diff --git "a/experiment/rwkv-x-exp/v5-headsize32/v5-L6-D2048-E1e-1-ctx4k-part1.ipynb" "b/experiment/rwkv-x-exp/v5-headsize32/v5-L6-D2048-E1e-1-ctx4k-part1.ipynb"
new file mode 100644--- /dev/null
+++ "b/experiment/rwkv-x-exp/v5-headsize32/v5-L6-D2048-E1e-1-ctx4k-part1.ipynb"
@@ -0,0 +1,115942 @@
+{
+ "cells": [
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "09e44335",
+   "metadata": {
+    "papermill": {
+     "duration": 0.003978,
+     "end_time": "2023-08-26T07:28:27.299314",
+     "exception": false,
+     "start_time": "2023-08-26T07:28:27.295336",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "source": [
+    "# RWKV v5-headsize2x / embedding init-range 1e-01 / 4k\n",
+    "\n",
+    "- 6 layers\n",
+    "- 2048 embedding size\n",
+    "\n",
+    "Going through the modified memory training for v5 models, across various initial embedding model weights\n",
+    "\n",
+    "**Note:** This project assumes you have the rwkv-infctx conda env setup"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "1f1248e4",
+   "metadata": {
+    "papermill": {
+     "duration": 0.002314,
+     "end_time": "2023-08-26T07:28:27.304102",
+     "exception": false,
+     "start_time": "2023-08-26T07:28:27.301788",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "source": [
+    "# Basic Setup"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "767d263a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T07:28:27.310112Z",
+     "iopub.status.busy": "2023-08-26T07:28:27.309934Z",
+     "iopub.status.idle": "2023-08-26T07:28:28.033284Z",
+     "shell.execute_reply": "2023-08-26T07:28:28.031917Z"
+    },
+    "papermill": {
+     "duration": 0.72876,
+     "end_time": "2023-08-26T07:28:28.035241",
+     "exception": false,
+     "start_time": "2023-08-26T07:28:27.306481",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# First lets setup the various directories, and init the model\n",
+    "!mkdir -p ../../../../model/\n",
+    "!mkdir -p ../../../../datapath/\n",
+    "!mkdir -p ../../../../checkpoint/"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "4997aff1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T07:28:28.041248Z",
+     "iopub.status.busy": "2023-08-26T07:28:28.041054Z",
+     "iopub.status.idle": "2023-08-26T07:28:30.913840Z",
+     "shell.execute_reply": "2023-08-26T07:28:30.912852Z"
+    },
+    "papermill": {
+     "duration": 2.877909,
+     "end_time": "2023-08-26T07:28:30.915604",
+     "exception": false,
+     "start_time": "2023-08-26T07:28:28.037695",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\r\n",
+      "\u001b[0m"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\r\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpython3.11 -m pip install --upgrade pip\u001b[0m\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Additional dependencies for eval stuff\n",
+    "!pip install -q aiocsv aiofiles"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "b2aa92e2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T07:28:30.922789Z",
+     "iopub.status.busy": "2023-08-26T07:28:30.922578Z",
+     "iopub.status.idle": "2023-08-26T07:28:30.929443Z",
+     "shell.execute_reply": "2023-08-26T07:28:30.928523Z"
+    },
+    "papermill": {
+     "duration": 0.012074,
+     "end_time": "2023-08-26T07:28:30.930888",
+     "exception": false,
+     "start_time": "2023-08-26T07:28:30.918814",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "DEEPSPEED_STRAT: deepspeed_stage_1\n",
+      "ENABLE_WANDB: True\n",
+      "GPU_DEVICES: auto\n",
+      "NOTEBOOK_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-headsize32\n",
+      "INFERENCE_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5headsize32\n",
+      "TRAINER_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5headsize32\n",
+      "PROJECT_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer\n"
+     ]
+    }
+   ],
+   "source": [
+    "DEEPSPEED_STRAT=\"deepspeed_stage_1\"\n",
+    "GPU_DEVICES=\"auto\"\n",
+    "ENABLE_WANDB=True\n",
+    "\n",
+    "RWKV_WAVENET_LAYERS=1\n",
+    "\n",
+    "EMBED_SCALE=0.1\n",
+    "EMBED_SCALE_LABEL=str(EMBED_SCALE).replace(\".\", \"_\")\n",
+    "\n",
+    "LAYER_COUNT=6\n",
+    "EMBED_DIM=2048\n",
+    "\n",
+    "WANDB_PREFIX=f\"v5-hs32-L{LAYER_COUNT}-D{EMBED_DIM}-E{EMBED_SCALE}\"\n",
+    "FILENAME_PREFIX=f\"v5-hs32-L{LAYER_COUNT}-D{EMBED_DIM}-E{EMBED_SCALE_LABEL}\"\n",
+    "\n",
+    "print(\"DEEPSPEED_STRAT:\", DEEPSPEED_STRAT)\n",
+    "print(\"ENABLE_WANDB:\", ENABLE_WANDB)\n",
+    "print(\"GPU_DEVICES:\", GPU_DEVICES)\n",
+    "\n",
+    "if ENABLE_WANDB:\n",
+    "    WANDB_MODE=\"online\"\n",
+    "else:\n",
+    "    WANDB_MODE=\"disabled\"\n",
+    "\n",
+    "# Computing the notebook, and various paths\n",
+    "import os\n",
+    "NOTEBOOK_DIR=os.path.dirname(os.path.abspath(\"__file__\"))\n",
+    "PROJECT_DIR=os.path.abspath(os.path.join(NOTEBOOK_DIR, \"../../../../\"))\n",
+    "TRAINER_DIR=os.path.abspath(os.path.join(PROJECT_DIR, \"./RWKV-v5headsize32/\"))\n",
+    "INFERENCE_DIR=os.path.abspath(os.path.join(PROJECT_DIR, \"./RWKV-v5headsize32/\"))\n",
+    "\n",
+    "print(\"NOTEBOOK_DIR:\", NOTEBOOK_DIR)\n",
+    "print(\"INFERENCE_DIR:\", INFERENCE_DIR)\n",
+    "print(\"TRAINER_DIR:\", TRAINER_DIR)\n",
+    "print(\"PROJECT_DIR:\", PROJECT_DIR)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "b26927c0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T07:28:30.937736Z",
+     "iopub.status.busy": "2023-08-26T07:28:30.937427Z",
+     "iopub.status.idle": "2023-08-26T07:29:01.920340Z",
+     "shell.execute_reply": "2023-08-26T07:29:01.919447Z"
+    },
+    "papermill": {
+     "duration": 30.989011,
+     "end_time": "2023-08-26T07:29:01.922511",
+     "exception": false,
+     "start_time": "2023-08-26T07:28:30.933500",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n",
+      "---- Initializing model ----\r\n",
+      "No of layers: 6\r\n",
+      "Embedding size: 2048\r\n",
+      "Output model path: ../model/v5-hs32-L6-D2048-E0_1-neox-init.pth\r\n",
+      "Vocab size: 50277\r\n",
+      "Emb scale: 0.1\r\n",
+      "Note: this process takes a significant time (and ram) for large models\r\n",
+      "---- ----- ----\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "50277 2048  -0.1 emb.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.0.att.receptance.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.0.att.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.0.att.value.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.0.att.output.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "8192  2048  1.0  blocks.0.ffn.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.0.ffn.receptance.weight\r\n",
+      "2048  8192  0    blocks.0.ffn.value.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.1.att.receptance.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.1.att.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.1.att.value.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.1.att.output.weight\r\n",
+      "8192  2048  1.0  blocks.1.ffn.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.1.ffn.receptance.weight\r\n",
+      "2048  8192  0    blocks.1.ffn.value.weight\r\n",
+      "2048  2048  1.0  blocks.2.att.receptance.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.2.att.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.2.att.value.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.2.att.output.weight\r\n",
+      "8192  2048  1.0  blocks.2.ffn.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.2.ffn.receptance.weight\r\n",
+      "2048  8192  0    blocks.2.ffn.value.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.3.att.receptance.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.3.att.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.3.att.value.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.3.att.output.weight\r\n",
+      "8192  2048  1.0  blocks.3.ffn.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.3.ffn.receptance.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  8192  0    blocks.3.ffn.value.weight\r\n",
+      "2048  2048  1.0  blocks.4.att.receptance.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.4.att.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.4.att.value.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.4.att.output.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "8192  2048  1.0  blocks.4.ffn.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.4.ffn.receptance.weight\r\n",
+      "2048  8192  0    blocks.4.ffn.value.weight\r\n",
+      "2048  2048  1.0  blocks.5.att.receptance.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.5.att.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  1.0  blocks.5.att.value.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.5.att.output.weight\r\n",
+      "8192  2048  1.0  blocks.5.ffn.key.weight\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2048  2048  0    blocks.5.ffn.receptance.weight\r\n",
+      "2048  8192  0    blocks.5.ffn.value.weight\r\n",
+      "50277 2048  0.5  head.weight\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Init the model\n",
+    "!cd \"{TRAINER_DIR}\" && \\\n",
+    "    export RWKV_WAVENET_LAYERS=\"{RWKV_WAVENET_LAYERS}\" && \\\n",
+    "    python3 ./init_model.py \\\n",
+    "        --n_layer \"{LAYER_COUNT}\" --n_embd \"{EMBED_DIM}\" \\\n",
+    "        --emb-scale \"{EMBED_SCALE}\" \\\n",
+    "        --vocab_size neox --skip-if-exists \\\n",
+    "        \"../model/{FILENAME_PREFIX}-neox-init.pth\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "87ade375",
+   "metadata": {
+    "papermill": {
+     "duration": 0.004207,
+     "end_time": "2023-08-26T07:29:01.931843",
+     "exception": false,
+     "start_time": "2023-08-26T07:29:01.927636",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "source": [
+    "## Enwiki Stage 1 : Foundation 4k model training"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "09c3e364",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T07:29:01.943505Z",
+     "iopub.status.busy": "2023-08-26T07:29:01.942714Z",
+     "iopub.status.idle": "2023-08-26T07:29:12.926373Z",
+     "shell.execute_reply": "2023-08-26T07:29:12.925399Z"
+    },
+    "papermill": {
+     "duration": 10.992521,
+     "end_time": "2023-08-26T07:29:12.928595",
+     "exception": false,
+     "start_time": "2023-08-26T07:29:01.936074",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Found cached dataset parquet (/actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7)\r\n",
+      "\r",
+      "  0%|                                                     | 0/1 [00:00<?, ?it/s]\r",
+      "100%|█████████████████████████████████████████████| 1/1 [00:00<00:00, 62.17it/s]\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached processed dataset at /actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-ddfe836637577ca9_*_of_00064.arrow\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached processed dataset at /actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-4d4a43715cf9c5ec_*_of_00064.arrow\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached processed dataset at /actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-e272537be34aded3_*_of_00064.arrow\r\n",
+      "Loading cached split indices for dataset at /actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-52422a63e6f04b92.arrow and /actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-2eab36f5d1f93a5f.arrow\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/5 shards):   0%|         | 0/81487 [00:00<?, ? examples/s]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/5 shards):   1%| | 1000/81487 [00:00<00:22, 3629.97 exampl"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/5 shards):   6%| | 5000/81487 [00:00<00:05, 12777.46 examp"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/5 shards):  11%| | 9000/81487 [00:00<00:04, 17653.58 examp"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/5 shards):  16%|▏| 13000/81487 [00:00<00:03, 20720.48 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/5 shards):  20%|▏| 16298/81487 [00:00<00:02, 22601.57 exam\r",
+      "Saving the dataset (1/5 shards):  20%|▏| 16298/81487 [00:00<00:02, 22601.57 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/5 shards):  25%|▏| 20298/81487 [00:01<00:02, 24015.71 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/5 shards):  30%|▎| 24298/81487 [00:01<00:02, 25278.87 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/5 shards):  35%|▎| 28298/81487 [00:01<00:02, 26265.80 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/5 shards):  40%|▍| 32298/81487 [00:01<00:01, 27154.02 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (2/5 shards):  40%|▍| 32596/81487 [00:01<00:01, 27154.02 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (2/5 shards):  45%|▍| 36596/81487 [00:01<00:01, 27558.17 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (2/5 shards):  50%|▍| 40596/81487 [00:01<00:01, 28358.22 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (2/5 shards):  55%|▌| 44596/81487 [00:01<00:01, 28905.93 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (2/5 shards):  60%|▌| 48596/81487 [00:01<00:01, 29439.36 exam\r",
+      "Saving the dataset (3/5 shards):  60%|▌| 48893/81487 [00:02<00:01, 29439.36 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (3/5 shards):  65%|▋| 52893/81487 [00:02<00:00, 29420.15 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (3/5 shards):  70%|▋| 56893/81487 [00:02<00:00, 29906.06 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (3/5 shards):  75%|▋| 60893/81487 [00:02<00:00, 30172.21 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (3/5 shards):  80%|▊| 64893/81487 [00:02<00:00, 30366.09 exam\r",
+      "Saving the dataset (4/5 shards):  80%|▊| 65190/81487 [00:02<00:00, 30366.09 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (4/5 shards):  85%|▊| 69190/81487 [00:02<00:00, 30046.04 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (4/5 shards):  90%|▉| 73190/81487 [00:02<00:00, 30289.86 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (4/5 shards):  95%|▉| 77190/81487 [00:02<00:00, 30436.21 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (4/5 shards): 100%|▉| 81190/81487 [00:03<00:00, 30613.88 exam\r",
+      "Saving the dataset (5/5 shards): 100%|█| 81487/81487 [00:03<00:00, 30613.88 exam\r",
+      "                                                                                \r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/1 shards):   0%|           | 0/410 [00:00<?, ? examples/s]\r",
+      "Saving the dataset (1/1 shards): 100%|█| 410/410 [00:00<00:00, 18693.23 examples\r",
+      "                                                                                \r"
+     ]
+    }
+   ],
+   "source": [
+    "# Lets preload the requried dataset \n",
+    "!cd \"{TRAINER_DIR}\" && \\\n",
+    "    python3 preload_datapath.py \"{NOTEBOOK_DIR}/v5base-enwiki-4k.yaml\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "4384e69e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T07:29:12.941971Z",
+     "iopub.status.busy": "2023-08-26T07:29:12.941778Z",
+     "iopub.status.idle": "2023-08-26T10:17:50.523908Z",
+     "shell.execute_reply": "2023-08-26T10:17:50.522372Z"
+    },
+    "papermill": {
+     "duration": 10117.591485,
+     "end_time": "2023-08-26T10:17:50.526467",
+     "exception": false,
+     "start_time": "2023-08-26T07:29:12.934982",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/lib/python3.11/dist-packages/lightning/pytorch/cli.py:484: UserWarning: LightningCLI's args parameter is intended to run from within Python like if it were from the command line. To prevent mistakes it is not recommended to provide both args and command line arguments, got: sys.argv[1:]=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-headsize32/v5base-enwiki-4k.yaml', '--trainer.logger.init_args.name=v5-hs32-L6-D2048-E0.1 - Enwiki-4k Foundation (train-ctx=4k, deepspeed_stage_1)', '--trainer.strategy=deepspeed_stage_1', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5-hs32-L6-D2048-E0_1-enwiki-4k/', '--model.load_model=../model/v5-hs32-L6-D2048-E0_1-neox-init.pth', '--model.ctx_len=4096', '--model.bptt_learning_range=1'], args=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-headsize32/v5base-enwiki-4k.yaml', '--trainer.logger.init_args.name=v5-hs32-L6-D2048-E0.1 - Enwiki-4k Foundation (train-ctx=4k, deepspeed_stage_1)', '--trainer.strategy=deepspeed_stage_1', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5-hs32-L6-D2048-E0_1-enwiki-4k/', '--model.load_model=../model/v5-hs32-L6-D2048-E0_1-neox-init.pth', '--model.ctx_len=4096', '--model.bptt_learning_range=1'].\r\n",
+      "  rank_zero_warn(\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/lib/python3.11/dist-packages/lightning/fabric/utilities/seed.py:39: UserWarning: No seed found, seed set to 2002234927\r\n",
+      "  rank_zero_warn(f\"No seed found, seed set to {seed}\")\r\n",
+      "Global seed set to 2002234927\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mpicocreator\u001b[0m (\u001b[33mrwkv-x-dev\u001b[0m). Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[34m\u001b[1mwandb\u001b[0m: wandb version 0.15.8 is available!  To upgrade, please run:\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:  $ pip install wandb --upgrade\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Tracking run with wandb version 0.15.4\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Run data is saved locally in \u001b[35m\u001b[1m./wandb/run-20230826_072919-9sz40gjq\u001b[0m\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Run \u001b[1m`wandb offline`\u001b[0m to turn off syncing.\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Syncing run \u001b[33mv5-hs32-L6-D2048-E0.1 - Enwiki-4k Foundation (train-ctx=4k, deepspeed_stage_1)\u001b[0m\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: ⭐️ View project at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments\u001b[0m\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments/runs/9sz40gjq\u001b[0m\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "GPU available: True (cuda), used: True\r\n",
+      "TPU available: False, using: 0 TPU cores\r\n",
+      "IPU available: False, using: 0 IPUs\r\n",
+      "HPU available: False, using: 0 HPUs\r\n",
+      "\r\n",
+      "\r\n",
+      "[RWKV.Trainer] Applying 'target_batch_size' with the following:\r\n",
+      "   - target_batch_size:       32\r\n",
+      "   - num_nodes:               1\r\n",
+      "   - num_devices:             8\r\n",
+      "   - accumulate_grad_batches: 4\r\n",
+      "   - effective_batch_size:    32\r\n",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Found cached dataset parquet (/actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7)\r\n",
+      "\r",
+      "  0%|                                                     | 0/1 [00:00<?, ?it/s]\r",
+      "100%|█████████████████████████████████████████████| 1/1 [00:00<00:00, 67.59it/s]\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached processed dataset at /actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-ddfe836637577ca9_*_of_00064.arrow\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached processed dataset at /actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-4d4a43715cf9c5ec_*_of_00064.arrow\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached processed dataset at /actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-e272537be34aded3_*_of_00064.arrow\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached split indices for dataset at /actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-52422a63e6f04b92.arrow and /actions-runner/.cache/huggingface/datasets/teven___parquet/teven--enwiki_100k-1359e81b212c2dd6/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-2eab36f5d1f93a5f.arrow\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/5 shards):   0%|         | 0/81487 [00:00<?, ? examples/s]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/5 shards):   4%| | 3000/81487 [00:00<00:04, 16552.74 examp"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/5 shards):   9%| | 7000/81487 [00:00<00:03, 20929.94 examp"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/5 shards):  13%|▏| 11000/81487 [00:00<00:03, 22895.06 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/5 shards):  18%|▏| 15000/81487 [00:00<00:02, 24715.76 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/5 shards):  20%|▏| 16298/81487 [00:00<00:02, 24715.76 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/5 shards):  22%|▏| 18298/81487 [00:00<00:03, 19188.48 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n",
+      "Setting ds_accelerator to cuda (auto detect)\r\n",
+      "Setting ds_accelerator to cuda (auto detect)\r\n",
+      "Setting ds_accelerator to cuda (auto detect)\r\n",
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/5 shards):  27%|▎| 22298/81487 [00:01<00:02, 21871.76 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/5 shards):  32%|▎| 26298/81487 [00:01<00:02, 23724.72 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/5 shards):  37%|▎| 30298/81487 [00:01<00:02, 25265.09 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n",
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n",
+      "\r",
+      "Saving the dataset (2/5 shards):  40%|▍| 32596/81487 [00:01<00:01, 25265.09 exam[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (2/5 shards):  42%|▍| 34596/81487 [00:01<00:02, 20907.84 exam[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (2/5 shards):  47%|▍| 38596/81487 [00:01<00:01, 22776.76 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (2/5 shards):  52%|▌| 42596/81487 [00:01<00:01, 24364.03 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (2/5 shards):  57%|▌| 46596/81487 [00:01<00:01, 26011.15 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 5] Global seed set to 2002234927\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (3/5 shards):  60%|▌| 48893/81487 [00:02<00:01, 26011.15 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (3/5 shards):  62%|▌| 50893/81487 [00:02<00:01, 20292.18 exam[rank: 4] Global seed set to 2002234927\r\n",
+      "[rank: 2] Global seed set to 2002234927\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 1] Global seed set to 2002234927\r\n",
+      "[rank: 3] Global seed set to 2002234927\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 6] Global seed set to 2002234927\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (3/5 shards):  67%|▋| 54893/81487 [00:02<00:01, 22809.65 exam[rank: 7] Global seed set to 2002234927\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (3/5 shards):  72%|▋| 58893/81487 [00:02<00:00, 25137.48 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (3/5 shards):  77%|▊| 62893/81487 [00:02<00:00, 27181.30 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (4/5 shards):  80%|▊| 65190/81487 [00:02<00:00, 27181.30 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (4/5 shards):  82%|▊| 67190/81487 [00:03<00:00, 20271.53 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (4/5 shards):  87%|▊| 71190/81487 [00:03<00:00, 23267.71 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (4/5 shards):  92%|▉| 75190/81487 [00:03<00:00, 26036.75 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (4/5 shards):  97%|▉| 79190/81487 [00:03<00:00, 28527.77 exam"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (5/5 shards): 100%|█| 81487/81487 [00:03<00:00, 28527.77 exam\r",
+      "                                                                                \r",
+      "\r",
+      "Saving the dataset (0/1 shards):   0%|           | 0/410 [00:00<?, ? examples/s]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/1 shards): 100%|█| 410/410 [00:00<00:00, 10149.23 examples\r",
+      "                                                                                \r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 0] Global seed set to 2002234927\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 0, MEMBER: 1/8\r\n",
+      "[2023-08-26 07:29:32,175] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 3] Global seed set to 2002234927\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 3, MEMBER: 4/8\r\n",
+      "[2023-08-26 07:29:42,476] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 2] Global seed set to 2002234927\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 2, MEMBER: 3/8\r\n",
+      "[2023-08-26 07:29:42,673] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 5] Global seed set to 2002234927\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 5, MEMBER: 6/8\r\n",
+      "[2023-08-26 07:29:43,041] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 1] Global seed set to 2002234927\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 1, MEMBER: 2/8\r\n",
+      "[2023-08-26 07:29:43,294] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 7] Global seed set to 2002234927\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 7, MEMBER: 8/8\r\n",
+      "[2023-08-26 07:29:43,636] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 6] Global seed set to 2002234927\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 6, MEMBER: 7/8\r\n",
+      "[2023-08-26 07:29:43,711] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 4] Global seed set to 2002234927\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 4, MEMBER: 5/8\r\n",
+      "[2023-08-26 07:29:43,756] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Enabling DeepSpeed BF16.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "LOCAL_RANK: 5 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 2 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 3 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 6 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 7 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 4 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "#\r\n",
+      "# RWKV lighting_trainer.py important notes \r\n",
+      "# https://github.com/RWKV/RWKV-infctx-trainer \r\n",
+      "#\r\n",
+      "# - Ensure your host is not running cuda 12.0 (use either 11.8, or >=12.1), as this is known to have freeze issues\r\n",
+      "# - The terms used in wandb / the progress bar can be confusing, see the github README.md for beter clarifications\r\n",
+      "# - When resuming from checkpoint, the estimated time is inaccurate\r\n",
+      "#\r\n",
+      "LOCAL_RANK: 1 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "\r\n",
+      "[RWKV.model] Configuring optimizer with\r\n",
+      "    - lr_init:  6.000e-04 (0.0006)\r\n",
+      "    - lr_final: 4.000e-04 (0.0004)\r\n",
+      "\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Detected CUDA files, patching ldflags\r\n",
+      "Emitting ninja build file /root/.cache/torch_extensions/py311_cu118/fused_adam/build.ninja...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Building extension module fused_adam...\r\n",
+      "Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)\r\n",
+      "ninja: no work to do.\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Time to load fused_adam op: 0.07028579711914062 seconds\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading extension module fused_adam...\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Time to load fused_adam op: 0.10191679000854492 seconds\r\n",
+      "Time to load fused_adam op: 0.10213589668273926 seconds\r\n",
+      "Time to load fused_adam op: 0.10210657119750977 seconds\r\n",
+      "Time to load fused_adam op: 0.10168051719665527 seconds\r\n",
+      "Time to load fused_adam op: 0.10149025917053223 seconds\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Time to load fused_adam op: 0.1018669605255127 seconds\r\n",
+      "Loading `train_dataloader` to estimate number of stepping batches.\r\n",
+      "Time to load fused_adam op: 0.10195755958557129 seconds\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Emitting ninja build file /root/.cache/torch_extensions/py311_cu118/utils/build.ninja...\r\n",
+      "Building extension module utils...\r\n",
+      "Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)\r\n",
+      "ninja: no work to do.\r\n",
+      "Loading extension module utils...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Time to load utils op: 0.06916999816894531 seconds\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.10274457931518555 seconds\r\n",
+      "Loading extension module utils...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.10211014747619629 seconds\r\n",
+      "Time to load utils op: 0.10240483283996582 seconds\r\n",
+      "Loading extension module utils...\r\n",
+      "Loading extension module utils...\r\n",
+      "Loading extension module utils...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.10251259803771973 seconds\r\n",
+      "Time to load utils op: 0.1026301383972168 seconds\r\n",
+      "Time to load utils op: 0.10254979133605957 seconds\r\n",
+      "Time to load utils op: 0.10275721549987793 seconds\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 6 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 4 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n",
+      "Rank: 7 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 0 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 1 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 3 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 5 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 2 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.0006668567657470703 seconds\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.0014417171478271484 seconds\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.0007450580596923828 seconds\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Time to load utils op: 0.0005919933319091797 seconds\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Time to load utils op: 0.0006432533264160156 seconds\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.0006520748138427734 seconds\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.000812530517578125 seconds\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.0009579658508300781 seconds\r\n",
+      "\r\n",
+      "  | Name   | Type       | Params\r\n",
+      "--------------------------------------\r\n",
+      "0 | emb    | Embedding  | 102 M \r\n",
+      "1 | blocks | ModuleList | 327 M \r\n",
+      "2 | ln_out | LayerNorm  | 4.1 K \r\n",
+      "3 | head   | Linear     | 102 M \r\n",
+      "--------------------------------------\r\n",
+      "533 M     Trainable params\r\n",
+      "0         Non-trainable params\r\n",
+      "533 M     Total params\r\n",
+      "2,132.938 Total estimated model params size (MB)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Training: 0it [00:00, ?it/s]\r",
+      "Training:   0%|                                       | 0/10186 [00:00<?, ?it/s]\r",
+      "Epoch 0:   0%|                                        | 0/10186 [00:00<?, ?it/s]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%|                             | 1/10186 [00:15<43:14:32, 15.28s/it]\r",
+      "Epoch 0:   0%| | 1/10186 [00:15<43:14:48, 15.29s/it, v_num=0gjq, train/loss=10.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 2/10186 [00:15<22:23:48,  7.92s/it, v_num=0gjq, train/loss=10.9\r",
+      "Epoch 0:   0%| | 2/10186 [00:15<22:23:52,  7.92s/it, v_num=0gjq, train/loss=10.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 3/10186 [00:16<15:27:20,  5.46s/it, v_num=0gjq, train/loss=10.9\r",
+      "Epoch 0:   0%| | 3/10186 [00:16<15:27:22,  5.46s/it, v_num=0gjq, train/loss=10.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 4/10186 [00:18<12:43:56,  4.50s/it, v_num=0gjq, train/loss=10.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 4/10186 [00:18<13:08:30,  4.65s/it, v_num=0gjq, train/loss=10.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 5/10186 [00:19<10:49:35,  3.83s/it, v_num=0gjq, train/loss=10.9\r",
+      "Epoch 0:   0%| | 5/10186 [00:19<10:49:37,  3.83s/it, v_num=0gjq, train/loss=9.69"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 6/10186 [00:19<9:16:51,  3.28s/it, v_num=0gjq, train/loss=9.690\r",
+      "Epoch 0:   0%| | 6/10186 [00:19<9:16:52,  3.28s/it, v_num=0gjq, train/loss=9.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 7/10186 [00:20<8:10:41,  2.89s/it, v_num=0gjq, train/loss=9.310\r",
+      "Epoch 0:   0%| | 7/10186 [00:20<8:10:42,  2.89s/it, v_num=0gjq, train/loss=9.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 8/10186 [00:21<7:44:06,  2.74s/it, v_num=0gjq, train/loss=9.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 8/10186 [00:22<7:56:34,  2.81s/it, v_num=0gjq, train/loss=9.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+      "Epoch 0:   0%| | 9/10186 [00:23<7:14:08,  2.56s/it, v_num=0gjq, train/loss=9.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   0%| | 10/10186 [00:23<6:40:03,  2.36s/it, v_num=0gjq, train/loss=9.56\r",
+      "Epoch 0:   0%| | 10/10186 [00:23<6:40:04,  2.36s/it, v_num=0gjq, train/loss=9.69"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 11/10186 [00:24<6:12:10,  2.19s/it, v_num=0gjq, train/loss=9.69\r",
+      "Epoch 0:   0%| | 11/10186 [00:24<6:12:11,  2.19s/it, v_num=0gjq, train/loss=9.44"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   0%| | 12/10186 [00:26<6:12:38,  2.20s/it, v_num=0gjq, train/loss=9.44\r",
+      "Epoch 0:   0%| | 12/10186 [00:26<6:12:39,  2.20s/it, v_num=0gjq, train/loss=9.56"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 13/10186 [00:26<5:51:08,  2.07s/it, v_num=0gjq, train/loss=9.56\r",
+      "Epoch 0:   0%| | 13/10186 [00:26<5:51:08,  2.07s/it, v_num=0gjq, train/loss=8.81"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 14/10186 [00:27<5:32:47,  1.96s/it, v_num=0gjq, train/loss=8.81\r",
+      "Epoch 0:   0%| | 14/10186 [00:27<5:32:47,  1.96s/it, v_num=0gjq, train/loss=9.12"
+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:   0%| | 15/10186 [00:28<5:16:51,  1.87s/it, v_num=0gjq, train/loss=9.12\r",
+      "Epoch 0:   0%| | 15/10186 [00:28<5:16:52,  1.87s/it, v_num=0gjq, train/loss=9.19"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   0%| | 16/10186 [00:30<5:20:36,  1.89s/it, v_num=0gjq, train/loss=9.19\r",
+      "Epoch 0:   0%| | 16/10186 [00:30<5:20:37,  1.89s/it, v_num=0gjq, train/loss=8.81"
+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:   0%| | 17/10186 [00:30<5:08:56,  1.82s/it, v_num=0gjq, train/loss=8.81\r",
+      "Epoch 0:   0%| | 17/10186 [00:30<5:08:57,  1.82s/it, v_num=0gjq, train/loss=8.69"
+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:   0%| | 18/10186 [00:31<4:56:57,  1.75s/it, v_num=0gjq, train/loss=8.69\r",
+      "Epoch 0:   0%| | 18/10186 [00:31<4:56:57,  1.75s/it, v_num=0gjq, train/loss=8.62"
+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:   0%| | 19/10186 [00:32<4:46:13,  1.69s/it, v_num=0gjq, train/loss=8.62\r",
+      "Epoch 0:   0%| | 19/10186 [00:32<4:46:13,  1.69s/it, v_num=0gjq, train/loss=8.69"
+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:   0%| | 20/10186 [00:34<4:50:41,  1.72s/it, v_num=0gjq, train/loss=8.69\r",
+      "Epoch 0:   0%| | 20/10186 [00:34<4:50:41,  1.72s/it, v_num=0gjq, train/loss=9.06"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 21/10186 [00:34<4:41:18,  1.66s/it, v_num=0gjq, train/loss=9.06\r",
+      "Epoch 0:   0%| | 21/10186 [00:34<4:41:19,  1.66s/it, v_num=0gjq, train/loss=8.31"
+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 22/10186 [00:35<4:32:46,  1.61s/it, v_num=0gjq, train/loss=8.31\r",
+      "Epoch 0:   0%| | 22/10186 [00:35<4:32:46,  1.61s/it, v_num=0gjq, train/loss=8.38"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   0%| | 23/10186 [00:35<4:25:02,  1.56s/it, v_num=0gjq, train/loss=8.38\r",
+      "Epoch 0:   0%| | 23/10186 [00:35<4:25:02,  1.56s/it, v_num=0gjq, train/loss=8.62"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 24/10186 [00:38<4:29:49,  1.59s/it, v_num=0gjq, train/loss=8.62\r",
+      "Epoch 0:   0%| | 24/10186 [00:38<4:29:49,  1.59s/it, v_num=0gjq, train/loss=8.62"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 25/10186 [00:38<4:22:45,  1.55s/it, v_num=0gjq, train/loss=8.62\r",
+      "Epoch 0:   0%| | 25/10186 [00:38<4:22:45,  1.55s/it, v_num=0gjq, train/loss=8.19"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 26/10186 [00:39<4:16:13,  1.51s/it, v_num=0gjq, train/loss=8.19\r",
+      "Epoch 0:   0%| | 26/10186 [00:39<4:16:14,  1.51s/it, v_num=0gjq, train/loss=8.44"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 27/10186 [00:39<4:10:11,  1.48s/it, v_num=0gjq, train/loss=8.44\r",
+      "Epoch 0:   0%| | 27/10186 [00:39<4:10:12,  1.48s/it, v_num=0gjq, train/loss=8.44"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 28/10186 [00:42<4:14:43,  1.50s/it, v_num=0gjq, train/loss=8.44\r",
+      "Epoch 0:   0%| | 28/10186 [00:42<4:14:43,  1.50s/it, v_num=0gjq, train/loss=8.19"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 29/10186 [00:42<4:09:08,  1.47s/it, v_num=0gjq, train/loss=8.19\r",
+      "Epoch 0:   0%| | 29/10186 [00:42<4:09:08,  1.47s/it, v_num=0gjq, train/loss=8.31"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 30/10186 [00:43<4:03:56,  1.44s/it, v_num=0gjq, train/loss=8.31\r",
+      "Epoch 0:   0%| | 30/10186 [00:43<4:03:56,  1.44s/it, v_num=0gjq, train/loss=8.25"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 31/10186 [00:43<3:59:05,  1.41s/it, v_num=0gjq, train/loss=8.25\r",
+      "Epoch 0:   0%| | 31/10186 [00:43<3:59:05,  1.41s/it, v_num=0gjq, train/loss=8.25"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 32/10186 [00:46<4:03:17,  1.44s/it, v_num=0gjq, train/loss=8.25\r",
+      "Epoch 0:   0%| | 32/10186 [00:46<4:03:17,  1.44s/it, v_num=0gjq, train/loss=8.25"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 33/10186 [00:46<3:58:43,  1.41s/it, v_num=0gjq, train/loss=8.25\r",
+      "Epoch 0:   0%| | 33/10186 [00:46<3:58:43,  1.41s/it, v_num=0gjq, train/loss=8.19"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 34/10186 [00:47<3:54:26,  1.39s/it, v_num=0gjq, train/loss=8.19\r",
+      "Epoch 0:   0%| | 34/10186 [00:47<3:54:26,  1.39s/it, v_num=0gjq, train/loss=8.44"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 35/10186 [00:47<3:50:22,  1.36s/it, v_num=0gjq, train/loss=8.44\r",
+      "Epoch 0:   0%| | 35/10186 [00:47<3:50:22,  1.36s/it, v_num=0gjq, train/loss=8.69"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 36/10186 [00:49<3:54:20,  1.39s/it, v_num=0gjq, train/loss=8.69\r",
+      "Epoch 0:   0%| | 36/10186 [00:49<3:54:21,  1.39s/it, v_num=0gjq, train/loss=8.50"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 37/10186 [00:50<3:50:30,  1.36s/it, v_num=0gjq, train/loss=8.50\r",
+      "Epoch 0:   0%| | 37/10186 [00:50<3:50:31,  1.36s/it, v_num=0gjq, train/loss=8.06"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 38/10186 [00:50<3:46:53,  1.34s/it, v_num=0gjq, train/loss=8.06\r",
+      "Epoch 0:   0%| | 38/10186 [00:50<3:46:53,  1.34s/it, v_num=0gjq, train/loss=8.19"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 39/10186 [00:51<3:43:26,  1.32s/it, v_num=0gjq, train/loss=8.19\r",
+      "Epoch 0:   0%| | 39/10186 [00:51<3:43:26,  1.32s/it, v_num=0gjq, train/loss=8.56"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 40/10186 [00:53<3:47:14,  1.34s/it, v_num=0gjq, train/loss=8.56\r",
+      "Epoch 0:   0%| | 40/10186 [00:53<3:47:14,  1.34s/it, v_num=0gjq, train/loss=8.25"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 41/10186 [00:54<3:43:55,  1.32s/it, v_num=0gjq, train/loss=8.25\r",
+      "Epoch 0:   0%| | 41/10186 [00:54<3:43:55,  1.32s/it, v_num=0gjq, train/loss=8.38"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 42/10186 [00:54<3:40:48,  1.31s/it, v_num=0gjq, train/loss=8.38\r",
+      "Epoch 0:   0%| | 42/10186 [00:54<3:40:48,  1.31s/it, v_num=0gjq, train/loss=8.25"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 43/10186 [00:55<3:37:52,  1.29s/it, v_num=0gjq, train/loss=8.25\r",
+      "Epoch 0:   0%| | 43/10186 [00:55<3:37:52,  1.29s/it, v_num=0gjq, train/loss=8.19"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 44/10186 [00:57<3:41:28,  1.31s/it, v_num=0gjq, train/loss=8.19\r",
+      "Epoch 0:   0%| | 44/10186 [00:57<3:41:28,  1.31s/it, v_num=0gjq, train/loss=8.12"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 45/10186 [00:58<3:38:36,  1.29s/it, v_num=0gjq, train/loss=8.12\r",
+      "Epoch 0:   0%| | 45/10186 [00:58<3:38:37,  1.29s/it, v_num=0gjq, train/loss=8.19"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 46/10186 [00:58<3:35:52,  1.28s/it, v_num=0gjq, train/loss=8.19\r",
+      "Epoch 0:   0%| | 46/10186 [00:58<3:35:52,  1.28s/it, v_num=0gjq, train/loss=8.12"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 47/10186 [00:59<3:33:13,  1.26s/it, v_num=0gjq, train/loss=8.12\r",
+      "Epoch 0:   0%| | 47/10186 [00:59<3:33:14,  1.26s/it, v_num=0gjq, train/loss=7.94"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   0%| | 48/10186 [01:01<3:36:37,  1.28s/it, v_num=0gjq, train/loss=7.94\r",
+      "Epoch 0:   0%| | 48/10186 [01:01<3:36:37,  1.28s/it, v_num=0gjq, train/loss=8.06"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   0%| | 49/10186 [01:02<3:34:04,  1.27s/it, v_num=0gjq, train/loss=8.06\r",
+      "Epoch 0:   0%| | 49/10186 [01:02<3:34:04,  1.27s/it, v_num=0gjq, train/loss=8.06"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   0%| | 50/10186 [01:02<3:31:39,  1.25s/it, v_num=0gjq, train/loss=8.06\r",
+      "Epoch 0:   0%| | 50/10186 [01:02<3:31:39,  1.25s/it, v_num=0gjq, train/loss=7.97"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 51/10186 [01:03<3:29:19,  1.24s/it, v_num=0gjq, train/loss=7.97\r",
+      "Epoch 0:   1%| | 51/10186 [01:03<3:29:19,  1.24s/it, v_num=0gjq, train/loss=7.94"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 52/10186 [01:05<3:32:29,  1.26s/it, v_num=0gjq, train/loss=7.94\r",
+      "Epoch 0:   1%| | 52/10186 [01:05<3:32:29,  1.26s/it, v_num=0gjq, train/loss=8.19"
+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 53/10186 [01:05<3:30:12,  1.24s/it, v_num=0gjq, train/loss=8.19\r",
+      "Epoch 0:   1%| | 53/10186 [01:05<3:30:12,  1.24s/it, v_num=0gjq, train/loss=7.91"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 54/10186 [01:06<3:28:01,  1.23s/it, v_num=0gjq, train/loss=7.91\r",
+      "Epoch 0:   1%| | 54/10186 [01:06<3:28:01,  1.23s/it, v_num=0gjq, train/loss=7.84"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   1%| | 55/10186 [01:07<3:25:54,  1.22s/it, v_num=0gjq, train/loss=7.84\r",
+      "Epoch 0:   1%| | 55/10186 [01:07<3:25:54,  1.22s/it, v_num=0gjq, train/loss=7.75"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 56/10186 [01:09<3:29:06,  1.24s/it, v_num=0gjq, train/loss=7.75\r",
+      "Epoch 0:   1%| | 56/10186 [01:09<3:29:06,  1.24s/it, v_num=0gjq, train/loss=7.88"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   1%| | 57/10186 [01:09<3:27:02,  1.23s/it, v_num=0gjq, train/loss=7.88\r",
+      "Epoch 0:   1%| | 57/10186 [01:09<3:27:02,  1.23s/it, v_num=0gjq, train/loss=7.78"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 58/10186 [01:10<3:25:02,  1.21s/it, v_num=0gjq, train/loss=7.78\r",
+      "Epoch 0:   1%| | 58/10186 [01:10<3:25:03,  1.21s/it, v_num=0gjq, train/loss=7.97"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 59/10186 [01:11<3:23:08,  1.20s/it, v_num=0gjq, train/loss=7.97\r",
+      "Epoch 0:   1%| | 59/10186 [01:11<3:23:08,  1.20s/it, v_num=0gjq, train/loss=8.19"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   1%| | 60/10186 [01:13<3:26:21,  1.22s/it, v_num=0gjq, train/loss=7.97"
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+      "Epoch 0:   1%| | 61/10186 [01:13<3:24:28,  1.21s/it, v_num=0gjq, train/loss=8.12"
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+      "Epoch 0:   1%| | 62/10186 [01:14<3:22:38,  1.20s/it, v_num=0gjq, train/loss=7.84"
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+      "Epoch 0:   1%| | 63/10186 [01:15<3:20:53,  1.19s/it, v_num=0gjq, train/loss=8.00"
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+      "Epoch 0:   1%| | 64/10186 [01:17<3:23:49,  1.21s/it, v_num=0gjq, train/loss=7.97"
+     ]
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+      "Epoch 0:   1%| | 65/10186 [01:17<3:22:06,  1.20s/it, v_num=0gjq, train/loss=7.91"
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+      "Epoch 0:   1%| | 66/10186 [01:18<3:20:26,  1.19s/it, v_num=0gjq, train/loss=7.81"
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+      "Epoch 0:   1%| | 67/10186 [01:18<3:18:49,  1.18s/it, v_num=0gjq, train/loss=7.88"
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+      "Epoch 0:   1%| | 68/10186 [01:21<3:21:23,  1.19s/it, v_num=0gjq, train/loss=7.75"
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+      "Epoch 0:   1%| | 69/10186 [01:21<3:19:48,  1.18s/it, v_num=0gjq, train/loss=7.69"
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+      "Epoch 0:   1%| | 70/10186 [01:22<3:18:15,  1.18s/it, v_num=0gjq, train/loss=7.84"
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+      "Epoch 0:   1%| | 71/10186 [01:22<3:16:45,  1.17s/it, v_num=0gjq, train/loss=7.81"
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+      "Epoch 0:   1%| | 72/10186 [01:25<3:19:17,  1.18s/it, v_num=0gjq, train/loss=7.81\r",
+      "Epoch 0:   1%| | 72/10186 [01:25<3:19:17,  1.18s/it, v_num=0gjq, train/loss=7.81"
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+      "Epoch 0:   1%| | 73/10186 [01:25<3:17:48,  1.17s/it, v_num=0gjq, train/loss=7.72"
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+      "Epoch 0:   1%| | 74/10186 [01:26<3:16:22,  1.17s/it, v_num=0gjq, train/loss=7.66"
+     ]
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+      "Epoch 0:   1%| | 75/10186 [01:26<3:14:58,  1.16s/it, v_num=0gjq, train/loss=7.66"
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+      "Epoch 0:   1%| | 76/10186 [01:29<3:17:20,  1.17s/it, v_num=0gjq, train/loss=8.12"
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+      "Epoch 0:   1%| | 77/10186 [01:29<3:15:57,  1.16s/it, v_num=0gjq, train/loss=7.69"
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+      "Epoch 0:   1%| | 78/10186 [01:30<3:14:37,  1.16s/it, v_num=0gjq, train/loss=7.69\r",
+      "Epoch 0:   1%| | 78/10186 [01:30<3:14:37,  1.16s/it, v_num=0gjq, train/loss=7.75"
+     ]
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+      "Epoch 0:   1%| | 79/10186 [01:30<3:13:19,  1.15s/it, v_num=0gjq, train/loss=7.75\r",
+      "Epoch 0:   1%| | 79/10186 [01:30<3:13:19,  1.15s/it, v_num=0gjq, train/loss=7.81"
+     ]
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+      "Epoch 0:   1%| | 80/10186 [01:32<3:15:37,  1.16s/it, v_num=0gjq, train/loss=7.81"
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+      "Epoch 0:   1%| | 81/10186 [01:33<3:14:20,  1.15s/it, v_num=0gjq, train/loss=7.62"
+     ]
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+    {
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+      "Epoch 0:   1%| | 82/10186 [01:34<3:13:05,  1.15s/it, v_num=0gjq, train/loss=7.62\r",
+      "Epoch 0:   1%| | 82/10186 [01:34<3:13:05,  1.15s/it, v_num=0gjq, train/loss=7.69"
+     ]
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+    {
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+      "Epoch 0:   1%| | 83/10186 [01:34<3:11:51,  1.14s/it, v_num=0gjq, train/loss=7.69\r",
+      "Epoch 0:   1%| | 83/10186 [01:34<3:11:51,  1.14s/it, v_num=0gjq, train/loss=7.88"
+     ]
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+    {
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+      "Epoch 0:   1%| | 84/10186 [01:36<3:14:00,  1.15s/it, v_num=0gjq, train/loss=7.88\r",
+      "Epoch 0:   1%| | 84/10186 [01:36<3:14:00,  1.15s/it, v_num=0gjq, train/loss=7.69"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   1%| | 85/10186 [01:37<3:12:47,  1.15s/it, v_num=0gjq, train/loss=7.69\r",
+      "Epoch 0:   1%| | 85/10186 [01:37<3:12:47,  1.15s/it, v_num=0gjq, train/loss=7.62"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 86/10186 [01:37<3:11:36,  1.14s/it, v_num=0gjq, train/loss=7.62\r",
+      "Epoch 0:   1%| | 86/10186 [01:37<3:11:36,  1.14s/it, v_num=0gjq, train/loss=7.56"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   1%| | 87/10186 [01:38<3:10:27,  1.13s/it, v_num=0gjq, train/loss=7.56\r",
+      "Epoch 0:   1%| | 87/10186 [01:38<3:10:27,  1.13s/it, v_num=0gjq, train/loss=7.78"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 88/10186 [01:40<3:12:32,  1.14s/it, v_num=0gjq, train/loss=7.78\r",
+      "Epoch 0:   1%| | 88/10186 [01:40<3:12:32,  1.14s/it, v_num=0gjq, train/loss=7.88"
+     ]
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+    {
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+      "Epoch 0:   1%| | 89/10186 [01:41<3:11:23,  1.14s/it, v_num=0gjq, train/loss=7.88\r",
+      "Epoch 0:   1%| | 89/10186 [01:41<3:11:23,  1.14s/it, v_num=0gjq, train/loss=7.50"
+     ]
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+    {
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+      "Epoch 0:   1%| | 90/10186 [01:41<3:10:17,  1.13s/it, v_num=0gjq, train/loss=7.81"
+     ]
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+    {
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+      "Epoch 0:   1%| | 91/10186 [01:42<3:09:11,  1.12s/it, v_num=0gjq, train/loss=7.81\r",
+      "Epoch 0:   1%| | 91/10186 [01:42<3:09:11,  1.12s/it, v_num=0gjq, train/loss=7.66"
+     ]
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+    {
+     "name": "stdout",
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+      "Epoch 0:   1%| | 92/10186 [01:44<3:11:12,  1.14s/it, v_num=0gjq, train/loss=7.66\r",
+      "Epoch 0:   1%| | 92/10186 [01:44<3:11:12,  1.14s/it, v_num=0gjq, train/loss=7.94"
+     ]
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+    {
+     "name": "stdout",
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+      "Epoch 0:   1%| | 93/10186 [01:45<3:10:07,  1.13s/it, v_num=0gjq, train/loss=7.94\r",
+      "Epoch 0:   1%| | 93/10186 [01:45<3:10:07,  1.13s/it, v_num=0gjq, train/loss=7.44"
+     ]
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+    {
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+      "Epoch 0:   1%| | 94/10186 [01:45<3:09:04,  1.12s/it, v_num=0gjq, train/loss=7.44\r",
+      "Epoch 0:   1%| | 94/10186 [01:45<3:09:04,  1.12s/it, v_num=0gjq, train/loss=7.72"
+     ]
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+    {
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+      "Epoch 0:   1%| | 95/10186 [01:46<3:08:03,  1.12s/it, v_num=0gjq, train/loss=7.72\r",
+      "Epoch 0:   1%| | 95/10186 [01:46<3:08:03,  1.12s/it, v_num=0gjq, train/loss=8.19"
+     ]
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+    {
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+      "Epoch 0:   1%| | 96/10186 [01:48<3:09:57,  1.13s/it, v_num=0gjq, train/loss=8.19\r",
+      "Epoch 0:   1%| | 96/10186 [01:48<3:09:58,  1.13s/it, v_num=0gjq, train/loss=7.69"
+     ]
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+    {
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+      "Epoch 0:   1%| | 97/10186 [01:48<3:08:56,  1.12s/it, v_num=0gjq, train/loss=7.69\r",
+      "Epoch 0:   1%| | 97/10186 [01:48<3:08:56,  1.12s/it, v_num=0gjq, train/loss=7.66"
+     ]
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+    {
+     "name": "stdout",
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+      "Epoch 0:   1%| | 98/10186 [01:49<3:07:56,  1.12s/it, v_num=0gjq, train/loss=7.66\r",
+      "Epoch 0:   1%| | 98/10186 [01:49<3:07:56,  1.12s/it, v_num=0gjq, train/loss=7.72"
+     ]
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+    {
+     "name": "stdout",
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+      "Epoch 0:   1%| | 99/10186 [01:50<3:06:57,  1.11s/it, v_num=0gjq, train/loss=7.72\r",
+      "Epoch 0:   1%| | 99/10186 [01:50<3:06:57,  1.11s/it, v_num=0gjq, train/loss=7.91"
+     ]
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+    {
+     "name": "stdout",
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+      "Epoch 0:   1%| | 100/10186 [01:52<3:08:48,  1.12s/it, v_num=0gjq, train/loss=7.9\r",
+      "Epoch 0:   1%| | 100/10186 [01:52<3:08:48,  1.12s/it, v_num=0gjq, train/loss=7.5"
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+    {
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+      "Epoch 0:   1%| | 101/10186 [01:52<3:07:49,  1.12s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 101/10186 [01:52<3:07:49,  1.12s/it, v_num=0gjq, train/loss=7.5"
+     ]
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+      "Epoch 0:   1%| | 102/10186 [01:53<3:06:52,  1.11s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 102/10186 [01:53<3:06:52,  1.11s/it, v_num=0gjq, train/loss=7.8"
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+      "Epoch 0:   1%| | 103/10186 [01:53<3:05:56,  1.11s/it, v_num=0gjq, train/loss=7.8\r",
+      "Epoch 0:   1%| | 103/10186 [01:53<3:05:56,  1.11s/it, v_num=0gjq, train/loss=7.4"
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+      "Epoch 0:   1%| | 104/10186 [01:56<3:07:44,  1.12s/it, v_num=0gjq, train/loss=7.6"
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+      "Epoch 0:   1%| | 105/10186 [01:56<3:06:48,  1.11s/it, v_num=0gjq, train/loss=7.6\r",
+      "Epoch 0:   1%| | 105/10186 [01:56<3:06:49,  1.11s/it, v_num=0gjq, train/loss=7.3"
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+      "Epoch 0:   1%| | 106/10186 [01:57<3:05:54,  1.11s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   1%| | 106/10186 [01:57<3:05:54,  1.11s/it, v_num=0gjq, train/loss=7.5"
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+      "Epoch 0:   1%| | 107/10186 [01:57<3:05:01,  1.10s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 107/10186 [01:57<3:05:01,  1.10s/it, v_num=0gjq, train/loss=7.7"
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+    {
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+      "Epoch 0:   1%| | 108/10186 [02:00<3:06:46,  1.11s/it, v_num=0gjq, train/loss=7.7\r",
+      "Epoch 0:   1%| | 108/10186 [02:00<3:06:46,  1.11s/it, v_num=0gjq, train/loss=7.6"
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+      "Epoch 0:   1%| | 109/10186 [02:00<3:05:52,  1.11s/it, v_num=0gjq, train/loss=7.6\r",
+      "Epoch 0:   1%| | 109/10186 [02:00<3:05:53,  1.11s/it, v_num=0gjq, train/loss=7.3"
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+      "Epoch 0:   1%| | 110/10186 [02:01<3:05:01,  1.10s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   1%| | 110/10186 [02:01<3:05:01,  1.10s/it, v_num=0gjq, train/loss=7.5"
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+      "Epoch 0:   1%| | 111/10186 [02:01<3:04:10,  1.10s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
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+      "Epoch 0:   1%| | 112/10186 [02:03<3:05:51,  1.11s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 112/10186 [02:03<3:05:51,  1.11s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 113/10186 [02:04<3:05:00,  1.10s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 113/10186 [02:04<3:05:01,  1.10s/it, v_num=0gjq, train/loss=7.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 114/10186 [02:05<3:04:11,  1.10s/it, v_num=0gjq, train/loss=7.4\r",
+      "Epoch 0:   1%| | 114/10186 [02:05<3:04:11,  1.10s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 115/10186 [02:05<3:03:22,  1.09s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 115/10186 [02:05<3:03:22,  1.09s/it, v_num=0gjq, train/loss=8.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 116/10186 [02:07<3:04:59,  1.10s/it, v_num=0gjq, train/loss=8.0\r",
+      "Epoch 0:   1%| | 116/10186 [02:07<3:04:59,  1.10s/it, v_num=0gjq, train/loss=7.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 117/10186 [02:08<3:04:10,  1.10s/it, v_num=0gjq, train/loss=7.6\r",
+      "Epoch 0:   1%| | 117/10186 [02:08<3:04:10,  1.10s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 118/10186 [02:08<3:03:23,  1.09s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 118/10186 [02:08<3:03:23,  1.09s/it, v_num=0gjq, train/loss=7.6"
+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:   1%| | 119/10186 [02:09<3:02:36,  1.09s/it, v_num=0gjq, train/loss=7.6\r",
+      "Epoch 0:   1%| | 119/10186 [02:09<3:02:36,  1.09s/it, v_num=0gjq, train/loss=8.0"
+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:   1%| | 120/10186 [02:11<3:04:11,  1.10s/it, v_num=0gjq, train/loss=8.0\r",
+      "Epoch 0:   1%| | 120/10186 [02:11<3:04:11,  1.10s/it, v_num=0gjq, train/loss=7.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 121/10186 [02:12<3:03:24,  1.09s/it, v_num=0gjq, train/loss=7.7\r",
+      "Epoch 0:   1%| | 121/10186 [02:12<3:03:24,  1.09s/it, v_num=0gjq, train/loss=7.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%| | 122/10186 [02:12<3:02:38,  1.09s/it, v_num=0gjq, train/loss=7.4\r",
+      "Epoch 0:   1%| | 122/10186 [02:12<3:02:38,  1.09s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 123/10186 [02:13<3:01:53,  1.08s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 123/10186 [02:13<3:01:53,  1.08s/it, v_num=0gjq, train/loss=7.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 124/10186 [02:15<3:03:25,  1.09s/it, v_num=0gjq, train/loss=7.8\r",
+      "Epoch 0:   1%| | 124/10186 [02:15<3:03:25,  1.09s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 125/10186 [02:16<3:02:40,  1.09s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   1%| | 125/10186 [02:16<3:02:40,  1.09s/it, v_num=0gjq, train/loss=7.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 126/10186 [02:16<3:01:56,  1.09s/it, v_num=0gjq, train/loss=7.6\r",
+      "Epoch 0:   1%| | 126/10186 [02:16<3:01:56,  1.09s/it, v_num=0gjq, train/loss=7.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 127/10186 [02:17<3:01:13,  1.08s/it, v_num=0gjq, train/loss=7.8\r",
+      "Epoch 0:   1%| | 127/10186 [02:17<3:01:13,  1.08s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 128/10186 [02:19<3:02:48,  1.09s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   1%| | 128/10186 [02:19<3:02:48,  1.09s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 129/10186 [02:20<3:02:06,  1.09s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   1%| | 129/10186 [02:20<3:02:06,  1.09s/it, v_num=0gjq, train/loss=7.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 130/10186 [02:20<3:01:23,  1.08s/it, v_num=0gjq, train/loss=7.6\r",
+      "Epoch 0:   1%| | 130/10186 [02:20<3:01:24,  1.08s/it, v_num=0gjq, train/loss=7.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 131/10186 [02:21<3:00:42,  1.08s/it, v_num=0gjq, train/loss=7.4\r",
+      "Epoch 0:   1%| | 131/10186 [02:21<3:00:42,  1.08s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 132/10186 [02:23<3:02:09,  1.09s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 132/10186 [02:23<3:02:09,  1.09s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 133/10186 [02:24<3:01:27,  1.08s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   1%| | 133/10186 [02:24<3:01:27,  1.08s/it, v_num=0gjq, train/loss=7.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 134/10186 [02:24<3:00:46,  1.08s/it, v_num=0gjq, train/loss=7.4\r",
+      "Epoch 0:   1%| | 134/10186 [02:24<3:00:46,  1.08s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 135/10186 [02:25<3:00:06,  1.08s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   1%| | 135/10186 [02:25<3:00:06,  1.08s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 136/10186 [02:27<3:01:30,  1.08s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 136/10186 [02:27<3:01:30,  1.08s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 137/10186 [02:27<3:00:50,  1.08s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   1%| | 137/10186 [02:27<3:00:50,  1.08s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 138/10186 [02:28<3:00:10,  1.08s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   1%| | 138/10186 [02:28<3:00:11,  1.08s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 139/10186 [02:29<2:59:32,  1.07s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   1%| | 139/10186 [02:29<2:59:32,  1.07s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 140/10186 [02:31<3:00:56,  1.08s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 140/10186 [02:31<3:00:56,  1.08s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 141/10186 [02:31<3:00:17,  1.08s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   1%| | 141/10186 [02:31<3:00:17,  1.08s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   1%| | 142/10186 [02:32<2:59:39,  1.07s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   1%| | 142/10186 [02:32<2:59:39,  1.07s/it, v_num=0gjq, train/loss=7.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 143/10186 [02:32<2:59:02,  1.07s/it, v_num=0gjq, train/loss=7.8\r",
+      "Epoch 0:   1%| | 143/10186 [02:32<2:59:02,  1.07s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 144/10186 [02:35<3:00:21,  1.08s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   1%| | 144/10186 [02:35<3:00:21,  1.08s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 145/10186 [02:35<2:59:44,  1.07s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   1%| | 145/10186 [02:35<2:59:44,  1.07s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 146/10186 [02:36<2:59:07,  1.07s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   1%| | 146/10186 [02:36<2:59:07,  1.07s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 147/10186 [02:36<2:58:31,  1.07s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   1%| | 147/10186 [02:36<2:58:31,  1.07s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 148/10186 [02:39<2:59:49,  1.07s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   1%| | 148/10186 [02:39<2:59:49,  1.07s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 149/10186 [02:39<2:59:12,  1.07s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   1%| | 149/10186 [02:39<2:59:12,  1.07s/it, v_num=0gjq, train/loss=7.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 150/10186 [02:40<2:58:36,  1.07s/it, v_num=0gjq, train/loss=7.4\r",
+      "Epoch 0:   1%| | 150/10186 [02:40<2:58:36,  1.07s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 151/10186 [02:40<2:58:01,  1.06s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   1%| | 151/10186 [02:40<2:58:01,  1.06s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   1%| | 152/10186 [02:42<2:59:18,  1.07s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   1%| | 152/10186 [02:42<2:59:18,  1.07s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   2%| | 153/10186 [02:43<2:58:42,  1.07s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   2%| | 153/10186 [02:43<2:58:42,  1.07s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   2%| | 154/10186 [02:44<2:58:08,  1.07s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 154/10186 [02:44<2:58:08,  1.07s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   2%| | 155/10186 [02:44<2:57:34,  1.06s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   2%| | 155/10186 [02:44<2:57:34,  1.06s/it, v_num=0gjq, train/loss=7.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   2%| | 156/10186 [02:46<2:58:48,  1.07s/it, v_num=0gjq, train/loss=7.8\r",
+      "Epoch 0:   2%| | 156/10186 [02:46<2:58:48,  1.07s/it, v_num=0gjq, train/loss=8.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   2%| | 157/10186 [02:47<2:58:14,  1.07s/it, v_num=0gjq, train/loss=8.0\r",
+      "Epoch 0:   2%| | 157/10186 [02:47<2:58:14,  1.07s/it, v_num=0gjq, train/loss=7.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   2%| | 158/10186 [02:47<2:57:41,  1.06s/it, v_num=0gjq, train/loss=7.4\r",
+      "Epoch 0:   2%| | 158/10186 [02:47<2:57:41,  1.06s/it, v_num=0gjq, train/loss=7.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   2%| | 159/10186 [02:48<2:57:07,  1.06s/it, v_num=0gjq, train/loss=7.4\r",
+      "Epoch 0:   2%| | 159/10186 [02:48<2:57:07,  1.06s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   2%| | 160/10186 [02:50<2:58:21,  1.07s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 160/10186 [02:50<2:58:21,  1.07s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   2%| | 161/10186 [02:51<2:57:47,  1.06s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   2%| | 161/10186 [02:51<2:57:48,  1.06s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
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+      "Epoch 0:   2%| | 162/10186 [02:51<2:57:15,  1.06s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   2%| | 162/10186 [02:51<2:57:15,  1.06s/it, v_num=0gjq, train/loss=7.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 163/10186 [02:52<2:56:43,  1.06s/it, v_num=0gjq, train/loss=7.4\r",
+      "Epoch 0:   2%| | 163/10186 [02:52<2:56:43,  1.06s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 164/10186 [02:54<2:57:54,  1.07s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   2%| | 164/10186 [02:54<2:57:54,  1.07s/it, v_num=0gjq, train/loss=7.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 165/10186 [02:55<2:57:22,  1.06s/it, v_num=0gjq, train/loss=7.4\r",
+      "Epoch 0:   2%| | 165/10186 [02:55<2:57:22,  1.06s/it, v_num=0gjq, train/loss=8.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 166/10186 [02:55<2:56:50,  1.06s/it, v_num=0gjq, train/loss=8.2\r",
+      "Epoch 0:   2%| | 166/10186 [02:55<2:56:50,  1.06s/it, v_num=0gjq, train/loss=7.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 167/10186 [02:56<2:56:19,  1.06s/it, v_num=0gjq, train/loss=7.6\r",
+      "Epoch 0:   2%| | 167/10186 [02:56<2:56:19,  1.06s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 168/10186 [02:58<2:57:28,  1.06s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   2%| | 168/10186 [02:58<2:57:28,  1.06s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 169/10186 [02:59<2:56:57,  1.06s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   2%| | 169/10186 [02:59<2:56:57,  1.06s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 170/10186 [02:59<2:56:26,  1.06s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 170/10186 [02:59<2:56:26,  1.06s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 171/10186 [03:00<2:55:55,  1.05s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 171/10186 [03:00<2:55:55,  1.05s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 172/10186 [03:02<2:57:04,  1.06s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 172/10186 [03:02<2:57:04,  1.06s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 173/10186 [03:03<2:56:33,  1.06s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 173/10186 [03:03<2:56:33,  1.06s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 174/10186 [03:03<2:56:03,  1.06s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 174/10186 [03:03<2:56:03,  1.06s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 175/10186 [03:04<2:55:34,  1.05s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 175/10186 [03:04<2:55:34,  1.05s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 176/10186 [03:06<2:56:41,  1.06s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 176/10186 [03:06<2:56:41,  1.06s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 177/10186 [03:06<2:56:11,  1.06s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 177/10186 [03:06<2:56:11,  1.06s/it, v_num=0gjq, train/loss=7.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 178/10186 [03:07<2:55:42,  1.05s/it, v_num=0gjq, train/loss=7.6\r",
+      "Epoch 0:   2%| | 178/10186 [03:07<2:55:42,  1.05s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 179/10186 [03:08<2:55:13,  1.05s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 179/10186 [03:08<2:55:13,  1.05s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 180/10186 [03:10<2:56:17,  1.06s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   2%| | 180/10186 [03:10<2:56:17,  1.06s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 181/10186 [03:10<2:55:48,  1.05s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 181/10186 [03:10<2:55:48,  1.05s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 182/10186 [03:11<2:55:20,  1.05s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 182/10186 [03:11<2:55:20,  1.05s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 183/10186 [03:11<2:54:52,  1.05s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 183/10186 [03:11<2:54:52,  1.05s/it, v_num=0gjq, train/loss=7.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 184/10186 [03:14<2:55:55,  1.06s/it, v_num=0gjq, train/loss=7.4\r",
+      "Epoch 0:   2%| | 184/10186 [03:14<2:55:55,  1.06s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 185/10186 [03:14<2:55:27,  1.05s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 185/10186 [03:14<2:55:27,  1.05s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 186/10186 [03:15<2:54:59,  1.05s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 186/10186 [03:15<2:54:59,  1.05s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 187/10186 [03:15<2:54:31,  1.05s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 187/10186 [03:15<2:54:31,  1.05s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 188/10186 [03:18<2:55:34,  1.05s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 188/10186 [03:18<2:55:34,  1.05s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 189/10186 [03:18<2:55:07,  1.05s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 189/10186 [03:18<2:55:07,  1.05s/it, v_num=0gjq, train/loss=7.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 190/10186 [03:19<2:54:39,  1.05s/it, v_num=0gjq, train/loss=7.9\r",
+      "Epoch 0:   2%| | 190/10186 [03:19<2:54:39,  1.05s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 191/10186 [03:19<2:54:12,  1.05s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 191/10186 [03:19<2:54:12,  1.05s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 192/10186 [03:21<2:55:14,  1.05s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 192/10186 [03:21<2:55:14,  1.05s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 193/10186 [03:22<2:54:47,  1.05s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 193/10186 [03:22<2:54:47,  1.05s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 194/10186 [03:23<2:54:20,  1.05s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 194/10186 [03:23<2:54:20,  1.05s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 195/10186 [03:23<2:53:54,  1.04s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 195/10186 [03:23<2:53:54,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 196/10186 [03:25<2:54:54,  1.05s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 196/10186 [03:25<2:54:54,  1.05s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 197/10186 [03:26<2:54:27,  1.05s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 197/10186 [03:26<2:54:27,  1.05s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 198/10186 [03:26<2:54:01,  1.05s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   2%| | 198/10186 [03:26<2:54:01,  1.05s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 199/10186 [03:27<2:53:36,  1.04s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 199/10186 [03:27<2:53:36,  1.04s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 200/10186 [03:29<2:54:34,  1.05s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   2%| | 200/10186 [03:29<2:54:34,  1.05s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 201/10186 [03:30<2:54:09,  1.05s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 201/10186 [03:30<2:54:09,  1.05s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 202/10186 [03:30<2:53:43,  1.04s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 202/10186 [03:30<2:53:43,  1.04s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 203/10186 [03:31<2:53:18,  1.04s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 203/10186 [03:31<2:53:18,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 204/10186 [03:33<2:54:17,  1.05s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 204/10186 [03:33<2:54:17,  1.05s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 205/10186 [03:34<2:53:52,  1.05s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   2%| | 205/10186 [03:34<2:53:52,  1.05s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 206/10186 [03:34<2:53:27,  1.04s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 206/10186 [03:34<2:53:27,  1.04s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 207/10186 [03:35<2:53:02,  1.04s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   2%| | 207/10186 [03:35<2:53:02,  1.04s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 208/10186 [03:37<2:53:58,  1.05s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   2%| | 208/10186 [03:37<2:53:58,  1.05s/it, v_num=0gjq, train/loss=7.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 209/10186 [03:38<2:53:34,  1.04s/it, v_num=0gjq, train/loss=7.4\r",
+      "Epoch 0:   2%| | 209/10186 [03:38<2:53:34,  1.04s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 210/10186 [03:38<2:53:09,  1.04s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 210/10186 [03:38<2:53:09,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 211/10186 [03:39<2:52:45,  1.04s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 211/10186 [03:39<2:52:45,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 212/10186 [03:41<2:53:40,  1.04s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 212/10186 [03:41<2:53:40,  1.04s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 213/10186 [03:42<2:53:16,  1.04s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   2%| | 213/10186 [03:42<2:53:16,  1.04s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 214/10186 [03:42<2:52:52,  1.04s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   2%| | 214/10186 [03:42<2:52:52,  1.04s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 215/10186 [03:43<2:52:29,  1.04s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   2%| | 215/10186 [03:43<2:52:29,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 216/10186 [03:45<2:53:24,  1.04s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 216/10186 [03:45<2:53:24,  1.04s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 217/10186 [03:45<2:53:00,  1.04s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   2%| | 217/10186 [03:45<2:53:00,  1.04s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 218/10186 [03:46<2:52:37,  1.04s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 218/10186 [03:46<2:52:37,  1.04s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 219/10186 [03:47<2:52:13,  1.04s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   2%| | 219/10186 [03:47<2:52:13,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 220/10186 [03:49<2:53:07,  1.04s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 220/10186 [03:49<2:53:07,  1.04s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 221/10186 [03:49<2:52:43,  1.04s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 221/10186 [03:49<2:52:44,  1.04s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 222/10186 [03:50<2:52:21,  1.04s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 222/10186 [03:50<2:52:21,  1.04s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 223/10186 [03:50<2:51:58,  1.04s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   2%| | 223/10186 [03:50<2:51:58,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 224/10186 [03:53<2:52:50,  1.04s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 224/10186 [03:53<2:52:50,  1.04s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 225/10186 [03:53<2:52:28,  1.04s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 225/10186 [03:53<2:52:28,  1.04s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 226/10186 [03:54<2:52:05,  1.04s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   2%| | 226/10186 [03:54<2:52:05,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 227/10186 [03:54<2:51:43,  1.03s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 227/10186 [03:54<2:51:43,  1.03s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 228/10186 [03:57<2:52:35,  1.04s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   2%| | 228/10186 [03:57<2:52:35,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 229/10186 [03:57<2:52:13,  1.04s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 229/10186 [03:57<2:52:13,  1.04s/it, v_num=0gjq, train/loss=7.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 230/10186 [03:58<2:51:51,  1.04s/it, v_num=0gjq, train/loss=7.3\r",
+      "Epoch 0:   2%| | 230/10186 [03:58<2:51:51,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 231/10186 [03:58<2:51:29,  1.03s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 231/10186 [03:58<2:51:29,  1.03s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 232/10186 [04:01<2:52:20,  1.04s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   2%| | 232/10186 [04:01<2:52:20,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 233/10186 [04:01<2:51:58,  1.04s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 233/10186 [04:01<2:51:58,  1.04s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 234/10186 [04:02<2:51:37,  1.03s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 234/10186 [04:02<2:51:37,  1.03s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 235/10186 [04:02<2:51:15,  1.03s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   2%| | 235/10186 [04:02<2:51:16,  1.03s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 236/10186 [04:04<2:52:05,  1.04s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   2%| | 236/10186 [04:04<2:52:05,  1.04s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 237/10186 [04:05<2:51:43,  1.04s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   2%| | 237/10186 [04:05<2:51:43,  1.04s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 238/10186 [04:06<2:51:22,  1.03s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 238/10186 [04:06<2:51:22,  1.03s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 239/10186 [04:06<2:51:01,  1.03s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   2%| | 239/10186 [04:06<2:51:01,  1.03s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 240/10186 [04:08<2:51:50,  1.04s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 240/10186 [04:08<2:51:50,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 241/10186 [04:09<2:51:29,  1.03s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 241/10186 [04:09<2:51:29,  1.03s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 242/10186 [04:09<2:51:08,  1.03s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   2%| | 242/10186 [04:09<2:51:08,  1.03s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 243/10186 [04:10<2:50:47,  1.03s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   2%| | 243/10186 [04:10<2:50:47,  1.03s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 244/10186 [04:12<2:51:35,  1.04s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 244/10186 [04:12<2:51:35,  1.04s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 245/10186 [04:13<2:51:15,  1.03s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 245/10186 [04:13<2:51:15,  1.03s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 246/10186 [04:13<2:50:54,  1.03s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   2%| | 246/10186 [04:13<2:50:54,  1.03s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 247/10186 [04:14<2:50:34,  1.03s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 247/10186 [04:14<2:50:34,  1.03s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 248/10186 [04:16<2:51:22,  1.03s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   2%| | 248/10186 [04:16<2:51:22,  1.03s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 249/10186 [04:17<2:51:01,  1.03s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   2%| | 249/10186 [04:17<2:51:01,  1.03s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 250/10186 [04:17<2:50:41,  1.03s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   2%| | 250/10186 [04:17<2:50:41,  1.03s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 251/10186 [04:18<2:50:21,  1.03s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 251/10186 [04:18<2:50:21,  1.03s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 252/10186 [04:20<2:51:08,  1.03s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   2%| | 252/10186 [04:20<2:51:08,  1.03s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 253/10186 [04:21<2:50:48,  1.03s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   2%| | 253/10186 [04:21<2:50:48,  1.03s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   2%| | 254/10186 [04:21<2:50:28,  1.03s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   2%| | 254/10186 [04:21<2:50:28,  1.03s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 255/10186 [04:22<2:50:09,  1.03s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   3%| | 255/10186 [04:22<2:50:09,  1.03s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 256/10186 [04:24<2:50:54,  1.03s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 256/10186 [04:24<2:50:54,  1.03s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 257/10186 [04:24<2:50:34,  1.03s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   3%| | 257/10186 [04:24<2:50:35,  1.03s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 258/10186 [04:25<2:50:15,  1.03s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 258/10186 [04:25<2:50:15,  1.03s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 259/10186 [04:26<2:49:56,  1.03s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 259/10186 [04:26<2:49:56,  1.03s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 260/10186 [04:28<2:50:41,  1.03s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 260/10186 [04:28<2:50:41,  1.03s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 261/10186 [04:28<2:50:22,  1.03s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 261/10186 [04:28<2:50:22,  1.03s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 262/10186 [04:29<2:50:03,  1.03s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   3%| | 262/10186 [04:29<2:50:03,  1.03s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 263/10186 [04:29<2:49:44,  1.03s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   3%| | 263/10186 [04:29<2:49:44,  1.03s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 264/10186 [04:32<2:50:28,  1.03s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 264/10186 [04:32<2:50:28,  1.03s/it, v_num=0gjq, train/loss=7.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 265/10186 [04:32<2:50:09,  1.03s/it, v_num=0gjq, train/loss=7.2\r",
+      "Epoch 0:   3%| | 265/10186 [04:32<2:50:09,  1.03s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 266/10186 [04:33<2:49:51,  1.03s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   3%| | 266/10186 [04:33<2:49:51,  1.03s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 267/10186 [04:33<2:49:32,  1.03s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 267/10186 [04:33<2:49:32,  1.03s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 268/10186 [04:36<2:50:16,  1.03s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 268/10186 [04:36<2:50:16,  1.03s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 269/10186 [04:36<2:49:57,  1.03s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 269/10186 [04:36<2:49:58,  1.03s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 270/10186 [04:37<2:49:39,  1.03s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 270/10186 [04:37<2:49:39,  1.03s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 271/10186 [04:37<2:49:21,  1.02s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   3%| | 271/10186 [04:37<2:49:21,  1.02s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 272/10186 [04:39<2:50:04,  1.03s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   3%| | 272/10186 [04:39<2:50:04,  1.03s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 273/10186 [04:40<2:49:46,  1.03s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   3%| | 273/10186 [04:40<2:49:46,  1.03s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 274/10186 [04:41<2:49:28,  1.03s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 274/10186 [04:41<2:49:28,  1.03s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 275/10186 [04:41<2:49:10,  1.02s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   3%| | 275/10186 [04:41<2:49:10,  1.02s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 276/10186 [04:43<2:49:52,  1.03s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 276/10186 [04:43<2:49:52,  1.03s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 277/10186 [04:44<2:49:34,  1.03s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 277/10186 [04:44<2:49:34,  1.03s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 278/10186 [04:44<2:49:17,  1.03s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 278/10186 [04:44<2:49:17,  1.03s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 279/10186 [04:45<2:48:59,  1.02s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 279/10186 [04:45<2:48:59,  1.02s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 280/10186 [04:47<2:49:41,  1.03s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 280/10186 [04:47<2:49:41,  1.03s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 281/10186 [04:48<2:49:23,  1.03s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 281/10186 [04:48<2:49:23,  1.03s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 282/10186 [04:48<2:49:05,  1.02s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 282/10186 [04:48<2:49:05,  1.02s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 283/10186 [04:49<2:48:48,  1.02s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 283/10186 [04:49<2:48:48,  1.02s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 284/10186 [04:51<2:49:29,  1.03s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   3%| | 284/10186 [04:51<2:49:29,  1.03s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 285/10186 [04:52<2:49:11,  1.03s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   3%| | 285/10186 [04:52<2:49:12,  1.03s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 286/10186 [04:52<2:48:54,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 286/10186 [04:52<2:48:54,  1.02s/it, v_num=0gjq, train/loss=7.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 287/10186 [04:53<2:48:37,  1.02s/it, v_num=0gjq, train/loss=7.1\r",
+      "Epoch 0:   3%| | 287/10186 [04:53<2:48:37,  1.02s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 288/10186 [04:55<2:49:18,  1.03s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   3%| | 288/10186 [04:55<2:49:18,  1.03s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 289/10186 [04:56<2:49:00,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 289/10186 [04:56<2:49:00,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 290/10186 [04:56<2:48:43,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 290/10186 [04:56<2:48:43,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 291/10186 [04:57<2:48:26,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 291/10186 [04:57<2:48:26,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 292/10186 [04:59<2:49:07,  1.03s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 292/10186 [04:59<2:49:07,  1.03s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 293/10186 [05:00<2:48:50,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 293/10186 [05:00<2:48:50,  1.02s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 294/10186 [05:00<2:48:33,  1.02s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 294/10186 [05:00<2:48:33,  1.02s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 295/10186 [05:01<2:48:17,  1.02s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   3%| | 295/10186 [05:01<2:48:17,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 296/10186 [05:03<2:48:57,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 296/10186 [05:03<2:48:57,  1.02s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 297/10186 [05:03<2:48:40,  1.02s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   3%| | 297/10186 [05:03<2:48:40,  1.02s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 298/10186 [05:04<2:48:23,  1.02s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 298/10186 [05:04<2:48:23,  1.02s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 299/10186 [05:05<2:48:07,  1.02s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 299/10186 [05:05<2:48:07,  1.02s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 300/10186 [05:07<2:48:46,  1.02s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 300/10186 [05:07<2:48:46,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 301/10186 [05:07<2:48:30,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 301/10186 [05:07<2:48:30,  1.02s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 302/10186 [05:08<2:48:13,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   3%| | 302/10186 [05:08<2:48:13,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 303/10186 [05:08<2:47:57,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 303/10186 [05:08<2:47:57,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 304/10186 [05:11<2:48:36,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 304/10186 [05:11<2:48:36,  1.02s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 305/10186 [05:11<2:48:19,  1.02s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 305/10186 [05:11<2:48:19,  1.02s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 306/10186 [05:12<2:48:03,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   3%| | 306/10186 [05:12<2:48:03,  1.02s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 307/10186 [05:12<2:47:47,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   3%| | 307/10186 [05:12<2:47:47,  1.02s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 308/10186 [05:15<2:48:26,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   3%| | 308/10186 [05:15<2:48:26,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 309/10186 [05:15<2:48:10,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 309/10186 [05:15<2:48:10,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 310/10186 [05:16<2:47:54,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 310/10186 [05:16<2:47:54,  1.02s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 311/10186 [05:16<2:47:38,  1.02s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   3%| | 311/10186 [05:16<2:47:38,  1.02s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 312/10186 [05:19<2:48:16,  1.02s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 312/10186 [05:19<2:48:16,  1.02s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 313/10186 [05:19<2:48:00,  1.02s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   3%| | 313/10186 [05:19<2:48:00,  1.02s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 314/10186 [05:20<2:47:44,  1.02s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 314/10186 [05:20<2:47:44,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   3%| | 315/10186 [05:20<2:47:29,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 315/10186 [05:20<2:47:29,  1.02s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 316/10186 [05:22<2:48:06,  1.02s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 316/10186 [05:22<2:48:06,  1.02s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 317/10186 [05:23<2:47:50,  1.02s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   3%| | 317/10186 [05:23<2:47:50,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 318/10186 [05:24<2:47:35,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 318/10186 [05:24<2:47:35,  1.02s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 319/10186 [05:24<2:47:20,  1.02s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   3%| | 319/10186 [05:24<2:47:20,  1.02s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 320/10186 [05:26<2:47:56,  1.02s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   3%| | 320/10186 [05:26<2:47:56,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 321/10186 [05:27<2:47:40,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 321/10186 [05:27<2:47:40,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 322/10186 [05:27<2:47:25,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 322/10186 [05:27<2:47:25,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 323/10186 [05:28<2:47:10,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 323/10186 [05:28<2:47:10,  1.02s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 324/10186 [05:30<2:47:46,  1.02s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   3%| | 324/10186 [05:30<2:47:46,  1.02s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 325/10186 [05:31<2:47:31,  1.02s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   3%| | 325/10186 [05:31<2:47:31,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 326/10186 [05:31<2:47:16,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 326/10186 [05:31<2:47:16,  1.02s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 327/10186 [05:32<2:47:01,  1.02s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   3%| | 327/10186 [05:32<2:47:01,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 328/10186 [05:34<2:47:37,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 328/10186 [05:34<2:47:37,  1.02s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 329/10186 [05:35<2:47:22,  1.02s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   3%| | 329/10186 [05:35<2:47:22,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 330/10186 [05:35<2:47:07,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 330/10186 [05:35<2:47:07,  1.02s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 331/10186 [05:36<2:46:52,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   3%| | 331/10186 [05:36<2:46:52,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 332/10186 [05:38<2:47:27,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 332/10186 [05:38<2:47:27,  1.02s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 333/10186 [05:39<2:47:12,  1.02s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   3%| | 333/10186 [05:39<2:47:12,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 334/10186 [05:39<2:46:57,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 334/10186 [05:39<2:46:57,  1.02s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 335/10186 [05:40<2:46:43,  1.02s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   3%| | 335/10186 [05:40<2:46:43,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 336/10186 [05:42<2:47:17,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 336/10186 [05:42<2:47:17,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 337/10186 [05:42<2:47:03,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 337/10186 [05:42<2:47:03,  1.02s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 338/10186 [05:43<2:46:48,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   3%| | 338/10186 [05:43<2:46:49,  1.02s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 339/10186 [05:44<2:46:34,  1.01s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 339/10186 [05:44<2:46:34,  1.01s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 340/10186 [05:46<2:47:08,  1.02s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   3%| | 340/10186 [05:46<2:47:08,  1.02s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 341/10186 [05:46<2:46:54,  1.02s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 341/10186 [05:46<2:46:54,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 342/10186 [05:47<2:46:39,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 342/10186 [05:47<2:46:39,  1.02s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 343/10186 [05:47<2:46:25,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   3%| | 343/10186 [05:47<2:46:25,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 344/10186 [05:50<2:47:00,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 344/10186 [05:50<2:47:00,  1.02s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 345/10186 [05:50<2:46:45,  1.02s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 345/10186 [05:50<2:46:45,  1.02s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 346/10186 [05:51<2:46:31,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   3%| | 346/10186 [05:51<2:46:31,  1.02s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 347/10186 [05:51<2:46:17,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   3%| | 347/10186 [05:51<2:46:17,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 348/10186 [05:54<2:46:50,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   3%| | 348/10186 [05:54<2:46:51,  1.02s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 349/10186 [05:54<2:46:36,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   3%| | 349/10186 [05:54<2:46:36,  1.02s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 350/10186 [05:55<2:46:22,  1.01s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   3%| | 350/10186 [05:55<2:46:22,  1.01s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 351/10186 [05:55<2:46:09,  1.01s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   3%| | 351/10186 [05:55<2:46:09,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 352/10186 [05:58<2:46:41,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 352/10186 [05:58<2:46:41,  1.02s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 353/10186 [05:58<2:46:28,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 353/10186 [05:58<2:46:28,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 354/10186 [05:59<2:46:14,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   3%| | 354/10186 [05:59<2:46:14,  1.01s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 355/10186 [05:59<2:46:00,  1.01s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   3%| | 355/10186 [05:59<2:46:00,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   3%| | 356/10186 [06:01<2:46:34,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   3%| | 356/10186 [06:01<2:46:34,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 357/10186 [06:02<2:46:20,  1.02s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 357/10186 [06:02<2:46:20,  1.02s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 358/10186 [06:03<2:46:06,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 358/10186 [06:03<2:46:06,  1.01s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 359/10186 [06:03<2:45:53,  1.01s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   4%| | 359/10186 [06:03<2:45:53,  1.01s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 360/10186 [06:05<2:46:25,  1.02s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   4%| | 360/10186 [06:05<2:46:25,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 361/10186 [06:06<2:46:11,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 361/10186 [06:06<2:46:11,  1.01s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 362/10186 [06:06<2:45:58,  1.01s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   4%| | 362/10186 [06:06<2:45:58,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 363/10186 [06:07<2:45:45,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 363/10186 [06:07<2:45:45,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 364/10186 [06:09<2:46:17,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 364/10186 [06:09<2:46:17,  1.02s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 365/10186 [06:10<2:46:03,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 365/10186 [06:10<2:46:03,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 366/10186 [06:10<2:45:50,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 366/10186 [06:10<2:45:50,  1.01s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 367/10186 [06:11<2:45:36,  1.01s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   4%| | 367/10186 [06:11<2:45:36,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 368/10186 [06:13<2:46:08,  1.02s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 368/10186 [06:13<2:46:08,  1.02s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 369/10186 [06:14<2:45:55,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 369/10186 [06:14<2:45:55,  1.01s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 370/10186 [06:14<2:45:41,  1.01s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   4%| | 370/10186 [06:14<2:45:41,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 371/10186 [06:15<2:45:28,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 371/10186 [06:15<2:45:28,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 372/10186 [06:17<2:46:00,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 372/10186 [06:17<2:46:00,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 373/10186 [06:18<2:45:46,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 373/10186 [06:18<2:45:46,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 374/10186 [06:18<2:45:33,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 374/10186 [06:18<2:45:33,  1.01s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 375/10186 [06:19<2:45:20,  1.01s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   4%| | 375/10186 [06:19<2:45:20,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 376/10186 [06:21<2:45:51,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 376/10186 [06:21<2:45:51,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 377/10186 [06:21<2:45:38,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   4%| | 377/10186 [06:21<2:45:38,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 378/10186 [06:22<2:45:25,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 378/10186 [06:22<2:45:25,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 379/10186 [06:23<2:45:12,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 379/10186 [06:23<2:45:12,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 380/10186 [06:25<2:45:43,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 380/10186 [06:25<2:45:43,  1.01s/it, v_num=0gjq, train/loss=7.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 381/10186 [06:25<2:45:30,  1.01s/it, v_num=0gjq, train/loss=7.5\r",
+      "Epoch 0:   4%| | 381/10186 [06:25<2:45:30,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 382/10186 [06:26<2:45:17,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   4%| | 382/10186 [06:26<2:45:17,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 383/10186 [06:26<2:45:05,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   4%| | 383/10186 [06:26<2:45:05,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 384/10186 [06:29<2:45:35,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 384/10186 [06:29<2:45:35,  1.01s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 385/10186 [06:29<2:45:23,  1.01s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   4%| | 385/10186 [06:29<2:45:23,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 386/10186 [06:30<2:45:10,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 386/10186 [06:30<2:45:10,  1.01s/it, v_num=0gjq, train/loss=6.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 387/10186 [06:30<2:44:57,  1.01s/it, v_num=0gjq, train/loss=6.9\r",
+      "Epoch 0:   4%| | 387/10186 [06:30<2:44:57,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 388/10186 [06:33<2:45:27,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 388/10186 [06:33<2:45:27,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 389/10186 [06:33<2:45:15,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 389/10186 [06:33<2:45:15,  1.01s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 390/10186 [06:34<2:45:02,  1.01s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   4%| | 390/10186 [06:34<2:45:02,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 391/10186 [06:34<2:44:50,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 391/10186 [06:34<2:44:50,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 392/10186 [06:37<2:45:20,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   4%| | 392/10186 [06:37<2:45:20,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 393/10186 [06:37<2:45:07,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 393/10186 [06:37<2:45:07,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 394/10186 [06:38<2:44:55,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 394/10186 [06:38<2:44:55,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 395/10186 [06:38<2:44:42,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 395/10186 [06:38<2:44:42,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 396/10186 [06:40<2:45:12,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 396/10186 [06:40<2:45:12,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 397/10186 [06:41<2:45:00,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 397/10186 [06:41<2:45:00,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 398/10186 [06:42<2:44:47,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 398/10186 [06:42<2:44:47,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 399/10186 [06:42<2:44:35,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 399/10186 [06:42<2:44:35,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 400/10186 [06:44<2:45:04,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 400/10186 [06:44<2:45:04,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 401/10186 [06:45<2:44:52,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 401/10186 [06:45<2:44:52,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 402/10186 [06:45<2:44:40,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   4%| | 402/10186 [06:45<2:44:40,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 403/10186 [06:46<2:44:28,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 403/10186 [06:46<2:44:28,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 404/10186 [06:48<2:44:56,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   4%| | 404/10186 [06:48<2:44:56,  1.01s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 405/10186 [06:49<2:44:44,  1.01s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   4%| | 405/10186 [06:49<2:44:44,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 406/10186 [06:49<2:44:32,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 406/10186 [06:49<2:44:32,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 407/10186 [06:50<2:44:20,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 407/10186 [06:50<2:44:20,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 408/10186 [06:52<2:44:49,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 408/10186 [06:52<2:44:49,  1.01s/it, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 409/10186 [06:53<2:44:37,  1.01s/it, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   4%| | 409/10186 [06:53<2:44:37,  1.01s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 410/10186 [06:53<2:44:25,  1.01s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   4%| | 410/10186 [06:53<2:44:25,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 411/10186 [06:54<2:44:13,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   4%| | 411/10186 [06:54<2:44:13,  1.01s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 412/10186 [06:56<2:44:41,  1.01s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   4%| | 412/10186 [06:56<2:44:41,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 413/10186 [06:57<2:44:29,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 413/10186 [06:57<2:44:29,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 414/10186 [06:57<2:44:18,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 414/10186 [06:57<2:44:18,  1.01s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 415/10186 [06:58<2:44:06,  1.01s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   4%| | 415/10186 [06:58<2:44:06,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 416/10186 [07:00<2:44:33,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 416/10186 [07:00<2:44:34,  1.01s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 417/10186 [07:00<2:44:22,  1.01s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   4%| | 417/10186 [07:00<2:44:22,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 418/10186 [07:01<2:44:10,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   4%| | 418/10186 [07:01<2:44:10,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 419/10186 [07:02<2:43:58,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 419/10186 [07:02<2:43:58,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 420/10186 [07:04<2:44:26,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   4%| | 420/10186 [07:04<2:44:26,  1.01s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 421/10186 [07:04<2:44:14,  1.01s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   4%| | 421/10186 [07:04<2:44:14,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 422/10186 [07:05<2:44:03,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 422/10186 [07:05<2:44:03,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 423/10186 [07:05<2:43:52,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   4%| | 423/10186 [07:05<2:43:52,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 424/10186 [07:08<2:44:19,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 424/10186 [07:08<2:44:19,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 425/10186 [07:08<2:44:07,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   4%| | 425/10186 [07:08<2:44:07,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 426/10186 [07:09<2:43:56,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 426/10186 [07:09<2:43:56,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 427/10186 [07:09<2:43:44,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 427/10186 [07:09<2:43:44,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 428/10186 [07:12<2:44:11,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 428/10186 [07:12<2:44:11,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 429/10186 [07:12<2:44:00,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 429/10186 [07:12<2:44:00,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 430/10186 [07:13<2:43:49,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 430/10186 [07:13<2:43:49,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 431/10186 [07:13<2:43:38,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 431/10186 [07:13<2:43:38,  1.01s/it, v_num=0gjq, train/loss=6.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 432/10186 [07:16<2:44:04,  1.01s/it, v_num=0gjq, train/loss=6.8\r",
+      "Epoch 0:   4%| | 432/10186 [07:16<2:44:04,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 433/10186 [07:16<2:43:53,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   4%| | 433/10186 [07:16<2:43:53,  1.01s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 434/10186 [07:17<2:43:42,  1.01s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   4%| | 434/10186 [07:17<2:43:42,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 435/10186 [07:17<2:43:30,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   4%| | 435/10186 [07:17<2:43:31,  1.01s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 436/10186 [07:19<2:43:57,  1.01s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   4%| | 436/10186 [07:19<2:43:57,  1.01s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 437/10186 [07:20<2:43:46,  1.01s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 437/10186 [07:20<2:43:46,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 438/10186 [07:21<2:43:35,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 438/10186 [07:21<2:43:35,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 439/10186 [07:21<2:43:24,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 439/10186 [07:21<2:43:24,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 440/10186 [07:23<2:43:50,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 440/10186 [07:23<2:43:50,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 441/10186 [07:24<2:43:39,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 441/10186 [07:24<2:43:39,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 442/10186 [07:24<2:43:28,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   4%| | 442/10186 [07:24<2:43:28,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 443/10186 [07:25<2:43:17,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 443/10186 [07:25<2:43:17,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 444/10186 [07:27<2:43:44,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 444/10186 [07:27<2:43:44,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 445/10186 [07:28<2:43:33,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 445/10186 [07:28<2:43:33,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 446/10186 [07:28<2:43:22,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   4%| | 446/10186 [07:28<2:43:22,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 447/10186 [07:29<2:43:11,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   4%| | 447/10186 [07:29<2:43:11,  1.01s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 448/10186 [07:31<2:43:37,  1.01s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   4%| | 448/10186 [07:31<2:43:37,  1.01s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 449/10186 [07:32<2:43:26,  1.01s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   4%| | 449/10186 [07:32<2:43:26,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 450/10186 [07:32<2:43:15,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   4%| | 450/10186 [07:32<2:43:15,  1.01s/it, v_num=0gjq, train/loss=7.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 451/10186 [07:33<2:43:04,  1.01s/it, v_num=0gjq, train/loss=7.0\r",
+      "Epoch 0:   4%| | 451/10186 [07:33<2:43:04,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 452/10186 [07:35<2:43:30,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   4%| | 452/10186 [07:35<2:43:30,  1.01s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 453/10186 [07:36<2:43:19,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   4%| | 453/10186 [07:36<2:43:19,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 454/10186 [07:36<2:43:09,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   4%| | 454/10186 [07:36<2:43:09,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 455/10186 [07:37<2:42:58,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   4%| | 455/10186 [07:37<2:42:58,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 456/10186 [07:39<2:43:23,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   4%| | 456/10186 [07:39<2:43:23,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 457/10186 [07:39<2:43:12,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   4%| | 457/10186 [07:39<2:43:12,  1.01s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%| | 458/10186 [07:40<2:43:02,  1.01s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   4%| | 458/10186 [07:40<2:43:02,  1.01s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 459/10186 [07:41<2:42:51,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 459/10186 [07:41<2:42:51,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 460/10186 [07:43<2:43:16,  1.01s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 460/10186 [07:43<2:43:16,  1.01s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 461/10186 [07:43<2:43:05,  1.01s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   5%| | 461/10186 [07:43<2:43:06,  1.01s/it, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 462/10186 [07:44<2:42:55,  1.01s/it, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   5%| | 462/10186 [07:44<2:42:55,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 463/10186 [07:44<2:42:44,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 463/10186 [07:44<2:42:44,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 464/10186 [07:47<2:43:09,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 464/10186 [07:47<2:43:09,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 465/10186 [07:47<2:42:59,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 465/10186 [07:47<2:42:59,  1.01s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 466/10186 [07:48<2:42:48,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 466/10186 [07:48<2:42:48,  1.01s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 467/10186 [07:48<2:42:38,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 467/10186 [07:48<2:42:38,  1.00s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 468/10186 [07:51<2:43:02,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   5%| | 468/10186 [07:51<2:43:02,  1.01s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 469/10186 [07:51<2:42:52,  1.01s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 469/10186 [07:51<2:42:52,  1.01s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 470/10186 [07:52<2:42:42,  1.00s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   5%| | 470/10186 [07:52<2:42:42,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 471/10186 [07:52<2:42:31,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 471/10186 [07:52<2:42:31,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 472/10186 [07:55<2:42:56,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 472/10186 [07:55<2:42:56,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 473/10186 [07:55<2:42:45,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 473/10186 [07:55<2:42:45,  1.01s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 474/10186 [07:56<2:42:35,  1.00s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   5%| | 474/10186 [07:56<2:42:35,  1.00s/it, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 475/10186 [07:56<2:42:25,  1.00s/it, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   5%| | 475/10186 [07:56<2:42:25,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 476/10186 [07:58<2:42:49,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 476/10186 [07:58<2:42:49,  1.01s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 477/10186 [07:59<2:42:39,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 477/10186 [07:59<2:42:39,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 478/10186 [08:00<2:42:29,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 478/10186 [08:00<2:42:29,  1.00s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 479/10186 [08:00<2:42:19,  1.00s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   5%| | 479/10186 [08:00<2:42:19,  1.00s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 480/10186 [08:02<2:42:43,  1.01s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   5%| | 480/10186 [08:02<2:42:43,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 481/10186 [08:03<2:42:32,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 481/10186 [08:03<2:42:32,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 482/10186 [08:03<2:42:22,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 482/10186 [08:03<2:42:22,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 483/10186 [08:04<2:42:12,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 483/10186 [08:04<2:42:12,  1.00s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 484/10186 [08:06<2:42:36,  1.01s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 484/10186 [08:06<2:42:36,  1.01s/it, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 485/10186 [08:07<2:42:26,  1.00s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   5%| | 485/10186 [08:07<2:42:26,  1.00s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 486/10186 [08:07<2:42:16,  1.00s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   5%| | 486/10186 [08:07<2:42:16,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 487/10186 [08:08<2:42:06,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 487/10186 [08:08<2:42:06,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 488/10186 [08:10<2:42:30,  1.01s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 488/10186 [08:10<2:42:30,  1.01s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 489/10186 [08:11<2:42:20,  1.00s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   5%| | 489/10186 [08:11<2:42:20,  1.00s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 490/10186 [08:11<2:42:10,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 490/10186 [08:11<2:42:10,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 491/10186 [08:12<2:42:00,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 491/10186 [08:12<2:42:00,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 492/10186 [08:14<2:42:23,  1.01s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 492/10186 [08:14<2:42:23,  1.01s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 493/10186 [08:15<2:42:13,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 493/10186 [08:15<2:42:13,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 494/10186 [08:15<2:42:03,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 494/10186 [08:15<2:42:03,  1.00s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 495/10186 [08:16<2:41:54,  1.00s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   5%| | 495/10186 [08:16<2:41:54,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 496/10186 [08:18<2:42:17,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 496/10186 [08:18<2:42:17,  1.00s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 497/10186 [08:18<2:42:07,  1.00s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   5%| | 497/10186 [08:18<2:42:07,  1.00s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 498/10186 [08:19<2:41:57,  1.00s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   5%| | 498/10186 [08:19<2:41:57,  1.00s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 499/10186 [08:20<2:41:48,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 499/10186 [08:20<2:41:48,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 500/10186 [08:22<2:42:10,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 500/10186 [08:22<2:42:10,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 501/10186 [08:22<2:42:01,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 501/10186 [08:22<2:42:01,  1.00s/it, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 502/10186 [08:23<2:41:51,  1.00s/it, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   5%| | 502/10186 [08:23<2:41:51,  1.00s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 503/10186 [08:23<2:41:41,  1.00s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 503/10186 [08:23<2:41:41,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 504/10186 [08:26<2:42:04,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 504/10186 [08:26<2:42:04,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 505/10186 [08:26<2:41:54,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 505/10186 [08:26<2:41:54,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 506/10186 [08:27<2:41:45,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 506/10186 [08:27<2:41:45,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 507/10186 [08:27<2:41:35,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 507/10186 [08:27<2:41:35,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 508/10186 [08:30<2:41:58,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 508/10186 [08:30<2:41:58,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 509/10186 [08:30<2:41:48,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 509/10186 [08:30<2:41:48,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 510/10186 [08:31<2:41:38,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 510/10186 [08:31<2:41:38,  1.00s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 511/10186 [08:31<2:41:29,  1.00s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   5%| | 511/10186 [08:31<2:41:29,  1.00s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 512/10186 [08:33<2:41:51,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 512/10186 [08:33<2:41:51,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 513/10186 [08:34<2:41:42,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 513/10186 [08:34<2:41:42,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 514/10186 [08:35<2:41:32,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 514/10186 [08:35<2:41:32,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 515/10186 [08:35<2:41:23,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 515/10186 [08:35<2:41:23,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 516/10186 [08:37<2:41:45,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 516/10186 [08:37<2:41:45,  1.00s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 517/10186 [08:38<2:41:36,  1.00s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   5%| | 517/10186 [08:38<2:41:36,  1.00s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 518/10186 [08:39<2:41:27,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 518/10186 [08:39<2:41:27,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 519/10186 [08:39<2:41:17,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 519/10186 [08:39<2:41:17,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 520/10186 [08:41<2:41:39,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 520/10186 [08:41<2:41:39,  1.00s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 521/10186 [08:42<2:41:30,  1.00s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   5%| | 521/10186 [08:42<2:41:30,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 522/10186 [08:42<2:41:21,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 522/10186 [08:42<2:41:21,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 523/10186 [08:43<2:41:11,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 523/10186 [08:43<2:41:11,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 524/10186 [08:45<2:41:33,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 524/10186 [08:45<2:41:33,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 525/10186 [08:46<2:41:24,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 525/10186 [08:46<2:41:24,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 526/10186 [08:46<2:41:14,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 526/10186 [08:46<2:41:14,  1.00s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 527/10186 [08:47<2:41:05,  1.00s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   5%| | 527/10186 [08:47<2:41:05,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 528/10186 [08:49<2:41:27,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 528/10186 [08:49<2:41:27,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 529/10186 [08:50<2:41:18,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 529/10186 [08:50<2:41:18,  1.00s/it, v_num=0gjq, train/loss=6.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 530/10186 [08:50<2:41:08,  1.00s/it, v_num=0gjq, train/loss=6.7\r",
+      "Epoch 0:   5%| | 530/10186 [08:50<2:41:08,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 531/10186 [08:51<2:40:59,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 531/10186 [08:51<2:40:59,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 532/10186 [08:53<2:41:21,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 532/10186 [08:53<2:41:21,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 533/10186 [08:54<2:41:12,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 533/10186 [08:54<2:41:12,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 534/10186 [08:54<2:41:02,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 534/10186 [08:54<2:41:02,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 535/10186 [08:55<2:40:53,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 535/10186 [08:55<2:40:53,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 536/10186 [08:57<2:41:15,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 536/10186 [08:57<2:41:15,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 537/10186 [08:57<2:41:06,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 537/10186 [08:57<2:41:06,  1.00s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 538/10186 [08:58<2:40:57,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 538/10186 [08:58<2:40:57,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 539/10186 [08:59<2:40:48,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 539/10186 [08:59<2:40:48,  1.00s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 540/10186 [09:01<2:41:10,  1.00s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   5%| | 540/10186 [09:01<2:41:10,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 541/10186 [09:01<2:41:01,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 541/10186 [09:01<2:41:01,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 542/10186 [09:02<2:40:52,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 542/10186 [09:02<2:40:52,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 543/10186 [09:03<2:40:43,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 543/10186 [09:03<2:40:43,  1.00s/it, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 544/10186 [09:05<2:41:04,  1.00s/it, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   5%| | 544/10186 [09:05<2:41:04,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 545/10186 [09:05<2:40:55,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 545/10186 [09:05<2:40:55,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 546/10186 [09:06<2:40:46,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 546/10186 [09:06<2:40:46,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 547/10186 [09:06<2:40:37,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 547/10186 [09:06<2:40:37,  1.00it/s, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 548/10186 [09:09<2:40:58,  1.00s/it, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   5%| | 548/10186 [09:09<2:40:58,  1.00s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 549/10186 [09:09<2:40:49,  1.00s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   5%| | 549/10186 [09:09<2:40:49,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 550/10186 [09:10<2:40:40,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 550/10186 [09:10<2:40:40,  1.00s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 551/10186 [09:10<2:40:31,  1.00it/s, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 551/10186 [09:10<2:40:31,  1.00it/s, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 552/10186 [09:13<2:40:52,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   5%| | 552/10186 [09:13<2:40:52,  1.00s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 553/10186 [09:13<2:40:43,  1.00s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   5%| | 553/10186 [09:13<2:40:43,  1.00s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 554/10186 [09:14<2:40:34,  1.00s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   5%| | 554/10186 [09:14<2:40:34,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 555/10186 [09:14<2:40:25,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   5%| | 555/10186 [09:14<2:40:25,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 556/10186 [09:16<2:40:46,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 556/10186 [09:16<2:40:46,  1.00s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 557/10186 [09:17<2:40:37,  1.00s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   5%| | 557/10186 [09:17<2:40:37,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 558/10186 [09:18<2:40:28,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 558/10186 [09:18<2:40:28,  1.00s/it, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 559/10186 [09:18<2:40:20,  1.00it/s, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   5%| | 559/10186 [09:18<2:40:20,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 560/10186 [09:20<2:40:40,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   5%| | 560/10186 [09:20<2:40:40,  1.00s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 561/10186 [09:21<2:40:31,  1.00s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   6%| | 561/10186 [09:21<2:40:31,  1.00s/it, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 562/10186 [09:21<2:40:23,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 562/10186 [09:21<2:40:23,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 563/10186 [09:22<2:40:14,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 563/10186 [09:22<2:40:14,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 564/10186 [09:24<2:40:34,  1.00s/it, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 564/10186 [09:24<2:40:34,  1.00s/it, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 565/10186 [09:25<2:40:25,  1.00s/it, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 565/10186 [09:25<2:40:25,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 566/10186 [09:25<2:40:17,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 566/10186 [09:25<2:40:17,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 567/10186 [09:26<2:40:08,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 567/10186 [09:26<2:40:08,  1.00it/s, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 568/10186 [09:28<2:40:28,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   6%| | 568/10186 [09:28<2:40:28,  1.00s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 569/10186 [09:29<2:40:20,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   6%| | 569/10186 [09:29<2:40:20,  1.00s/it, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 570/10186 [09:29<2:40:11,  1.00it/s, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   6%| | 570/10186 [09:29<2:40:11,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 571/10186 [09:30<2:40:03,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 571/10186 [09:30<2:40:03,  1.00it/s, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 572/10186 [09:32<2:40:22,  1.00s/it, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   6%| | 572/10186 [09:32<2:40:22,  1.00s/it, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 573/10186 [09:33<2:40:14,  1.00s/it, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   6%| | 573/10186 [09:33<2:40:14,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 574/10186 [09:33<2:40:05,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 574/10186 [09:33<2:40:05,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 575/10186 [09:34<2:39:57,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 575/10186 [09:34<2:39:57,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 576/10186 [09:36<2:40:17,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 576/10186 [09:36<2:40:17,  1.00s/it, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 577/10186 [09:36<2:40:08,  1.00it/s, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   6%| | 577/10186 [09:36<2:40:08,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 578/10186 [09:37<2:40:00,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 578/10186 [09:37<2:40:00,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 579/10186 [09:38<2:39:52,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 579/10186 [09:38<2:39:52,  1.00it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 580/10186 [09:40<2:40:11,  1.00s/it, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   6%| | 580/10186 [09:40<2:40:11,  1.00s/it, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 581/10186 [09:40<2:40:03,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 581/10186 [09:40<2:40:03,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 582/10186 [09:41<2:39:54,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 582/10186 [09:41<2:39:54,  1.00it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 583/10186 [09:41<2:39:46,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   6%| | 583/10186 [09:41<2:39:46,  1.00it/s, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 584/10186 [09:44<2:40:05,  1.00s/it, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   6%| | 584/10186 [09:44<2:40:05,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 585/10186 [09:44<2:39:57,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 585/10186 [09:44<2:39:57,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 586/10186 [09:45<2:39:49,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 586/10186 [09:45<2:39:49,  1.00it/s, v_num=0gjq, train/loss=5.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 587/10186 [09:45<2:39:40,  1.00it/s, v_num=0gjq, train/loss=5.2\r",
+      "Epoch 0:   6%| | 587/10186 [09:45<2:39:40,  1.00it/s, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 588/10186 [09:48<2:39:59,  1.00s/it, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   6%| | 588/10186 [09:48<2:39:59,  1.00s/it, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 589/10186 [09:48<2:39:51,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   6%| | 589/10186 [09:48<2:39:51,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 590/10186 [09:49<2:39:43,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 590/10186 [09:49<2:39:43,  1.00it/s, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 591/10186 [09:49<2:39:35,  1.00it/s, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   6%| | 591/10186 [09:49<2:39:35,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 592/10186 [09:52<2:39:54,  1.00s/it, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 592/10186 [09:52<2:39:54,  1.00s/it, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 593/10186 [09:52<2:39:46,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 593/10186 [09:52<2:39:46,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 594/10186 [09:53<2:39:37,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 594/10186 [09:53<2:39:38,  1.00it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 595/10186 [09:53<2:39:29,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   6%| | 595/10186 [09:53<2:39:29,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 596/10186 [09:55<2:39:48,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 596/10186 [09:55<2:39:48,  1.00it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 597/10186 [09:56<2:39:40,  1.00it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   6%| | 597/10186 [09:56<2:39:40,  1.00it/s, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 598/10186 [09:57<2:39:32,  1.00it/s, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   6%| | 598/10186 [09:57<2:39:32,  1.00it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 599/10186 [09:57<2:39:24,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   6%| | 599/10186 [09:57<2:39:24,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 600/10186 [09:59<2:39:43,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 600/10186 [09:59<2:39:43,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 601/10186 [10:00<2:39:34,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 601/10186 [10:00<2:39:34,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 602/10186 [10:00<2:39:26,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 602/10186 [10:00<2:39:26,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 603/10186 [10:01<2:39:18,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 603/10186 [10:01<2:39:18,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 604/10186 [10:03<2:39:37,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 604/10186 [10:03<2:39:37,  1.00it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 605/10186 [10:04<2:39:29,  1.00it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   6%| | 605/10186 [10:04<2:39:29,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 606/10186 [10:04<2:39:21,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 606/10186 [10:04<2:39:21,  1.00it/s, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 607/10186 [10:05<2:39:13,  1.00it/s, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   6%| | 607/10186 [10:05<2:39:13,  1.00it/s, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 608/10186 [10:07<2:39:31,  1.00it/s, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   6%| | 608/10186 [10:07<2:39:31,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 609/10186 [10:08<2:39:23,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 609/10186 [10:08<2:39:23,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 610/10186 [10:08<2:39:15,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 610/10186 [10:08<2:39:15,  1.00it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 611/10186 [10:09<2:39:07,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   6%| | 611/10186 [10:09<2:39:07,  1.00it/s, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 612/10186 [10:11<2:39:26,  1.00it/s, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   6%| | 612/10186 [10:11<2:39:26,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 613/10186 [10:12<2:39:18,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 613/10186 [10:12<2:39:18,  1.00it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 614/10186 [10:12<2:39:10,  1.00it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   6%| | 614/10186 [10:12<2:39:10,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 615/10186 [10:13<2:39:02,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 615/10186 [10:13<2:39:02,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 616/10186 [10:15<2:39:20,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 616/10186 [10:15<2:39:20,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 617/10186 [10:15<2:39:12,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 617/10186 [10:15<2:39:12,  1.00it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 618/10186 [10:16<2:39:04,  1.00it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   6%| | 618/10186 [10:16<2:39:04,  1.00it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 619/10186 [10:17<2:38:57,  1.00it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   6%| | 619/10186 [10:17<2:38:57,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 620/10186 [10:19<2:39:15,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 620/10186 [10:19<2:39:15,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 621/10186 [10:19<2:39:07,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 621/10186 [10:19<2:39:07,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 622/10186 [10:20<2:38:59,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 622/10186 [10:20<2:38:59,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 623/10186 [10:20<2:38:51,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 623/10186 [10:20<2:38:51,  1.00it/s, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 624/10186 [10:23<2:39:09,  1.00it/s, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   6%| | 624/10186 [10:23<2:39:09,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 625/10186 [10:23<2:39:01,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 625/10186 [10:23<2:39:01,  1.00it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 626/10186 [10:24<2:38:53,  1.00it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   6%| | 626/10186 [10:24<2:38:53,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 627/10186 [10:24<2:38:46,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 627/10186 [10:24<2:38:46,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 628/10186 [10:27<2:39:03,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 628/10186 [10:27<2:39:03,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 629/10186 [10:27<2:38:56,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 629/10186 [10:27<2:38:56,  1.00it/s, v_num=0gjq, train/loss=5.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 630/10186 [10:28<2:38:48,  1.00it/s, v_num=0gjq, train/loss=5.2\r",
+      "Epoch 0:   6%| | 630/10186 [10:28<2:38:48,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 631/10186 [10:28<2:38:40,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 631/10186 [10:28<2:38:40,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 632/10186 [10:30<2:38:58,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 632/10186 [10:30<2:38:58,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 633/10186 [10:31<2:38:51,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 633/10186 [10:31<2:38:51,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 634/10186 [10:32<2:38:43,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 634/10186 [10:32<2:38:43,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 635/10186 [10:32<2:38:35,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 635/10186 [10:32<2:38:35,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 636/10186 [10:34<2:38:53,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 636/10186 [10:34<2:38:53,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 637/10186 [10:35<2:38:45,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   6%| | 637/10186 [10:35<2:38:45,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 638/10186 [10:36<2:38:38,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 638/10186 [10:36<2:38:38,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 639/10186 [10:36<2:38:30,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 639/10186 [10:36<2:38:30,  1.00it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 640/10186 [10:38<2:38:47,  1.00it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   6%| | 640/10186 [10:38<2:38:47,  1.00it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 641/10186 [10:39<2:38:40,  1.00it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   6%| | 641/10186 [10:39<2:38:40,  1.00it/s, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 642/10186 [10:39<2:38:32,  1.00it/s, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   6%| | 642/10186 [10:39<2:38:32,  1.00it/s, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 643/10186 [10:40<2:38:25,  1.00it/s, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   6%| | 643/10186 [10:40<2:38:25,  1.00it/s, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 644/10186 [10:42<2:38:42,  1.00it/s, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   6%| | 644/10186 [10:42<2:38:42,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 645/10186 [10:43<2:38:35,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 645/10186 [10:43<2:38:35,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 646/10186 [10:43<2:38:27,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 646/10186 [10:43<2:38:27,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 647/10186 [10:44<2:38:20,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 647/10186 [10:44<2:38:20,  1.00it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 648/10186 [10:46<2:38:37,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   6%| | 648/10186 [10:46<2:38:37,  1.00it/s, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 649/10186 [10:47<2:38:29,  1.00it/s, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   6%| | 649/10186 [10:47<2:38:29,  1.00it/s, v_num=0gjq, train/loss=6.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 650/10186 [10:47<2:38:22,  1.00it/s, v_num=0gjq, train/loss=6.5\r",
+      "Epoch 0:   6%| | 650/10186 [10:47<2:38:22,  1.00it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 651/10186 [10:48<2:38:14,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   6%| | 651/10186 [10:48<2:38:14,  1.00it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 652/10186 [10:50<2:38:31,  1.00it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   6%| | 652/10186 [10:50<2:38:31,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 653/10186 [10:51<2:38:24,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 653/10186 [10:51<2:38:24,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 654/10186 [10:51<2:38:17,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   6%| | 654/10186 [10:51<2:38:17,  1.00it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 655/10186 [10:52<2:38:09,  1.00it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   6%| | 655/10186 [10:52<2:38:09,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 656/10186 [10:54<2:38:26,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 656/10186 [10:54<2:38:26,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 657/10186 [10:54<2:38:19,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 657/10186 [10:54<2:38:19,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 658/10186 [10:55<2:38:11,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 658/10186 [10:55<2:38:11,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 659/10186 [10:56<2:38:04,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 659/10186 [10:56<2:38:04,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 660/10186 [10:58<2:38:21,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   6%| | 660/10186 [10:58<2:38:21,  1.00it/s, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 661/10186 [10:58<2:38:13,  1.00it/s, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   6%| | 661/10186 [10:58<2:38:13,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 662/10186 [10:59<2:38:06,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   6%| | 662/10186 [10:59<2:38:06,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 663/10186 [10:59<2:37:59,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 663/10186 [10:59<2:37:59,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 664/10186 [11:02<2:38:16,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 664/10186 [11:02<2:38:16,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 665/10186 [11:02<2:38:08,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 665/10186 [11:02<2:38:08,  1.00it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 666/10186 [11:03<2:38:01,  1.00it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   7%| | 666/10186 [11:03<2:38:01,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 667/10186 [11:03<2:37:54,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   7%| | 667/10186 [11:03<2:37:54,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 668/10186 [11:06<2:38:10,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 668/10186 [11:06<2:38:10,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 669/10186 [11:06<2:38:03,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   7%| | 669/10186 [11:06<2:38:03,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 670/10186 [11:07<2:37:56,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   7%| | 670/10186 [11:07<2:37:56,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 671/10186 [11:07<2:37:49,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 671/10186 [11:07<2:37:49,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 672/10186 [11:09<2:38:05,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   7%| | 672/10186 [11:09<2:38:05,  1.00it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 673/10186 [11:10<2:37:58,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 673/10186 [11:10<2:37:58,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 674/10186 [11:11<2:37:50,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   7%| | 674/10186 [11:11<2:37:50,  1.00it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 675/10186 [11:11<2:37:43,  1.00it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   7%| | 675/10186 [11:11<2:37:43,  1.00it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 676/10186 [11:13<2:38:00,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 676/10186 [11:13<2:38:00,  1.00it/s, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 677/10186 [11:14<2:37:53,  1.00it/s, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   7%| | 677/10186 [11:14<2:37:53,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 678/10186 [11:14<2:37:45,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 678/10186 [11:14<2:37:45,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 679/10186 [11:15<2:37:38,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   7%| | 679/10186 [11:15<2:37:38,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 680/10186 [11:17<2:37:55,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 680/10186 [11:17<2:37:55,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 681/10186 [11:18<2:37:48,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   7%| | 681/10186 [11:18<2:37:48,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 682/10186 [11:18<2:37:41,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   7%| | 682/10186 [11:18<2:37:41,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 683/10186 [11:19<2:37:33,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 683/10186 [11:19<2:37:33,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 684/10186 [11:21<2:37:50,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 684/10186 [11:21<2:37:50,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 685/10186 [11:22<2:37:42,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 685/10186 [11:22<2:37:42,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 686/10186 [11:22<2:37:35,  1.00it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   7%| | 686/10186 [11:22<2:37:35,  1.00it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 687/10186 [11:23<2:37:28,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   7%| | 687/10186 [11:23<2:37:28,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 688/10186 [11:25<2:37:44,  1.00it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   7%| | 688/10186 [11:25<2:37:44,  1.00it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 689/10186 [11:26<2:37:37,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 689/10186 [11:26<2:37:37,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 690/10186 [11:26<2:37:30,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 690/10186 [11:26<2:37:30,  1.00it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 691/10186 [11:27<2:37:23,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   7%| | 691/10186 [11:27<2:37:23,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 692/10186 [11:29<2:37:39,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 692/10186 [11:29<2:37:39,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 693/10186 [11:30<2:37:32,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 693/10186 [11:30<2:37:32,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 694/10186 [11:30<2:37:25,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 694/10186 [11:30<2:37:25,  1.00it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 695/10186 [11:31<2:37:18,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   7%| | 695/10186 [11:31<2:37:18,  1.01it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 696/10186 [11:33<2:37:34,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   7%| | 696/10186 [11:33<2:37:34,  1.00it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 697/10186 [11:33<2:37:27,  1.00it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   7%| | 697/10186 [11:33<2:37:27,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 698/10186 [11:34<2:37:20,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 698/10186 [11:34<2:37:20,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 699/10186 [11:35<2:37:13,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 699/10186 [11:35<2:37:13,  1.01it/s, v_num=0gjq, train/loss=5.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 700/10186 [11:37<2:37:29,  1.00it/s, v_num=0gjq, train/loss=5.1\r",
+      "Epoch 0:   7%| | 700/10186 [11:37<2:37:29,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 701/10186 [11:37<2:37:22,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 701/10186 [11:37<2:37:22,  1.00it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 702/10186 [11:38<2:37:15,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 702/10186 [11:38<2:37:15,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 703/10186 [11:38<2:37:08,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 703/10186 [11:38<2:37:08,  1.01it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 704/10186 [11:41<2:37:24,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   7%| | 704/10186 [11:41<2:37:24,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 705/10186 [11:41<2:37:17,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 705/10186 [11:41<2:37:17,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 706/10186 [11:42<2:37:10,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 706/10186 [11:42<2:37:10,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 707/10186 [11:42<2:37:03,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 707/10186 [11:42<2:37:03,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 708/10186 [11:45<2:37:19,  1.00it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   7%| | 708/10186 [11:45<2:37:19,  1.00it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 709/10186 [11:45<2:37:12,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 709/10186 [11:45<2:37:12,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 710/10186 [11:46<2:37:06,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 710/10186 [11:46<2:37:06,  1.01it/s, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 711/10186 [11:46<2:36:59,  1.01it/s, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   7%| | 711/10186 [11:46<2:36:59,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 712/10186 [11:49<2:37:14,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 712/10186 [11:49<2:37:14,  1.00it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 713/10186 [11:49<2:37:07,  1.00it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   7%| | 713/10186 [11:49<2:37:07,  1.00it/s, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 714/10186 [11:50<2:37:00,  1.01it/s, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   7%| | 714/10186 [11:50<2:37:00,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 715/10186 [11:50<2:36:54,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   7%| | 715/10186 [11:50<2:36:54,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 716/10186 [11:52<2:37:09,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 716/10186 [11:52<2:37:09,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 717/10186 [11:53<2:37:02,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 717/10186 [11:53<2:37:02,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 718/10186 [11:54<2:36:55,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 718/10186 [11:54<2:36:55,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 719/10186 [11:54<2:36:48,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   7%| | 719/10186 [11:54<2:36:48,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 720/10186 [11:56<2:37:04,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 720/10186 [11:56<2:37:04,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 721/10186 [11:57<2:36:57,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 721/10186 [11:57<2:36:57,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 722/10186 [11:57<2:36:50,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 722/10186 [11:57<2:36:50,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 723/10186 [11:58<2:36:44,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 723/10186 [11:58<2:36:44,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 724/10186 [12:00<2:36:59,  1.00it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   7%| | 724/10186 [12:00<2:36:59,  1.00it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 725/10186 [12:01<2:36:52,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   7%| | 725/10186 [12:01<2:36:52,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 726/10186 [12:01<2:36:45,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 726/10186 [12:01<2:36:45,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 727/10186 [12:02<2:36:38,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   7%| | 727/10186 [12:02<2:36:38,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 728/10186 [12:04<2:36:54,  1.00it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 728/10186 [12:04<2:36:54,  1.00it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 729/10186 [12:05<2:36:47,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 729/10186 [12:05<2:36:47,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 730/10186 [12:05<2:36:40,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 730/10186 [12:05<2:36:40,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 731/10186 [12:06<2:36:34,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   7%| | 731/10186 [12:06<2:36:34,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 732/10186 [12:08<2:36:49,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 732/10186 [12:08<2:36:49,  1.00it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 733/10186 [12:09<2:36:42,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 733/10186 [12:09<2:36:42,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 734/10186 [12:09<2:36:35,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   7%| | 734/10186 [12:09<2:36:35,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 735/10186 [12:10<2:36:29,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 735/10186 [12:10<2:36:29,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 736/10186 [12:12<2:36:44,  1.00it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 736/10186 [12:12<2:36:44,  1.00it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 737/10186 [12:12<2:36:37,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   7%| | 737/10186 [12:12<2:36:37,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 738/10186 [12:13<2:36:31,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 738/10186 [12:13<2:36:31,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 739/10186 [12:14<2:36:24,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   7%| | 739/10186 [12:14<2:36:24,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 740/10186 [12:16<2:36:39,  1.00it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 740/10186 [12:16<2:36:39,  1.00it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 741/10186 [12:16<2:36:32,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   7%| | 741/10186 [12:16<2:36:32,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 742/10186 [12:17<2:36:25,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 742/10186 [12:17<2:36:25,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 743/10186 [12:17<2:36:19,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 743/10186 [12:17<2:36:19,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 744/10186 [12:20<2:36:34,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 744/10186 [12:20<2:36:34,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 745/10186 [12:20<2:36:27,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   7%| | 745/10186 [12:20<2:36:27,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 746/10186 [12:21<2:36:20,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 746/10186 [12:21<2:36:20,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 747/10186 [12:21<2:36:14,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   7%| | 747/10186 [12:21<2:36:14,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 748/10186 [12:24<2:36:29,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 748/10186 [12:24<2:36:29,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 749/10186 [12:24<2:36:22,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   7%| | 749/10186 [12:24<2:36:22,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 750/10186 [12:25<2:36:16,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   7%| | 750/10186 [12:25<2:36:16,  1.01it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 751/10186 [12:25<2:36:09,  1.01it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   7%| | 751/10186 [12:25<2:36:09,  1.01it/s, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 752/10186 [12:28<2:36:24,  1.01it/s, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   7%| | 752/10186 [12:28<2:36:24,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 753/10186 [12:28<2:36:17,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 753/10186 [12:28<2:36:17,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 754/10186 [12:29<2:36:11,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   7%| | 754/10186 [12:29<2:36:11,  1.01it/s, v_num=0gjq, train/loss=4.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 755/10186 [12:29<2:36:04,  1.01it/s, v_num=0gjq, train/loss=4.8\r",
+      "Epoch 0:   7%| | 755/10186 [12:29<2:36:04,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 756/10186 [12:31<2:36:19,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 756/10186 [12:31<2:36:19,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 757/10186 [12:32<2:36:12,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   7%| | 757/10186 [12:32<2:36:12,  1.01it/s, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 758/10186 [12:33<2:36:06,  1.01it/s, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:   7%| | 758/10186 [12:33<2:36:06,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 759/10186 [12:33<2:36:00,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 759/10186 [12:33<2:36:00,  1.01it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 760/10186 [12:35<2:36:14,  1.01it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   7%| | 760/10186 [12:35<2:36:14,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 761/10186 [12:36<2:36:08,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   7%| | 761/10186 [12:36<2:36:08,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 762/10186 [12:36<2:36:01,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   7%| | 762/10186 [12:36<2:36:01,  1.01it/s, v_num=0gjq, train/loss=5.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 763/10186 [12:37<2:35:55,  1.01it/s, v_num=0gjq, train/loss=5.2\r",
+      "Epoch 0:   7%| | 763/10186 [12:37<2:35:55,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 764/10186 [12:39<2:36:09,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   8%| | 764/10186 [12:39<2:36:09,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 765/10186 [12:40<2:36:03,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 765/10186 [12:40<2:36:03,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 766/10186 [12:40<2:35:56,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 766/10186 [12:40<2:35:56,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 767/10186 [12:41<2:35:50,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   8%| | 767/10186 [12:41<2:35:50,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 768/10186 [12:43<2:36:04,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 768/10186 [12:43<2:36:04,  1.01it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 769/10186 [12:44<2:35:58,  1.01it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   8%| | 769/10186 [12:44<2:35:58,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 770/10186 [12:44<2:35:51,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 770/10186 [12:44<2:35:51,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 771/10186 [12:45<2:35:45,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 771/10186 [12:45<2:35:45,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 772/10186 [12:47<2:35:59,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 772/10186 [12:47<2:35:59,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 773/10186 [12:48<2:35:53,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 773/10186 [12:48<2:35:53,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 774/10186 [12:48<2:35:47,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 774/10186 [12:48<2:35:47,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 775/10186 [12:49<2:35:40,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 775/10186 [12:49<2:35:40,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 776/10186 [12:51<2:35:54,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 776/10186 [12:51<2:35:54,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 777/10186 [12:52<2:35:48,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 777/10186 [12:52<2:35:48,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 778/10186 [12:52<2:35:42,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 778/10186 [12:52<2:35:42,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 779/10186 [12:53<2:35:36,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 779/10186 [12:53<2:35:36,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 780/10186 [12:55<2:35:49,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 780/10186 [12:55<2:35:49,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 781/10186 [12:55<2:35:43,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 781/10186 [12:55<2:35:43,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 782/10186 [12:56<2:35:37,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 782/10186 [12:56<2:35:37,  1.01it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 783/10186 [12:57<2:35:31,  1.01it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 783/10186 [12:57<2:35:31,  1.01it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 784/10186 [12:59<2:35:45,  1.01it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   8%| | 784/10186 [12:59<2:35:45,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 785/10186 [12:59<2:35:38,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 785/10186 [12:59<2:35:38,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 786/10186 [13:00<2:35:32,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 786/10186 [13:00<2:35:32,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 787/10186 [13:00<2:35:26,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 787/10186 [13:00<2:35:26,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 788/10186 [13:03<2:35:40,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 788/10186 [13:03<2:35:40,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 789/10186 [13:03<2:35:34,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 789/10186 [13:03<2:35:34,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 790/10186 [13:04<2:35:27,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   8%| | 790/10186 [13:04<2:35:27,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 791/10186 [13:04<2:35:21,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   8%| | 791/10186 [13:04<2:35:21,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 792/10186 [13:07<2:35:35,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   8%| | 792/10186 [13:07<2:35:35,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 793/10186 [13:07<2:35:29,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 793/10186 [13:07<2:35:29,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 794/10186 [13:08<2:35:23,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 794/10186 [13:08<2:35:23,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 795/10186 [13:08<2:35:16,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   8%| | 795/10186 [13:08<2:35:16,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 796/10186 [13:10<2:35:30,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   8%| | 796/10186 [13:10<2:35:30,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 797/10186 [13:11<2:35:24,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 797/10186 [13:11<2:35:24,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 798/10186 [13:12<2:35:18,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 798/10186 [13:12<2:35:18,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 799/10186 [13:12<2:35:12,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 799/10186 [13:12<2:35:12,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 800/10186 [13:14<2:35:25,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 800/10186 [13:14<2:35:25,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 801/10186 [13:15<2:35:19,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 801/10186 [13:15<2:35:19,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 802/10186 [13:15<2:35:13,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 802/10186 [13:15<2:35:13,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 803/10186 [13:16<2:35:07,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 803/10186 [13:16<2:35:07,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 804/10186 [13:18<2:35:20,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 804/10186 [13:18<2:35:20,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 805/10186 [13:19<2:35:14,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 805/10186 [13:19<2:35:14,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 806/10186 [13:19<2:35:08,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 806/10186 [13:19<2:35:08,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 807/10186 [13:20<2:35:02,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   8%| | 807/10186 [13:20<2:35:02,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 808/10186 [13:22<2:35:15,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   8%| | 808/10186 [13:22<2:35:15,  1.01it/s, v_num=0gjq, train/loss=5.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 809/10186 [13:23<2:35:09,  1.01it/s, v_num=0gjq, train/loss=5.2\r",
+      "Epoch 0:   8%| | 809/10186 [13:23<2:35:09,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 810/10186 [13:23<2:35:03,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 810/10186 [13:23<2:35:03,  1.01it/s, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 811/10186 [13:24<2:34:57,  1.01it/s, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   8%| | 811/10186 [13:24<2:34:57,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 812/10186 [13:26<2:35:11,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 812/10186 [13:26<2:35:11,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 813/10186 [13:27<2:35:04,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   8%| | 813/10186 [13:27<2:35:04,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 814/10186 [13:27<2:34:58,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 814/10186 [13:27<2:34:58,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 815/10186 [13:28<2:34:52,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   8%| | 815/10186 [13:28<2:34:52,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 816/10186 [13:30<2:35:06,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   8%| | 816/10186 [13:30<2:35:06,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 817/10186 [13:30<2:35:00,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   8%| | 817/10186 [13:30<2:35:00,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 818/10186 [13:31<2:34:54,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 818/10186 [13:31<2:34:54,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 819/10186 [13:32<2:34:48,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   8%| | 819/10186 [13:32<2:34:48,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 820/10186 [13:34<2:35:01,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   8%| | 820/10186 [13:34<2:35:01,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 821/10186 [13:34<2:34:55,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 821/10186 [13:34<2:34:55,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 822/10186 [13:35<2:34:49,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 822/10186 [13:35<2:34:49,  1.01it/s, v_num=0gjq, train/loss=6.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 823/10186 [13:36<2:34:43,  1.01it/s, v_num=0gjq, train/loss=6.2\r",
+      "Epoch 0:   8%| | 823/10186 [13:36<2:34:43,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 824/10186 [13:38<2:34:56,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 824/10186 [13:38<2:34:56,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 825/10186 [13:38<2:34:50,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 825/10186 [13:38<2:34:50,  1.01it/s, v_num=0gjq, train/loss=5.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 826/10186 [13:39<2:34:44,  1.01it/s, v_num=0gjq, train/loss=5.2\r",
+      "Epoch 0:   8%| | 826/10186 [13:39<2:34:44,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 827/10186 [13:39<2:34:38,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 827/10186 [13:39<2:34:38,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 828/10186 [13:42<2:34:51,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 828/10186 [13:42<2:34:51,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 829/10186 [13:42<2:34:45,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 829/10186 [13:42<2:34:45,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 830/10186 [13:43<2:34:40,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   8%| | 830/10186 [13:43<2:34:40,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 831/10186 [13:43<2:34:34,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 831/10186 [13:43<2:34:34,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 832/10186 [13:46<2:34:47,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 832/10186 [13:46<2:34:47,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 833/10186 [13:46<2:34:41,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 833/10186 [13:46<2:34:41,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 834/10186 [13:47<2:34:35,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   8%| | 834/10186 [13:47<2:34:35,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 835/10186 [13:47<2:34:29,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 835/10186 [13:47<2:34:29,  1.01it/s, v_num=0gjq, train/loss=5.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 836/10186 [13:49<2:34:42,  1.01it/s, v_num=0gjq, train/loss=5.2\r",
+      "Epoch 0:   8%| | 836/10186 [13:49<2:34:42,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 837/10186 [13:50<2:34:36,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   8%| | 837/10186 [13:50<2:34:36,  1.01it/s, v_num=0gjq, train/loss=5.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 838/10186 [13:51<2:34:30,  1.01it/s, v_num=0gjq, train/loss=5.2\r",
+      "Epoch 0:   8%| | 838/10186 [13:51<2:34:30,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 839/10186 [13:51<2:34:24,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 839/10186 [13:51<2:34:24,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 840/10186 [13:53<2:34:37,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 840/10186 [13:53<2:34:37,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 841/10186 [13:54<2:34:31,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 841/10186 [13:54<2:34:31,  1.01it/s, v_num=0gjq, train/loss=4.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 842/10186 [13:54<2:34:25,  1.01it/s, v_num=0gjq, train/loss=4.1\r",
+      "Epoch 0:   8%| | 842/10186 [13:54<2:34:25,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 843/10186 [13:55<2:34:19,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 843/10186 [13:55<2:34:19,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 844/10186 [13:57<2:34:32,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 844/10186 [13:57<2:34:32,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 845/10186 [13:58<2:34:27,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 845/10186 [13:58<2:34:27,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 846/10186 [13:58<2:34:21,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 846/10186 [13:58<2:34:21,  1.01it/s, v_num=0gjq, train/loss=6.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 847/10186 [13:59<2:34:15,  1.01it/s, v_num=0gjq, train/loss=6.1\r",
+      "Epoch 0:   8%| | 847/10186 [13:59<2:34:15,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 848/10186 [14:01<2:34:28,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   8%| | 848/10186 [14:01<2:34:28,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 849/10186 [14:02<2:34:22,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 849/10186 [14:02<2:34:22,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 850/10186 [14:02<2:34:16,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 850/10186 [14:02<2:34:16,  1.01it/s, v_num=0gjq, train/loss=6.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 851/10186 [14:03<2:34:10,  1.01it/s, v_num=0gjq, train/loss=6.6\r",
+      "Epoch 0:   8%| | 851/10186 [14:03<2:34:10,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 852/10186 [14:05<2:34:23,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 852/10186 [14:05<2:34:23,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 853/10186 [14:06<2:34:17,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   8%| | 853/10186 [14:06<2:34:17,  1.01it/s, v_num=0gjq, train/loss=5.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 854/10186 [14:06<2:34:11,  1.01it/s, v_num=0gjq, train/loss=5.1\r",
+      "Epoch 0:   8%| | 854/10186 [14:06<2:34:11,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 855/10186 [14:07<2:34:06,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   8%| | 855/10186 [14:07<2:34:06,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 856/10186 [14:09<2:34:18,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   8%| | 856/10186 [14:09<2:34:18,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 857/10186 [14:10<2:34:12,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 857/10186 [14:10<2:34:12,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 858/10186 [14:10<2:34:07,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 858/10186 [14:10<2:34:07,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 859/10186 [14:11<2:34:01,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 859/10186 [14:11<2:34:01,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 860/10186 [14:13<2:34:13,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 860/10186 [14:13<2:34:13,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 861/10186 [14:13<2:34:08,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   8%| | 861/10186 [14:13<2:34:08,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 862/10186 [14:14<2:34:02,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 862/10186 [14:14<2:34:02,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 863/10186 [14:15<2:33:56,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 863/10186 [14:15<2:33:56,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 864/10186 [14:17<2:34:09,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   8%| | 864/10186 [14:17<2:34:09,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 865/10186 [14:17<2:34:03,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   8%| | 865/10186 [14:17<2:34:03,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 866/10186 [14:18<2:33:57,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 866/10186 [14:18<2:33:57,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 867/10186 [14:18<2:33:52,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   9%| | 867/10186 [14:18<2:33:52,  1.01it/s, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 868/10186 [14:21<2:34:04,  1.01it/s, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   9%| | 868/10186 [14:21<2:34:04,  1.01it/s, v_num=0gjq, train/loss=6.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 869/10186 [14:21<2:33:58,  1.01it/s, v_num=0gjq, train/loss=6.4\r",
+      "Epoch 0:   9%| | 869/10186 [14:21<2:33:58,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 870/10186 [14:22<2:33:53,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   9%| | 870/10186 [14:22<2:33:53,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 871/10186 [14:22<2:33:47,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   9%| | 871/10186 [14:22<2:33:47,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 872/10186 [14:25<2:33:59,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   9%| | 872/10186 [14:25<2:33:59,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 873/10186 [14:25<2:33:54,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 873/10186 [14:25<2:33:54,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 874/10186 [14:26<2:33:48,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 874/10186 [14:26<2:33:48,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 875/10186 [14:26<2:33:42,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 875/10186 [14:26<2:33:42,  1.01it/s, v_num=0gjq, train/loss=5.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 876/10186 [14:28<2:33:55,  1.01it/s, v_num=0gjq, train/loss=5.1\r",
+      "Epoch 0:   9%| | 876/10186 [14:28<2:33:55,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 877/10186 [14:29<2:33:49,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   9%| | 877/10186 [14:29<2:33:49,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 878/10186 [14:30<2:33:43,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   9%| | 878/10186 [14:30<2:33:43,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 879/10186 [14:30<2:33:38,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 879/10186 [14:30<2:33:38,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 880/10186 [14:32<2:33:50,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 880/10186 [14:32<2:33:50,  1.01it/s, v_num=0gjq, train/loss=4.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 881/10186 [14:33<2:33:44,  1.01it/s, v_num=0gjq, train/loss=4.5\r",
+      "Epoch 0:   9%| | 881/10186 [14:33<2:33:44,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 882/10186 [14:33<2:33:39,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 882/10186 [14:33<2:33:39,  1.01it/s, v_num=0gjq, train/loss=5.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 883/10186 [14:34<2:33:33,  1.01it/s, v_num=0gjq, train/loss=5.1\r",
+      "Epoch 0:   9%| | 883/10186 [14:34<2:33:33,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 884/10186 [14:36<2:33:45,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 884/10186 [14:36<2:33:45,  1.01it/s, v_num=0gjq, train/loss=5.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 885/10186 [14:37<2:33:40,  1.01it/s, v_num=0gjq, train/loss=5.0\r",
+      "Epoch 0:   9%| | 885/10186 [14:37<2:33:40,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 886/10186 [14:37<2:33:34,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   9%| | 886/10186 [14:37<2:33:34,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 887/10186 [14:38<2:33:29,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 887/10186 [14:38<2:33:29,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 888/10186 [14:40<2:33:41,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   9%| | 888/10186 [14:40<2:33:41,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 889/10186 [14:41<2:33:35,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   9%| | 889/10186 [14:41<2:33:35,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 890/10186 [14:41<2:33:29,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 890/10186 [14:41<2:33:29,  1.01it/s, v_num=0gjq, train/loss=4.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 891/10186 [14:42<2:33:24,  1.01it/s, v_num=0gjq, train/loss=4.6\r",
+      "Epoch 0:   9%| | 891/10186 [14:42<2:33:24,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 892/10186 [14:44<2:33:36,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   9%| | 892/10186 [14:44<2:33:36,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 893/10186 [14:45<2:33:30,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 893/10186 [14:45<2:33:30,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 894/10186 [14:45<2:33:25,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 894/10186 [14:45<2:33:25,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 895/10186 [14:46<2:33:19,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   9%| | 895/10186 [14:46<2:33:19,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 896/10186 [14:48<2:33:31,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 896/10186 [14:48<2:33:31,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 897/10186 [14:48<2:33:26,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 897/10186 [14:48<2:33:26,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 898/10186 [14:49<2:33:20,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   9%| | 898/10186 [14:49<2:33:20,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 899/10186 [14:50<2:33:15,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 899/10186 [14:50<2:33:15,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 900/10186 [14:52<2:33:27,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 900/10186 [14:52<2:33:27,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 901/10186 [14:52<2:33:21,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 901/10186 [14:52<2:33:21,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 902/10186 [14:53<2:33:16,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   9%| | 902/10186 [14:53<2:33:16,  1.01it/s, v_num=0gjq, train/loss=5.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 903/10186 [14:54<2:33:10,  1.01it/s, v_num=0gjq, train/loss=5.2\r",
+      "Epoch 0:   9%| | 903/10186 [14:54<2:33:10,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 904/10186 [14:56<2:33:22,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   9%| | 904/10186 [14:56<2:33:22,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 905/10186 [14:56<2:33:16,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   9%| | 905/10186 [14:56<2:33:16,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 906/10186 [14:57<2:33:11,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 906/10186 [14:57<2:33:11,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 907/10186 [14:57<2:33:06,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   9%| | 907/10186 [14:57<2:33:06,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 908/10186 [15:00<2:33:17,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 908/10186 [15:00<2:33:17,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 909/10186 [15:00<2:33:12,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   9%| | 909/10186 [15:00<2:33:12,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 910/10186 [15:01<2:33:06,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 910/10186 [15:01<2:33:06,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 911/10186 [15:01<2:33:01,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 911/10186 [15:01<2:33:01,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 912/10186 [15:04<2:33:12,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 912/10186 [15:04<2:33:12,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 913/10186 [15:04<2:33:07,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 913/10186 [15:04<2:33:07,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 914/10186 [15:05<2:33:02,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 914/10186 [15:05<2:33:02,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 915/10186 [15:05<2:32:56,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 915/10186 [15:05<2:32:56,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 916/10186 [15:07<2:33:08,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 916/10186 [15:07<2:33:08,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 917/10186 [15:08<2:33:03,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 917/10186 [15:08<2:33:03,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 918/10186 [15:09<2:32:57,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 918/10186 [15:09<2:32:57,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 919/10186 [15:09<2:32:52,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 919/10186 [15:09<2:32:52,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 920/10186 [15:11<2:33:03,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 920/10186 [15:11<2:33:03,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 921/10186 [15:12<2:32:58,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 921/10186 [15:12<2:32:58,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 922/10186 [15:12<2:32:52,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 922/10186 [15:12<2:32:52,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 923/10186 [15:13<2:32:47,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   9%| | 923/10186 [15:13<2:32:47,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 924/10186 [15:15<2:32:59,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 924/10186 [15:15<2:32:59,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 925/10186 [15:16<2:32:53,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 925/10186 [15:16<2:32:53,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 926/10186 [15:16<2:32:48,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 926/10186 [15:16<2:32:48,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 927/10186 [15:17<2:32:43,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   9%| | 927/10186 [15:17<2:32:43,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 928/10186 [15:19<2:32:54,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:   9%| | 928/10186 [15:19<2:32:54,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 929/10186 [15:20<2:32:49,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   9%| | 929/10186 [15:20<2:32:49,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 930/10186 [15:20<2:32:43,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 930/10186 [15:20<2:32:43,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 931/10186 [15:21<2:32:38,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   9%| | 931/10186 [15:21<2:32:38,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 932/10186 [15:23<2:32:49,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   9%| | 932/10186 [15:23<2:32:49,  1.01it/s, v_num=0gjq, train/loss=4.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 933/10186 [15:24<2:32:44,  1.01it/s, v_num=0gjq, train/loss=4.7\r",
+      "Epoch 0:   9%| | 933/10186 [15:24<2:32:44,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 934/10186 [15:24<2:32:39,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   9%| | 934/10186 [15:24<2:32:39,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 935/10186 [15:25<2:32:34,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 935/10186 [15:25<2:32:34,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 936/10186 [15:27<2:32:45,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 936/10186 [15:27<2:32:45,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 937/10186 [15:27<2:32:40,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 937/10186 [15:27<2:32:40,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 938/10186 [15:28<2:32:34,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 938/10186 [15:28<2:32:34,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 939/10186 [15:29<2:32:29,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   9%| | 939/10186 [15:29<2:32:29,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 940/10186 [15:31<2:32:40,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 940/10186 [15:31<2:32:40,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 941/10186 [15:31<2:32:35,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:   9%| | 941/10186 [15:31<2:32:35,  1.01it/s, v_num=0gjq, train/loss=4.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 942/10186 [15:32<2:32:30,  1.01it/s, v_num=0gjq, train/loss=4.7\r",
+      "Epoch 0:   9%| | 942/10186 [15:32<2:32:30,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 943/10186 [15:33<2:32:25,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 943/10186 [15:33<2:32:25,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 944/10186 [15:35<2:32:36,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   9%| | 944/10186 [15:35<2:32:36,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 945/10186 [15:35<2:32:30,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   9%| | 945/10186 [15:35<2:32:30,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 946/10186 [15:36<2:32:25,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 946/10186 [15:36<2:32:25,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 947/10186 [15:36<2:32:20,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   9%| | 947/10186 [15:36<2:32:20,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 948/10186 [15:39<2:32:31,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   9%| | 948/10186 [15:39<2:32:31,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 949/10186 [15:39<2:32:26,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   9%| | 949/10186 [15:39<2:32:26,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 950/10186 [15:40<2:32:21,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 950/10186 [15:40<2:32:21,  1.01it/s, v_num=0gjq, train/loss=6.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 951/10186 [15:40<2:32:15,  1.01it/s, v_num=0gjq, train/loss=6.0\r",
+      "Epoch 0:   9%| | 951/10186 [15:40<2:32:15,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 952/10186 [15:43<2:32:27,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 952/10186 [15:43<2:32:27,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 953/10186 [15:43<2:32:21,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 953/10186 [15:43<2:32:21,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 954/10186 [15:44<2:32:16,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 954/10186 [15:44<2:32:16,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 955/10186 [15:44<2:32:11,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:   9%| | 955/10186 [15:44<2:32:11,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 956/10186 [15:46<2:32:22,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 956/10186 [15:46<2:32:22,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 957/10186 [15:47<2:32:17,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 957/10186 [15:47<2:32:17,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 958/10186 [15:48<2:32:12,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 958/10186 [15:48<2:32:12,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 959/10186 [15:48<2:32:07,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:   9%| | 959/10186 [15:48<2:32:07,  1.01it/s, v_num=0gjq, train/loss=5.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 960/10186 [15:50<2:32:18,  1.01it/s, v_num=0gjq, train/loss=5.1\r",
+      "Epoch 0:   9%| | 960/10186 [15:50<2:32:18,  1.01it/s, v_num=0gjq, train/loss=4.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 961/10186 [15:51<2:32:12,  1.01it/s, v_num=0gjq, train/loss=4.8\r",
+      "Epoch 0:   9%| | 961/10186 [15:51<2:32:12,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 962/10186 [15:51<2:32:07,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   9%| | 962/10186 [15:51<2:32:07,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 963/10186 [15:52<2:32:02,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:   9%| | 963/10186 [15:52<2:32:02,  1.01it/s, v_num=0gjq, train/loss=5.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 964/10186 [15:54<2:32:13,  1.01it/s, v_num=0gjq, train/loss=5.0\r",
+      "Epoch 0:   9%| | 964/10186 [15:54<2:32:13,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 965/10186 [15:55<2:32:08,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:   9%| | 965/10186 [15:55<2:32:08,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 966/10186 [15:55<2:32:03,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:   9%| | 966/10186 [15:55<2:32:03,  1.01it/s, v_num=0gjq, train/loss=4.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 967/10186 [15:56<2:31:58,  1.01it/s, v_num=0gjq, train/loss=4.9\r",
+      "Epoch 0:   9%| | 967/10186 [15:56<2:31:58,  1.01it/s, v_num=0gjq, train/loss=5.9"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 968/10186 [15:58<2:32:08,  1.01it/s, v_num=0gjq, train/loss=5.9\r",
+      "Epoch 0:  10%| | 968/10186 [15:58<2:32:08,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 969/10186 [15:59<2:32:03,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:  10%| | 969/10186 [15:59<2:32:03,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 970/10186 [15:59<2:31:58,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:  10%| | 970/10186 [15:59<2:31:58,  1.01it/s, v_num=0gjq, train/loss=4.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 971/10186 [16:00<2:31:53,  1.01it/s, v_num=0gjq, train/loss=4.7\r",
+      "Epoch 0:  10%| | 971/10186 [16:00<2:31:53,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 972/10186 [16:02<2:32:04,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:  10%| | 972/10186 [16:02<2:32:04,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 973/10186 [16:03<2:31:59,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:  10%| | 973/10186 [16:03<2:31:59,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 974/10186 [16:03<2:31:54,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:  10%| | 974/10186 [16:03<2:31:54,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 975/10186 [16:04<2:31:48,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:  10%| | 975/10186 [16:04<2:31:48,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 976/10186 [16:06<2:31:59,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:  10%| | 976/10186 [16:06<2:31:59,  1.01it/s, v_num=0gjq, train/loss=5.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 977/10186 [16:06<2:31:54,  1.01it/s, v_num=0gjq, train/loss=5.2\r",
+      "Epoch 0:  10%| | 977/10186 [16:06<2:31:54,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 978/10186 [16:07<2:31:49,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:  10%| | 978/10186 [16:07<2:31:49,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 979/10186 [16:08<2:31:44,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:  10%| | 979/10186 [16:08<2:31:44,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 980/10186 [16:10<2:31:55,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:  10%| | 980/10186 [16:10<2:31:55,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 981/10186 [16:10<2:31:50,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:  10%| | 981/10186 [16:10<2:31:50,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 982/10186 [16:11<2:31:45,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:  10%| | 982/10186 [16:11<2:31:45,  1.01it/s, v_num=0gjq, train/loss=5.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 983/10186 [16:12<2:31:40,  1.01it/s, v_num=0gjq, train/loss=5.7\r",
+      "Epoch 0:  10%| | 983/10186 [16:12<2:31:40,  1.01it/s, v_num=0gjq, train/loss=6.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 984/10186 [16:14<2:31:50,  1.01it/s, v_num=0gjq, train/loss=6.3\r",
+      "Epoch 0:  10%| | 984/10186 [16:14<2:31:50,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 985/10186 [16:14<2:31:45,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:  10%| | 985/10186 [16:14<2:31:45,  1.01it/s, v_num=0gjq, train/loss=5.1"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 986/10186 [16:15<2:31:40,  1.01it/s, v_num=0gjq, train/loss=5.1\r",
+      "Epoch 0:  10%| | 986/10186 [16:15<2:31:40,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 987/10186 [16:15<2:31:35,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:  10%| | 987/10186 [16:15<2:31:35,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 988/10186 [16:18<2:31:46,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:  10%| | 988/10186 [16:18<2:31:46,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 989/10186 [16:18<2:31:41,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:  10%| | 989/10186 [16:18<2:31:41,  1.01it/s, v_num=0gjq, train/loss=5.4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 990/10186 [16:19<2:31:35,  1.01it/s, v_num=0gjq, train/loss=5.4\r",
+      "Epoch 0:  10%| | 990/10186 [16:19<2:31:35,  1.01it/s, v_num=0gjq, train/loss=4.7"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 991/10186 [16:19<2:31:30,  1.01it/s, v_num=0gjq, train/loss=4.7\r",
+      "Epoch 0:  10%| | 991/10186 [16:19<2:31:30,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 992/10186 [16:22<2:31:41,  1.01it/s, v_num=0gjq, train/loss=5.6\r",
+      "Epoch 0:  10%| | 992/10186 [16:22<2:31:41,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 993/10186 [16:22<2:31:36,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:  10%| | 993/10186 [16:22<2:31:36,  1.01it/s, v_num=0gjq, train/loss=5.8"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 994/10186 [16:23<2:31:31,  1.01it/s, v_num=0gjq, train/loss=5.8\r",
+      "Epoch 0:  10%| | 994/10186 [16:23<2:31:31,  1.01it/s, v_num=0gjq, train/loss=5.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 995/10186 [16:23<2:31:26,  1.01it/s, v_num=0gjq, train/loss=5.5\r",
+      "Epoch 0:  10%| | 995/10186 [16:23<2:31:26,  1.01it/s, v_num=0gjq, train/loss=5.2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 996/10186 [16:25<2:31:37,  1.01it/s, v_num=0gjq, train/loss=5.2\r",
+      "Epoch 0:  10%| | 996/10186 [16:25<2:31:37,  1.01it/s, v_num=0gjq, train/loss=5.3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 997/10186 [16:26<2:31:32,  1.01it/s, v_num=0gjq, train/loss=5.3\r",
+      "Epoch 0:  10%| | 997/10186 [16:26<2:31:32,  1.01it/s, v_num=0gjq, train/loss=4.5"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 998/10186 [16:27<2:31:27,  1.01it/s, v_num=0gjq, train/loss=4.5\r",
+      "Epoch 0:  10%| | 998/10186 [16:27<2:31:27,  1.01it/s, v_num=0gjq, train/loss=5.0"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 999/10186 [16:27<2:31:22,  1.01it/s, v_num=0gjq, train/loss=5.0\r",
+      "Epoch 0:  10%| | 999/10186 [16:27<2:31:22,  1.01it/s, v_num=0gjq, train/loss=5.6"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1000/10186 [16:29<2:31:32,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1000/10186 [16:29<2:31:32,  1.01it/s, v_num=0gjq, train/loss=5./usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1001/10186 [16:35<2:32:15,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1001/10186 [16:35<2:32:15,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1002/10186 [16:36<2:32:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1002/10186 [16:36<2:32:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1003/10186 [16:36<2:32:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1003/10186 [16:36<2:32:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1004/10186 [16:38<2:32:15,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1004/10186 [16:38<2:32:15,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1005/10186 [16:39<2:32:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1005/10186 [16:39<2:32:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1006/10186 [16:40<2:32:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1006/10186 [16:40<2:32:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1007/10186 [16:40<2:32:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1007/10186 [16:40<2:32:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1008/10186 [16:42<2:32:11,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1008/10186 [16:42<2:32:11,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1009/10186 [16:43<2:32:06,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1009/10186 [16:43<2:32:06,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1010/10186 [16:43<2:32:01,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1010/10186 [16:43<2:32:01,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1011/10186 [16:44<2:31:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1011/10186 [16:44<2:31:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1012/10186 [16:46<2:32:06,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1012/10186 [16:46<2:32:06,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1013/10186 [16:47<2:32:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  10%| | 1013/10186 [16:47<2:32:01,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1014/10186 [16:47<2:31:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1014/10186 [16:47<2:31:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1015/10186 [16:48<2:31:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1015/10186 [16:48<2:31:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1016/10186 [16:50<2:32:01,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1016/10186 [16:50<2:32:01,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1017/10186 [16:51<2:31:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1017/10186 [16:51<2:31:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1018/10186 [16:51<2:31:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1018/10186 [16:51<2:31:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1019/10186 [16:52<2:31:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1019/10186 [16:52<2:31:46,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1020/10186 [16:54<2:31:57,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1020/10186 [16:54<2:31:57,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1021/10186 [16:55<2:31:52,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1021/10186 [16:55<2:31:52,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1022/10186 [16:55<2:31:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1022/10186 [16:55<2:31:47,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1023/10186 [16:56<2:31:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1023/10186 [16:56<2:31:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1024/10186 [16:58<2:31:52,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1024/10186 [16:58<2:31:52,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1025/10186 [16:58<2:31:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1025/10186 [16:58<2:31:47,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1026/10186 [16:59<2:31:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1026/10186 [16:59<2:31:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1027/10186 [17:00<2:31:37,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1027/10186 [17:00<2:31:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1028/10186 [17:02<2:31:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1028/10186 [17:02<2:31:47,  1.01it/s, v_num=0gjq, train/loss=6."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1029/10186 [17:02<2:31:42,  1.01it/s, v_num=0gjq, train/loss=6.\r",
+      "Epoch 0:  10%| | 1029/10186 [17:02<2:31:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1030/10186 [17:03<2:31:37,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1030/10186 [17:03<2:31:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1031/10186 [17:04<2:31:32,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1031/10186 [17:04<2:31:32,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1032/10186 [17:06<2:31:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1032/10186 [17:06<2:31:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1033/10186 [17:06<2:31:38,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1033/10186 [17:06<2:31:38,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1034/10186 [17:07<2:31:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1034/10186 [17:07<2:31:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1035/10186 [17:07<2:31:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1035/10186 [17:07<2:31:28,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1036/10186 [17:10<2:31:38,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1036/10186 [17:10<2:31:38,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1037/10186 [17:10<2:31:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1037/10186 [17:10<2:31:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1038/10186 [17:11<2:31:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1038/10186 [17:11<2:31:28,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1039/10186 [17:11<2:31:23,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1039/10186 [17:11<2:31:23,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1040/10186 [17:14<2:31:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1040/10186 [17:14<2:31:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1041/10186 [17:14<2:31:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1041/10186 [17:14<2:31:28,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1042/10186 [17:15<2:31:23,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1042/10186 [17:15<2:31:23,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1043/10186 [17:15<2:31:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1043/10186 [17:15<2:31:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1044/10186 [17:17<2:31:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1044/10186 [17:17<2:31:28,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1045/10186 [17:18<2:31:24,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1045/10186 [17:18<2:31:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1046/10186 [17:19<2:31:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1046/10186 [17:19<2:31:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1047/10186 [17:19<2:31:14,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1047/10186 [17:19<2:31:14,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1048/10186 [17:21<2:31:24,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1048/10186 [17:21<2:31:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1049/10186 [17:22<2:31:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1049/10186 [17:22<2:31:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1050/10186 [17:22<2:31:14,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1050/10186 [17:22<2:31:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1051/10186 [17:23<2:31:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  10%| | 1051/10186 [17:23<2:31:09,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1052/10186 [17:25<2:31:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1052/10186 [17:25<2:31:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1053/10186 [17:26<2:31:14,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1053/10186 [17:26<2:31:14,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1054/10186 [17:26<2:31:09,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1054/10186 [17:26<2:31:09,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1055/10186 [17:27<2:31:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1055/10186 [17:27<2:31:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1056/10186 [17:29<2:31:14,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1056/10186 [17:29<2:31:14,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1057/10186 [17:30<2:31:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1057/10186 [17:30<2:31:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1058/10186 [17:30<2:31:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1058/10186 [17:30<2:31:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1059/10186 [17:31<2:31:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1059/10186 [17:31<2:31:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1060/10186 [17:33<2:31:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1060/10186 [17:33<2:31:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1061/10186 [17:34<2:31:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1061/10186 [17:34<2:31:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1062/10186 [17:34<2:31:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1062/10186 [17:34<2:31:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1063/10186 [17:35<2:30:55,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1063/10186 [17:35<2:30:55,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1064/10186 [17:37<2:31:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1064/10186 [17:37<2:31:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 1065/10186 [17:37<2:31:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1065/10186 [17:37<2:31:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
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+     "text": [
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+      "Epoch 0:  10%| | 1066/10186 [17:38<2:30:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1066/10186 [17:38<2:30:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1067/10186 [17:39<2:30:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1067/10186 [17:39<2:30:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 1068/10186 [17:41<2:31:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1068/10186 [17:41<2:31:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  10%| | 1069/10186 [17:41<2:30:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  10%| | 1069/10186 [17:41<2:30:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  11%| | 1070/10186 [17:42<2:30:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1070/10186 [17:42<2:30:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  11%| | 1071/10186 [17:42<2:30:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1071/10186 [17:42<2:30:46,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  11%| | 1072/10186 [17:45<2:30:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1072/10186 [17:45<2:30:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  11%| | 1073/10186 [17:45<2:30:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1073/10186 [17:45<2:30:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  11%| | 1074/10186 [17:46<2:30:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1074/10186 [17:46<2:30:46,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  11%| | 1075/10186 [17:46<2:30:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1075/10186 [17:46<2:30:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
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+      "Epoch 0:  11%| | 1076/10186 [17:49<2:30:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1076/10186 [17:49<2:30:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  11%| | 1077/10186 [17:49<2:30:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1077/10186 [17:49<2:30:47,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  11%| | 1078/10186 [17:50<2:30:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1078/10186 [17:50<2:30:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  11%| | 1079/10186 [17:50<2:30:37,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1079/10186 [17:50<2:30:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  11%| | 1080/10186 [17:53<2:30:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1080/10186 [17:53<2:30:47,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  11%| | 1081/10186 [17:53<2:30:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1081/10186 [17:53<2:30:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  11%| | 1082/10186 [17:54<2:30:37,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1082/10186 [17:54<2:30:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  11%| | 1083/10186 [17:54<2:30:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1083/10186 [17:54<2:30:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  11%| | 1084/10186 [17:56<2:30:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1084/10186 [17:56<2:30:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  11%| | 1085/10186 [17:57<2:30:37,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1085/10186 [17:57<2:30:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  11%| | 1086/10186 [17:58<2:30:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1086/10186 [17:58<2:30:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1087/10186 [17:58<2:30:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1087/10186 [17:58<2:30:28,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1088/10186 [18:00<2:30:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1088/10186 [18:00<2:30:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1089/10186 [18:01<2:30:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1089/10186 [18:01<2:30:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1090/10186 [18:01<2:30:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1090/10186 [18:01<2:30:28,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1091/10186 [18:02<2:30:23,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1091/10186 [18:02<2:30:23,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1092/10186 [18:04<2:30:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1092/10186 [18:04<2:30:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1093/10186 [18:05<2:30:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1093/10186 [18:05<2:30:28,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1094/10186 [18:05<2:30:24,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1094/10186 [18:05<2:30:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1095/10186 [18:06<2:30:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1095/10186 [18:06<2:30:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1096/10186 [18:08<2:30:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1096/10186 [18:08<2:30:28,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1097/10186 [18:09<2:30:24,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1097/10186 [18:09<2:30:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1098/10186 [18:09<2:30:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1098/10186 [18:09<2:30:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1099/10186 [18:10<2:30:14,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1099/10186 [18:10<2:30:14,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1100/10186 [18:12<2:30:24,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1100/10186 [18:12<2:30:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1101/10186 [18:13<2:30:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1101/10186 [18:13<2:30:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1102/10186 [18:13<2:30:14,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1102/10186 [18:13<2:30:14,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1103/10186 [18:14<2:30:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1103/10186 [18:14<2:30:10,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1104/10186 [18:16<2:30:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  11%| | 1104/10186 [18:16<2:30:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1105/10186 [18:16<2:30:14,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1105/10186 [18:16<2:30:14,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1106/10186 [18:17<2:30:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1106/10186 [18:17<2:30:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1107/10186 [18:18<2:30:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1107/10186 [18:18<2:30:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1108/10186 [18:20<2:30:14,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1108/10186 [18:20<2:30:14,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1109/10186 [18:20<2:30:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1109/10186 [18:20<2:30:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1110/10186 [18:21<2:30:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1110/10186 [18:21<2:30:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1111/10186 [18:21<2:30:01,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1111/10186 [18:21<2:30:01,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1112/10186 [18:24<2:30:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1112/10186 [18:24<2:30:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1113/10186 [18:24<2:30:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1113/10186 [18:24<2:30:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1114/10186 [18:25<2:30:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1114/10186 [18:25<2:30:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1115/10186 [18:25<2:29:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1115/10186 [18:25<2:29:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1116/10186 [18:28<2:30:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1116/10186 [18:28<2:30:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  11%| | 1117/10186 [18:28<2:30:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
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+      "Epoch 0:  11%| | 1118/10186 [18:29<2:29:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1118/10186 [18:29<2:29:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
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+      "Epoch 0:  11%| | 1119/10186 [18:29<2:29:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1119/10186 [18:29<2:29:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
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+      "Epoch 0:  11%| | 1120/10186 [18:31<2:30:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1120/10186 [18:31<2:30:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
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+      "Epoch 0:  11%| | 1121/10186 [18:32<2:29:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1121/10186 [18:32<2:29:56,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
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+      "Epoch 0:  11%| | 1122/10186 [18:33<2:29:51,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  11%| | 1122/10186 [18:33<2:29:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
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+      "Epoch 0:  11%| | 1123/10186 [18:33<2:29:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1123/10186 [18:33<2:29:47,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
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+      "Epoch 0:  11%| | 1124/10186 [18:35<2:29:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
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+      "Epoch 0:  11%| | 1125/10186 [18:36<2:29:51,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
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+      "Epoch 0:  11%| | 1126/10186 [18:36<2:29:47,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
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+     ]
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+      "Epoch 0:  11%| | 1128/10186 [18:39<2:29:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
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+      "Epoch 0:  11%| | 1129/10186 [18:40<2:29:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1129/10186 [18:40<2:29:47,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
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+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  11%| | 1130/10186 [18:40<2:29:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  11%| | 1130/10186 [18:40<2:29:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
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+      "Epoch 0:  11%| | 1131/10186 [18:41<2:29:38,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
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+      "Epoch 0:  11%| | 1132/10186 [18:43<2:29:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1132/10186 [18:43<2:29:47,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
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+      "Epoch 0:  11%| | 1133/10186 [18:44<2:29:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  11%| | 1134/10186 [18:44<2:29:38,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  11%| | 1135/10186 [18:45<2:29:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  11%| | 1136/10186 [18:47<2:29:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  11%| | 1137/10186 [18:48<2:29:38,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  11%| | 1138/10186 [18:48<2:29:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1138/10186 [18:48<2:29:33,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  11%| | 1139/10186 [18:49<2:29:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  11%| | 1139/10186 [18:49<2:29:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1140/10186 [18:51<2:29:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  11%| | 1140/10186 [18:51<2:29:38,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1141/10186 [18:52<2:29:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1141/10186 [18:52<2:29:33,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1142/10186 [18:52<2:29:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  11%| | 1142/10186 [18:52<2:29:29,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1143/10186 [18:53<2:29:24,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1143/10186 [18:53<2:29:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1144/10186 [18:55<2:29:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1144/10186 [18:55<2:29:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1145/10186 [18:55<2:29:29,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1145/10186 [18:55<2:29:29,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1146/10186 [18:56<2:29:25,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1146/10186 [18:56<2:29:25,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1147/10186 [18:57<2:29:20,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1148/10186 [18:59<2:29:29,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1148/10186 [18:59<2:29:29,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1149/10186 [18:59<2:29:24,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1149/10186 [18:59<2:29:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1150/10186 [19:00<2:29:20,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1150/10186 [19:00<2:29:20,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1151/10186 [19:00<2:29:16,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1151/10186 [19:00<2:29:16,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1152/10186 [19:03<2:29:25,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1152/10186 [19:03<2:29:25,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1153/10186 [19:03<2:29:20,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1153/10186 [19:03<2:29:20,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1154/10186 [19:04<2:29:16,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1154/10186 [19:04<2:29:16,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1155/10186 [19:04<2:29:11,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1155/10186 [19:04<2:29:11,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1156/10186 [19:07<2:29:20,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1156/10186 [19:07<2:29:20,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1157/10186 [19:07<2:29:16,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1157/10186 [19:07<2:29:16,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1158/10186 [19:08<2:29:11,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1158/10186 [19:08<2:29:11,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1159/10186 [19:08<2:29:07,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1159/10186 [19:08<2:29:07,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1160/10186 [19:10<2:29:15,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1160/10186 [19:10<2:29:15,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1161/10186 [19:11<2:29:11,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1161/10186 [19:11<2:29:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1162/10186 [19:12<2:29:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  11%| | 1162/10186 [19:12<2:29:07,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1163/10186 [19:12<2:29:02,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1163/10186 [19:12<2:29:02,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1164/10186 [19:14<2:29:11,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1164/10186 [19:14<2:29:11,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1165/10186 [19:15<2:29:06,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1165/10186 [19:15<2:29:06,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1166/10186 [19:15<2:29:02,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1166/10186 [19:15<2:29:02,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1167/10186 [19:16<2:28:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  11%| | 1167/10186 [19:16<2:28:58,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1168/10186 [19:18<2:29:06,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1168/10186 [19:18<2:29:06,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1169/10186 [19:19<2:29:02,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1169/10186 [19:19<2:29:02,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1170/10186 [19:19<2:28:58,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1170/10186 [19:19<2:28:58,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 1171/10186 [19:20<2:28:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  11%| | 1171/10186 [19:20<2:28:53,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1172/10186 [19:22<2:29:02,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1172/10186 [19:22<2:29:02,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1173/10186 [19:23<2:28:57,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1173/10186 [19:23<2:28:57,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1174/10186 [19:23<2:28:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1174/10186 [19:23<2:28:53,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1175/10186 [19:24<2:28:49,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1175/10186 [19:24<2:28:49,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1176/10186 [19:26<2:28:57,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1176/10186 [19:26<2:28:57,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1177/10186 [19:27<2:28:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1177/10186 [19:27<2:28:53,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1178/10186 [19:27<2:28:48,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1178/10186 [19:27<2:28:48,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1179/10186 [19:28<2:28:44,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1179/10186 [19:28<2:28:44,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1180/10186 [19:30<2:28:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1180/10186 [19:30<2:28:53,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1181/10186 [19:31<2:28:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1181/10186 [19:31<2:28:48,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1182/10186 [19:31<2:28:44,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1182/10186 [19:31<2:28:44,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1183/10186 [19:32<2:28:40,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1183/10186 [19:32<2:28:40,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1184/10186 [19:34<2:28:48,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1184/10186 [19:34<2:28:48,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1185/10186 [19:34<2:28:44,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1185/10186 [19:34<2:28:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1186/10186 [19:35<2:28:40,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1186/10186 [19:35<2:28:40,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1187/10186 [19:36<2:28:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1187/10186 [19:36<2:28:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1188/10186 [19:38<2:28:44,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1188/10186 [19:38<2:28:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1189/10186 [19:38<2:28:39,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1189/10186 [19:38<2:28:39,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1190/10186 [19:39<2:28:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1190/10186 [19:39<2:28:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1191/10186 [19:39<2:28:31,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1191/10186 [19:39<2:28:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1192/10186 [19:42<2:28:39,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1192/10186 [19:42<2:28:39,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1193/10186 [19:42<2:28:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1193/10186 [19:42<2:28:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1194/10186 [19:43<2:28:31,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1194/10186 [19:43<2:28:31,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1195/10186 [19:43<2:28:26,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1195/10186 [19:43<2:28:26,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1196/10186 [19:46<2:28:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1196/10186 [19:46<2:28:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1197/10186 [19:46<2:28:30,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1197/10186 [19:46<2:28:30,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1198/10186 [19:47<2:28:26,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1198/10186 [19:47<2:28:26,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1199/10186 [19:47<2:28:22,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1199/10186 [19:47<2:28:22,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1200/10186 [19:49<2:28:30,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1200/10186 [19:49<2:28:30,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1201/10186 [19:50<2:28:26,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1201/10186 [19:50<2:28:26,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1202/10186 [19:51<2:28:22,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1202/10186 [19:51<2:28:22,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1203/10186 [19:51<2:28:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1203/10186 [19:51<2:28:17,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1204/10186 [19:53<2:28:26,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1204/10186 [19:53<2:28:26,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1205/10186 [19:54<2:28:21,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1205/10186 [19:54<2:28:21,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1206/10186 [19:54<2:28:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1206/10186 [19:54<2:28:17,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1207/10186 [19:55<2:28:13,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  12%| | 1207/10186 [19:55<2:28:13,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1208/10186 [19:57<2:28:21,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1208/10186 [19:57<2:28:21,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1209/10186 [19:58<2:28:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1209/10186 [19:58<2:28:17,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1210/10186 [19:58<2:28:13,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1210/10186 [19:58<2:28:13,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1211/10186 [19:59<2:28:08,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1211/10186 [19:59<2:28:08,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1212/10186 [20:01<2:28:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1212/10186 [20:01<2:28:17,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1213/10186 [20:02<2:28:12,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1213/10186 [20:02<2:28:12,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1214/10186 [20:02<2:28:08,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1214/10186 [20:02<2:28:08,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1215/10186 [20:03<2:28:04,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1215/10186 [20:03<2:28:04,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1216/10186 [20:05<2:28:12,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1216/10186 [20:05<2:28:12,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1217/10186 [20:06<2:28:08,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1217/10186 [20:06<2:28:08,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1218/10186 [20:06<2:28:04,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1218/10186 [20:06<2:28:04,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1219/10186 [20:07<2:27:59,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1219/10186 [20:07<2:27:59,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1220/10186 [20:09<2:28:08,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1220/10186 [20:09<2:28:08,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1221/10186 [20:09<2:28:03,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1221/10186 [20:09<2:28:03,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1222/10186 [20:10<2:27:59,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1222/10186 [20:10<2:27:59,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1223/10186 [20:11<2:27:55,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1223/10186 [20:11<2:27:55,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1224/10186 [20:13<2:28:03,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1224/10186 [20:13<2:28:03,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1225/10186 [20:13<2:27:59,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1225/10186 [20:13<2:27:59,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1226/10186 [20:14<2:27:55,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1226/10186 [20:14<2:27:55,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1227/10186 [20:14<2:27:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1227/10186 [20:14<2:27:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1228/10186 [20:17<2:27:59,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1228/10186 [20:17<2:27:59,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1229/10186 [20:17<2:27:54,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1229/10186 [20:17<2:27:54,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1230/10186 [20:18<2:27:50,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1230/10186 [20:18<2:27:50,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1231/10186 [20:18<2:27:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1231/10186 [20:18<2:27:46,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1232/10186 [20:21<2:27:54,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1232/10186 [20:21<2:27:54,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1233/10186 [20:21<2:27:50,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1233/10186 [20:21<2:27:50,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1234/10186 [20:22<2:27:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1234/10186 [20:22<2:27:46,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1235/10186 [20:22<2:27:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1235/10186 [20:22<2:27:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1236/10186 [20:25<2:27:50,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1236/10186 [20:25<2:27:50,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1237/10186 [20:25<2:27:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1237/10186 [20:25<2:27:46,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1238/10186 [20:26<2:27:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1238/10186 [20:26<2:27:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1239/10186 [20:26<2:27:37,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1239/10186 [20:26<2:27:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1240/10186 [20:28<2:27:45,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1240/10186 [20:28<2:27:45,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1241/10186 [20:29<2:27:41,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1241/10186 [20:29<2:27:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1242/10186 [20:29<2:27:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1242/10186 [20:29<2:27:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1243/10186 [20:30<2:27:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1243/10186 [20:30<2:27:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1244/10186 [20:32<2:27:41,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1244/10186 [20:32<2:27:41,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1245/10186 [20:33<2:27:37,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1245/10186 [20:33<2:27:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1246/10186 [20:33<2:27:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1246/10186 [20:33<2:27:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1247/10186 [20:34<2:27:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1247/10186 [20:34<2:27:28,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1248/10186 [20:36<2:27:37,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1248/10186 [20:36<2:27:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1249/10186 [20:37<2:27:32,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1249/10186 [20:37<2:27:32,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1250/10186 [20:37<2:27:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1250/10186 [20:37<2:27:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1251/10186 [20:38<2:27:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1251/10186 [20:38<2:27:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1252/10186 [20:40<2:27:32,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1252/10186 [20:40<2:27:32,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1253/10186 [20:41<2:27:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1253/10186 [20:41<2:27:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1254/10186 [20:41<2:27:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1254/10186 [20:41<2:27:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1255/10186 [20:42<2:27:20,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1255/10186 [20:42<2:27:20,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1256/10186 [20:44<2:27:28,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1256/10186 [20:44<2:27:28,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1257/10186 [20:45<2:27:24,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1257/10186 [20:45<2:27:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1258/10186 [20:45<2:27:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1258/10186 [20:45<2:27:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1259/10186 [20:46<2:27:15,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1259/10186 [20:46<2:27:15,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1260/10186 [20:48<2:27:23,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1260/10186 [20:48<2:27:23,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1261/10186 [20:48<2:27:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1261/10186 [20:48<2:27:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1262/10186 [20:49<2:27:15,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1262/10186 [20:49<2:27:15,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1263/10186 [20:50<2:27:11,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1263/10186 [20:50<2:27:11,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1264/10186 [20:52<2:27:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1264/10186 [20:52<2:27:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1265/10186 [20:52<2:27:15,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1265/10186 [20:52<2:27:15,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1266/10186 [20:53<2:27:11,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1266/10186 [20:53<2:27:11,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1267/10186 [20:53<2:27:07,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1267/10186 [20:53<2:27:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1268/10186 [20:56<2:27:15,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1268/10186 [20:56<2:27:15,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1269/10186 [20:56<2:27:11,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  12%| | 1269/10186 [20:56<2:27:11,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1270/10186 [20:57<2:27:07,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1270/10186 [20:57<2:27:07,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1271/10186 [20:57<2:27:02,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1271/10186 [20:57<2:27:02,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1272/10186 [21:00<2:27:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1272/10186 [21:00<2:27:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  12%| | 1273/10186 [21:00<2:27:06,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  12%| | 1273/10186 [21:00<2:27:06,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1274/10186 [21:01<2:27:02,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1274/10186 [21:01<2:27:02,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1275/10186 [21:01<2:26:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1276/10186 [21:04<2:27:06,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1277/10186 [21:04<2:27:02,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1278/10186 [21:05<2:26:58,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1279/10186 [21:05<2:26:54,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1279/10186 [21:05<2:26:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1280/10186 [21:07<2:27:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1281/10186 [21:08<2:26:57,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1282/10186 [21:09<2:26:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1283/10186 [21:09<2:26:49,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1284/10186 [21:11<2:26:57,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1284/10186 [21:11<2:26:57,  1.01it/s, v_num=0gjq, train/loss=6."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1285/10186 [21:12<2:26:53,  1.01it/s, v_num=0gjq, train/loss=6.\r",
+      "Epoch 0:  13%|▏| 1285/10186 [21:12<2:26:53,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1286/10186 [21:12<2:26:49,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  13%|▏| 1286/10186 [21:12<2:26:49,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1287/10186 [21:13<2:26:45,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1288/10186 [21:15<2:26:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1289/10186 [21:16<2:26:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  13%|▏| 1289/10186 [21:16<2:26:48,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1290/10186 [21:16<2:26:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  13%|▏| 1290/10186 [21:16<2:26:44,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1291/10186 [21:17<2:26:40,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1292/10186 [21:19<2:26:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1293/10186 [21:20<2:26:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  13%|▏| 1293/10186 [21:20<2:26:44,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1294/10186 [21:20<2:26:40,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1294/10186 [21:20<2:26:40,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1295/10186 [21:21<2:26:36,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1296/10186 [21:23<2:26:44,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1297/10186 [21:24<2:26:40,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1297/10186 [21:24<2:26:40,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1298/10186 [21:24<2:26:36,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  13%|▏| 1298/10186 [21:24<2:26:36,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1299/10186 [21:25<2:26:32,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1299/10186 [21:25<2:26:32,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1300/10186 [21:27<2:26:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1301/10186 [21:27<2:26:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1301/10186 [21:27<2:26:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1302/10186 [21:28<2:26:31,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1302/10186 [21:28<2:26:31,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1303/10186 [21:29<2:26:27,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1303/10186 [21:29<2:26:27,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1304/10186 [21:31<2:26:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1304/10186 [21:31<2:26:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1305/10186 [21:31<2:26:31,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1305/10186 [21:31<2:26:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1306/10186 [21:32<2:26:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  13%|▏| 1306/10186 [21:32<2:26:27,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1307/10186 [21:32<2:26:23,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1307/10186 [21:32<2:26:23,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1308/10186 [21:35<2:26:31,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1308/10186 [21:35<2:26:31,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1309/10186 [21:35<2:26:27,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1309/10186 [21:35<2:26:27,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1310/10186 [21:36<2:26:23,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1310/10186 [21:36<2:26:23,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1311/10186 [21:36<2:26:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1311/10186 [21:36<2:26:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1312/10186 [21:39<2:26:26,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1312/10186 [21:39<2:26:26,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1313/10186 [21:39<2:26:22,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  13%|▏| 1313/10186 [21:39<2:26:22,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1314/10186 [21:40<2:26:18,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1314/10186 [21:40<2:26:18,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1315/10186 [21:40<2:26:15,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1315/10186 [21:40<2:26:15,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1316/10186 [21:43<2:26:22,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1316/10186 [21:43<2:26:22,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1317/10186 [21:43<2:26:18,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1317/10186 [21:43<2:26:18,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1318/10186 [21:44<2:26:14,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1318/10186 [21:44<2:26:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1319/10186 [21:44<2:26:10,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  13%|▏| 1319/10186 [21:44<2:26:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1320/10186 [21:46<2:26:18,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  13%|▏| 1320/10186 [21:46<2:26:18,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1321/10186 [21:47<2:26:14,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1322/10186 [21:48<2:26:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1323/10186 [21:48<2:26:06,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1324/10186 [21:50<2:26:13,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1325/10186 [21:51<2:26:09,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1326/10186 [21:51<2:26:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1327/10186 [21:52<2:26:01,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1328/10186 [21:54<2:26:09,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1329/10186 [21:55<2:26:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1330/10186 [21:55<2:26:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1331/10186 [21:56<2:25:57,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1332/10186 [21:58<2:26:04,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1333/10186 [21:59<2:26:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1334/10186 [21:59<2:25:57,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1335/10186 [22:00<2:25:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1336/10186 [22:02<2:26:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1337/10186 [22:03<2:25:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1338/10186 [22:03<2:25:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1339/10186 [22:04<2:25:48,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1340/10186 [22:06<2:25:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1341/10186 [22:06<2:25:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1342/10186 [22:07<2:25:48,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1343/10186 [22:08<2:25:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1344/10186 [22:10<2:25:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1345/10186 [22:10<2:25:47,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1346/10186 [22:11<2:25:43,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1347/10186 [22:11<2:25:40,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1348/10186 [22:14<2:25:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1349/10186 [22:14<2:25:43,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1350/10186 [22:15<2:25:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1351/10186 [22:15<2:25:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1352/10186 [22:18<2:25:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1353/10186 [22:18<2:25:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1354/10186 [22:19<2:25:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1355/10186 [22:19<2:25:31,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1356/10186 [22:21<2:25:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1357/10186 [22:22<2:25:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1358/10186 [22:23<2:25:30,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1359/10186 [22:23<2:25:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1360/10186 [22:25<2:25:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1361/10186 [22:26<2:25:30,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1362/10186 [22:26<2:25:26,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1363/10186 [22:27<2:25:22,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1364/10186 [22:29<2:25:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1365/10186 [22:30<2:25:25,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1366/10186 [22:30<2:25:22,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1367/10186 [22:31<2:25:18,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1368/10186 [22:33<2:25:25,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1369/10186 [22:34<2:25:21,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1370/10186 [22:34<2:25:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1371/10186 [22:35<2:25:13,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1372/10186 [22:37<2:25:20,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1373/10186 [22:38<2:25:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1374/10186 [22:38<2:25:13,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 1375/10186 [22:39<2:25:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1376/10186 [22:41<2:25:16,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1377/10186 [22:41<2:25:12,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1378/10186 [22:42<2:25:08,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1379/10186 [22:43<2:25:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1380/10186 [22:45<2:25:12,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1381/10186 [22:45<2:25:08,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1382/10186 [22:46<2:25:04,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1383/10186 [22:46<2:25:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1384/10186 [22:49<2:25:08,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1385/10186 [22:49<2:25:04,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1386/10186 [22:50<2:25:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1387/10186 [22:50<2:24:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1388/10186 [22:53<2:25:03,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1389/10186 [22:53<2:24:59,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1390/10186 [22:54<2:24:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1391/10186 [22:54<2:24:52,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1392/10186 [22:57<2:24:59,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1393/10186 [22:57<2:24:55,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1394/10186 [22:58<2:24:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1395/10186 [22:58<2:24:48,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1396/10186 [23:00<2:24:55,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1397/10186 [23:01<2:24:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1398/10186 [23:02<2:24:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1399/10186 [23:02<2:24:43,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1400/10186 [23:04<2:24:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1401/10186 [23:05<2:24:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1402/10186 [23:05<2:24:43,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1403/10186 [23:06<2:24:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1404/10186 [23:08<2:24:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1405/10186 [23:09<2:24:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1406/10186 [23:09<2:24:38,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1407/10186 [23:10<2:24:35,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1408/10186 [23:12<2:24:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1408/10186 [23:12<2:24:42,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1409/10186 [23:13<2:24:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1410/10186 [23:13<2:24:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1410/10186 [23:13<2:24:34,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1411/10186 [23:14<2:24:31,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1411/10186 [23:14<2:24:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1412/10186 [23:16<2:24:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1412/10186 [23:16<2:24:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1413/10186 [23:17<2:24:34,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1413/10186 [23:17<2:24:34,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1414/10186 [23:17<2:24:30,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1414/10186 [23:17<2:24:30,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1415/10186 [23:18<2:24:26,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1415/10186 [23:18<2:24:26,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1416/10186 [23:20<2:24:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1416/10186 [23:20<2:24:33,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1417/10186 [23:20<2:24:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1417/10186 [23:20<2:24:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1418/10186 [23:21<2:24:26,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1418/10186 [23:21<2:24:26,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1419/10186 [23:22<2:24:22,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1419/10186 [23:22<2:24:22,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1420/10186 [23:24<2:24:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1421/10186 [23:24<2:24:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1421/10186 [23:24<2:24:25,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1422/10186 [23:25<2:24:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1422/10186 [23:25<2:24:21,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1423/10186 [23:25<2:24:18,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1423/10186 [23:25<2:24:18,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1424/10186 [23:28<2:24:24,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1424/10186 [23:28<2:24:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1425/10186 [23:28<2:24:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1425/10186 [23:28<2:24:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1426/10186 [23:29<2:24:17,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1426/10186 [23:29<2:24:17,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1427/10186 [23:29<2:24:13,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1427/10186 [23:29<2:24:13,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1428/10186 [23:32<2:24:20,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1428/10186 [23:32<2:24:20,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1429/10186 [23:32<2:24:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1429/10186 [23:32<2:24:16,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1430/10186 [23:33<2:24:13,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1430/10186 [23:33<2:24:13,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1431/10186 [23:33<2:24:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1431/10186 [23:33<2:24:09,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1432/10186 [23:35<2:24:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1432/10186 [23:35<2:24:16,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1433/10186 [23:36<2:24:12,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1433/10186 [23:36<2:24:12,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1434/10186 [23:37<2:24:08,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1434/10186 [23:37<2:24:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1435/10186 [23:37<2:24:05,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1435/10186 [23:37<2:24:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1436/10186 [23:39<2:24:11,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1436/10186 [23:39<2:24:11,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1437/10186 [23:40<2:24:08,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1437/10186 [23:40<2:24:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1438/10186 [23:40<2:24:04,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1438/10186 [23:40<2:24:04,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1439/10186 [23:41<2:24:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1439/10186 [23:41<2:24:00,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1440/10186 [23:43<2:24:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1440/10186 [23:43<2:24:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1441/10186 [23:44<2:24:03,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1441/10186 [23:44<2:24:03,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1442/10186 [23:44<2:24:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1442/10186 [23:44<2:24:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1443/10186 [23:45<2:23:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1443/10186 [23:45<2:23:56,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1444/10186 [23:47<2:24:03,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1444/10186 [23:47<2:24:03,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1445/10186 [23:48<2:23:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1445/10186 [23:48<2:23:59,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1446/10186 [23:48<2:23:55,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1446/10186 [23:48<2:23:55,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1447/10186 [23:49<2:23:52,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1447/10186 [23:49<2:23:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1448/10186 [23:51<2:23:59,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1448/10186 [23:51<2:23:59,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1449/10186 [23:52<2:23:55,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1449/10186 [23:52<2:23:55,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1450/10186 [23:52<2:23:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1450/10186 [23:52<2:23:51,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1451/10186 [23:53<2:23:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1451/10186 [23:53<2:23:48,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1452/10186 [23:55<2:23:54,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1452/10186 [23:55<2:23:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1453/10186 [23:56<2:23:51,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1453/10186 [23:56<2:23:51,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1454/10186 [23:56<2:23:47,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1454/10186 [23:56<2:23:47,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1455/10186 [23:57<2:23:43,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1455/10186 [23:57<2:23:43,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1456/10186 [23:59<2:23:50,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1456/10186 [23:59<2:23:50,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1457/10186 [23:59<2:23:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1457/10186 [23:59<2:23:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1458/10186 [24:00<2:23:43,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1458/10186 [24:00<2:23:43,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1459/10186 [24:01<2:23:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1459/10186 [24:01<2:23:39,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1460/10186 [24:03<2:23:46,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1460/10186 [24:03<2:23:46,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1461/10186 [24:03<2:23:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1461/10186 [24:03<2:23:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1462/10186 [24:04<2:23:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1462/10186 [24:04<2:23:39,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1463/10186 [24:04<2:23:35,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1463/10186 [24:04<2:23:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1464/10186 [24:07<2:23:41,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1464/10186 [24:07<2:23:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1465/10186 [24:07<2:23:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1465/10186 [24:07<2:23:38,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1466/10186 [24:08<2:23:34,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1466/10186 [24:08<2:23:34,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1467/10186 [24:08<2:23:31,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1467/10186 [24:08<2:23:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1468/10186 [24:11<2:23:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1468/10186 [24:11<2:23:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1469/10186 [24:11<2:23:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1469/10186 [24:11<2:23:33,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1470/10186 [24:12<2:23:30,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1470/10186 [24:12<2:23:30,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1471/10186 [24:12<2:23:26,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1471/10186 [24:12<2:23:26,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1472/10186 [24:14<2:23:33,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  14%|▏| 1472/10186 [24:14<2:23:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1473/10186 [24:15<2:23:29,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1474/10186 [24:16<2:23:26,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1475/10186 [24:16<2:23:22,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  14%|▏| 1475/10186 [24:16<2:23:22,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 1476/10186 [24:18<2:23:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1477/10186 [24:19<2:23:25,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1478/10186 [24:19<2:23:21,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1479/10186 [24:20<2:23:18,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1479/10186 [24:20<2:23:18,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1480/10186 [24:22<2:23:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1480/10186 [24:22<2:23:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1481/10186 [24:23<2:23:21,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1482/10186 [24:23<2:23:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1483/10186 [24:24<2:23:13,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1484/10186 [24:26<2:23:20,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1484/10186 [24:26<2:23:20,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1485/10186 [24:27<2:23:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1486/10186 [24:27<2:23:13,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1486/10186 [24:27<2:23:13,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1487/10186 [24:28<2:23:09,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1487/10186 [24:28<2:23:09,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1488/10186 [24:30<2:23:15,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1489/10186 [24:31<2:23:12,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1489/10186 [24:31<2:23:12,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1490/10186 [24:31<2:23:08,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1491/10186 [24:32<2:23:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1492/10186 [24:34<2:23:11,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1492/10186 [24:34<2:23:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1493/10186 [24:34<2:23:08,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1493/10186 [24:34<2:23:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1494/10186 [24:35<2:23:04,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1494/10186 [24:35<2:23:04,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1495/10186 [24:36<2:23:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1495/10186 [24:36<2:23:00,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1496/10186 [24:38<2:23:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1496/10186 [24:38<2:23:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1497/10186 [24:38<2:23:03,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1497/10186 [24:38<2:23:03,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1498/10186 [24:39<2:23:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1499/10186 [24:39<2:22:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1500/10186 [24:42<2:23:02,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1500/10186 [24:42<2:23:03,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1501/10186 [24:42<2:22:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1502/10186 [24:43<2:22:55,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1502/10186 [24:43<2:22:55,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1503/10186 [24:43<2:22:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1503/10186 [24:43<2:22:52,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1504/10186 [24:46<2:22:58,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1504/10186 [24:46<2:22:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1505/10186 [24:46<2:22:55,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1505/10186 [24:46<2:22:55,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1506/10186 [24:47<2:22:51,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1506/10186 [24:47<2:22:51,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1507/10186 [24:47<2:22:48,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  15%|▏| 1507/10186 [24:47<2:22:48,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1508/10186 [24:50<2:22:54,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1508/10186 [24:50<2:22:54,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1509/10186 [24:50<2:22:50,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1509/10186 [24:50<2:22:50,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1510/10186 [24:51<2:22:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1510/10186 [24:51<2:22:47,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1511/10186 [24:51<2:22:44,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1511/10186 [24:51<2:22:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1512/10186 [24:53<2:22:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1512/10186 [24:53<2:22:50,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1513/10186 [24:54<2:22:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1513/10186 [24:54<2:22:46,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1514/10186 [24:55<2:22:43,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1514/10186 [24:55<2:22:43,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1515/10186 [24:55<2:22:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1515/10186 [24:55<2:22:39,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1516/10186 [24:57<2:22:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1516/10186 [24:57<2:22:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1517/10186 [24:58<2:22:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1517/10186 [24:58<2:22:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1518/10186 [24:58<2:22:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1518/10186 [24:58<2:22:39,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1519/10186 [24:59<2:22:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1519/10186 [24:59<2:22:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1520/10186 [25:01<2:22:41,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1521/10186 [25:02<2:22:38,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1521/10186 [25:02<2:22:38,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1522/10186 [25:02<2:22:34,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1522/10186 [25:02<2:22:34,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1523/10186 [25:03<2:22:31,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1523/10186 [25:03<2:22:31,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1524/10186 [25:05<2:22:37,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1524/10186 [25:05<2:22:37,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1525/10186 [25:06<2:22:33,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1525/10186 [25:06<2:22:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1526/10186 [25:06<2:22:30,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1526/10186 [25:06<2:22:30,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1527/10186 [25:07<2:22:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1527/10186 [25:07<2:22:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1528/10186 [25:09<2:22:33,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1528/10186 [25:09<2:22:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1529/10186 [25:10<2:22:29,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1529/10186 [25:10<2:22:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1530/10186 [25:10<2:22:26,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1530/10186 [25:10<2:22:26,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1531/10186 [25:11<2:22:22,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1531/10186 [25:11<2:22:22,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1532/10186 [25:13<2:22:28,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1532/10186 [25:13<2:22:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1533/10186 [25:13<2:22:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1533/10186 [25:13<2:22:25,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1534/10186 [25:14<2:22:22,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1534/10186 [25:14<2:22:22,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1535/10186 [25:15<2:22:18,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1535/10186 [25:15<2:22:18,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1536/10186 [25:17<2:22:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1536/10186 [25:17<2:22:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1537/10186 [25:17<2:22:21,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1537/10186 [25:17<2:22:21,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1538/10186 [25:18<2:22:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1538/10186 [25:18<2:22:17,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1539/10186 [25:18<2:22:14,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1539/10186 [25:18<2:22:14,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1540/10186 [25:21<2:22:20,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1540/10186 [25:21<2:22:20,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1541/10186 [25:21<2:22:16,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1541/10186 [25:21<2:22:16,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1542/10186 [25:22<2:22:13,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1542/10186 [25:22<2:22:13,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1543/10186 [25:22<2:22:10,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1543/10186 [25:22<2:22:10,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1544/10186 [25:25<2:22:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1544/10186 [25:25<2:22:16,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1545/10186 [25:25<2:22:12,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1545/10186 [25:25<2:22:12,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1546/10186 [25:26<2:22:09,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1546/10186 [25:26<2:22:09,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1547/10186 [25:26<2:22:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1547/10186 [25:26<2:22:05,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1548/10186 [25:28<2:22:11,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1548/10186 [25:28<2:22:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1549/10186 [25:29<2:22:08,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1549/10186 [25:29<2:22:08,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1550/10186 [25:30<2:22:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1550/10186 [25:30<2:22:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1551/10186 [25:30<2:22:01,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1551/10186 [25:30<2:22:01,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1552/10186 [25:32<2:22:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1552/10186 [25:32<2:22:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1553/10186 [25:33<2:22:04,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1553/10186 [25:33<2:22:04,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1554/10186 [25:33<2:22:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1554/10186 [25:33<2:22:00,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1555/10186 [25:34<2:21:57,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1555/10186 [25:34<2:21:57,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1556/10186 [25:36<2:22:03,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1556/10186 [25:36<2:22:03,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1557/10186 [25:37<2:21:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1557/10186 [25:37<2:21:59,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1558/10186 [25:37<2:21:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1558/10186 [25:37<2:21:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1559/10186 [25:38<2:21:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1559/10186 [25:38<2:21:53,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1560/10186 [25:40<2:21:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1560/10186 [25:40<2:21:59,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1561/10186 [25:41<2:21:55,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1561/10186 [25:41<2:21:55,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1562/10186 [25:41<2:21:52,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1562/10186 [25:41<2:21:52,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1563/10186 [25:42<2:21:49,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1563/10186 [25:42<2:21:49,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1564/10186 [25:44<2:21:54,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1564/10186 [25:44<2:21:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1565/10186 [25:45<2:21:51,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1565/10186 [25:45<2:21:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1566/10186 [25:45<2:21:48,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1566/10186 [25:45<2:21:48,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1567/10186 [25:46<2:21:44,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1567/10186 [25:46<2:21:44,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1568/10186 [25:48<2:21:50,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1568/10186 [25:48<2:21:50,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1569/10186 [25:49<2:21:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1569/10186 [25:49<2:21:47,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1570/10186 [25:49<2:21:43,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1570/10186 [25:49<2:21:43,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1571/10186 [25:50<2:21:40,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1571/10186 [25:50<2:21:40,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1572/10186 [25:52<2:21:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1572/10186 [25:52<2:21:46,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1573/10186 [25:52<2:21:42,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1573/10186 [25:52<2:21:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1574/10186 [25:53<2:21:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1574/10186 [25:53<2:21:39,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1575/10186 [25:54<2:21:36,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1575/10186 [25:54<2:21:36,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1576/10186 [25:56<2:21:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1576/10186 [25:56<2:21:42,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1577/10186 [25:56<2:21:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  15%|▏| 1577/10186 [25:56<2:21:38,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  15%|▏| 1578/10186 [25:57<2:21:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  15%|▏| 1578/10186 [25:57<2:21:35,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1579/10186 [25:57<2:21:32,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1579/10186 [25:57<2:21:32,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1580/10186 [26:00<2:21:38,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1580/10186 [26:00<2:21:38,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1581/10186 [26:00<2:21:34,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1581/10186 [26:00<2:21:34,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1582/10186 [26:01<2:21:31,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1582/10186 [26:01<2:21:31,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1583/10186 [26:01<2:21:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1583/10186 [26:01<2:21:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1584/10186 [26:04<2:21:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1584/10186 [26:04<2:21:34,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1585/10186 [26:04<2:21:30,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1585/10186 [26:04<2:21:30,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1586/10186 [26:05<2:21:27,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1586/10186 [26:05<2:21:27,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1587/10186 [26:05<2:21:24,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  16%|▏| 1587/10186 [26:05<2:21:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1588/10186 [26:08<2:21:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1588/10186 [26:08<2:21:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1589/10186 [26:08<2:21:26,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1589/10186 [26:08<2:21:26,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1590/10186 [26:09<2:21:23,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1590/10186 [26:09<2:21:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1591/10186 [26:09<2:21:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1591/10186 [26:09<2:21:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1592/10186 [26:11<2:21:25,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1592/10186 [26:11<2:21:25,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1593/10186 [26:12<2:21:22,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1593/10186 [26:12<2:21:22,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1594/10186 [26:13<2:21:18,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1594/10186 [26:13<2:21:18,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1595/10186 [26:13<2:21:15,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1595/10186 [26:13<2:21:15,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1596/10186 [26:15<2:21:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1596/10186 [26:15<2:21:21,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1597/10186 [26:16<2:21:18,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1597/10186 [26:16<2:21:18,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1598/10186 [26:16<2:21:14,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1598/10186 [26:16<2:21:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1599/10186 [26:17<2:21:11,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1599/10186 [26:17<2:21:11,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1600/10186 [26:19<2:21:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1600/10186 [26:19<2:21:17,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1601/10186 [26:20<2:21:13,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1601/10186 [26:20<2:21:13,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1602/10186 [26:20<2:21:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1602/10186 [26:20<2:21:10,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1603/10186 [26:21<2:21:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1603/10186 [26:21<2:21:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1604/10186 [26:23<2:21:12,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1604/10186 [26:23<2:21:12,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1605/10186 [26:24<2:21:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1605/10186 [26:24<2:21:09,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1606/10186 [26:24<2:21:06,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1606/10186 [26:24<2:21:06,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1607/10186 [26:25<2:21:02,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1607/10186 [26:25<2:21:02,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1608/10186 [26:27<2:21:08,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1608/10186 [26:27<2:21:08,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1609/10186 [26:28<2:21:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1609/10186 [26:28<2:21:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1610/10186 [26:28<2:21:01,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1610/10186 [26:28<2:21:01,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1611/10186 [26:29<2:20:58,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1611/10186 [26:29<2:20:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1612/10186 [26:31<2:21:04,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1612/10186 [26:31<2:21:04,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1613/10186 [26:31<2:21:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1613/10186 [26:31<2:21:01,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1614/10186 [26:32<2:20:57,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1614/10186 [26:32<2:20:57,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1615/10186 [26:33<2:20:54,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1615/10186 [26:33<2:20:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1616/10186 [26:35<2:21:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1616/10186 [26:35<2:21:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1617/10186 [26:35<2:20:56,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1617/10186 [26:35<2:20:56,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1618/10186 [26:36<2:20:53,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1618/10186 [26:36<2:20:53,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1619/10186 [26:36<2:20:50,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1619/10186 [26:36<2:20:50,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1620/10186 [26:39<2:20:55,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1620/10186 [26:39<2:20:55,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1621/10186 [26:39<2:20:52,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1621/10186 [26:39<2:20:52,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1622/10186 [26:40<2:20:49,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1622/10186 [26:40<2:20:49,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1623/10186 [26:40<2:20:46,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1623/10186 [26:40<2:20:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1624/10186 [26:43<2:20:51,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1624/10186 [26:43<2:20:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1625/10186 [26:43<2:20:48,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1625/10186 [26:43<2:20:48,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1626/10186 [26:44<2:20:45,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1626/10186 [26:44<2:20:45,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1627/10186 [26:44<2:20:41,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1627/10186 [26:44<2:20:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1628/10186 [26:46<2:20:47,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1628/10186 [26:46<2:20:47,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1629/10186 [26:47<2:20:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1629/10186 [26:47<2:20:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1630/10186 [26:48<2:20:40,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1630/10186 [26:48<2:20:40,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1631/10186 [26:48<2:20:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1631/10186 [26:48<2:20:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1632/10186 [26:50<2:20:43,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1632/10186 [26:50<2:20:43,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1633/10186 [26:51<2:20:39,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1633/10186 [26:51<2:20:39,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1634/10186 [26:51<2:20:36,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1634/10186 [26:51<2:20:36,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1635/10186 [26:52<2:20:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1635/10186 [26:52<2:20:33,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1636/10186 [26:54<2:20:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1636/10186 [26:54<2:20:38,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1637/10186 [26:55<2:20:35,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1637/10186 [26:55<2:20:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1638/10186 [26:55<2:20:32,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1638/10186 [26:55<2:20:32,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1639/10186 [26:56<2:20:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1639/10186 [26:56<2:20:29,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1640/10186 [26:58<2:20:34,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1640/10186 [26:58<2:20:34,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1641/10186 [26:59<2:20:31,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1641/10186 [26:59<2:20:31,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1642/10186 [26:59<2:20:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1642/10186 [26:59<2:20:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1643/10186 [27:00<2:20:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1643/10186 [27:00<2:20:24,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1644/10186 [27:02<2:20:30,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1644/10186 [27:02<2:20:30,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1645/10186 [27:03<2:20:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1645/10186 [27:03<2:20:27,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1646/10186 [27:03<2:20:23,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1646/10186 [27:03<2:20:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1647/10186 [27:04<2:20:20,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1647/10186 [27:04<2:20:20,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1648/10186 [27:06<2:20:26,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1648/10186 [27:06<2:20:26,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1649/10186 [27:06<2:20:22,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1649/10186 [27:06<2:20:22,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1650/10186 [27:07<2:20:19,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1650/10186 [27:07<2:20:19,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1651/10186 [27:08<2:20:16,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  16%|▏| 1651/10186 [27:08<2:20:16,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1652/10186 [27:10<2:20:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1652/10186 [27:10<2:20:21,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1653/10186 [27:10<2:20:18,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1653/10186 [27:10<2:20:18,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1654/10186 [27:11<2:20:15,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1654/10186 [27:11<2:20:15,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1655/10186 [27:11<2:20:12,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1655/10186 [27:11<2:20:12,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1656/10186 [27:14<2:20:17,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1656/10186 [27:14<2:20:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1657/10186 [27:14<2:20:14,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1657/10186 [27:14<2:20:14,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1658/10186 [27:15<2:20:11,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1658/10186 [27:15<2:20:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1659/10186 [27:15<2:20:08,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1659/10186 [27:15<2:20:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1660/10186 [27:18<2:20:13,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1660/10186 [27:18<2:20:13,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1661/10186 [27:18<2:20:10,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1661/10186 [27:18<2:20:10,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1662/10186 [27:19<2:20:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1662/10186 [27:19<2:20:07,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1663/10186 [27:19<2:20:03,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1663/10186 [27:19<2:20:03,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1664/10186 [27:21<2:20:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1664/10186 [27:21<2:20:09,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1665/10186 [27:22<2:20:06,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1665/10186 [27:22<2:20:06,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1666/10186 [27:23<2:20:02,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1666/10186 [27:23<2:20:02,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1667/10186 [27:23<2:19:59,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1667/10186 [27:23<2:19:59,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1668/10186 [27:25<2:20:04,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1668/10186 [27:25<2:20:04,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1669/10186 [27:26<2:20:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1669/10186 [27:26<2:20:01,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1670/10186 [27:26<2:19:58,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1670/10186 [27:26<2:19:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1671/10186 [27:27<2:19:55,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1671/10186 [27:27<2:19:55,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1672/10186 [27:29<2:20:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1672/10186 [27:29<2:20:00,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1673/10186 [27:30<2:19:57,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1673/10186 [27:30<2:19:57,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1674/10186 [27:30<2:19:54,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1674/10186 [27:30<2:19:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1675/10186 [27:31<2:19:51,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1675/10186 [27:31<2:19:51,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1676/10186 [27:33<2:19:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1676/10186 [27:33<2:19:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1677/10186 [27:34<2:19:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1677/10186 [27:34<2:19:53,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1678/10186 [27:34<2:19:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  16%|▏| 1678/10186 [27:34<2:19:50,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1679/10186 [27:35<2:19:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1679/10186 [27:35<2:19:46,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  16%|▏| 1680/10186 [27:37<2:19:52,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  16%|▏| 1680/10186 [27:37<2:19:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1681/10186 [27:38<2:19:49,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1681/10186 [27:38<2:19:49,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1682/10186 [27:38<2:19:45,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1682/10186 [27:38<2:19:45,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1683/10186 [27:39<2:19:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1683/10186 [27:39<2:19:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1684/10186 [27:41<2:19:48,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1684/10186 [27:41<2:19:48,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1685/10186 [27:41<2:19:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1685/10186 [27:41<2:19:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1686/10186 [27:42<2:19:41,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1686/10186 [27:42<2:19:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1687/10186 [27:43<2:19:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1687/10186 [27:43<2:19:38,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1688/10186 [27:45<2:19:43,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1688/10186 [27:45<2:19:43,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1689/10186 [27:45<2:19:40,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1689/10186 [27:45<2:19:40,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1690/10186 [27:46<2:19:37,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1690/10186 [27:46<2:19:37,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1691/10186 [27:46<2:19:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1691/10186 [27:46<2:19:34,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1692/10186 [27:49<2:19:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1692/10186 [27:49<2:19:39,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1693/10186 [27:49<2:19:36,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1693/10186 [27:49<2:19:36,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1694/10186 [27:50<2:19:33,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1694/10186 [27:50<2:19:33,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1695/10186 [27:50<2:19:30,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1695/10186 [27:50<2:19:30,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1696/10186 [27:53<2:19:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1696/10186 [27:53<2:19:35,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1697/10186 [27:53<2:19:32,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1697/10186 [27:53<2:19:32,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1698/10186 [27:54<2:19:29,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1698/10186 [27:54<2:19:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1699/10186 [27:54<2:19:26,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1699/10186 [27:54<2:19:26,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1700/10186 [27:57<2:19:31,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1700/10186 [27:57<2:19:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1701/10186 [27:57<2:19:28,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1701/10186 [27:57<2:19:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1702/10186 [27:58<2:19:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1702/10186 [27:58<2:19:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1703/10186 [27:58<2:19:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1703/10186 [27:58<2:19:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1704/10186 [28:00<2:19:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1704/10186 [28:00<2:19:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1705/10186 [28:01<2:19:23,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1705/10186 [28:01<2:19:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1706/10186 [28:02<2:19:20,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1706/10186 [28:02<2:19:20,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1707/10186 [28:02<2:19:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1707/10186 [28:02<2:19:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1708/10186 [28:04<2:19:22,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1708/10186 [28:04<2:19:22,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1709/10186 [28:05<2:19:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1709/10186 [28:05<2:19:19,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1710/10186 [28:05<2:19:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1710/10186 [28:05<2:19:16,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1711/10186 [28:06<2:19:13,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1711/10186 [28:06<2:19:13,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1712/10186 [28:08<2:19:18,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1712/10186 [28:08<2:19:18,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1713/10186 [28:09<2:19:15,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1713/10186 [28:09<2:19:15,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1714/10186 [28:09<2:19:12,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1714/10186 [28:09<2:19:12,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1715/10186 [28:10<2:19:09,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  17%|▏| 1715/10186 [28:10<2:19:09,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1716/10186 [28:12<2:19:14,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1716/10186 [28:12<2:19:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1717/10186 [28:13<2:19:11,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1717/10186 [28:13<2:19:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1718/10186 [28:13<2:19:08,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1718/10186 [28:13<2:19:08,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1719/10186 [28:14<2:19:04,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1719/10186 [28:14<2:19:04,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1720/10186 [28:16<2:19:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1720/10186 [28:16<2:19:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1721/10186 [28:17<2:19:07,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1721/10186 [28:17<2:19:07,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1722/10186 [28:17<2:19:03,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1722/10186 [28:17<2:19:03,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1723/10186 [28:18<2:19:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1723/10186 [28:18<2:19:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1724/10186 [28:20<2:19:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1724/10186 [28:20<2:19:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1725/10186 [28:20<2:19:02,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1725/10186 [28:20<2:19:02,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1726/10186 [28:21<2:18:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1726/10186 [28:21<2:18:59,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1727/10186 [28:22<2:18:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1727/10186 [28:22<2:18:56,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1728/10186 [28:24<2:19:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1728/10186 [28:24<2:19:01,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1729/10186 [28:24<2:18:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1729/10186 [28:24<2:18:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1730/10186 [28:25<2:18:55,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1730/10186 [28:25<2:18:55,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1731/10186 [28:25<2:18:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1731/10186 [28:25<2:18:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1732/10186 [28:28<2:18:57,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1732/10186 [28:28<2:18:57,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1733/10186 [28:28<2:18:54,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1733/10186 [28:28<2:18:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1734/10186 [28:29<2:18:51,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1734/10186 [28:29<2:18:51,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1735/10186 [28:29<2:18:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1735/10186 [28:29<2:18:48,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1736/10186 [28:32<2:18:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1736/10186 [28:32<2:18:53,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1737/10186 [28:32<2:18:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1737/10186 [28:32<2:18:50,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1738/10186 [28:33<2:18:47,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1738/10186 [28:33<2:18:47,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1739/10186 [28:33<2:18:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1739/10186 [28:33<2:18:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1740/10186 [28:35<2:18:49,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1740/10186 [28:35<2:18:49,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1741/10186 [28:36<2:18:46,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1741/10186 [28:36<2:18:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1742/10186 [28:37<2:18:43,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1742/10186 [28:37<2:18:43,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1743/10186 [28:37<2:18:39,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  17%|▏| 1743/10186 [28:37<2:18:39,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1744/10186 [28:39<2:18:44,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1744/10186 [28:39<2:18:44,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1745/10186 [28:40<2:18:41,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1745/10186 [28:40<2:18:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1746/10186 [28:40<2:18:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1746/10186 [28:40<2:18:38,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1747/10186 [28:41<2:18:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1747/10186 [28:41<2:18:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1748/10186 [28:43<2:18:40,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1748/10186 [28:43<2:18:40,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1749/10186 [28:44<2:18:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1749/10186 [28:44<2:18:37,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1750/10186 [28:44<2:18:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1750/10186 [28:44<2:18:34,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1751/10186 [28:45<2:18:31,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1751/10186 [28:45<2:18:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1752/10186 [28:47<2:18:36,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1752/10186 [28:47<2:18:36,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1753/10186 [28:48<2:18:33,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1753/10186 [28:48<2:18:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1754/10186 [28:48<2:18:30,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1754/10186 [28:48<2:18:30,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1755/10186 [28:49<2:18:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1755/10186 [28:49<2:18:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1756/10186 [28:51<2:18:32,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1756/10186 [28:51<2:18:32,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1757/10186 [28:52<2:18:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1757/10186 [28:52<2:18:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1758/10186 [28:52<2:18:26,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1758/10186 [28:52<2:18:26,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1759/10186 [28:53<2:18:23,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1759/10186 [28:53<2:18:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1760/10186 [28:55<2:18:28,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1760/10186 [28:55<2:18:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1761/10186 [28:55<2:18:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1761/10186 [28:55<2:18:25,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1762/10186 [28:56<2:18:22,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1762/10186 [28:56<2:18:22,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1763/10186 [28:57<2:18:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1763/10186 [28:57<2:18:19,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1764/10186 [28:59<2:18:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1764/10186 [28:59<2:18:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1765/10186 [28:59<2:18:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1765/10186 [28:59<2:18:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1766/10186 [29:00<2:18:18,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1766/10186 [29:00<2:18:18,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1767/10186 [29:00<2:18:15,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1767/10186 [29:00<2:18:15,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1768/10186 [29:03<2:18:20,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1768/10186 [29:03<2:18:20,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1769/10186 [29:03<2:18:16,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1769/10186 [29:03<2:18:16,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1770/10186 [29:04<2:18:13,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1770/10186 [29:04<2:18:13,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1771/10186 [29:04<2:18:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1771/10186 [29:04<2:18:10,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1772/10186 [29:07<2:18:15,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1772/10186 [29:07<2:18:15,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1773/10186 [29:07<2:18:12,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1773/10186 [29:07<2:18:12,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1774/10186 [29:08<2:18:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1774/10186 [29:08<2:18:09,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1775/10186 [29:08<2:18:06,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  17%|▏| 1775/10186 [29:08<2:18:06,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1776/10186 [29:11<2:18:11,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1776/10186 [29:11<2:18:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1777/10186 [29:11<2:18:08,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1777/10186 [29:11<2:18:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1778/10186 [29:12<2:18:05,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1778/10186 [29:12<2:18:05,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1779/10186 [29:12<2:18:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1779/10186 [29:12<2:18:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1780/10186 [29:14<2:18:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1780/10186 [29:14<2:18:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1781/10186 [29:15<2:18:04,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1781/10186 [29:15<2:18:04,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  17%|▏| 1782/10186 [29:16<2:18:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  17%|▏| 1782/10186 [29:16<2:18:01,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1783/10186 [29:16<2:17:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1783/10186 [29:16<2:17:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1784/10186 [29:18<2:18:03,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1784/10186 [29:18<2:18:03,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1785/10186 [29:19<2:18:00,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1785/10186 [29:19<2:18:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1786/10186 [29:19<2:17:57,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1786/10186 [29:19<2:17:57,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1787/10186 [29:20<2:17:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1787/10186 [29:20<2:17:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1788/10186 [29:22<2:17:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1788/10186 [29:22<2:17:59,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1789/10186 [29:23<2:17:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1789/10186 [29:23<2:17:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1790/10186 [29:23<2:17:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1790/10186 [29:23<2:17:53,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1791/10186 [29:24<2:17:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1791/10186 [29:24<2:17:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1792/10186 [29:26<2:17:54,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1792/10186 [29:26<2:17:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1793/10186 [29:27<2:17:51,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1793/10186 [29:27<2:17:51,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1794/10186 [29:27<2:17:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1794/10186 [29:27<2:17:48,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1795/10186 [29:28<2:17:45,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1795/10186 [29:28<2:17:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1796/10186 [29:30<2:17:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1796/10186 [29:30<2:17:50,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1797/10186 [29:31<2:17:47,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1797/10186 [29:31<2:17:47,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1798/10186 [29:31<2:17:44,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1798/10186 [29:31<2:17:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1799/10186 [29:32<2:17:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1799/10186 [29:32<2:17:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1800/10186 [29:34<2:17:46,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1800/10186 [29:34<2:17:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1801/10186 [29:34<2:17:43,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1801/10186 [29:34<2:17:43,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1802/10186 [29:35<2:17:40,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1802/10186 [29:35<2:17:40,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1803/10186 [29:36<2:17:37,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1803/10186 [29:36<2:17:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1804/10186 [29:38<2:17:42,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  18%|▏| 1804/10186 [29:38<2:17:42,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1805/10186 [29:38<2:17:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1805/10186 [29:38<2:17:39,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1806/10186 [29:39<2:17:36,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1806/10186 [29:39<2:17:36,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1807/10186 [29:39<2:17:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1807/10186 [29:39<2:17:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1808/10186 [29:42<2:17:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1808/10186 [29:42<2:17:38,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1809/10186 [29:42<2:17:35,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1809/10186 [29:42<2:17:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1810/10186 [29:43<2:17:32,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1810/10186 [29:43<2:17:32,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1811/10186 [29:43<2:17:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1811/10186 [29:43<2:17:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1812/10186 [29:46<2:17:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1812/10186 [29:46<2:17:34,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1813/10186 [29:46<2:17:31,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1813/10186 [29:46<2:17:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1814/10186 [29:47<2:17:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1814/10186 [29:47<2:17:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1815/10186 [29:47<2:17:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1815/10186 [29:47<2:17:25,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1816/10186 [29:49<2:17:29,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1816/10186 [29:49<2:17:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1817/10186 [29:50<2:17:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1817/10186 [29:50<2:17:27,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1818/10186 [29:51<2:17:24,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1818/10186 [29:51<2:17:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1819/10186 [29:51<2:17:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1819/10186 [29:51<2:17:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1820/10186 [29:53<2:17:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1820/10186 [29:53<2:17:25,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1821/10186 [29:54<2:17:22,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1821/10186 [29:54<2:17:22,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1822/10186 [29:54<2:17:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1822/10186 [29:54<2:17:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1823/10186 [29:55<2:17:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1823/10186 [29:55<2:17:16,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1824/10186 [29:57<2:17:21,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1824/10186 [29:57<2:17:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1825/10186 [29:58<2:17:18,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1825/10186 [29:58<2:17:18,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1826/10186 [29:58<2:17:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1826/10186 [29:58<2:17:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1827/10186 [29:59<2:17:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1827/10186 [29:59<2:17:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1828/10186 [30:01<2:17:17,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1828/10186 [30:01<2:17:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1829/10186 [30:02<2:17:14,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1829/10186 [30:02<2:17:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1830/10186 [30:02<2:17:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1830/10186 [30:02<2:17:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1831/10186 [30:03<2:17:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1831/10186 [30:03<2:17:08,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1832/10186 [30:05<2:17:13,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1832/10186 [30:05<2:17:13,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1833/10186 [30:06<2:17:10,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1833/10186 [30:06<2:17:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1834/10186 [30:06<2:17:07,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1834/10186 [30:06<2:17:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1835/10186 [30:07<2:17:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1835/10186 [30:07<2:17:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1836/10186 [30:09<2:17:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1836/10186 [30:09<2:17:09,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1837/10186 [30:10<2:17:06,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1837/10186 [30:10<2:17:06,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1838/10186 [30:10<2:17:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1838/10186 [30:10<2:17:03,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1839/10186 [30:11<2:17:00,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1839/10186 [30:11<2:17:00,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1840/10186 [30:13<2:17:05,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1840/10186 [30:13<2:17:05,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1841/10186 [30:13<2:17:02,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1841/10186 [30:13<2:17:02,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1842/10186 [30:14<2:16:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1842/10186 [30:14<2:16:59,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1843/10186 [30:15<2:16:56,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1843/10186 [30:15<2:16:56,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1844/10186 [30:17<2:17:01,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1844/10186 [30:17<2:17:01,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1845/10186 [30:17<2:16:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1845/10186 [30:17<2:16:58,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1846/10186 [30:18<2:16:55,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1846/10186 [30:18<2:16:55,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1847/10186 [30:18<2:16:52,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1847/10186 [30:18<2:16:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1848/10186 [30:21<2:16:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1848/10186 [30:21<2:16:56,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1849/10186 [30:21<2:16:54,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1849/10186 [30:21<2:16:54,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1850/10186 [30:22<2:16:51,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1850/10186 [30:22<2:16:51,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1851/10186 [30:22<2:16:48,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1851/10186 [30:22<2:16:48,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1852/10186 [30:25<2:16:52,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1852/10186 [30:25<2:16:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1853/10186 [30:25<2:16:49,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1853/10186 [30:25<2:16:49,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1854/10186 [30:26<2:16:47,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1854/10186 [30:26<2:16:47,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1855/10186 [30:26<2:16:44,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1855/10186 [30:26<2:16:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1856/10186 [30:28<2:16:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1856/10186 [30:28<2:16:48,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1857/10186 [30:29<2:16:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1857/10186 [30:29<2:16:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1858/10186 [30:30<2:16:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1858/10186 [30:30<2:16:42,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1859/10186 [30:30<2:16:39,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1859/10186 [30:30<2:16:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1860/10186 [30:32<2:16:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1860/10186 [30:32<2:16:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1861/10186 [30:33<2:16:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1861/10186 [30:33<2:16:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1862/10186 [30:33<2:16:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1862/10186 [30:33<2:16:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1863/10186 [30:34<2:16:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1863/10186 [30:34<2:16:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1864/10186 [30:36<2:16:40,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1864/10186 [30:36<2:16:40,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1865/10186 [30:37<2:16:37,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1865/10186 [30:37<2:16:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1866/10186 [30:37<2:16:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  18%|▏| 1866/10186 [30:37<2:16:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1867/10186 [30:38<2:16:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1867/10186 [30:38<2:16:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1868/10186 [30:40<2:16:36,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1868/10186 [30:40<2:16:36,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1869/10186 [30:41<2:16:33,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  18%|▏| 1869/10186 [30:41<2:16:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1870/10186 [30:41<2:16:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1870/10186 [30:41<2:16:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1871/10186 [30:42<2:16:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1871/10186 [30:42<2:16:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1872/10186 [30:44<2:16:32,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1872/10186 [30:44<2:16:32,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1873/10186 [30:45<2:16:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1873/10186 [30:45<2:16:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1874/10186 [30:45<2:16:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1874/10186 [30:45<2:16:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1875/10186 [30:46<2:16:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1875/10186 [30:46<2:16:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1876/10186 [30:48<2:16:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1876/10186 [30:48<2:16:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1877/10186 [30:48<2:16:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1877/10186 [30:48<2:16:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1878/10186 [30:49<2:16:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  18%|▏| 1878/10186 [30:49<2:16:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1879/10186 [30:50<2:16:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1879/10186 [30:50<2:16:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1880/10186 [30:52<2:16:23,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1880/10186 [30:52<2:16:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1881/10186 [30:52<2:16:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1881/10186 [30:52<2:16:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1882/10186 [30:53<2:16:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1882/10186 [30:53<2:16:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1883/10186 [30:53<2:16:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1883/10186 [30:53<2:16:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  18%|▏| 1884/10186 [30:56<2:16:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  18%|▏| 1884/10186 [30:56<2:16:19,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1885/10186 [30:56<2:16:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1885/10186 [30:56<2:16:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1886/10186 [30:57<2:16:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1886/10186 [30:57<2:16:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1887/10186 [30:57<2:16:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1887/10186 [30:57<2:16:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1888/10186 [31:00<2:16:15,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1888/10186 [31:00<2:16:15,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1889/10186 [31:00<2:16:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1889/10186 [31:00<2:16:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1890/10186 [31:01<2:16:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  19%|▏| 1890/10186 [31:01<2:16:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1891/10186 [31:01<2:16:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1891/10186 [31:01<2:16:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1892/10186 [31:04<2:16:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1892/10186 [31:04<2:16:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1893/10186 [31:04<2:16:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1893/10186 [31:04<2:16:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1894/10186 [31:05<2:16:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  19%|▏| 1894/10186 [31:05<2:16:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1895/10186 [31:05<2:16:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1895/10186 [31:05<2:16:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1896/10186 [31:07<2:16:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1896/10186 [31:07<2:16:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1897/10186 [31:08<2:16:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1897/10186 [31:08<2:16:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1898/10186 [31:09<2:16:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1898/10186 [31:09<2:16:01,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1899/10186 [31:09<2:15:58,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1899/10186 [31:09<2:15:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1900/10186 [31:11<2:16:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1900/10186 [31:11<2:16:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1901/10186 [31:12<2:16:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1901/10186 [31:12<2:16:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1902/10186 [31:12<2:15:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1902/10186 [31:12<2:15:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1903/10186 [31:13<2:15:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1903/10186 [31:13<2:15:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1904/10186 [31:15<2:15:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1904/10186 [31:15<2:15:58,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1905/10186 [31:16<2:15:56,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1905/10186 [31:16<2:15:56,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1906/10186 [31:16<2:15:53,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1906/10186 [31:16<2:15:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1907/10186 [31:17<2:15:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1907/10186 [31:17<2:15:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1908/10186 [31:19<2:15:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1908/10186 [31:19<2:15:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1909/10186 [31:20<2:15:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1909/10186 [31:20<2:15:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1910/10186 [31:20<2:15:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1910/10186 [31:20<2:15:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1911/10186 [31:21<2:15:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1911/10186 [31:21<2:15:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1912/10186 [31:23<2:15:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1912/10186 [31:23<2:15:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1913/10186 [31:24<2:15:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1913/10186 [31:24<2:15:47,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1914/10186 [31:24<2:15:45,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1914/10186 [31:24<2:15:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1915/10186 [31:25<2:15:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1915/10186 [31:25<2:15:42,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1916/10186 [31:27<2:15:46,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1916/10186 [31:27<2:15:46,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1917/10186 [31:27<2:15:43,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1917/10186 [31:27<2:15:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1918/10186 [31:28<2:15:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1918/10186 [31:28<2:15:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1919/10186 [31:29<2:15:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1919/10186 [31:29<2:15:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1920/10186 [31:31<2:15:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  19%|▏| 1920/10186 [31:31<2:15:42,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1921/10186 [31:31<2:15:39,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1921/10186 [31:31<2:15:39,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1922/10186 [31:32<2:15:36,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1922/10186 [31:32<2:15:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1923/10186 [31:32<2:15:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1923/10186 [31:32<2:15:34,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1924/10186 [31:35<2:15:38,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1924/10186 [31:35<2:15:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1925/10186 [31:35<2:15:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1925/10186 [31:35<2:15:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1926/10186 [31:36<2:15:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1926/10186 [31:36<2:15:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1927/10186 [31:36<2:15:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1927/10186 [31:36<2:15:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1928/10186 [31:39<2:15:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1928/10186 [31:39<2:15:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1929/10186 [31:39<2:15:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1929/10186 [31:39<2:15:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1930/10186 [31:40<2:15:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1930/10186 [31:40<2:15:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1931/10186 [31:40<2:15:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1931/10186 [31:40<2:15:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1932/10186 [31:43<2:15:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1932/10186 [31:43<2:15:30,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1933/10186 [31:43<2:15:27,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1933/10186 [31:43<2:15:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1934/10186 [31:44<2:15:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1934/10186 [31:44<2:15:24,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1935/10186 [31:44<2:15:21,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1935/10186 [31:44<2:15:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1936/10186 [31:46<2:15:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1936/10186 [31:46<2:15:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1937/10186 [31:47<2:15:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1937/10186 [31:47<2:15:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1938/10186 [31:47<2:15:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1938/10186 [31:47<2:15:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1939/10186 [31:48<2:15:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1939/10186 [31:48<2:15:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1940/10186 [31:50<2:15:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1940/10186 [31:50<2:15:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1941/10186 [31:51<2:15:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1941/10186 [31:51<2:15:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1942/10186 [31:51<2:15:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1942/10186 [31:51<2:15:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1943/10186 [31:52<2:15:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1943/10186 [31:52<2:15:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1944/10186 [31:54<2:15:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1944/10186 [31:54<2:15:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1945/10186 [31:55<2:15:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1945/10186 [31:55<2:15:14,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1946/10186 [31:55<2:15:12,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1946/10186 [31:55<2:15:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1947/10186 [31:56<2:15:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  19%|▏| 1947/10186 [31:56<2:15:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1948/10186 [31:58<2:15:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1948/10186 [31:58<2:15:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1949/10186 [31:59<2:15:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1949/10186 [31:59<2:15:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1950/10186 [31:59<2:15:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1950/10186 [31:59<2:15:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1951/10186 [32:00<2:15:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1951/10186 [32:00<2:15:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1952/10186 [32:02<2:15:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1952/10186 [32:02<2:15:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1953/10186 [32:03<2:15:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1953/10186 [32:03<2:15:06,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1954/10186 [32:03<2:15:03,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1954/10186 [32:03<2:15:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1955/10186 [32:04<2:15:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1955/10186 [32:04<2:15:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1956/10186 [32:06<2:15:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1956/10186 [32:06<2:15:05,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1957/10186 [32:06<2:15:02,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1957/10186 [32:06<2:15:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1958/10186 [32:07<2:14:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1958/10186 [32:07<2:14:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1959/10186 [32:08<2:14:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1959/10186 [32:08<2:14:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1960/10186 [32:10<2:15:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1960/10186 [32:10<2:15:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1961/10186 [32:10<2:14:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1961/10186 [32:10<2:14:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1962/10186 [32:11<2:14:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1962/10186 [32:11<2:14:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1963/10186 [32:11<2:14:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1963/10186 [32:11<2:14:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1964/10186 [32:14<2:14:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1964/10186 [32:14<2:14:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1965/10186 [32:14<2:14:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1965/10186 [32:14<2:14:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1966/10186 [32:15<2:14:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1966/10186 [32:15<2:14:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1967/10186 [32:15<2:14:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1967/10186 [32:15<2:14:48,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1968/10186 [32:18<2:14:52,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1968/10186 [32:18<2:14:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1969/10186 [32:18<2:14:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1969/10186 [32:18<2:14:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1970/10186 [32:19<2:14:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1970/10186 [32:19<2:14:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1971/10186 [32:19<2:14:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1971/10186 [32:19<2:14:44,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1972/10186 [32:21<2:14:48,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1972/10186 [32:21<2:14:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1973/10186 [32:22<2:14:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1973/10186 [32:22<2:14:45,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1974/10186 [32:23<2:14:43,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1974/10186 [32:23<2:14:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1975/10186 [32:23<2:14:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1975/10186 [32:23<2:14:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1976/10186 [32:25<2:14:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1976/10186 [32:25<2:14:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1977/10186 [32:26<2:14:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1977/10186 [32:26<2:14:41,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1978/10186 [32:26<2:14:39,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1978/10186 [32:26<2:14:39,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1979/10186 [32:27<2:14:36,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1979/10186 [32:27<2:14:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1980/10186 [32:29<2:14:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1980/10186 [32:29<2:14:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1981/10186 [32:30<2:14:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1981/10186 [32:30<2:14:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1982/10186 [32:30<2:14:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1982/10186 [32:30<2:14:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1983/10186 [32:31<2:14:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1983/10186 [32:31<2:14:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1984/10186 [32:33<2:14:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  19%|▏| 1984/10186 [32:33<2:14:36,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1985/10186 [32:34<2:14:33,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1985/10186 [32:34<2:14:33,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  19%|▏| 1986/10186 [32:34<2:14:30,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  19%|▏| 1986/10186 [32:34<2:14:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1987/10186 [32:35<2:14:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 1987/10186 [32:35<2:14:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1988/10186 [32:37<2:14:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 1988/10186 [32:37<2:14:32,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1989/10186 [32:38<2:14:29,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 1989/10186 [32:38<2:14:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1990/10186 [32:38<2:14:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 1990/10186 [32:38<2:14:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1991/10186 [32:39<2:14:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 1991/10186 [32:39<2:14:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1992/10186 [32:41<2:14:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 1992/10186 [32:41<2:14:28,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1993/10186 [32:41<2:14:25,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 1993/10186 [32:41<2:14:25,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1994/10186 [32:42<2:14:22,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 1994/10186 [32:42<2:14:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1995/10186 [32:43<2:14:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 1995/10186 [32:43<2:14:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1996/10186 [32:45<2:14:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 1996/10186 [32:45<2:14:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1997/10186 [32:45<2:14:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 1997/10186 [32:45<2:14:21,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1998/10186 [32:46<2:14:18,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 1998/10186 [32:46<2:14:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 1999/10186 [32:46<2:14:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 1999/10186 [32:46<2:14:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2000/10186 [32:49<2:14:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2000/10186 [32:49<2:14:19,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2001/10186 [32:56<2:14:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2001/10186 [32:56<2:14:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2002/10186 [32:57<2:14:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2002/10186 [32:57<2:14:44,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2003/10186 [32:58<2:14:41,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2003/10186 [32:58<2:14:41,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2004/10186 [33:00<2:14:45,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2004/10186 [33:00<2:14:45,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2005/10186 [33:00<2:14:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2005/10186 [33:00<2:14:42,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2006/10186 [33:01<2:14:39,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2006/10186 [33:01<2:14:39,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2007/10186 [33:02<2:14:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2007/10186 [33:02<2:14:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2008/10186 [33:04<2:14:41,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2008/10186 [33:04<2:14:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2009/10186 [33:04<2:14:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2009/10186 [33:04<2:14:38,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2010/10186 [33:05<2:14:35,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2010/10186 [33:05<2:14:35,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2011/10186 [33:05<2:14:33,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2011/10186 [33:05<2:14:33,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2012/10186 [33:08<2:14:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2012/10186 [33:08<2:14:37,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2013/10186 [33:08<2:14:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2013/10186 [33:08<2:14:34,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2014/10186 [33:09<2:14:31,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2014/10186 [33:09<2:14:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2015/10186 [33:09<2:14:28,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2015/10186 [33:09<2:14:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2016/10186 [33:12<2:14:33,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2016/10186 [33:12<2:14:33,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2017/10186 [33:12<2:14:30,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2017/10186 [33:12<2:14:30,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2018/10186 [33:13<2:14:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2018/10186 [33:13<2:14:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2019/10186 [33:13<2:14:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2019/10186 [33:13<2:14:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2020/10186 [33:15<2:14:28,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2020/10186 [33:15<2:14:28,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2021/10186 [33:16<2:14:26,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2021/10186 [33:16<2:14:26,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2022/10186 [33:17<2:14:23,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2022/10186 [33:17<2:14:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2023/10186 [33:17<2:14:20,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2023/10186 [33:17<2:14:20,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2024/10186 [33:19<2:14:24,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2024/10186 [33:19<2:14:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2025/10186 [33:20<2:14:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2025/10186 [33:20<2:14:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2026/10186 [33:20<2:14:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2026/10186 [33:20<2:14:19,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2027/10186 [33:21<2:14:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2027/10186 [33:21<2:14:16,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2028/10186 [33:23<2:14:20,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2028/10186 [33:23<2:14:20,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2029/10186 [33:24<2:14:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2029/10186 [33:24<2:14:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2030/10186 [33:24<2:14:14,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2030/10186 [33:24<2:14:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2031/10186 [33:25<2:14:12,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2031/10186 [33:25<2:14:12,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2032/10186 [33:27<2:14:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2032/10186 [33:27<2:14:16,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2033/10186 [33:28<2:14:13,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2034/10186 [33:28<2:14:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2034/10186 [33:28<2:14:10,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2035/10186 [33:29<2:14:08,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2035/10186 [33:29<2:14:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2036/10186 [33:31<2:14:12,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2036/10186 [33:31<2:14:12,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2037/10186 [33:32<2:14:09,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2037/10186 [33:32<2:14:09,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2038/10186 [33:32<2:14:06,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  20%|▏| 2038/10186 [33:32<2:14:06,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2039/10186 [33:33<2:14:03,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2039/10186 [33:33<2:14:03,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2040/10186 [33:35<2:14:07,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2040/10186 [33:35<2:14:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2041/10186 [33:35<2:14:05,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2041/10186 [33:35<2:14:05,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2042/10186 [33:36<2:14:02,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2042/10186 [33:36<2:14:02,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2043/10186 [33:37<2:13:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2044/10186 [33:39<2:14:03,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2045/10186 [33:39<2:14:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2046/10186 [33:40<2:13:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2046/10186 [33:40<2:13:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2047/10186 [33:40<2:13:55,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2048/10186 [33:43<2:13:59,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2049/10186 [33:43<2:13:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2050/10186 [33:44<2:13:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2050/10186 [33:44<2:13:53,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2051/10186 [33:44<2:13:51,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2051/10186 [33:44<2:13:51,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2052/10186 [33:47<2:13:55,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2052/10186 [33:47<2:13:55,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2053/10186 [33:47<2:13:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2054/10186 [33:48<2:13:49,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2054/10186 [33:48<2:13:49,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2055/10186 [33:48<2:13:47,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2055/10186 [33:48<2:13:47,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2056/10186 [33:50<2:13:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2056/10186 [33:50<2:13:50,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2057/10186 [33:51<2:13:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2057/10186 [33:51<2:13:48,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2058/10186 [33:52<2:13:45,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2058/10186 [33:52<2:13:45,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2059/10186 [33:52<2:13:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2059/10186 [33:52<2:13:42,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2060/10186 [33:54<2:13:46,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2060/10186 [33:54<2:13:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2061/10186 [33:55<2:13:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2061/10186 [33:55<2:13:44,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2062/10186 [33:55<2:13:41,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2062/10186 [33:55<2:13:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2063/10186 [33:56<2:13:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2063/10186 [33:56<2:13:38,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2064/10186 [33:58<2:13:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2064/10186 [33:58<2:13:42,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2065/10186 [33:59<2:13:39,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2065/10186 [33:59<2:13:39,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2066/10186 [33:59<2:13:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2066/10186 [33:59<2:13:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2067/10186 [34:00<2:13:34,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2067/10186 [34:00<2:13:34,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2068/10186 [34:02<2:13:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2069/10186 [34:03<2:13:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2070/10186 [34:03<2:13:32,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2071/10186 [34:04<2:13:30,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2072/10186 [34:06<2:13:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2073/10186 [34:07<2:13:31,  1.01it/s, v_num=0gjq, train/loss=5.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2074/10186 [34:07<2:13:28,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2074/10186 [34:07<2:13:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2075/10186 [34:08<2:13:26,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2075/10186 [34:08<2:13:26,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2076/10186 [34:10<2:13:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2076/10186 [34:10<2:13:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2077/10186 [34:10<2:13:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2077/10186 [34:10<2:13:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2078/10186 [34:11<2:13:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2078/10186 [34:11<2:13:24,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2079/10186 [34:12<2:13:21,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  20%|▏| 2079/10186 [34:12<2:13:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2080/10186 [34:14<2:13:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2080/10186 [34:14<2:13:25,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2081/10186 [34:14<2:13:23,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2081/10186 [34:14<2:13:23,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2082/10186 [34:15<2:13:20,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2082/10186 [34:15<2:13:20,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2083/10186 [34:15<2:13:17,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2083/10186 [34:15<2:13:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2084/10186 [34:18<2:13:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2084/10186 [34:18<2:13:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2085/10186 [34:18<2:13:18,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2085/10186 [34:18<2:13:18,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2086/10186 [34:19<2:13:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  20%|▏| 2086/10186 [34:19<2:13:16,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2087/10186 [34:19<2:13:13,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2087/10186 [34:19<2:13:13,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 2088/10186 [34:22<2:13:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  20%|▏| 2088/10186 [34:22<2:13:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2089/10186 [34:22<2:13:14,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2089/10186 [34:22<2:13:14,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2090/10186 [34:23<2:13:11,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2090/10186 [34:23<2:13:11,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2091/10186 [34:23<2:13:09,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2091/10186 [34:23<2:13:09,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2092/10186 [34:25<2:13:13,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2092/10186 [34:25<2:13:13,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2093/10186 [34:26<2:13:10,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2093/10186 [34:26<2:13:10,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2094/10186 [34:27<2:13:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2094/10186 [34:27<2:13:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2095/10186 [34:27<2:13:05,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2095/10186 [34:27<2:13:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2096/10186 [34:29<2:13:08,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2096/10186 [34:29<2:13:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2097/10186 [34:30<2:13:06,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2097/10186 [34:30<2:13:06,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2098/10186 [34:30<2:13:03,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2098/10186 [34:30<2:13:03,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2099/10186 [34:31<2:13:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2099/10186 [34:31<2:13:00,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2100/10186 [34:33<2:13:04,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2100/10186 [34:33<2:13:04,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2101/10186 [34:34<2:13:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2101/10186 [34:34<2:13:01,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2102/10186 [34:34<2:12:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2102/10186 [34:34<2:12:59,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2103/10186 [34:35<2:12:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2103/10186 [34:35<2:12:56,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2104/10186 [34:37<2:13:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2104/10186 [34:37<2:13:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2105/10186 [34:38<2:12:57,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2105/10186 [34:38<2:12:57,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2106/10186 [34:38<2:12:55,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2106/10186 [34:38<2:12:55,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2107/10186 [34:39<2:12:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2107/10186 [34:39<2:12:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2108/10186 [34:41<2:12:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2108/10186 [34:41<2:12:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2109/10186 [34:41<2:12:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2109/10186 [34:41<2:12:53,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2110/10186 [34:42<2:12:50,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2110/10186 [34:42<2:12:50,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2111/10186 [34:43<2:12:48,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2111/10186 [34:43<2:12:48,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2112/10186 [34:45<2:12:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2112/10186 [34:45<2:12:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2113/10186 [34:45<2:12:49,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2113/10186 [34:45<2:12:49,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2114/10186 [34:46<2:12:46,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2114/10186 [34:46<2:12:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2115/10186 [34:46<2:12:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2115/10186 [34:46<2:12:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2116/10186 [34:49<2:12:47,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2116/10186 [34:49<2:12:47,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2117/10186 [34:49<2:12:45,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2117/10186 [34:49<2:12:45,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2118/10186 [34:50<2:12:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2118/10186 [34:50<2:12:42,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2119/10186 [34:50<2:12:39,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2119/10186 [34:50<2:12:39,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2120/10186 [34:53<2:12:43,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2120/10186 [34:53<2:12:43,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2121/10186 [34:53<2:12:41,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2121/10186 [34:53<2:12:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2122/10186 [34:54<2:12:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2122/10186 [34:54<2:12:38,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2123/10186 [34:54<2:12:35,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2123/10186 [34:54<2:12:35,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2124/10186 [34:56<2:12:39,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2124/10186 [34:56<2:12:39,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2125/10186 [34:57<2:12:36,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2125/10186 [34:57<2:12:36,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2126/10186 [34:58<2:12:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2126/10186 [34:58<2:12:34,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2127/10186 [34:58<2:12:31,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2127/10186 [34:58<2:12:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2128/10186 [35:00<2:12:35,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2128/10186 [35:00<2:12:35,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2129/10186 [35:01<2:12:32,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2129/10186 [35:01<2:12:32,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2130/10186 [35:01<2:12:30,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2130/10186 [35:01<2:12:30,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2131/10186 [35:02<2:12:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2131/10186 [35:02<2:12:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2132/10186 [35:04<2:12:31,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2132/10186 [35:04<2:12:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2133/10186 [35:05<2:12:28,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2133/10186 [35:05<2:12:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2134/10186 [35:05<2:12:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2134/10186 [35:05<2:12:25,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2135/10186 [35:06<2:12:23,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2135/10186 [35:06<2:12:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2136/10186 [35:08<2:12:26,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2136/10186 [35:08<2:12:26,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2137/10186 [35:09<2:12:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2137/10186 [35:09<2:12:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2138/10186 [35:09<2:12:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2138/10186 [35:09<2:12:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2139/10186 [35:10<2:12:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2139/10186 [35:10<2:12:19,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2140/10186 [35:12<2:12:22,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2140/10186 [35:12<2:12:22,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2141/10186 [35:13<2:12:20,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2141/10186 [35:13<2:12:20,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2142/10186 [35:13<2:12:17,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  21%|▏| 2142/10186 [35:13<2:12:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2143/10186 [35:14<2:12:14,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2143/10186 [35:14<2:12:14,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2144/10186 [35:16<2:12:18,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  21%|▏| 2144/10186 [35:16<2:12:18,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2145/10186 [35:16<2:12:15,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2145/10186 [35:16<2:12:15,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2146/10186 [35:17<2:12:13,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2146/10186 [35:17<2:12:13,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2147/10186 [35:18<2:12:10,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2147/10186 [35:18<2:12:10,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2148/10186 [35:20<2:12:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2148/10186 [35:20<2:12:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2149/10186 [35:20<2:12:11,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2149/10186 [35:20<2:12:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2150/10186 [35:21<2:12:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2150/10186 [35:21<2:12:09,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2151/10186 [35:21<2:12:06,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2151/10186 [35:21<2:12:06,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2152/10186 [35:24<2:12:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2152/10186 [35:24<2:12:10,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2153/10186 [35:24<2:12:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2153/10186 [35:24<2:12:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2154/10186 [35:25<2:12:04,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2154/10186 [35:25<2:12:04,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2155/10186 [35:25<2:12:02,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2155/10186 [35:25<2:12:02,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2156/10186 [35:28<2:12:05,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2156/10186 [35:28<2:12:06,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2157/10186 [35:28<2:12:03,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2157/10186 [35:28<2:12:03,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2158/10186 [35:29<2:12:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2158/10186 [35:29<2:12:00,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2159/10186 [35:29<2:11:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2159/10186 [35:29<2:11:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2160/10186 [35:31<2:12:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2160/10186 [35:31<2:12:01,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2161/10186 [35:32<2:11:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2161/10186 [35:32<2:11:59,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2162/10186 [35:33<2:11:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2162/10186 [35:33<2:11:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2163/10186 [35:33<2:11:54,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2163/10186 [35:33<2:11:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2164/10186 [35:35<2:11:57,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2164/10186 [35:35<2:11:57,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2165/10186 [35:36<2:11:55,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  21%|▏| 2165/10186 [35:36<2:11:55,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2166/10186 [35:36<2:11:52,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2166/10186 [35:36<2:11:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2167/10186 [35:37<2:11:49,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2167/10186 [35:37<2:11:49,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2168/10186 [35:39<2:11:53,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2168/10186 [35:39<2:11:53,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2169/10186 [35:40<2:11:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2169/10186 [35:40<2:11:50,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2170/10186 [35:40<2:11:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2170/10186 [35:40<2:11:48,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2171/10186 [35:41<2:11:45,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2171/10186 [35:41<2:11:45,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2172/10186 [35:43<2:11:49,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2172/10186 [35:43<2:11:49,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2173/10186 [35:44<2:11:46,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2173/10186 [35:44<2:11:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2174/10186 [35:44<2:11:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2174/10186 [35:44<2:11:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2175/10186 [35:45<2:11:41,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2175/10186 [35:45<2:11:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2176/10186 [35:47<2:11:45,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2176/10186 [35:47<2:11:45,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2177/10186 [35:48<2:11:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2177/10186 [35:48<2:11:42,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2178/10186 [35:48<2:11:39,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2178/10186 [35:48<2:11:39,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2179/10186 [35:49<2:11:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2179/10186 [35:49<2:11:37,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2180/10186 [35:51<2:11:40,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2180/10186 [35:51<2:11:40,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2181/10186 [35:51<2:11:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2181/10186 [35:51<2:11:38,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2182/10186 [35:52<2:11:35,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2182/10186 [35:52<2:11:35,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2183/10186 [35:53<2:11:33,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2183/10186 [35:53<2:11:33,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2184/10186 [35:55<2:11:36,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2184/10186 [35:55<2:11:36,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2185/10186 [35:55<2:11:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2185/10186 [35:55<2:11:34,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2186/10186 [35:56<2:11:31,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2186/10186 [35:56<2:11:31,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2187/10186 [35:56<2:11:28,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  21%|▏| 2187/10186 [35:56<2:11:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2188/10186 [35:59<2:11:32,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2188/10186 [35:59<2:11:32,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 2189/10186 [35:59<2:11:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  21%|▏| 2189/10186 [35:59<2:11:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2190/10186 [36:00<2:11:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2190/10186 [36:00<2:11:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2191/10186 [36:00<2:11:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2191/10186 [36:00<2:11:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2192/10186 [36:03<2:11:28,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2192/10186 [36:03<2:11:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2193/10186 [36:03<2:11:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2193/10186 [36:03<2:11:25,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2194/10186 [36:04<2:11:23,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2194/10186 [36:04<2:11:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2195/10186 [36:04<2:11:20,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2195/10186 [36:04<2:11:20,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2196/10186 [36:06<2:11:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2196/10186 [36:06<2:11:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2197/10186 [36:07<2:11:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2197/10186 [36:07<2:11:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2198/10186 [36:08<2:11:18,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2198/10186 [36:08<2:11:18,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2199/10186 [36:08<2:11:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2199/10186 [36:08<2:11:16,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2200/10186 [36:10<2:11:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2200/10186 [36:10<2:11:19,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2201/10186 [36:11<2:11:17,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2201/10186 [36:11<2:11:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2202/10186 [36:11<2:11:14,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2202/10186 [36:11<2:11:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2203/10186 [36:12<2:11:12,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2203/10186 [36:12<2:11:12,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2204/10186 [36:14<2:11:15,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2204/10186 [36:14<2:11:15,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2205/10186 [36:15<2:11:13,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2205/10186 [36:15<2:11:13,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2206/10186 [36:15<2:11:10,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  22%|▏| 2206/10186 [36:15<2:11:10,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2207/10186 [36:16<2:11:08,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2207/10186 [36:16<2:11:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2208/10186 [36:18<2:11:11,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2208/10186 [36:18<2:11:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2209/10186 [36:19<2:11:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2209/10186 [36:19<2:11:09,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2210/10186 [36:19<2:11:06,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2210/10186 [36:19<2:11:06,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2211/10186 [36:20<2:11:03,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2211/10186 [36:20<2:11:03,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2212/10186 [36:22<2:11:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2212/10186 [36:22<2:11:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2213/10186 [36:22<2:11:04,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2213/10186 [36:22<2:11:04,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2214/10186 [36:23<2:11:02,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  22%|▏| 2214/10186 [36:23<2:11:02,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2215/10186 [36:24<2:10:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2215/10186 [36:24<2:10:59,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2216/10186 [36:26<2:11:03,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2216/10186 [36:26<2:11:03,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2217/10186 [36:26<2:11:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2217/10186 [36:26<2:11:00,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2218/10186 [36:27<2:10:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2218/10186 [36:27<2:10:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2219/10186 [36:27<2:10:55,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2219/10186 [36:27<2:10:55,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2220/10186 [36:30<2:10:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2220/10186 [36:30<2:10:59,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2221/10186 [36:30<2:10:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2221/10186 [36:30<2:10:56,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2222/10186 [36:31<2:10:54,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  22%|▏| 2222/10186 [36:31<2:10:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2223/10186 [36:31<2:10:51,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2223/10186 [36:31<2:10:51,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2224/10186 [36:34<2:10:54,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2224/10186 [36:34<2:10:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  22%|▏| 2225/10186 [36:34<2:10:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2225/10186 [36:34<2:10:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2226/10186 [36:35<2:10:49,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2226/10186 [36:35<2:10:49,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  22%|▏| 2227/10186 [36:35<2:10:47,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2227/10186 [36:35<2:10:47,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2228/10186 [36:37<2:10:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2228/10186 [36:37<2:10:50,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2229/10186 [36:38<2:10:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2229/10186 [36:38<2:10:48,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  22%|▏| 2230/10186 [36:39<2:10:45,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2230/10186 [36:39<2:10:45,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  22%|▏| 2231/10186 [36:39<2:10:43,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2231/10186 [36:39<2:10:43,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  22%|▏| 2232/10186 [36:41<2:10:46,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2232/10186 [36:41<2:10:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  22%|▏| 2233/10186 [36:42<2:10:43,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2233/10186 [36:42<2:10:43,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  22%|▏| 2234/10186 [36:42<2:10:41,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2234/10186 [36:42<2:10:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2235/10186 [36:43<2:10:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2235/10186 [36:43<2:10:38,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2236/10186 [36:45<2:10:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2236/10186 [36:45<2:10:42,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2237/10186 [36:46<2:10:39,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2237/10186 [36:46<2:10:39,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2238/10186 [36:46<2:10:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2238/10186 [36:46<2:10:37,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2239/10186 [36:47<2:10:34,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  22%|▏| 2239/10186 [36:47<2:10:34,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2240/10186 [36:49<2:10:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2240/10186 [36:49<2:10:38,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2241/10186 [36:50<2:10:35,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2241/10186 [36:50<2:10:35,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2242/10186 [36:50<2:10:33,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  22%|▏| 2242/10186 [36:50<2:10:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2243/10186 [36:51<2:10:30,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  22%|▏| 2243/10186 [36:51<2:10:30,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2244/10186 [36:53<2:10:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2244/10186 [36:53<2:10:34,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2245/10186 [36:54<2:10:31,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2245/10186 [36:54<2:10:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2246/10186 [36:54<2:10:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2246/10186 [36:54<2:10:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2247/10186 [36:55<2:10:26,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2247/10186 [36:55<2:10:26,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2248/10186 [36:57<2:10:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2248/10186 [36:57<2:10:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2249/10186 [36:57<2:10:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2249/10186 [36:57<2:10:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2250/10186 [36:58<2:10:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2250/10186 [36:58<2:10:24,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2251/10186 [36:59<2:10:22,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  22%|▏| 2251/10186 [36:59<2:10:22,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2252/10186 [37:01<2:10:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2252/10186 [37:01<2:10:25,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2253/10186 [37:01<2:10:23,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  22%|▏| 2253/10186 [37:01<2:10:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2254/10186 [37:02<2:10:20,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2254/10186 [37:02<2:10:20,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2255/10186 [37:02<2:10:18,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2255/10186 [37:02<2:10:18,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2256/10186 [37:05<2:10:21,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  22%|▏| 2256/10186 [37:05<2:10:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2257/10186 [37:05<2:10:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2257/10186 [37:05<2:10:19,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2258/10186 [37:06<2:10:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2258/10186 [37:06<2:10:16,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2259/10186 [37:06<2:10:14,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2259/10186 [37:06<2:10:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2260/10186 [37:09<2:10:17,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2260/10186 [37:09<2:10:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2261/10186 [37:09<2:10:14,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2261/10186 [37:09<2:10:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2262/10186 [37:10<2:10:12,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2262/10186 [37:10<2:10:12,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2263/10186 [37:10<2:10:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2263/10186 [37:10<2:10:09,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2264/10186 [37:12<2:10:13,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2264/10186 [37:12<2:10:13,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2265/10186 [37:13<2:10:10,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2265/10186 [37:13<2:10:10,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2266/10186 [37:14<2:10:08,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2266/10186 [37:14<2:10:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2267/10186 [37:14<2:10:05,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2267/10186 [37:14<2:10:05,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2268/10186 [37:16<2:10:09,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  22%|▏| 2268/10186 [37:16<2:10:09,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2269/10186 [37:17<2:10:06,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  22%|▏| 2269/10186 [37:17<2:10:06,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2270/10186 [37:17<2:10:04,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2270/10186 [37:17<2:10:04,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2271/10186 [37:18<2:10:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2271/10186 [37:18<2:10:01,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2272/10186 [37:20<2:10:05,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2272/10186 [37:20<2:10:05,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2273/10186 [37:21<2:10:02,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  22%|▏| 2273/10186 [37:21<2:10:02,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2274/10186 [37:21<2:10:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2274/10186 [37:21<2:10:00,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  22%|▏| 2275/10186 [37:22<2:09:57,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  22%|▏| 2275/10186 [37:22<2:09:57,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2276/10186 [37:24<2:10:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2276/10186 [37:24<2:10:00,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2277/10186 [37:25<2:09:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2277/10186 [37:25<2:09:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2278/10186 [37:25<2:09:55,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2278/10186 [37:25<2:09:55,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2279/10186 [37:26<2:09:53,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  22%|▏| 2279/10186 [37:26<2:09:53,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2280/10186 [37:28<2:09:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2280/10186 [37:28<2:09:56,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2281/10186 [37:29<2:09:54,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2281/10186 [37:29<2:09:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2282/10186 [37:29<2:09:51,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2282/10186 [37:29<2:09:51,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2283/10186 [37:30<2:09:49,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2283/10186 [37:30<2:09:49,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2284/10186 [37:32<2:09:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2284/10186 [37:32<2:09:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2285/10186 [37:32<2:09:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2285/10186 [37:32<2:09:50,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2286/10186 [37:33<2:09:47,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2286/10186 [37:33<2:09:47,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2287/10186 [37:34<2:09:45,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2287/10186 [37:34<2:09:45,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2288/10186 [37:36<2:09:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2288/10186 [37:36<2:09:48,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2289/10186 [37:36<2:09:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  22%|▏| 2289/10186 [37:36<2:09:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2290/10186 [37:37<2:09:43,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2290/10186 [37:37<2:09:43,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 2291/10186 [37:37<2:09:41,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  22%|▏| 2291/10186 [37:37<2:09:41,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2292/10186 [37:40<2:09:44,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  23%|▏| 2292/10186 [37:40<2:09:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2293/10186 [37:40<2:09:41,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2293/10186 [37:40<2:09:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2294/10186 [37:41<2:09:39,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2294/10186 [37:41<2:09:39,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2295/10186 [37:41<2:09:36,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2295/10186 [37:41<2:09:36,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2296/10186 [37:44<2:09:40,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2296/10186 [37:44<2:09:40,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2297/10186 [37:44<2:09:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2297/10186 [37:44<2:09:37,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2298/10186 [37:45<2:09:35,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2298/10186 [37:45<2:09:35,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2299/10186 [37:45<2:09:32,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2299/10186 [37:45<2:09:32,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2300/10186 [37:47<2:09:36,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2300/10186 [37:47<2:09:36,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2301/10186 [37:48<2:09:33,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2301/10186 [37:48<2:09:33,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2302/10186 [37:49<2:09:31,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2302/10186 [37:49<2:09:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2303/10186 [37:49<2:09:28,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2303/10186 [37:49<2:09:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2304/10186 [37:51<2:09:32,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2304/10186 [37:51<2:09:32,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2305/10186 [37:52<2:09:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2305/10186 [37:52<2:09:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2306/10186 [37:52<2:09:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2306/10186 [37:52<2:09:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2307/10186 [37:53<2:09:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2307/10186 [37:53<2:09:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2308/10186 [37:55<2:09:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2308/10186 [37:55<2:09:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2309/10186 [37:56<2:09:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2309/10186 [37:56<2:09:25,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2310/10186 [37:56<2:09:23,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2310/10186 [37:56<2:09:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2311/10186 [37:57<2:09:20,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2311/10186 [37:57<2:09:20,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2312/10186 [37:59<2:09:23,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2312/10186 [37:59<2:09:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2313/10186 [38:00<2:09:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2313/10186 [38:00<2:09:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2314/10186 [38:00<2:09:18,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2314/10186 [38:00<2:09:18,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2315/10186 [38:01<2:09:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2315/10186 [38:01<2:09:16,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2316/10186 [38:03<2:09:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2316/10186 [38:03<2:09:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2317/10186 [38:04<2:09:17,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  23%|▏| 2317/10186 [38:04<2:09:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2318/10186 [38:04<2:09:14,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2318/10186 [38:04<2:09:14,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2319/10186 [38:05<2:09:12,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2319/10186 [38:05<2:09:12,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2320/10186 [38:07<2:09:15,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2320/10186 [38:07<2:09:15,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2321/10186 [38:07<2:09:13,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2321/10186 [38:07<2:09:13,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2322/10186 [38:08<2:09:10,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2322/10186 [38:08<2:09:10,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2323/10186 [38:09<2:09:08,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  23%|▏| 2323/10186 [38:09<2:09:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2324/10186 [38:11<2:09:11,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2324/10186 [38:11<2:09:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2325/10186 [38:11<2:09:08,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2325/10186 [38:11<2:09:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2326/10186 [38:12<2:09:06,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2326/10186 [38:12<2:09:06,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2327/10186 [38:12<2:09:03,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2327/10186 [38:12<2:09:03,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2328/10186 [38:15<2:09:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2328/10186 [38:15<2:09:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2329/10186 [38:15<2:09:04,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2329/10186 [38:15<2:09:04,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2330/10186 [38:16<2:09:02,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2330/10186 [38:16<2:09:02,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2331/10186 [38:16<2:08:59,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2331/10186 [38:16<2:08:59,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2332/10186 [38:19<2:09:03,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2332/10186 [38:19<2:09:03,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2333/10186 [38:19<2:09:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2333/10186 [38:19<2:09:00,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2334/10186 [38:20<2:08:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2334/10186 [38:20<2:08:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2335/10186 [38:20<2:08:55,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2335/10186 [38:20<2:08:55,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2336/10186 [38:22<2:08:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2336/10186 [38:22<2:08:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2337/10186 [38:23<2:08:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2337/10186 [38:23<2:08:56,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2338/10186 [38:24<2:08:54,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2338/10186 [38:24<2:08:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2339/10186 [38:24<2:08:51,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2339/10186 [38:24<2:08:51,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2340/10186 [38:26<2:08:54,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  23%|▏| 2340/10186 [38:26<2:08:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2341/10186 [38:27<2:08:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2341/10186 [38:27<2:08:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2342/10186 [38:27<2:08:49,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2342/10186 [38:27<2:08:49,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2343/10186 [38:28<2:08:47,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2343/10186 [38:28<2:08:47,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2344/10186 [38:30<2:08:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2344/10186 [38:30<2:08:50,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2345/10186 [38:31<2:08:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2345/10186 [38:31<2:08:48,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2346/10186 [38:31<2:08:45,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2346/10186 [38:31<2:08:45,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2347/10186 [38:32<2:08:43,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  23%|▏| 2347/10186 [38:32<2:08:43,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2348/10186 [38:34<2:08:46,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2348/10186 [38:34<2:08:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2349/10186 [38:35<2:08:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2349/10186 [38:35<2:08:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2350/10186 [38:35<2:08:41,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2350/10186 [38:35<2:08:41,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2351/10186 [38:36<2:08:39,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2351/10186 [38:36<2:08:39,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2352/10186 [38:38<2:08:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2353/10186 [38:39<2:08:39,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2353/10186 [38:39<2:08:39,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2354/10186 [38:39<2:08:37,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2354/10186 [38:39<2:08:37,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2355/10186 [38:40<2:08:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  23%|▏| 2355/10186 [38:40<2:08:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2356/10186 [38:42<2:08:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2356/10186 [38:42<2:08:38,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2357/10186 [38:42<2:08:35,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2357/10186 [38:42<2:08:35,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2358/10186 [38:43<2:08:33,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2358/10186 [38:43<2:08:33,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2359/10186 [38:44<2:08:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2359/10186 [38:44<2:08:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2360/10186 [38:46<2:08:34,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2360/10186 [38:46<2:08:34,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2361/10186 [38:46<2:08:31,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2361/10186 [38:46<2:08:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2362/10186 [38:47<2:08:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2362/10186 [38:47<2:08:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2363/10186 [38:47<2:08:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2363/10186 [38:47<2:08:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2364/10186 [38:50<2:08:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2364/10186 [38:50<2:08:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2365/10186 [38:50<2:08:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2365/10186 [38:50<2:08:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2366/10186 [38:51<2:08:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2366/10186 [38:51<2:08:25,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2367/10186 [38:51<2:08:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2367/10186 [38:51<2:08:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2368/10186 [38:54<2:08:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2368/10186 [38:54<2:08:25,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2369/10186 [38:54<2:08:23,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2369/10186 [38:54<2:08:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2370/10186 [38:55<2:08:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2370/10186 [38:55<2:08:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2371/10186 [38:55<2:08:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2371/10186 [38:55<2:08:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2372/10186 [38:57<2:08:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2372/10186 [38:57<2:08:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2373/10186 [38:58<2:08:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2373/10186 [38:58<2:08:19,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2374/10186 [38:59<2:08:16,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2374/10186 [38:59<2:08:16,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2375/10186 [38:59<2:08:14,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  23%|▏| 2375/10186 [38:59<2:08:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2376/10186 [39:01<2:08:17,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2376/10186 [39:01<2:08:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2377/10186 [39:02<2:08:15,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2377/10186 [39:02<2:08:15,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2378/10186 [39:02<2:08:12,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  23%|▏| 2378/10186 [39:02<2:08:12,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2379/10186 [39:03<2:08:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2379/10186 [39:03<2:08:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2380/10186 [39:05<2:08:13,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2380/10186 [39:05<2:08:13,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2381/10186 [39:06<2:08:11,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2381/10186 [39:06<2:08:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2382/10186 [39:06<2:08:08,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2382/10186 [39:06<2:08:08,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2383/10186 [39:07<2:08:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2383/10186 [39:07<2:08:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2384/10186 [39:09<2:08:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2384/10186 [39:09<2:08:09,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2385/10186 [39:10<2:08:06,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2385/10186 [39:10<2:08:06,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2386/10186 [39:10<2:08:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2386/10186 [39:10<2:08:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2387/10186 [39:11<2:08:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2387/10186 [39:11<2:08:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2388/10186 [39:13<2:08:05,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2388/10186 [39:13<2:08:05,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2389/10186 [39:14<2:08:02,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2389/10186 [39:14<2:08:02,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2390/10186 [39:14<2:08:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2390/10186 [39:14<2:08:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2391/10186 [39:15<2:07:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2391/10186 [39:15<2:07:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2392/10186 [39:17<2:08:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2392/10186 [39:17<2:08:01,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 2393/10186 [39:17<2:07:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  23%|▏| 2393/10186 [39:17<2:07:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2394/10186 [39:18<2:07:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2394/10186 [39:18<2:07:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2395/10186 [39:19<2:07:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2395/10186 [39:19<2:07:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2396/10186 [39:21<2:07:57,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2396/10186 [39:21<2:07:57,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2397/10186 [39:21<2:07:54,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2397/10186 [39:21<2:07:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2398/10186 [39:22<2:07:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2398/10186 [39:22<2:07:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2399/10186 [39:22<2:07:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2399/10186 [39:22<2:07:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2400/10186 [39:25<2:07:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2400/10186 [39:25<2:07:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2401/10186 [39:25<2:07:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2401/10186 [39:25<2:07:50,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2402/10186 [39:26<2:07:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2402/10186 [39:26<2:07:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2403/10186 [39:26<2:07:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2403/10186 [39:26<2:07:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2404/10186 [39:29<2:07:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2404/10186 [39:29<2:07:48,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2405/10186 [39:29<2:07:46,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  24%|▏| 2405/10186 [39:29<2:07:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2406/10186 [39:30<2:07:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2406/10186 [39:30<2:07:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2407/10186 [39:30<2:07:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2407/10186 [39:30<2:07:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2408/10186 [39:32<2:07:44,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2408/10186 [39:32<2:07:44,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2409/10186 [39:33<2:07:42,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2409/10186 [39:33<2:07:42,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2410/10186 [39:34<2:07:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2410/10186 [39:34<2:07:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2411/10186 [39:34<2:07:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2411/10186 [39:34<2:07:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2412/10186 [39:36<2:07:40,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2412/10186 [39:36<2:07:40,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2413/10186 [39:37<2:07:38,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2413/10186 [39:37<2:07:38,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2414/10186 [39:37<2:07:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2414/10186 [39:37<2:07:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2415/10186 [39:38<2:07:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2415/10186 [39:38<2:07:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2416/10186 [39:40<2:07:36,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2416/10186 [39:40<2:07:36,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2417/10186 [39:41<2:07:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2417/10186 [39:41<2:07:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2418/10186 [39:41<2:07:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2418/10186 [39:41<2:07:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2419/10186 [39:42<2:07:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2419/10186 [39:42<2:07:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2420/10186 [39:44<2:07:32,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2420/10186 [39:44<2:07:32,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2421/10186 [39:45<2:07:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2421/10186 [39:45<2:07:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2422/10186 [39:45<2:07:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2422/10186 [39:45<2:07:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2423/10186 [39:46<2:07:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2423/10186 [39:46<2:07:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2424/10186 [39:48<2:07:28,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2424/10186 [39:48<2:07:28,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2425/10186 [39:49<2:07:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2425/10186 [39:49<2:07:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2426/10186 [39:49<2:07:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2426/10186 [39:49<2:07:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2427/10186 [39:50<2:07:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2427/10186 [39:50<2:07:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2428/10186 [39:52<2:07:24,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2428/10186 [39:52<2:07:24,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2429/10186 [39:52<2:07:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2429/10186 [39:52<2:07:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2430/10186 [39:53<2:07:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2430/10186 [39:53<2:07:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2431/10186 [39:53<2:07:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2431/10186 [39:53<2:07:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2432/10186 [39:56<2:07:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2432/10186 [39:56<2:07:19,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2433/10186 [39:56<2:07:17,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  24%|▏| 2433/10186 [39:56<2:07:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2434/10186 [39:57<2:07:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2434/10186 [39:57<2:07:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2435/10186 [39:57<2:07:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2435/10186 [39:57<2:07:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2436/10186 [40:00<2:07:15,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2436/10186 [40:00<2:07:15,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2437/10186 [40:00<2:07:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2437/10186 [40:00<2:07:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2438/10186 [40:01<2:07:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2438/10186 [40:01<2:07:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2439/10186 [40:01<2:07:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  24%|▏| 2439/10186 [40:01<2:07:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2440/10186 [40:04<2:07:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2440/10186 [40:04<2:07:11,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2441/10186 [40:04<2:07:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2441/10186 [40:04<2:07:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2442/10186 [40:05<2:07:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2442/10186 [40:05<2:07:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2443/10186 [40:05<2:07:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2443/10186 [40:05<2:07:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2444/10186 [40:07<2:07:07,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2444/10186 [40:07<2:07:07,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2445/10186 [40:08<2:07:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2445/10186 [40:08<2:07:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2446/10186 [40:08<2:07:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2446/10186 [40:08<2:07:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2447/10186 [40:09<2:07:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2447/10186 [40:09<2:07:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2448/10186 [40:11<2:07:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2448/10186 [40:11<2:07:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2449/10186 [40:12<2:07:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2449/10186 [40:12<2:07:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2450/10186 [40:12<2:06:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2450/10186 [40:12<2:06:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2451/10186 [40:13<2:06:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2451/10186 [40:13<2:06:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2452/10186 [40:15<2:06:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2452/10186 [40:15<2:06:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2453/10186 [40:16<2:06:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2453/10186 [40:16<2:06:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2454/10186 [40:16<2:06:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2454/10186 [40:16<2:06:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2455/10186 [40:17<2:06:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2455/10186 [40:17<2:06:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2456/10186 [40:19<2:06:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2456/10186 [40:19<2:06:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2457/10186 [40:20<2:06:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2457/10186 [40:20<2:06:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2458/10186 [40:20<2:06:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2458/10186 [40:20<2:06:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2459/10186 [40:21<2:06:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2459/10186 [40:21<2:06:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2460/10186 [40:23<2:06:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2460/10186 [40:23<2:06:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2461/10186 [40:23<2:06:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2461/10186 [40:23<2:06:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2462/10186 [40:24<2:06:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2462/10186 [40:24<2:06:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2463/10186 [40:25<2:06:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2463/10186 [40:25<2:06:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2464/10186 [40:27<2:06:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2464/10186 [40:27<2:06:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2465/10186 [40:27<2:06:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2465/10186 [40:27<2:06:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2466/10186 [40:28<2:06:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2466/10186 [40:28<2:06:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2467/10186 [40:28<2:06:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2467/10186 [40:28<2:06:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2468/10186 [40:31<2:06:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2468/10186 [40:31<2:06:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2469/10186 [40:31<2:06:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2469/10186 [40:31<2:06:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2470/10186 [40:32<2:06:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2470/10186 [40:32<2:06:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2471/10186 [40:32<2:06:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2471/10186 [40:32<2:06:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2472/10186 [40:35<2:06:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2472/10186 [40:35<2:06:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2473/10186 [40:35<2:06:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2473/10186 [40:35<2:06:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2474/10186 [40:36<2:06:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2474/10186 [40:36<2:06:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2475/10186 [40:36<2:06:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2475/10186 [40:36<2:06:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2476/10186 [40:38<2:06:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2476/10186 [40:38<2:06:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2477/10186 [40:39<2:06:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2477/10186 [40:39<2:06:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2478/10186 [40:40<2:06:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2478/10186 [40:40<2:06:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2479/10186 [40:40<2:06:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2479/10186 [40:40<2:06:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2480/10186 [40:42<2:06:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2480/10186 [40:42<2:06:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2481/10186 [40:43<2:06:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2481/10186 [40:43<2:06:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2482/10186 [40:43<2:06:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2482/10186 [40:43<2:06:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2483/10186 [40:44<2:06:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2483/10186 [40:44<2:06:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2484/10186 [40:46<2:06:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2484/10186 [40:46<2:06:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2485/10186 [40:47<2:06:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2485/10186 [40:47<2:06:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2486/10186 [40:47<2:06:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2486/10186 [40:47<2:06:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2487/10186 [40:48<2:06:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2487/10186 [40:48<2:06:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2488/10186 [40:50<2:06:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2488/10186 [40:50<2:06:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2489/10186 [40:51<2:06:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2489/10186 [40:51<2:06:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2490/10186 [40:51<2:06:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2490/10186 [40:51<2:06:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2491/10186 [40:52<2:06:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2491/10186 [40:52<2:06:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2492/10186 [40:54<2:06:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2492/10186 [40:54<2:06:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2493/10186 [40:55<2:06:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2493/10186 [40:55<2:06:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2494/10186 [40:55<2:06:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2494/10186 [40:55<2:06:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 2495/10186 [40:56<2:06:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  24%|▏| 2495/10186 [40:56<2:06:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2496/10186 [40:58<2:06:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2496/10186 [40:58<2:06:14,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2497/10186 [40:58<2:06:11,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  25%|▏| 2497/10186 [40:58<2:06:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2498/10186 [40:59<2:06:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2498/10186 [40:59<2:06:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2499/10186 [41:00<2:06:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2499/10186 [41:00<2:06:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2500/10186 [41:02<2:06:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2500/10186 [41:02<2:06:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2501/10186 [41:02<2:06:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2501/10186 [41:02<2:06:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2502/10186 [41:03<2:06:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2502/10186 [41:03<2:06:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2503/10186 [41:03<2:06:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2503/10186 [41:03<2:06:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2504/10186 [41:06<2:06:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2504/10186 [41:06<2:06:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2505/10186 [41:06<2:06:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2505/10186 [41:06<2:06:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2506/10186 [41:07<2:06:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2506/10186 [41:07<2:06:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2507/10186 [41:07<2:05:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2507/10186 [41:07<2:05:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2508/10186 [41:10<2:06:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2508/10186 [41:10<2:06:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2509/10186 [41:10<2:05:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2509/10186 [41:10<2:05:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2510/10186 [41:11<2:05:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2510/10186 [41:11<2:05:57,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2511/10186 [41:11<2:05:55,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  25%|▏| 2511/10186 [41:11<2:05:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2512/10186 [41:13<2:05:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2512/10186 [41:13<2:05:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2513/10186 [41:14<2:05:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2513/10186 [41:14<2:05:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2514/10186 [41:15<2:05:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2514/10186 [41:15<2:05:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2515/10186 [41:15<2:05:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2515/10186 [41:15<2:05:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2516/10186 [41:17<2:05:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2516/10186 [41:17<2:05:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2517/10186 [41:18<2:05:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2517/10186 [41:18<2:05:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2518/10186 [41:18<2:05:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2518/10186 [41:18<2:05:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2519/10186 [41:19<2:05:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2519/10186 [41:19<2:05:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2520/10186 [41:21<2:05:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2520/10186 [41:21<2:05:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2521/10186 [41:22<2:05:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  25%|▏| 2521/10186 [41:22<2:05:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2522/10186 [41:22<2:05:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2522/10186 [41:22<2:05:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2523/10186 [41:23<2:05:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2523/10186 [41:23<2:05:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2524/10186 [41:25<2:05:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2524/10186 [41:25<2:05:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2525/10186 [41:26<2:05:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2525/10186 [41:26<2:05:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2526/10186 [41:26<2:05:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2526/10186 [41:26<2:05:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2527/10186 [41:27<2:05:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2527/10186 [41:27<2:05:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2528/10186 [41:29<2:05:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2528/10186 [41:29<2:05:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2529/10186 [41:30<2:05:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2529/10186 [41:30<2:05:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2530/10186 [41:30<2:05:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2530/10186 [41:30<2:05:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2531/10186 [41:31<2:05:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2531/10186 [41:31<2:05:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2532/10186 [41:33<2:05:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2532/10186 [41:33<2:05:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2533/10186 [41:33<2:05:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2533/10186 [41:33<2:05:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2534/10186 [41:34<2:05:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2534/10186 [41:34<2:05:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2535/10186 [41:35<2:05:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2535/10186 [41:35<2:05:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2536/10186 [41:37<2:05:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2536/10186 [41:37<2:05:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2537/10186 [41:37<2:05:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2537/10186 [41:37<2:05:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2538/10186 [41:38<2:05:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2538/10186 [41:38<2:05:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2539/10186 [41:38<2:05:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2539/10186 [41:38<2:05:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2540/10186 [41:41<2:05:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2540/10186 [41:41<2:05:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2541/10186 [41:41<2:05:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2541/10186 [41:41<2:05:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2542/10186 [41:42<2:05:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2542/10186 [41:42<2:05:24,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2543/10186 [41:42<2:05:22,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  25%|▏| 2543/10186 [41:42<2:05:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2544/10186 [41:45<2:05:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2544/10186 [41:45<2:05:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2545/10186 [41:45<2:05:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2545/10186 [41:45<2:05:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 2546/10186 [41:46<2:05:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▏| 2546/10186 [41:46<2:05:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2547/10186 [41:46<2:05:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2547/10186 [41:46<2:05:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2548/10186 [41:49<2:05:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2548/10186 [41:49<2:05:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2549/10186 [41:49<2:05:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2549/10186 [41:49<2:05:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2550/10186 [41:50<2:05:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2550/10186 [41:50<2:05:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2551/10186 [41:50<2:05:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2551/10186 [41:50<2:05:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2552/10186 [41:52<2:05:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2552/10186 [41:52<2:05:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2553/10186 [41:53<2:05:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  25%|▎| 2553/10186 [41:53<2:05:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2554/10186 [41:53<2:05:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2554/10186 [41:53<2:05:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2555/10186 [41:54<2:05:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2555/10186 [41:54<2:05:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2556/10186 [41:56<2:05:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2556/10186 [41:56<2:05:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2557/10186 [41:57<2:05:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2557/10186 [41:57<2:05:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2558/10186 [41:57<2:05:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2558/10186 [41:57<2:05:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2559/10186 [41:58<2:05:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2559/10186 [41:58<2:05:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2560/10186 [42:00<2:05:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  25%|▎| 2560/10186 [42:00<2:05:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2561/10186 [42:01<2:05:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2561/10186 [42:01<2:05:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2562/10186 [42:01<2:05:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  25%|▎| 2562/10186 [42:01<2:05:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2563/10186 [42:02<2:05:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2563/10186 [42:02<2:05:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2564/10186 [42:04<2:05:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2564/10186 [42:04<2:05:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2565/10186 [42:05<2:05:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2565/10186 [42:05<2:05:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2566/10186 [42:05<2:05:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  25%|▎| 2566/10186 [42:05<2:05:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2567/10186 [42:06<2:04:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2567/10186 [42:06<2:04:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2568/10186 [42:08<2:05:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2568/10186 [42:08<2:05:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2569/10186 [42:08<2:04:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2569/10186 [42:08<2:04:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2570/10186 [42:09<2:04:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2570/10186 [42:09<2:04:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2571/10186 [42:10<2:04:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2571/10186 [42:10<2:04:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2572/10186 [42:12<2:04:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2572/10186 [42:12<2:04:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2573/10186 [42:12<2:04:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2573/10186 [42:12<2:04:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2574/10186 [42:13<2:04:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2574/10186 [42:13<2:04:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2575/10186 [42:13<2:04:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2575/10186 [42:13<2:04:49,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2576/10186 [42:16<2:04:52,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  25%|▎| 2576/10186 [42:16<2:04:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2577/10186 [42:16<2:04:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2577/10186 [42:16<2:04:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2578/10186 [42:17<2:04:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2578/10186 [42:17<2:04:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2579/10186 [42:17<2:04:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2579/10186 [42:17<2:04:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2580/10186 [42:20<2:04:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2580/10186 [42:20<2:04:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2581/10186 [42:20<2:04:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2581/10186 [42:20<2:04:46,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2582/10186 [42:21<2:04:43,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  25%|▎| 2582/10186 [42:21<2:04:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2583/10186 [42:21<2:04:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2583/10186 [42:21<2:04:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2584/10186 [42:24<2:04:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2584/10186 [42:24<2:04:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2585/10186 [42:24<2:04:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2585/10186 [42:24<2:04:42,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2586/10186 [42:25<2:04:39,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  25%|▎| 2586/10186 [42:25<2:04:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2587/10186 [42:25<2:04:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2587/10186 [42:25<2:04:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2588/10186 [42:27<2:04:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2588/10186 [42:27<2:04:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2589/10186 [42:28<2:04:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2589/10186 [42:28<2:04:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2590/10186 [42:28<2:04:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2590/10186 [42:28<2:04:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2591/10186 [42:29<2:04:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2591/10186 [42:29<2:04:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2592/10186 [42:31<2:04:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2592/10186 [42:31<2:04:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2593/10186 [42:32<2:04:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2593/10186 [42:32<2:04:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2594/10186 [42:32<2:04:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2594/10186 [42:32<2:04:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2595/10186 [42:33<2:04:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2595/10186 [42:33<2:04:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2596/10186 [42:35<2:04:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2596/10186 [42:35<2:04:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 2597/10186 [42:36<2:04:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  25%|▎| 2597/10186 [42:36<2:04:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2598/10186 [42:36<2:04:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2598/10186 [42:36<2:04:27,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2599/10186 [42:37<2:04:25,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  26%|▎| 2599/10186 [42:37<2:04:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2600/10186 [42:39<2:04:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2600/10186 [42:39<2:04:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2601/10186 [42:40<2:04:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2601/10186 [42:40<2:04:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2602/10186 [42:40<2:04:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2602/10186 [42:40<2:04:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2603/10186 [42:41<2:04:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2603/10186 [42:41<2:04:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2604/10186 [42:43<2:04:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2604/10186 [42:43<2:04:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2605/10186 [42:44<2:04:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2605/10186 [42:44<2:04:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2606/10186 [42:44<2:04:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  26%|▎| 2606/10186 [42:44<2:04:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2607/10186 [42:45<2:04:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2607/10186 [42:45<2:04:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2608/10186 [42:47<2:04:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2608/10186 [42:47<2:04:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2609/10186 [42:47<2:04:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2609/10186 [42:47<2:04:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2610/10186 [42:48<2:04:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2610/10186 [42:48<2:04:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2611/10186 [42:49<2:04:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2611/10186 [42:49<2:04:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2612/10186 [42:51<2:04:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2612/10186 [42:51<2:04:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2613/10186 [42:51<2:04:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2613/10186 [42:51<2:04:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2614/10186 [42:52<2:04:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2614/10186 [42:52<2:04:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2615/10186 [42:52<2:04:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2615/10186 [42:52<2:04:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2616/10186 [42:55<2:04:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2616/10186 [42:55<2:04:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2617/10186 [42:55<2:04:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2617/10186 [42:55<2:04:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2618/10186 [42:56<2:04:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2618/10186 [42:56<2:04:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2619/10186 [42:56<2:04:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2619/10186 [42:56<2:04:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2620/10186 [42:59<2:04:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2620/10186 [42:59<2:04:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2621/10186 [42:59<2:04:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2621/10186 [42:59<2:04:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2622/10186 [43:00<2:04:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2622/10186 [43:00<2:04:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2623/10186 [43:00<2:04:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2623/10186 [43:00<2:04:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2624/10186 [43:02<2:04:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2624/10186 [43:02<2:04:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2625/10186 [43:03<2:04:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2625/10186 [43:03<2:04:01,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2626/10186 [43:04<2:03:59,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  26%|▎| 2626/10186 [43:04<2:03:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2627/10186 [43:04<2:03:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2627/10186 [43:04<2:03:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2628/10186 [43:06<2:03:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2628/10186 [43:06<2:03:59,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2629/10186 [43:07<2:03:57,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  26%|▎| 2629/10186 [43:07<2:03:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2630/10186 [43:07<2:03:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  26%|▎| 2630/10186 [43:07<2:03:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2631/10186 [43:08<2:03:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2631/10186 [43:08<2:03:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2632/10186 [43:10<2:03:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2632/10186 [43:10<2:03:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2633/10186 [43:11<2:03:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2633/10186 [43:11<2:03:53,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2634/10186 [43:11<2:03:51,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  26%|▎| 2634/10186 [43:11<2:03:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2635/10186 [43:12<2:03:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2635/10186 [43:12<2:03:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2636/10186 [43:14<2:03:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2636/10186 [43:14<2:03:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2637/10186 [43:15<2:03:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2637/10186 [43:15<2:03:49,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2638/10186 [43:15<2:03:46,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  26%|▎| 2638/10186 [43:15<2:03:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2639/10186 [43:16<2:03:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2639/10186 [43:16<2:03:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2640/10186 [43:18<2:03:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2640/10186 [43:18<2:03:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2641/10186 [43:19<2:03:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2641/10186 [43:19<2:03:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2642/10186 [43:19<2:03:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2642/10186 [43:19<2:03:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2643/10186 [43:20<2:03:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2643/10186 [43:20<2:03:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2644/10186 [43:22<2:03:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2644/10186 [43:22<2:03:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2645/10186 [43:22<2:03:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2645/10186 [43:22<2:03:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2646/10186 [43:23<2:03:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2646/10186 [43:23<2:03:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2647/10186 [43:24<2:03:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2647/10186 [43:24<2:03:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2648/10186 [43:26<2:03:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2648/10186 [43:26<2:03:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2649/10186 [43:26<2:03:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2649/10186 [43:26<2:03:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2650/10186 [43:27<2:03:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2650/10186 [43:27<2:03:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2651/10186 [43:27<2:03:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2651/10186 [43:27<2:03:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2652/10186 [43:30<2:03:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2652/10186 [43:30<2:03:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2653/10186 [43:30<2:03:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2653/10186 [43:30<2:03:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2654/10186 [43:31<2:03:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2654/10186 [43:31<2:03:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2655/10186 [43:31<2:03:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2655/10186 [43:31<2:03:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2656/10186 [43:34<2:03:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2656/10186 [43:34<2:03:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2657/10186 [43:34<2:03:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2657/10186 [43:34<2:03:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2658/10186 [43:35<2:03:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2658/10186 [43:35<2:03:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2659/10186 [43:35<2:03:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2659/10186 [43:35<2:03:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2660/10186 [43:37<2:03:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  26%|▎| 2660/10186 [43:37<2:03:26,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2661/10186 [43:38<2:03:24,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  26%|▎| 2661/10186 [43:38<2:03:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2662/10186 [43:39<2:03:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2662/10186 [43:39<2:03:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2663/10186 [43:39<2:03:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2663/10186 [43:39<2:03:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2664/10186 [43:41<2:03:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2664/10186 [43:41<2:03:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2665/10186 [43:42<2:03:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2665/10186 [43:42<2:03:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2666/10186 [43:42<2:03:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2666/10186 [43:42<2:03:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2667/10186 [43:43<2:03:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2667/10186 [43:43<2:03:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2668/10186 [43:45<2:03:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2668/10186 [43:45<2:03:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2669/10186 [43:46<2:03:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2669/10186 [43:46<2:03:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2670/10186 [43:46<2:03:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2670/10186 [43:46<2:03:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2671/10186 [43:47<2:03:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2671/10186 [43:47<2:03:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2672/10186 [43:49<2:03:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2672/10186 [43:49<2:03:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2673/10186 [43:50<2:03:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2673/10186 [43:50<2:03:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2674/10186 [43:50<2:03:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2674/10186 [43:50<2:03:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2675/10186 [43:51<2:03:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2675/10186 [43:51<2:03:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2676/10186 [43:53<2:03:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2676/10186 [43:53<2:03:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2677/10186 [43:54<2:03:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2677/10186 [43:54<2:03:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2678/10186 [43:54<2:03:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2678/10186 [43:54<2:03:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2679/10186 [43:55<2:03:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2679/10186 [43:55<2:03:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2680/10186 [43:57<2:03:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2680/10186 [43:57<2:03:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2681/10186 [43:57<2:03:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2681/10186 [43:57<2:03:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2682/10186 [43:58<2:03:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2682/10186 [43:58<2:03:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2683/10186 [43:59<2:03:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2683/10186 [43:59<2:03:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2684/10186 [44:01<2:03:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2684/10186 [44:01<2:03:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2685/10186 [44:01<2:03:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  26%|▎| 2685/10186 [44:01<2:03:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2686/10186 [44:02<2:02:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2686/10186 [44:02<2:02:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2687/10186 [44:02<2:02:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2687/10186 [44:02<2:02:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2688/10186 [44:05<2:02:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2688/10186 [44:05<2:02:58,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2689/10186 [44:05<2:02:56,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  26%|▎| 2689/10186 [44:05<2:02:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2690/10186 [44:06<2:02:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2690/10186 [44:06<2:02:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2691/10186 [44:06<2:02:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2691/10186 [44:06<2:02:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2692/10186 [44:09<2:02:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2692/10186 [44:09<2:02:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2693/10186 [44:09<2:02:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2693/10186 [44:09<2:02:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2694/10186 [44:10<2:02:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2694/10186 [44:10<2:02:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2695/10186 [44:10<2:02:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2695/10186 [44:10<2:02:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2696/10186 [44:12<2:02:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2696/10186 [44:12<2:02:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2697/10186 [44:13<2:02:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2697/10186 [44:13<2:02:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2698/10186 [44:14<2:02:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2698/10186 [44:14<2:02:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 2699/10186 [44:14<2:02:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  26%|▎| 2699/10186 [44:14<2:02:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2700/10186 [44:16<2:02:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2700/10186 [44:16<2:02:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2701/10186 [44:17<2:02:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2701/10186 [44:17<2:02:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2702/10186 [44:17<2:02:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2702/10186 [44:17<2:02:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2703/10186 [44:18<2:02:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2703/10186 [44:18<2:02:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2704/10186 [44:20<2:02:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2704/10186 [44:20<2:02:42,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2705/10186 [44:21<2:02:40,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  27%|▎| 2705/10186 [44:21<2:02:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2706/10186 [44:21<2:02:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2706/10186 [44:21<2:02:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2707/10186 [44:22<2:02:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2707/10186 [44:22<2:02:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2708/10186 [44:24<2:02:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2708/10186 [44:24<2:02:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2709/10186 [44:25<2:02:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2709/10186 [44:25<2:02:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2710/10186 [44:25<2:02:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2710/10186 [44:25<2:02:33,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2711/10186 [44:26<2:02:31,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  27%|▎| 2711/10186 [44:26<2:02:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2712/10186 [44:28<2:02:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2712/10186 [44:28<2:02:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2713/10186 [44:29<2:02:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2713/10186 [44:29<2:02:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2714/10186 [44:29<2:02:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2714/10186 [44:29<2:02:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2715/10186 [44:30<2:02:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2715/10186 [44:30<2:02:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2716/10186 [44:32<2:02:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2716/10186 [44:32<2:02:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2717/10186 [44:32<2:02:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2717/10186 [44:32<2:02:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2718/10186 [44:33<2:02:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2718/10186 [44:33<2:02:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2719/10186 [44:34<2:02:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2719/10186 [44:34<2:02:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2720/10186 [44:36<2:02:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2720/10186 [44:36<2:02:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2721/10186 [44:36<2:02:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2721/10186 [44:36<2:02:23,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2722/10186 [44:37<2:02:21,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  27%|▎| 2722/10186 [44:37<2:02:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2723/10186 [44:37<2:02:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2723/10186 [44:37<2:02:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2724/10186 [44:40<2:02:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2724/10186 [44:40<2:02:21,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2725/10186 [44:40<2:02:19,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  27%|▎| 2725/10186 [44:40<2:02:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2726/10186 [44:41<2:02:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2726/10186 [44:41<2:02:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2727/10186 [44:41<2:02:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2727/10186 [44:41<2:02:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2728/10186 [44:44<2:02:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2728/10186 [44:44<2:02:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2729/10186 [44:44<2:02:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2729/10186 [44:44<2:02:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2730/10186 [44:45<2:02:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2730/10186 [44:45<2:02:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2731/10186 [44:45<2:02:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2731/10186 [44:45<2:02:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2732/10186 [44:47<2:02:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2732/10186 [44:47<2:02:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2733/10186 [44:48<2:02:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2733/10186 [44:48<2:02:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2734/10186 [44:49<2:02:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2734/10186 [44:49<2:02:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2735/10186 [44:49<2:02:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2735/10186 [44:49<2:02:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2736/10186 [44:51<2:02:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2736/10186 [44:51<2:02:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2737/10186 [44:52<2:02:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2737/10186 [44:52<2:02:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2738/10186 [44:52<2:02:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2738/10186 [44:52<2:02:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2739/10186 [44:53<2:02:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2739/10186 [44:53<2:02:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2740/10186 [44:55<2:02:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  27%|▎| 2740/10186 [44:55<2:02:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2741/10186 [44:56<2:02:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2741/10186 [44:56<2:02:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2742/10186 [44:56<2:02:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2742/10186 [44:56<2:02:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2743/10186 [44:57<2:01:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2743/10186 [44:57<2:01:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2744/10186 [44:59<2:02:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  27%|▎| 2744/10186 [44:59<2:02:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2745/10186 [45:00<2:01:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2745/10186 [45:00<2:01:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2746/10186 [45:00<2:01:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2746/10186 [45:00<2:01:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2747/10186 [45:01<2:01:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2747/10186 [45:01<2:01:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2748/10186 [45:03<2:01:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2748/10186 [45:03<2:01:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2749/10186 [45:04<2:01:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2749/10186 [45:04<2:01:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2750/10186 [45:04<2:01:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2750/10186 [45:04<2:01:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2751/10186 [45:05<2:01:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2751/10186 [45:05<2:01:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2752/10186 [45:07<2:01:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2752/10186 [45:07<2:01:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2753/10186 [45:07<2:01:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2753/10186 [45:07<2:01:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2754/10186 [45:08<2:01:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2754/10186 [45:08<2:01:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2755/10186 [45:09<2:01:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2755/10186 [45:09<2:01:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2756/10186 [45:11<2:01:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2756/10186 [45:11<2:01:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2757/10186 [45:11<2:01:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2757/10186 [45:11<2:01:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2758/10186 [45:12<2:01:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  27%|▎| 2758/10186 [45:12<2:01:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2759/10186 [45:12<2:01:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2759/10186 [45:12<2:01:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2760/10186 [45:15<2:01:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2760/10186 [45:15<2:01:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2761/10186 [45:15<2:01:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2761/10186 [45:15<2:01:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2762/10186 [45:16<2:01:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2762/10186 [45:16<2:01:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2763/10186 [45:16<2:01:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2763/10186 [45:16<2:01:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2764/10186 [45:19<2:01:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2764/10186 [45:19<2:01:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2765/10186 [45:19<2:01:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2765/10186 [45:19<2:01:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2766/10186 [45:20<2:01:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2766/10186 [45:20<2:01:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2767/10186 [45:20<2:01:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2767/10186 [45:20<2:01:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2768/10186 [45:22<2:01:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2768/10186 [45:22<2:01:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2769/10186 [45:23<2:01:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2769/10186 [45:23<2:01:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2770/10186 [45:24<2:01:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2770/10186 [45:24<2:01:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2771/10186 [45:24<2:01:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2771/10186 [45:24<2:01:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2772/10186 [45:26<2:01:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2772/10186 [45:26<2:01:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2773/10186 [45:27<2:01:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2773/10186 [45:27<2:01:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2774/10186 [45:27<2:01:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2774/10186 [45:27<2:01:28,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2775/10186 [45:28<2:01:26,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  27%|▎| 2775/10186 [45:28<2:01:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2776/10186 [45:30<2:01:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2776/10186 [45:30<2:01:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2777/10186 [45:31<2:01:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2777/10186 [45:31<2:01:26,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2778/10186 [45:31<2:01:24,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  27%|▎| 2778/10186 [45:31<2:01:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2779/10186 [45:32<2:01:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2780/10186 [45:34<2:01:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2780/10186 [45:34<2:01:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2781/10186 [45:35<2:01:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2781/10186 [45:35<2:01:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2782/10186 [45:35<2:01:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2782/10186 [45:35<2:01:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2783/10186 [45:36<2:01:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2783/10186 [45:36<2:01:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2784/10186 [45:38<2:01:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2784/10186 [45:38<2:01:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2785/10186 [45:39<2:01:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2785/10186 [45:39<2:01:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2786/10186 [45:39<2:01:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2786/10186 [45:39<2:01:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2787/10186 [45:40<2:01:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2787/10186 [45:40<2:01:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2788/10186 [45:42<2:01:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2788/10186 [45:42<2:01:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2789/10186 [45:42<2:01:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2789/10186 [45:42<2:01:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2790/10186 [45:43<2:01:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2790/10186 [45:43<2:01:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2791/10186 [45:44<2:01:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2791/10186 [45:44<2:01:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2792/10186 [45:46<2:01:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2792/10186 [45:46<2:01:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2793/10186 [45:46<2:01:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2793/10186 [45:46<2:01:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2794/10186 [45:47<2:01:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2794/10186 [45:47<2:01:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2795/10186 [45:47<2:01:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2795/10186 [45:47<2:01:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2796/10186 [45:50<2:01:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2796/10186 [45:50<2:01:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2797/10186 [45:50<2:01:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2797/10186 [45:50<2:01:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2798/10186 [45:51<2:01:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2798/10186 [45:51<2:01:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2799/10186 [45:51<2:01:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2799/10186 [45:51<2:01:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2800/10186 [45:54<2:01:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2800/10186 [45:54<2:01:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 2801/10186 [45:54<2:01:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  27%|▎| 2801/10186 [45:54<2:01:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2802/10186 [45:55<2:01:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2802/10186 [45:55<2:01:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2803/10186 [45:55<2:00:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2803/10186 [45:55<2:00:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2804/10186 [45:57<2:01:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2804/10186 [45:57<2:01:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2805/10186 [45:58<2:00:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2805/10186 [45:58<2:00:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2806/10186 [45:59<2:00:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2806/10186 [45:59<2:00:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2807/10186 [45:59<2:00:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2807/10186 [45:59<2:00:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2808/10186 [46:01<2:00:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2808/10186 [46:01<2:00:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2809/10186 [46:02<2:00:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2809/10186 [46:02<2:00:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2810/10186 [46:02<2:00:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2810/10186 [46:02<2:00:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2811/10186 [46:03<2:00:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2811/10186 [46:03<2:00:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2812/10186 [46:05<2:00:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2812/10186 [46:05<2:00:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2813/10186 [46:06<2:00:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2813/10186 [46:06<2:00:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2814/10186 [46:06<2:00:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2814/10186 [46:06<2:00:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2815/10186 [46:07<2:00:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2815/10186 [46:07<2:00:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2816/10186 [46:09<2:00:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  28%|▎| 2816/10186 [46:09<2:00:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2817/10186 [46:10<2:00:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2817/10186 [46:10<2:00:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2818/10186 [46:10<2:00:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2818/10186 [46:10<2:00:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2819/10186 [46:11<2:00:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2819/10186 [46:11<2:00:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2820/10186 [46:13<2:00:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2820/10186 [46:13<2:00:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2821/10186 [46:14<2:00:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2821/10186 [46:14<2:00:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2822/10186 [46:14<2:00:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2822/10186 [46:14<2:00:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2823/10186 [46:15<2:00:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2823/10186 [46:15<2:00:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2824/10186 [46:17<2:00:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2824/10186 [46:17<2:00:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2825/10186 [46:17<2:00:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  28%|▎| 2825/10186 [46:17<2:00:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2826/10186 [46:18<2:00:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2826/10186 [46:18<2:00:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2827/10186 [46:19<2:00:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2827/10186 [46:19<2:00:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2828/10186 [46:21<2:00:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2828/10186 [46:21<2:00:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2829/10186 [46:21<2:00:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2829/10186 [46:21<2:00:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2830/10186 [46:22<2:00:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2830/10186 [46:22<2:00:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2831/10186 [46:22<2:00:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2831/10186 [46:22<2:00:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2832/10186 [46:25<2:00:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2832/10186 [46:25<2:00:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2833/10186 [46:25<2:00:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2833/10186 [46:25<2:00:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2834/10186 [46:26<2:00:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  28%|▎| 2834/10186 [46:26<2:00:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2835/10186 [46:26<2:00:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2835/10186 [46:26<2:00:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2836/10186 [46:29<2:00:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2836/10186 [46:29<2:00:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2837/10186 [46:29<2:00:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2837/10186 [46:29<2:00:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2838/10186 [46:30<2:00:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2838/10186 [46:30<2:00:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2839/10186 [46:30<2:00:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2839/10186 [46:30<2:00:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2840/10186 [46:32<2:00:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2840/10186 [46:32<2:00:24,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2841/10186 [46:33<2:00:22,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  28%|▎| 2841/10186 [46:33<2:00:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2842/10186 [46:34<2:00:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2842/10186 [46:34<2:00:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2843/10186 [46:34<2:00:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2843/10186 [46:34<2:00:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2844/10186 [46:36<2:00:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2844/10186 [46:36<2:00:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2845/10186 [46:37<2:00:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2845/10186 [46:37<2:00:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2846/10186 [46:37<2:00:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2846/10186 [46:37<2:00:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2847/10186 [46:38<2:00:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2847/10186 [46:38<2:00:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2848/10186 [46:40<2:00:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2848/10186 [46:40<2:00:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2849/10186 [46:41<2:00:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2849/10186 [46:41<2:00:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2850/10186 [46:41<2:00:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2850/10186 [46:41<2:00:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2851/10186 [46:42<2:00:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2851/10186 [46:42<2:00:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2852/10186 [46:44<2:00:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2852/10186 [46:44<2:00:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2853/10186 [46:45<2:00:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2853/10186 [46:45<2:00:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2854/10186 [46:45<2:00:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2854/10186 [46:45<2:00:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2855/10186 [46:46<2:00:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2855/10186 [46:46<2:00:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2856/10186 [46:48<2:00:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2856/10186 [46:48<2:00:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2857/10186 [46:49<2:00:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2857/10186 [46:49<2:00:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2858/10186 [46:49<2:00:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2858/10186 [46:49<2:00:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2859/10186 [46:50<2:00:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2859/10186 [46:50<2:00:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2860/10186 [46:52<2:00:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  28%|▎| 2860/10186 [46:52<2:00:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2861/10186 [46:52<2:00:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2861/10186 [46:52<2:00:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2862/10186 [46:53<1:59:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2862/10186 [46:53<1:59:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2863/10186 [46:54<1:59:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2863/10186 [46:54<1:59:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2864/10186 [46:56<1:59:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2864/10186 [46:56<1:59:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2865/10186 [46:56<1:59:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2865/10186 [46:56<1:59:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2866/10186 [46:57<1:59:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2866/10186 [46:57<1:59:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2867/10186 [46:57<1:59:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2867/10186 [46:57<1:59:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2868/10186 [47:00<1:59:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2868/10186 [47:00<1:59:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2869/10186 [47:00<1:59:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2869/10186 [47:00<1:59:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2870/10186 [47:01<1:59:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2870/10186 [47:01<1:59:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2871/10186 [47:01<1:59:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2871/10186 [47:01<1:59:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2872/10186 [47:04<1:59:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2872/10186 [47:04<1:59:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2873/10186 [47:04<1:59:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2873/10186 [47:04<1:59:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2874/10186 [47:05<1:59:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2874/10186 [47:05<1:59:47,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2875/10186 [47:05<1:59:45,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  28%|▎| 2875/10186 [47:05<1:59:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2876/10186 [47:07<1:59:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2876/10186 [47:07<1:59:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2877/10186 [47:08<1:59:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2877/10186 [47:08<1:59:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2878/10186 [47:09<1:59:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2878/10186 [47:09<1:59:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2879/10186 [47:09<1:59:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2879/10186 [47:09<1:59:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2880/10186 [47:11<1:59:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2880/10186 [47:11<1:59:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2881/10186 [47:12<1:59:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2881/10186 [47:12<1:59:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2882/10186 [47:12<1:59:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2882/10186 [47:12<1:59:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2883/10186 [47:13<1:59:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2883/10186 [47:13<1:59:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2884/10186 [47:15<1:59:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2884/10186 [47:15<1:59:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2885/10186 [47:16<1:59:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2885/10186 [47:16<1:59:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2886/10186 [47:16<1:59:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2886/10186 [47:16<1:59:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2887/10186 [47:17<1:59:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2887/10186 [47:17<1:59:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2888/10186 [47:19<1:59:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2888/10186 [47:19<1:59:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2889/10186 [47:20<1:59:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2889/10186 [47:20<1:59:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2890/10186 [47:20<1:59:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2890/10186 [47:20<1:59:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2891/10186 [47:21<1:59:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2891/10186 [47:21<1:59:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2892/10186 [47:23<1:59:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2892/10186 [47:23<1:59:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2893/10186 [47:24<1:59:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2893/10186 [47:24<1:59:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2894/10186 [47:24<1:59:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2894/10186 [47:24<1:59:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2895/10186 [47:25<1:59:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2895/10186 [47:25<1:59:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2896/10186 [47:27<1:59:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2896/10186 [47:27<1:59:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2897/10186 [47:27<1:59:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2897/10186 [47:27<1:59:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2898/10186 [47:28<1:59:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2898/10186 [47:28<1:59:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2899/10186 [47:29<1:59:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2899/10186 [47:29<1:59:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2900/10186 [47:31<1:59:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2900/10186 [47:31<1:59:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2901/10186 [47:31<1:59:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  28%|▎| 2901/10186 [47:31<1:59:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2902/10186 [47:32<1:59:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2902/10186 [47:32<1:59:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 2903/10186 [47:32<1:59:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  28%|▎| 2903/10186 [47:32<1:59:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2904/10186 [47:35<1:59:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2904/10186 [47:35<1:59:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2905/10186 [47:35<1:59:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2905/10186 [47:35<1:59:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2906/10186 [47:36<1:59:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2906/10186 [47:36<1:59:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2907/10186 [47:36<1:59:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2907/10186 [47:36<1:59:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2908/10186 [47:39<1:59:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2908/10186 [47:39<1:59:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2909/10186 [47:39<1:59:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2909/10186 [47:39<1:59:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2910/10186 [47:40<1:59:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2910/10186 [47:40<1:59:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2911/10186 [47:40<1:59:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2911/10186 [47:40<1:59:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2912/10186 [47:42<1:59:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2912/10186 [47:42<1:59:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2913/10186 [47:43<1:59:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  29%|▎| 2913/10186 [47:43<1:59:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2914/10186 [47:44<1:59:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  29%|▎| 2914/10186 [47:44<1:59:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2915/10186 [47:44<1:59:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2915/10186 [47:44<1:59:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2916/10186 [47:46<1:59:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2916/10186 [47:46<1:59:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2917/10186 [47:47<1:59:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  29%|▎| 2917/10186 [47:47<1:59:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2918/10186 [47:47<1:59:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2918/10186 [47:47<1:59:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2919/10186 [47:48<1:59:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2919/10186 [47:48<1:59:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2920/10186 [47:50<1:59:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2920/10186 [47:50<1:59:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2921/10186 [47:51<1:59:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2921/10186 [47:51<1:59:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2922/10186 [47:51<1:58:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2922/10186 [47:51<1:58:59,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2923/10186 [47:52<1:58:57,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  29%|▎| 2923/10186 [47:52<1:58:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2924/10186 [47:54<1:58:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2924/10186 [47:54<1:58:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2925/10186 [47:55<1:58:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2925/10186 [47:55<1:58:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|��| 2926/10186 [47:55<1:58:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2926/10186 [47:55<1:58:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2927/10186 [47:56<1:58:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2927/10186 [47:56<1:58:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2928/10186 [47:58<1:58:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2928/10186 [47:58<1:58:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2929/10186 [47:59<1:58:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2929/10186 [47:59<1:58:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2930/10186 [47:59<1:58:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2930/10186 [47:59<1:58:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2931/10186 [48:00<1:58:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2931/10186 [48:00<1:58:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2932/10186 [48:02<1:58:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2932/10186 [48:02<1:58:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2933/10186 [48:02<1:58:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2933/10186 [48:02<1:58:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2934/10186 [48:03<1:58:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2934/10186 [48:03<1:58:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2935/10186 [48:04<1:58:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2935/10186 [48:04<1:58:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2936/10186 [48:06<1:58:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2936/10186 [48:06<1:58:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2937/10186 [48:06<1:58:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2937/10186 [48:06<1:58:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2938/10186 [48:07<1:58:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2938/10186 [48:07<1:58:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2939/10186 [48:07<1:58:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2939/10186 [48:07<1:58:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2940/10186 [48:10<1:58:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2940/10186 [48:10<1:58:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2941/10186 [48:10<1:58:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2941/10186 [48:10<1:58:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2942/10186 [48:11<1:58:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2942/10186 [48:11<1:58:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2943/10186 [48:11<1:58:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2943/10186 [48:11<1:58:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2944/10186 [48:14<1:58:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  29%|▎| 2944/10186 [48:14<1:58:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2945/10186 [48:14<1:58:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2945/10186 [48:14<1:58:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2946/10186 [48:15<1:58:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2946/10186 [48:15<1:58:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2947/10186 [48:15<1:58:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2947/10186 [48:15<1:58:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2948/10186 [48:17<1:58:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2948/10186 [48:17<1:58:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2949/10186 [48:18<1:58:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2949/10186 [48:18<1:58:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2950/10186 [48:19<1:58:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2950/10186 [48:19<1:58:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2951/10186 [48:19<1:58:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2951/10186 [48:19<1:58:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2952/10186 [48:21<1:58:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2952/10186 [48:21<1:58:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2953/10186 [48:22<1:58:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  29%|▎| 2953/10186 [48:22<1:58:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2954/10186 [48:22<1:58:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2954/10186 [48:22<1:58:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2955/10186 [48:23<1:58:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2955/10186 [48:23<1:58:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2956/10186 [48:25<1:58:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2956/10186 [48:25<1:58:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2957/10186 [48:26<1:58:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2957/10186 [48:26<1:58:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2958/10186 [48:26<1:58:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2958/10186 [48:26<1:58:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2959/10186 [48:27<1:58:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  29%|▎| 2959/10186 [48:27<1:58:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2960/10186 [48:29<1:58:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2960/10186 [48:29<1:58:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2961/10186 [48:30<1:58:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2961/10186 [48:30<1:58:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2962/10186 [48:30<1:58:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2962/10186 [48:30<1:58:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2963/10186 [48:31<1:58:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2963/10186 [48:31<1:58:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2964/10186 [48:33<1:58:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2964/10186 [48:33<1:58:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2965/10186 [48:34<1:58:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2965/10186 [48:34<1:58:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2966/10186 [48:34<1:58:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2966/10186 [48:34<1:58:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2967/10186 [48:35<1:58:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2967/10186 [48:35<1:58:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2968/10186 [48:37<1:58:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2968/10186 [48:37<1:58:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2969/10186 [48:37<1:58:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2969/10186 [48:37<1:58:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2970/10186 [48:38<1:58:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2970/10186 [48:38<1:58:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2971/10186 [48:39<1:58:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2971/10186 [48:39<1:58:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2972/10186 [48:41<1:58:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2972/10186 [48:41<1:58:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2973/10186 [48:41<1:58:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2973/10186 [48:41<1:58:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2974/10186 [48:42<1:58:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2974/10186 [48:42<1:58:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2975/10186 [48:42<1:58:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2975/10186 [48:42<1:58:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2976/10186 [48:45<1:58:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2976/10186 [48:45<1:58:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2977/10186 [48:45<1:58:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2977/10186 [48:45<1:58:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2978/10186 [48:46<1:58:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2978/10186 [48:46<1:58:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2979/10186 [48:46<1:58:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2979/10186 [48:46<1:58:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2980/10186 [48:49<1:58:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2980/10186 [48:49<1:58:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2981/10186 [48:49<1:58:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2981/10186 [48:49<1:58:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2982/10186 [48:50<1:57:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2982/10186 [48:50<1:57:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2983/10186 [48:50<1:57:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2983/10186 [48:50<1:57:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2984/10186 [48:52<1:57:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2984/10186 [48:52<1:57:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2985/10186 [48:53<1:57:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2985/10186 [48:53<1:57:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2986/10186 [48:54<1:57:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2986/10186 [48:54<1:57:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2987/10186 [48:54<1:57:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2987/10186 [48:54<1:57:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2988/10186 [48:56<1:57:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2988/10186 [48:56<1:57:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2989/10186 [48:57<1:57:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2989/10186 [48:57<1:57:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2990/10186 [48:57<1:57:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  29%|▎| 2990/10186 [48:57<1:57:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2991/10186 [48:58<1:57:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2991/10186 [48:58<1:57:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2992/10186 [49:00<1:57:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2992/10186 [49:00<1:57:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2993/10186 [49:01<1:57:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2993/10186 [49:01<1:57:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2994/10186 [49:01<1:57:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  29%|▎| 2994/10186 [49:01<1:57:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2995/10186 [49:02<1:57:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2995/10186 [49:02<1:57:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2996/10186 [49:04<1:57:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2996/10186 [49:04<1:57:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2997/10186 [49:05<1:57:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2997/10186 [49:05<1:57:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2998/10186 [49:05<1:57:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2998/10186 [49:05<1:57:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 2999/10186 [49:06<1:57:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 2999/10186 [49:06<1:57:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 3000/10186 [49:08<1:57:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 3000/10186 [49:08<1:57:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 3001/10186 [49:17<1:58:00,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 3001/10186 [49:17<1:58:00,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 3002/10186 [49:17<1:57:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 3002/10186 [49:17<1:57:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 3003/10186 [49:18<1:57:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 3003/10186 [49:18<1:57:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 3004/10186 [49:20<1:57:58,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  29%|▎| 3004/10186 [49:20<1:57:58,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3005/10186 [49:21<1:57:56,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3005/10186 [49:21<1:57:56,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3006/10186 [49:21<1:57:54,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3006/10186 [49:21<1:57:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3007/10186 [49:22<1:57:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3007/10186 [49:22<1:57:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3008/10186 [49:24<1:57:54,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3008/10186 [49:24<1:57:54,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3009/10186 [49:25<1:57:52,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3009/10186 [49:25<1:57:52,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3010/10186 [49:25<1:57:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3010/10186 [49:25<1:57:50,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3011/10186 [49:26<1:57:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3011/10186 [49:26<1:57:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3012/10186 [49:28<1:57:50,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3012/10186 [49:28<1:57:50,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3013/10186 [49:28<1:57:48,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3013/10186 [49:28<1:57:48,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3014/10186 [49:29<1:57:46,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3014/10186 [49:29<1:57:46,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3015/10186 [49:30<1:57:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3015/10186 [49:30<1:57:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3016/10186 [49:32<1:57:45,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3016/10186 [49:32<1:57:45,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3017/10186 [49:32<1:57:43,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3017/10186 [49:32<1:57:43,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3018/10186 [49:33<1:57:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3018/10186 [49:33<1:57:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3019/10186 [49:33<1:57:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3019/10186 [49:33<1:57:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3020/10186 [49:36<1:57:41,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3020/10186 [49:36<1:57:41,  1.01it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3021/10186 [49:36<1:57:39,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  30%|▎| 3021/10186 [49:36<1:57:39,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3022/10186 [49:37<1:57:37,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  30%|▎| 3022/10186 [49:37<1:57:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3023/10186 [49:37<1:57:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3023/10186 [49:37<1:57:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3024/10186 [49:40<1:57:37,  1.01it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  30%|▎| 3024/10186 [49:40<1:57:37,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3025/10186 [49:40<1:57:35,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3025/10186 [49:40<1:57:35,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3026/10186 [49:41<1:57:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3026/10186 [49:41<1:57:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3027/10186 [49:41<1:57:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3027/10186 [49:41<1:57:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3028/10186 [49:43<1:57:33,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3028/10186 [49:43<1:57:33,  1.01it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3029/10186 [49:44<1:57:31,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  30%|▎| 3029/10186 [49:44<1:57:31,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3030/10186 [49:45<1:57:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3030/10186 [49:45<1:57:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3031/10186 [49:45<1:57:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3031/10186 [49:45<1:57:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3032/10186 [49:47<1:57:29,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3032/10186 [49:47<1:57:29,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3033/10186 [49:48<1:57:27,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3033/10186 [49:48<1:57:27,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3034/10186 [49:48<1:57:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3034/10186 [49:48<1:57:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3035/10186 [49:49<1:57:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3035/10186 [49:49<1:57:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3036/10186 [49:51<1:57:25,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3036/10186 [49:51<1:57:25,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3037/10186 [49:52<1:57:23,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3037/10186 [49:52<1:57:23,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3038/10186 [49:52<1:57:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3038/10186 [49:52<1:57:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3039/10186 [49:53<1:57:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3039/10186 [49:53<1:57:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3040/10186 [49:55<1:57:21,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3040/10186 [49:55<1:57:21,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3041/10186 [49:56<1:57:19,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3041/10186 [49:56<1:57:19,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3042/10186 [49:56<1:57:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3042/10186 [49:56<1:57:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3043/10186 [49:57<1:57:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3043/10186 [49:57<1:57:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3044/10186 [49:59<1:57:17,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3044/10186 [49:59<1:57:17,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3045/10186 [50:00<1:57:15,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3045/10186 [50:00<1:57:15,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3046/10186 [50:00<1:57:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3046/10186 [50:00<1:57:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3047/10186 [50:01<1:57:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  30%|▎| 3047/10186 [50:01<1:57:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3048/10186 [50:03<1:57:13,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3048/10186 [50:03<1:57:13,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3049/10186 [50:03<1:57:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3049/10186 [50:03<1:57:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3050/10186 [50:04<1:57:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3050/10186 [50:04<1:57:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3051/10186 [50:05<1:57:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3051/10186 [50:05<1:57:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3052/10186 [50:07<1:57:09,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3052/10186 [50:07<1:57:09,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3053/10186 [50:07<1:57:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3053/10186 [50:07<1:57:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3054/10186 [50:08<1:57:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3054/10186 [50:08<1:57:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3055/10186 [50:08<1:57:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  30%|▎| 3055/10186 [50:08<1:57:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3056/10186 [50:11<1:57:05,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3056/10186 [50:11<1:57:05,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3057/10186 [50:11<1:57:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3057/10186 [50:11<1:57:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3058/10186 [50:12<1:57:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3058/10186 [50:12<1:57:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3059/10186 [50:12<1:56:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3059/10186 [50:12<1:56:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3060/10186 [50:15<1:57:01,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3060/10186 [50:15<1:57:01,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3061/10186 [50:15<1:56:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3061/10186 [50:15<1:56:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3062/10186 [50:16<1:56:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3062/10186 [50:16<1:56:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3063/10186 [50:16<1:56:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3063/10186 [50:16<1:56:55,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3064/10186 [50:18<1:56:57,  1.01it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  30%|▎| 3064/10186 [50:18<1:56:57,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3065/10186 [50:19<1:56:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|���| 3065/10186 [50:19<1:56:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3066/10186 [50:20<1:56:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3066/10186 [50:20<1:56:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3067/10186 [50:20<1:56:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3067/10186 [50:20<1:56:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3068/10186 [50:22<1:56:53,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3068/10186 [50:22<1:56:53,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3069/10186 [50:23<1:56:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3069/10186 [50:23<1:56:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3070/10186 [50:23<1:56:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3070/10186 [50:23<1:56:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3071/10186 [50:24<1:56:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3071/10186 [50:24<1:56:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3072/10186 [50:26<1:56:49,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3072/10186 [50:26<1:56:49,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3073/10186 [50:27<1:56:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3073/10186 [50:27<1:56:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3074/10186 [50:27<1:56:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3074/10186 [50:27<1:56:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3075/10186 [50:28<1:56:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3075/10186 [50:28<1:56:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3076/10186 [50:30<1:56:45,  1.01it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3076/10186 [50:30<1:56:45,  1.01it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3077/10186 [50:31<1:56:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3077/10186 [50:31<1:56:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3078/10186 [50:31<1:56:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3078/10186 [50:31<1:56:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3079/10186 [50:32<1:56:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3079/10186 [50:32<1:56:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3080/10186 [50:34<1:56:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3080/10186 [50:34<1:56:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3081/10186 [50:35<1:56:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3081/10186 [50:35<1:56:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3082/10186 [50:35<1:56:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3082/10186 [50:35<1:56:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3083/10186 [50:36<1:56:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  30%|▎| 3083/10186 [50:36<1:56:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3084/10186 [50:38<1:56:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3084/10186 [50:38<1:56:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3085/10186 [50:38<1:56:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3085/10186 [50:38<1:56:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3086/10186 [50:39<1:56:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  30%|▎| 3086/10186 [50:39<1:56:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3087/10186 [50:40<1:56:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3087/10186 [50:40<1:56:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3088/10186 [50:42<1:56:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3088/10186 [50:42<1:56:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3089/10186 [50:42<1:56:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3089/10186 [50:42<1:56:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3090/10186 [50:43<1:56:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3090/10186 [50:43<1:56:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3091/10186 [50:43<1:56:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3091/10186 [50:43<1:56:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3092/10186 [50:46<1:56:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3092/10186 [50:46<1:56:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3093/10186 [50:46<1:56:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3093/10186 [50:46<1:56:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3094/10186 [50:47<1:56:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3094/10186 [50:47<1:56:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3095/10186 [50:47<1:56:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3095/10186 [50:47<1:56:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3096/10186 [50:50<1:56:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3096/10186 [50:50<1:56:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3097/10186 [50:50<1:56:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  30%|▎| 3097/10186 [50:50<1:56:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3098/10186 [50:51<1:56:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3098/10186 [50:51<1:56:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3099/10186 [50:51<1:56:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3099/10186 [50:51<1:56:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3100/10186 [50:53<1:56:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3100/10186 [50:53<1:56:20,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3101/10186 [50:54<1:56:18,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  30%|▎| 3101/10186 [50:54<1:56:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3102/10186 [50:55<1:56:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3102/10186 [50:55<1:56:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3103/10186 [50:55<1:56:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3103/10186 [50:55<1:56:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3104/10186 [50:57<1:56:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3104/10186 [50:57<1:56:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3105/10186 [50:58<1:56:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3105/10186 [50:58<1:56:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 3106/10186 [50:58<1:56:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  30%|▎| 3106/10186 [50:58<1:56:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3107/10186 [50:59<1:56:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3107/10186 [50:59<1:56:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3108/10186 [51:01<1:56:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3108/10186 [51:01<1:56:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3109/10186 [51:02<1:56:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3109/10186 [51:02<1:56:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3110/10186 [51:02<1:56:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3110/10186 [51:02<1:56:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3111/10186 [51:03<1:56:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3111/10186 [51:03<1:56:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3112/10186 [51:05<1:56:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3112/10186 [51:05<1:56:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3113/10186 [51:06<1:56:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3113/10186 [51:06<1:56:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3114/10186 [51:06<1:56:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3114/10186 [51:06<1:56:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3115/10186 [51:07<1:56:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3115/10186 [51:07<1:56:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3116/10186 [51:09<1:56:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3116/10186 [51:09<1:56:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3117/10186 [51:10<1:56:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3117/10186 [51:10<1:56:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3118/10186 [51:10<1:56:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3118/10186 [51:10<1:56:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3119/10186 [51:11<1:55:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3119/10186 [51:11<1:55:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3120/10186 [51:13<1:56:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3120/10186 [51:13<1:56:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3121/10186 [51:13<1:55:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3121/10186 [51:13<1:55:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3122/10186 [51:14<1:55:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3122/10186 [51:14<1:55:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3123/10186 [51:15<1:55:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3123/10186 [51:15<1:55:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3124/10186 [51:17<1:55:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3124/10186 [51:17<1:55:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3125/10186 [51:17<1:55:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3125/10186 [51:17<1:55:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3126/10186 [51:18<1:55:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3126/10186 [51:18<1:55:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3127/10186 [51:18<1:55:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3127/10186 [51:18<1:55:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3128/10186 [51:21<1:55:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3128/10186 [51:21<1:55:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3129/10186 [51:21<1:55:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3129/10186 [51:21<1:55:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3130/10186 [51:22<1:55:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3130/10186 [51:22<1:55:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3131/10186 [51:22<1:55:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3131/10186 [51:22<1:55:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3132/10186 [51:25<1:55:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3132/10186 [51:25<1:55:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3133/10186 [51:25<1:55:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3133/10186 [51:25<1:55:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3134/10186 [51:26<1:55:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3134/10186 [51:26<1:55:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3135/10186 [51:26<1:55:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3135/10186 [51:26<1:55:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3136/10186 [51:28<1:55:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3136/10186 [51:28<1:55:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3137/10186 [51:29<1:55:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3137/10186 [51:29<1:55:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3138/10186 [51:30<1:55:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3138/10186 [51:30<1:55:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3139/10186 [51:30<1:55:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3139/10186 [51:30<1:55:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3140/10186 [51:32<1:55:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3140/10186 [51:32<1:55:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3141/10186 [51:33<1:55:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3141/10186 [51:33<1:55:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3142/10186 [51:33<1:55:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3142/10186 [51:33<1:55:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3143/10186 [51:34<1:55:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3143/10186 [51:34<1:55:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3144/10186 [51:36<1:55:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3144/10186 [51:36<1:55:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3145/10186 [51:37<1:55:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3145/10186 [51:37<1:55:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3146/10186 [51:37<1:55:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3146/10186 [51:37<1:55:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3147/10186 [51:38<1:55:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3147/10186 [51:38<1:55:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3148/10186 [51:40<1:55:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3148/10186 [51:40<1:55:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3149/10186 [51:41<1:55:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3149/10186 [51:41<1:55:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3150/10186 [51:41<1:55:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3150/10186 [51:41<1:55:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3151/10186 [51:42<1:55:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3151/10186 [51:42<1:55:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3152/10186 [51:44<1:55:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3152/10186 [51:44<1:55:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3153/10186 [51:44<1:55:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3153/10186 [51:44<1:55:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3154/10186 [51:45<1:55:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3154/10186 [51:45<1:55:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3155/10186 [51:46<1:55:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3155/10186 [51:46<1:55:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3156/10186 [51:48<1:55:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3156/10186 [51:48<1:55:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3157/10186 [51:48<1:55:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3157/10186 [51:48<1:55:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3158/10186 [51:49<1:55:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3158/10186 [51:49<1:55:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3159/10186 [51:49<1:55:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3159/10186 [51:49<1:55:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3160/10186 [51:52<1:55:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3160/10186 [51:52<1:55:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3161/10186 [51:52<1:55:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3161/10186 [51:52<1:55:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3162/10186 [51:53<1:55:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3162/10186 [51:53<1:55:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3163/10186 [51:53<1:55:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3163/10186 [51:53<1:55:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3164/10186 [51:56<1:55:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3164/10186 [51:56<1:55:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3165/10186 [51:56<1:55:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3165/10186 [51:56<1:55:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3166/10186 [51:57<1:55:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3166/10186 [51:57<1:55:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3167/10186 [51:57<1:55:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3167/10186 [51:57<1:55:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3168/10186 [52:00<1:55:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3168/10186 [52:00<1:55:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3169/10186 [52:00<1:55:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3169/10186 [52:00<1:55:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3170/10186 [52:01<1:55:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3170/10186 [52:01<1:55:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3171/10186 [52:01<1:55:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3171/10186 [52:01<1:55:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3172/10186 [52:03<1:55:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3172/10186 [52:03<1:55:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3173/10186 [52:04<1:55:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3173/10186 [52:04<1:55:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3174/10186 [52:05<1:55:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3174/10186 [52:05<1:55:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3175/10186 [52:05<1:55:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3175/10186 [52:05<1:55:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3176/10186 [52:07<1:55:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3176/10186 [52:07<1:55:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3177/10186 [52:08<1:55:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3177/10186 [52:08<1:55:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3178/10186 [52:08<1:54:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3178/10186 [52:08<1:54:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3179/10186 [52:09<1:54:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3179/10186 [52:09<1:54:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3180/10186 [52:11<1:54:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3180/10186 [52:11<1:54:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3181/10186 [52:12<1:54:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3181/10186 [52:12<1:54:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3182/10186 [52:12<1:54:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3182/10186 [52:12<1:54:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3183/10186 [52:13<1:54:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3183/10186 [52:13<1:54:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3184/10186 [52:15<1:54:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3184/10186 [52:15<1:54:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3185/10186 [52:16<1:54:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3185/10186 [52:16<1:54:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3186/10186 [52:16<1:54:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3186/10186 [52:16<1:54:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3187/10186 [52:17<1:54:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3187/10186 [52:17<1:54:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3188/10186 [52:19<1:54:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3188/10186 [52:19<1:54:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3189/10186 [52:20<1:54:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3189/10186 [52:20<1:54:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3190/10186 [52:20<1:54:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3190/10186 [52:20<1:54:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3191/10186 [52:21<1:54:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3191/10186 [52:21<1:54:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3192/10186 [52:23<1:54:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3192/10186 [52:23<1:54:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3193/10186 [52:23<1:54:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3193/10186 [52:23<1:54:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3194/10186 [52:24<1:54:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3194/10186 [52:24<1:54:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3195/10186 [52:25<1:54:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3195/10186 [52:25<1:54:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3196/10186 [52:27<1:54:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3196/10186 [52:27<1:54:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3197/10186 [52:27<1:54:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3197/10186 [52:27<1:54:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3198/10186 [52:28<1:54:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3198/10186 [52:28<1:54:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3199/10186 [52:28<1:54:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3199/10186 [52:28<1:54:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3200/10186 [52:31<1:54:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3200/10186 [52:31<1:54:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3201/10186 [52:31<1:54:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3201/10186 [52:31<1:54:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3202/10186 [52:32<1:54:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3202/10186 [52:32<1:54:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3203/10186 [52:32<1:54:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  31%|▎| 3203/10186 [52:32<1:54:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3204/10186 [52:35<1:54:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3204/10186 [52:35<1:54:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3205/10186 [52:35<1:54:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3205/10186 [52:35<1:54:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3206/10186 [52:36<1:54:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3206/10186 [52:36<1:54:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3207/10186 [52:36<1:54:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3207/10186 [52:36<1:54:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 3208/10186 [52:38<1:54:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  31%|▎| 3208/10186 [52:38<1:54:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3209/10186 [52:39<1:54:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3209/10186 [52:39<1:54:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3210/10186 [52:40<1:54:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3210/10186 [52:40<1:54:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3211/10186 [52:40<1:54:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3211/10186 [52:40<1:54:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3212/10186 [52:42<1:54:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3212/10186 [52:42<1:54:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3213/10186 [52:43<1:54:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3213/10186 [52:43<1:54:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3214/10186 [52:43<1:54:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3214/10186 [52:43<1:54:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3215/10186 [52:44<1:54:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3215/10186 [52:44<1:54:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3216/10186 [52:46<1:54:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3216/10186 [52:46<1:54:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3217/10186 [52:47<1:54:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3217/10186 [52:47<1:54:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3218/10186 [52:47<1:54:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3218/10186 [52:47<1:54:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3219/10186 [52:48<1:54:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3219/10186 [52:48<1:54:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3220/10186 [52:50<1:54:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3220/10186 [52:50<1:54:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3221/10186 [52:51<1:54:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3221/10186 [52:51<1:54:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3222/10186 [52:51<1:54:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3222/10186 [52:51<1:54:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3223/10186 [52:52<1:54:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3223/10186 [52:52<1:54:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3224/10186 [52:54<1:54:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3224/10186 [52:54<1:54:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3225/10186 [52:55<1:54:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3225/10186 [52:55<1:54:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3226/10186 [52:55<1:54:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3226/10186 [52:55<1:54:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3227/10186 [52:56<1:54:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3227/10186 [52:56<1:54:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3228/10186 [52:58<1:54:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3228/10186 [52:58<1:54:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3229/10186 [52:58<1:54:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3229/10186 [52:58<1:54:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3230/10186 [52:59<1:54:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3230/10186 [52:59<1:54:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3231/10186 [53:00<1:54:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3231/10186 [53:00<1:54:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3232/10186 [53:02<1:54:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3232/10186 [53:02<1:54:06,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3233/10186 [53:02<1:54:05,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  32%|▎| 3233/10186 [53:02<1:54:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3234/10186 [53:03<1:54:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3234/10186 [53:03<1:54:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3235/10186 [53:03<1:54:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3235/10186 [53:03<1:54:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3236/10186 [53:06<1:54:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3236/10186 [53:06<1:54:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3237/10186 [53:06<1:54:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3237/10186 [53:06<1:54:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3238/10186 [53:07<1:53:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3238/10186 [53:07<1:53:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3239/10186 [53:07<1:53:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3239/10186 [53:07<1:53:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3240/10186 [53:10<1:53:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3240/10186 [53:10<1:53:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3241/10186 [53:10<1:53:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3241/10186 [53:10<1:53:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3242/10186 [53:11<1:53:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3242/10186 [53:11<1:53:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3243/10186 [53:11<1:53:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3243/10186 [53:11<1:53:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3244/10186 [53:13<1:53:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3244/10186 [53:13<1:53:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3245/10186 [53:14<1:53:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3245/10186 [53:14<1:53:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3246/10186 [53:15<1:53:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3246/10186 [53:15<1:53:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3247/10186 [53:15<1:53:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3247/10186 [53:15<1:53:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3248/10186 [53:17<1:53:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3248/10186 [53:17<1:53:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3249/10186 [53:18<1:53:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3249/10186 [53:18<1:53:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3250/10186 [53:18<1:53:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3250/10186 [53:18<1:53:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3251/10186 [53:19<1:53:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3251/10186 [53:19<1:53:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3252/10186 [53:21<1:53:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3252/10186 [53:21<1:53:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3253/10186 [53:22<1:53:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3253/10186 [53:22<1:53:44,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3254/10186 [53:22<1:53:42,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  32%|▎| 3254/10186 [53:22<1:53:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3255/10186 [53:23<1:53:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3255/10186 [53:23<1:53:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3256/10186 [53:25<1:53:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3256/10186 [53:25<1:53:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3257/10186 [53:26<1:53:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3257/10186 [53:26<1:53:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3258/10186 [53:26<1:53:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3258/10186 [53:26<1:53:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3259/10186 [53:27<1:53:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3259/10186 [53:27<1:53:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3260/10186 [53:29<1:53:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3260/10186 [53:29<1:53:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3261/10186 [53:30<1:53:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3261/10186 [53:30<1:53:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3262/10186 [53:30<1:53:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3262/10186 [53:30<1:53:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3263/10186 [53:31<1:53:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3263/10186 [53:31<1:53:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3264/10186 [53:33<1:53:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3264/10186 [53:33<1:53:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3265/10186 [53:33<1:53:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3265/10186 [53:33<1:53:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3266/10186 [53:34<1:53:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3266/10186 [53:34<1:53:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3267/10186 [53:35<1:53:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3267/10186 [53:35<1:53:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3268/10186 [53:37<1:53:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3268/10186 [53:37<1:53:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3269/10186 [53:37<1:53:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3269/10186 [53:37<1:53:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3270/10186 [53:38<1:53:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3270/10186 [53:38<1:53:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3271/10186 [53:38<1:53:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3271/10186 [53:38<1:53:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3272/10186 [53:41<1:53:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3272/10186 [53:41<1:53:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3273/10186 [53:41<1:53:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3273/10186 [53:41<1:53:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3274/10186 [53:42<1:53:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3274/10186 [53:42<1:53:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3275/10186 [53:42<1:53:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3275/10186 [53:42<1:53:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3276/10186 [53:45<1:53:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3276/10186 [53:45<1:53:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3277/10186 [53:45<1:53:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3277/10186 [53:45<1:53:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3278/10186 [53:46<1:53:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3278/10186 [53:46<1:53:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3279/10186 [53:46<1:53:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3279/10186 [53:46<1:53:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3280/10186 [53:48<1:53:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3280/10186 [53:48<1:53:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3281/10186 [53:49<1:53:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3281/10186 [53:49<1:53:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3282/10186 [53:50<1:53:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3282/10186 [53:50<1:53:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3283/10186 [53:50<1:53:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3283/10186 [53:50<1:53:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3284/10186 [53:52<1:53:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3284/10186 [53:52<1:53:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3285/10186 [53:53<1:53:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3285/10186 [53:53<1:53:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3286/10186 [53:53<1:53:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3286/10186 [53:53<1:53:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3287/10186 [53:54<1:53:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3287/10186 [53:54<1:53:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3288/10186 [53:56<1:53:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3288/10186 [53:56<1:53:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3289/10186 [53:57<1:53:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3289/10186 [53:57<1:53:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3290/10186 [53:57<1:53:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3290/10186 [53:57<1:53:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3291/10186 [53:58<1:53:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3291/10186 [53:58<1:53:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3292/10186 [54:00<1:53:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3292/10186 [54:00<1:53:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3293/10186 [54:01<1:53:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3293/10186 [54:01<1:53:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3294/10186 [54:01<1:53:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3294/10186 [54:01<1:53:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3295/10186 [54:02<1:53:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3295/10186 [54:02<1:53:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3296/10186 [54:04<1:53:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3296/10186 [54:04<1:53:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3297/10186 [54:05<1:53:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3297/10186 [54:05<1:53:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3298/10186 [54:05<1:52:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3298/10186 [54:05<1:52:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3299/10186 [54:06<1:52:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3299/10186 [54:06<1:52:56,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3300/10186 [54:08<1:52:58,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  32%|▎| 3300/10186 [54:08<1:52:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3301/10186 [54:08<1:52:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3301/10186 [54:08<1:52:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3302/10186 [54:09<1:52:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3302/10186 [54:09<1:52:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3303/10186 [54:10<1:52:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3303/10186 [54:10<1:52:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3304/10186 [54:12<1:52:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  32%|▎| 3304/10186 [54:12<1:52:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3305/10186 [54:12<1:52:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3305/10186 [54:12<1:52:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3306/10186 [54:13<1:52:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3306/10186 [54:13<1:52:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3307/10186 [54:13<1:52:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3307/10186 [54:13<1:52:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3308/10186 [54:16<1:52:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3308/10186 [54:16<1:52:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3309/10186 [54:16<1:52:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3309/10186 [54:16<1:52:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 3310/10186 [54:17<1:52:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  32%|▎| 3310/10186 [54:17<1:52:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3311/10186 [54:17<1:52:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3311/10186 [54:17<1:52:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3312/10186 [54:20<1:52:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3312/10186 [54:20<1:52:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3313/10186 [54:20<1:52:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3313/10186 [54:20<1:52:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3314/10186 [54:21<1:52:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3314/10186 [54:21<1:52:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3315/10186 [54:21<1:52:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3315/10186 [54:21<1:52:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3316/10186 [54:23<1:52:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3316/10186 [54:23<1:52:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3317/10186 [54:24<1:52:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3317/10186 [54:24<1:52:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3318/10186 [54:25<1:52:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3318/10186 [54:25<1:52:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3319/10186 [54:25<1:52:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3319/10186 [54:25<1:52:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3320/10186 [54:27<1:52:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3320/10186 [54:27<1:52:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3321/10186 [54:28<1:52:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3321/10186 [54:28<1:52:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3322/10186 [54:28<1:52:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3322/10186 [54:28<1:52:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3323/10186 [54:29<1:52:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3323/10186 [54:29<1:52:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3324/10186 [54:31<1:52:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  33%|▎| 3324/10186 [54:31<1:52:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3325/10186 [54:32<1:52:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3325/10186 [54:32<1:52:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3326/10186 [54:32<1:52:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3326/10186 [54:32<1:52:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3327/10186 [54:33<1:52:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3327/10186 [54:33<1:52:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3328/10186 [54:35<1:52:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3328/10186 [54:35<1:52:30,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3329/10186 [54:36<1:52:28,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  33%|▎| 3329/10186 [54:36<1:52:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3330/10186 [54:36<1:52:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3330/10186 [54:36<1:52:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3331/10186 [54:37<1:52:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3331/10186 [54:37<1:52:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3332/10186 [54:39<1:52:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3332/10186 [54:39<1:52:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3333/10186 [54:40<1:52:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3333/10186 [54:40<1:52:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3334/10186 [54:40<1:52:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3334/10186 [54:40<1:52:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3335/10186 [54:41<1:52:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3335/10186 [54:41<1:52:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3336/10186 [54:43<1:52:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3336/10186 [54:43<1:52:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3337/10186 [54:43<1:52:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3337/10186 [54:43<1:52:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3338/10186 [54:44<1:52:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3338/10186 [54:44<1:52:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3339/10186 [54:45<1:52:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3339/10186 [54:45<1:52:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3340/10186 [54:47<1:52:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3340/10186 [54:47<1:52:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3341/10186 [54:47<1:52:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3341/10186 [54:47<1:52:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3342/10186 [54:48<1:52:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3342/10186 [54:48<1:52:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3343/10186 [54:48<1:52:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3343/10186 [54:48<1:52:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3344/10186 [54:51<1:52:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3344/10186 [54:51<1:52:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3345/10186 [54:51<1:52:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3345/10186 [54:51<1:52:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3346/10186 [54:52<1:52:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3346/10186 [54:52<1:52:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3347/10186 [54:52<1:52:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3347/10186 [54:52<1:52:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3348/10186 [54:55<1:52:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3348/10186 [54:55<1:52:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3349/10186 [54:55<1:52:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3349/10186 [54:55<1:52:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3350/10186 [54:56<1:52:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3350/10186 [54:56<1:52:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3351/10186 [54:56<1:52:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3351/10186 [54:56<1:52:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3352/10186 [54:58<1:52:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3352/10186 [54:58<1:52:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3353/10186 [54:59<1:52:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3353/10186 [54:59<1:52:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3354/10186 [55:00<1:52:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3354/10186 [55:00<1:52:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3355/10186 [55:00<1:52:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3355/10186 [55:00<1:52:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3356/10186 [55:02<1:52:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3356/10186 [55:02<1:52:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3357/10186 [55:03<1:52:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3357/10186 [55:03<1:52:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3358/10186 [55:03<1:51:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  33%|▎| 3358/10186 [55:03<1:51:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3359/10186 [55:04<1:51:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3359/10186 [55:04<1:51:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3360/10186 [55:06<1:51:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3360/10186 [55:06<1:51:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3361/10186 [55:07<1:51:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  33%|▎| 3361/10186 [55:07<1:51:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3362/10186 [55:07<1:51:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3362/10186 [55:07<1:51:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3363/10186 [55:08<1:51:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3363/10186 [55:08<1:51:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3364/10186 [55:10<1:51:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3364/10186 [55:10<1:51:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3365/10186 [55:11<1:51:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3365/10186 [55:11<1:51:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3366/10186 [55:11<1:51:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3366/10186 [55:11<1:51:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3367/10186 [55:12<1:51:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3367/10186 [55:12<1:51:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3368/10186 [55:14<1:51:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3368/10186 [55:14<1:51:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3369/10186 [55:15<1:51:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3369/10186 [55:15<1:51:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3370/10186 [55:15<1:51:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3370/10186 [55:15<1:51:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3371/10186 [55:16<1:51:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3371/10186 [55:16<1:51:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3372/10186 [55:18<1:51:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3372/10186 [55:18<1:51:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3373/10186 [55:18<1:51:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3373/10186 [55:18<1:51:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3374/10186 [55:19<1:51:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3374/10186 [55:19<1:51:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3375/10186 [55:20<1:51:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3375/10186 [55:20<1:51:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3376/10186 [55:22<1:51:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  33%|▎| 3376/10186 [55:22<1:51:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3377/10186 [55:22<1:51:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3377/10186 [55:22<1:51:39,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3378/10186 [55:23<1:51:38,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  33%|▎| 3378/10186 [55:23<1:51:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3379/10186 [55:23<1:51:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3379/10186 [55:23<1:51:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3380/10186 [55:26<1:51:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3380/10186 [55:26<1:51:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3381/10186 [55:26<1:51:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3381/10186 [55:26<1:51:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3382/10186 [55:27<1:51:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3382/10186 [55:27<1:51:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3383/10186 [55:27<1:51:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  33%|▎| 3383/10186 [55:27<1:51:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3384/10186 [55:30<1:51:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3384/10186 [55:30<1:51:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3385/10186 [55:30<1:51:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3385/10186 [55:30<1:51:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3386/10186 [55:31<1:51:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3386/10186 [55:31<1:51:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3387/10186 [55:31<1:51:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3387/10186 [55:31<1:51:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3388/10186 [55:33<1:51:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3388/10186 [55:33<1:51:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3389/10186 [55:34<1:51:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3389/10186 [55:34<1:51:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3390/10186 [55:35<1:51:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3390/10186 [55:35<1:51:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3391/10186 [55:35<1:51:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3391/10186 [55:35<1:51:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3392/10186 [55:37<1:51:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3392/10186 [55:37<1:51:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3393/10186 [55:38<1:51:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3393/10186 [55:38<1:51:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3394/10186 [55:38<1:51:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3394/10186 [55:38<1:51:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3395/10186 [55:39<1:51:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3395/10186 [55:39<1:51:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3396/10186 [55:41<1:51:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3396/10186 [55:41<1:51:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3397/10186 [55:42<1:51:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3397/10186 [55:42<1:51:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3398/10186 [55:42<1:51:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3398/10186 [55:42<1:51:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3399/10186 [55:43<1:51:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3399/10186 [55:43<1:51:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3400/10186 [55:45<1:51:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3400/10186 [55:45<1:51:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3401/10186 [55:46<1:51:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3401/10186 [55:46<1:51:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3402/10186 [55:46<1:51:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  33%|▎| 3402/10186 [55:46<1:51:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3403/10186 [55:47<1:51:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3403/10186 [55:47<1:51:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3404/10186 [55:49<1:51:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3404/10186 [55:49<1:51:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3405/10186 [55:50<1:51:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3405/10186 [55:50<1:51:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3406/10186 [55:50<1:51:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3406/10186 [55:50<1:51:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3407/10186 [55:51<1:51:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3407/10186 [55:51<1:51:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3408/10186 [55:53<1:51:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3408/10186 [55:53<1:51:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3409/10186 [55:53<1:51:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3409/10186 [55:53<1:51:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3410/10186 [55:54<1:51:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3410/10186 [55:54<1:51:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3411/10186 [55:55<1:51:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3411/10186 [55:55<1:51:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 3412/10186 [55:57<1:51:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  33%|▎| 3412/10186 [55:57<1:51:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3413/10186 [55:57<1:51:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3413/10186 [55:57<1:51:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3414/10186 [55:58<1:51:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3414/10186 [55:58<1:51:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3415/10186 [55:58<1:50:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3415/10186 [55:58<1:50:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3416/10186 [56:01<1:51:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3416/10186 [56:01<1:51:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3417/10186 [56:01<1:50:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3417/10186 [56:01<1:50:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3418/10186 [56:02<1:50:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3418/10186 [56:02<1:50:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3419/10186 [56:02<1:50:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3419/10186 [56:02<1:50:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3420/10186 [56:05<1:50:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3420/10186 [56:05<1:50:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3421/10186 [56:05<1:50:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3421/10186 [56:05<1:50:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3422/10186 [56:06<1:50:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3422/10186 [56:06<1:50:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3423/10186 [56:06<1:50:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3423/10186 [56:06<1:50:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3424/10186 [56:09<1:50:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3424/10186 [56:09<1:50:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3425/10186 [56:09<1:50:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3425/10186 [56:09<1:50:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3426/10186 [56:10<1:50:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3426/10186 [56:10<1:50:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3427/10186 [56:10<1:50:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3427/10186 [56:10<1:50:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3428/10186 [56:12<1:50:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3428/10186 [56:12<1:50:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3429/10186 [56:13<1:50:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3429/10186 [56:13<1:50:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3430/10186 [56:13<1:50:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3430/10186 [56:13<1:50:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3431/10186 [56:14<1:50:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3431/10186 [56:14<1:50:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3432/10186 [56:16<1:50:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3432/10186 [56:16<1:50:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3433/10186 [56:17<1:50:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3433/10186 [56:17<1:50:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3434/10186 [56:17<1:50:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3434/10186 [56:17<1:50:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3435/10186 [56:18<1:50:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3435/10186 [56:18<1:50:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3436/10186 [56:20<1:50:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3436/10186 [56:20<1:50:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3437/10186 [56:21<1:50:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3437/10186 [56:21<1:50:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3438/10186 [56:21<1:50:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3438/10186 [56:21<1:50:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3439/10186 [56:22<1:50:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3439/10186 [56:22<1:50:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3440/10186 [56:24<1:50:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3440/10186 [56:24<1:50:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3441/10186 [56:25<1:50:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3441/10186 [56:25<1:50:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3442/10186 [56:25<1:50:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3442/10186 [56:25<1:50:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3443/10186 [56:26<1:50:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3443/10186 [56:26<1:50:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3444/10186 [56:28<1:50:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3444/10186 [56:28<1:50:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3445/10186 [56:28<1:50:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3445/10186 [56:28<1:50:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3446/10186 [56:29<1:50:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3446/10186 [56:29<1:50:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3447/10186 [56:30<1:50:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3447/10186 [56:30<1:50:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3448/10186 [56:32<1:50:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3448/10186 [56:32<1:50:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3449/10186 [56:32<1:50:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3449/10186 [56:32<1:50:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3450/10186 [56:33<1:50:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3450/10186 [56:33<1:50:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3451/10186 [56:33<1:50:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3451/10186 [56:33<1:50:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3452/10186 [56:36<1:50:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3452/10186 [56:36<1:50:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3453/10186 [56:36<1:50:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3453/10186 [56:36<1:50:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3454/10186 [56:37<1:50:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3454/10186 [56:37<1:50:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3455/10186 [56:37<1:50:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3455/10186 [56:37<1:50:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3456/10186 [56:40<1:50:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3456/10186 [56:40<1:50:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3457/10186 [56:40<1:50:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3457/10186 [56:40<1:50:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3458/10186 [56:41<1:50:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3458/10186 [56:41<1:50:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3459/10186 [56:41<1:50:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3459/10186 [56:41<1:50:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3460/10186 [56:43<1:50:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3460/10186 [56:43<1:50:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3461/10186 [56:44<1:50:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3461/10186 [56:44<1:50:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3462/10186 [56:45<1:50:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3462/10186 [56:45<1:50:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3463/10186 [56:45<1:50:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3463/10186 [56:45<1:50:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3464/10186 [56:47<1:50:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3464/10186 [56:47<1:50:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3465/10186 [56:48<1:50:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3465/10186 [56:48<1:50:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3466/10186 [56:48<1:50:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3466/10186 [56:48<1:50:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3467/10186 [56:49<1:50:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3467/10186 [56:49<1:50:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3468/10186 [56:51<1:50:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3468/10186 [56:51<1:50:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3469/10186 [56:52<1:50:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3469/10186 [56:52<1:50:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3470/10186 [56:52<1:50:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3470/10186 [56:52<1:50:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3471/10186 [56:53<1:50:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3471/10186 [56:53<1:50:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3472/10186 [56:55<1:50:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3472/10186 [56:55<1:50:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3473/10186 [56:56<1:50:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3473/10186 [56:56<1:50:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3474/10186 [56:56<1:50:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3474/10186 [56:56<1:50:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3475/10186 [56:57<1:49:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3475/10186 [56:57<1:49:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3476/10186 [56:59<1:50:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3476/10186 [56:59<1:50:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3477/10186 [57:00<1:49:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3477/10186 [57:00<1:49:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3478/10186 [57:00<1:49:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3478/10186 [57:00<1:49:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3479/10186 [57:01<1:49:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3479/10186 [57:01<1:49:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3480/10186 [57:03<1:49:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3480/10186 [57:03<1:49:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3481/10186 [57:03<1:49:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3481/10186 [57:03<1:49:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3482/10186 [57:04<1:49:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3482/10186 [57:04<1:49:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3483/10186 [57:05<1:49:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3483/10186 [57:05<1:49:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3484/10186 [57:07<1:49:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3484/10186 [57:07<1:49:52,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3485/10186 [57:07<1:49:51,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  34%|▎| 3485/10186 [57:07<1:49:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3486/10186 [57:08<1:49:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3486/10186 [57:08<1:49:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3487/10186 [57:08<1:49:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3487/10186 [57:08<1:49:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3488/10186 [57:11<1:49:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3488/10186 [57:11<1:49:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3489/10186 [57:11<1:49:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3489/10186 [57:11<1:49:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3490/10186 [57:12<1:49:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3490/10186 [57:12<1:49:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3491/10186 [57:12<1:49:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3491/10186 [57:12<1:49:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3492/10186 [57:15<1:49:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3492/10186 [57:15<1:49:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3493/10186 [57:15<1:49:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  34%|▎| 3493/10186 [57:15<1:49:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3494/10186 [57:16<1:49:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3494/10186 [57:16<1:49:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3495/10186 [57:16<1:49:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3495/10186 [57:16<1:49:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3496/10186 [57:18<1:49:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3496/10186 [57:18<1:49:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3497/10186 [57:19<1:49:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3497/10186 [57:19<1:49:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3498/10186 [57:20<1:49:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3498/10186 [57:20<1:49:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3499/10186 [57:20<1:49:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3499/10186 [57:20<1:49:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3500/10186 [57:22<1:49:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3500/10186 [57:22<1:49:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3501/10186 [57:23<1:49:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3501/10186 [57:23<1:49:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3502/10186 [57:23<1:49:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3502/10186 [57:23<1:49:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3503/10186 [57:24<1:49:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3503/10186 [57:24<1:49:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3504/10186 [57:26<1:49:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3504/10186 [57:26<1:49:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3505/10186 [57:27<1:49:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3505/10186 [57:27<1:49:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3506/10186 [57:27<1:49:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3506/10186 [57:27<1:49:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3507/10186 [57:28<1:49:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3507/10186 [57:28<1:49:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3508/10186 [57:30<1:49:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3508/10186 [57:30<1:49:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3509/10186 [57:31<1:49:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3509/10186 [57:31<1:49:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3510/10186 [57:31<1:49:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3510/10186 [57:31<1:49:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3511/10186 [57:32<1:49:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3511/10186 [57:32<1:49:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3512/10186 [57:34<1:49:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3512/10186 [57:34<1:49:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3513/10186 [57:35<1:49:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3513/10186 [57:35<1:49:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 3514/10186 [57:35<1:49:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  34%|▎| 3514/10186 [57:35<1:49:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3515/10186 [57:36<1:49:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3515/10186 [57:36<1:49:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3516/10186 [57:38<1:49:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3516/10186 [57:38<1:49:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3517/10186 [57:38<1:49:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3517/10186 [57:38<1:49:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3518/10186 [57:39<1:49:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3518/10186 [57:39<1:49:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3519/10186 [57:40<1:49:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3519/10186 [57:40<1:49:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3520/10186 [57:42<1:49:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3520/10186 [57:42<1:49:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3521/10186 [57:42<1:49:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3521/10186 [57:42<1:49:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3522/10186 [57:43<1:49:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3522/10186 [57:43<1:49:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3523/10186 [57:43<1:49:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3523/10186 [57:43<1:49:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3524/10186 [57:46<1:49:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3524/10186 [57:46<1:49:12,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3525/10186 [57:46<1:49:10,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  35%|▎| 3525/10186 [57:46<1:49:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3526/10186 [57:47<1:49:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3526/10186 [57:47<1:49:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3527/10186 [57:47<1:49:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3527/10186 [57:47<1:49:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3528/10186 [57:49<1:49:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3528/10186 [57:49<1:49:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3529/10186 [57:50<1:49:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3529/10186 [57:50<1:49:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3530/10186 [57:51<1:49:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3530/10186 [57:51<1:49:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3531/10186 [57:51<1:49:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3531/10186 [57:51<1:49:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3532/10186 [57:53<1:49:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3532/10186 [57:53<1:49:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3533/10186 [57:54<1:49:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3533/10186 [57:54<1:49:02,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3534/10186 [57:54<1:49:00,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  35%|▎| 3534/10186 [57:54<1:49:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3535/10186 [57:55<1:48:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3535/10186 [57:55<1:48:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3536/10186 [57:57<1:49:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3536/10186 [57:57<1:49:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3537/10186 [57:58<1:48:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3537/10186 [57:58<1:48:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3538/10186 [57:58<1:48:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3538/10186 [57:58<1:48:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3539/10186 [57:59<1:48:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3539/10186 [57:59<1:48:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3540/10186 [58:01<1:48:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3540/10186 [58:01<1:48:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3541/10186 [58:02<1:48:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3541/10186 [58:02<1:48:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3542/10186 [58:02<1:48:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3542/10186 [58:02<1:48:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3543/10186 [58:03<1:48:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3543/10186 [58:03<1:48:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3544/10186 [58:05<1:48:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3544/10186 [58:05<1:48:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3545/10186 [58:06<1:48:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3545/10186 [58:06<1:48:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3546/10186 [58:06<1:48:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3546/10186 [58:06<1:48:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3547/10186 [58:07<1:48:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3547/10186 [58:07<1:48:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3548/10186 [58:09<1:48:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3548/10186 [58:09<1:48:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3549/10186 [58:09<1:48:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3549/10186 [58:09<1:48:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3550/10186 [58:10<1:48:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3550/10186 [58:10<1:48:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3551/10186 [58:11<1:48:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3551/10186 [58:11<1:48:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3552/10186 [58:13<1:48:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3552/10186 [58:13<1:48:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3553/10186 [58:13<1:48:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3553/10186 [58:13<1:48:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3554/10186 [58:14<1:48:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3554/10186 [58:14<1:48:40,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3555/10186 [58:14<1:48:39,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  35%|▎| 3555/10186 [58:14<1:48:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3556/10186 [58:17<1:48:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3556/10186 [58:17<1:48:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3557/10186 [58:17<1:48:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3557/10186 [58:17<1:48:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3558/10186 [58:18<1:48:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3558/10186 [58:18<1:48:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3559/10186 [58:18<1:48:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3559/10186 [58:18<1:48:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3560/10186 [58:21<1:48:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3560/10186 [58:21<1:48:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3561/10186 [58:21<1:48:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3561/10186 [58:21<1:48:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3562/10186 [58:22<1:48:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3562/10186 [58:22<1:48:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3563/10186 [58:22<1:48:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3563/10186 [58:22<1:48:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3564/10186 [58:24<1:48:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3564/10186 [58:24<1:48:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3565/10186 [58:25<1:48:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3565/10186 [58:25<1:48:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3566/10186 [58:26<1:48:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3566/10186 [58:26<1:48:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3567/10186 [58:26<1:48:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3567/10186 [58:26<1:48:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3568/10186 [58:28<1:48:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3568/10186 [58:28<1:48:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3569/10186 [58:29<1:48:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3569/10186 [58:29<1:48:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3570/10186 [58:29<1:48:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3570/10186 [58:29<1:48:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3571/10186 [58:30<1:48:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3571/10186 [58:30<1:48:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3572/10186 [58:32<1:48:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3572/10186 [58:32<1:48:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3573/10186 [58:33<1:48:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3573/10186 [58:33<1:48:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3574/10186 [58:33<1:48:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3574/10186 [58:33<1:48:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3575/10186 [58:34<1:48:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3575/10186 [58:34<1:48:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3576/10186 [58:36<1:48:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3576/10186 [58:36<1:48:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3577/10186 [58:37<1:48:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3577/10186 [58:37<1:48:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3578/10186 [58:37<1:48:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3578/10186 [58:37<1:48:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3579/10186 [58:38<1:48:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3579/10186 [58:38<1:48:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3580/10186 [58:40<1:48:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3580/10186 [58:40<1:48:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3581/10186 [58:41<1:48:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3581/10186 [58:41<1:48:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3582/10186 [58:41<1:48:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3582/10186 [58:41<1:48:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3583/10186 [58:42<1:48:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3583/10186 [58:42<1:48:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3584/10186 [58:44<1:48:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3584/10186 [58:44<1:48:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3585/10186 [58:44<1:48:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3585/10186 [58:44<1:48:10,  1.02it/s, v_num=0gjq, train/loss=5."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3586/10186 [58:45<1:48:08,  1.02it/s, v_num=0gjq, train/loss=5.\r",
+      "Epoch 0:  35%|▎| 3586/10186 [58:45<1:48:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3587/10186 [58:46<1:48:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3587/10186 [58:46<1:48:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3588/10186 [58:48<1:48:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3588/10186 [58:48<1:48:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3589/10186 [58:48<1:48:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3589/10186 [58:48<1:48:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3590/10186 [58:49<1:48:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3590/10186 [58:49<1:48:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3591/10186 [58:49<1:48:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3591/10186 [58:49<1:48:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3592/10186 [58:52<1:48:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3592/10186 [58:52<1:48:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3593/10186 [58:52<1:48:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3593/10186 [58:52<1:48:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3594/10186 [58:53<1:48:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3594/10186 [58:53<1:48:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3595/10186 [58:53<1:47:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3595/10186 [58:53<1:47:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3596/10186 [58:56<1:48:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3596/10186 [58:56<1:48:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3597/10186 [58:56<1:47:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3597/10186 [58:56<1:47:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3598/10186 [58:57<1:47:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3598/10186 [58:57<1:47:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3599/10186 [58:57<1:47:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3599/10186 [58:57<1:47:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3600/10186 [58:59<1:47:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3600/10186 [58:59<1:47:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3601/10186 [59:00<1:47:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3601/10186 [59:00<1:47:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3602/10186 [59:01<1:47:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3602/10186 [59:01<1:47:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3603/10186 [59:01<1:47:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3603/10186 [59:01<1:47:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3604/10186 [59:03<1:47:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3604/10186 [59:03<1:47:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3605/10186 [59:04<1:47:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3605/10186 [59:04<1:47:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3606/10186 [59:04<1:47:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3606/10186 [59:04<1:47:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3607/10186 [59:05<1:47:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3607/10186 [59:05<1:47:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3608/10186 [59:07<1:47:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3608/10186 [59:07<1:47:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3609/10186 [59:08<1:47:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3609/10186 [59:08<1:47:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3610/10186 [59:08<1:47:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3610/10186 [59:08<1:47:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3611/10186 [59:09<1:47:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3611/10186 [59:09<1:47:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3612/10186 [59:11<1:47:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3612/10186 [59:11<1:47:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3613/10186 [59:12<1:47:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3613/10186 [59:12<1:47:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3614/10186 [59:12<1:47:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3614/10186 [59:12<1:47:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3615/10186 [59:13<1:47:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  35%|▎| 3615/10186 [59:13<1:47:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 3616/10186 [59:15<1:47:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  35%|▎| 3616/10186 [59:15<1:47:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3617/10186 [59:16<1:47:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3617/10186 [59:16<1:47:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3618/10186 [59:16<1:47:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3618/10186 [59:16<1:47:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3619/10186 [59:17<1:47:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3619/10186 [59:17<1:47:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3620/10186 [59:19<1:47:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3620/10186 [59:19<1:47:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3621/10186 [59:19<1:47:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3621/10186 [59:19<1:47:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3622/10186 [59:20<1:47:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3622/10186 [59:20<1:47:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3623/10186 [59:21<1:47:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3623/10186 [59:21<1:47:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3624/10186 [59:23<1:47:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3624/10186 [59:23<1:47:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3625/10186 [59:23<1:47:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3625/10186 [59:23<1:47:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3626/10186 [59:24<1:47:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3626/10186 [59:24<1:47:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3627/10186 [59:24<1:47:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3627/10186 [59:24<1:47:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3628/10186 [59:27<1:47:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3628/10186 [59:27<1:47:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3629/10186 [59:27<1:47:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3629/10186 [59:27<1:47:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3630/10186 [59:28<1:47:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3630/10186 [59:28<1:47:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3631/10186 [59:28<1:47:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3631/10186 [59:28<1:47:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3632/10186 [59:31<1:47:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3632/10186 [59:31<1:47:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3633/10186 [59:31<1:47:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  36%|▎| 3633/10186 [59:31<1:47:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3634/10186 [59:32<1:47:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3634/10186 [59:32<1:47:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3635/10186 [59:32<1:47:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3635/10186 [59:32<1:47:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3636/10186 [59:34<1:47:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3636/10186 [59:34<1:47:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3637/10186 [59:35<1:47:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  36%|▎| 3637/10186 [59:35<1:47:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3638/10186 [59:36<1:47:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3638/10186 [59:36<1:47:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3639/10186 [59:36<1:47:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3639/10186 [59:36<1:47:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3640/10186 [59:38<1:47:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3640/10186 [59:38<1:47:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3641/10186 [59:39<1:47:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3641/10186 [59:39<1:47:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3642/10186 [59:39<1:47:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3642/10186 [59:39<1:47:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3643/10186 [59:40<1:47:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3643/10186 [59:40<1:47:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3644/10186 [59:42<1:47:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3644/10186 [59:42<1:47:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3645/10186 [59:43<1:47:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3645/10186 [59:43<1:47:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3646/10186 [59:43<1:47:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3646/10186 [59:43<1:47:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3647/10186 [59:44<1:47:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3647/10186 [59:44<1:47:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3648/10186 [59:46<1:47:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3648/10186 [59:46<1:47:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3649/10186 [59:47<1:47:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3649/10186 [59:47<1:47:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3650/10186 [59:47<1:47:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3650/10186 [59:47<1:47:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3651/10186 [59:48<1:47:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3651/10186 [59:48<1:47:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3652/10186 [59:50<1:47:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  36%|▎| 3652/10186 [59:50<1:47:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3653/10186 [59:51<1:47:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  36%|▎| 3653/10186 [59:51<1:47:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3654/10186 [59:51<1:47:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3654/10186 [59:51<1:47:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3655/10186 [59:52<1:46:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3655/10186 [59:52<1:46:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3656/10186 [59:54<1:47:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  36%|▎| 3656/10186 [59:54<1:47:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3657/10186 [59:54<1:46:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3657/10186 [59:54<1:46:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3658/10186 [59:55<1:46:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3658/10186 [59:55<1:46:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3659/10186 [59:56<1:46:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3659/10186 [59:56<1:46:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3660/10186 [59:58<1:46:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  36%|▎| 3660/10186 [59:58<1:46:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3661/10186 [59:58<1:46:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3661/10186 [59:58<1:46:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3662/10186 [59:59<1:46:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3662/10186 [59:59<1:46:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3663/10186 [59:59<1:46:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  36%|▎| 3663/10186 [59:59<1:46:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3664/10186 [1:00:02<1:46:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3664/10186 [1:00:02<1:46:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3665/10186 [1:00:02<1:46:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3665/10186 [1:00:02<1:46:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3666/10186 [1:00:03<1:46:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3666/10186 [1:00:03<1:46:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3667/10186 [1:00:03<1:46:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3667/10186 [1:00:03<1:46:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3668/10186 [1:00:06<1:46:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3668/10186 [1:00:06<1:46:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3669/10186 [1:00:06<1:46:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3669/10186 [1:00:06<1:46:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3670/10186 [1:00:07<1:46:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3670/10186 [1:00:07<1:46:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3671/10186 [1:00:07<1:46:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3671/10186 [1:00:07<1:46:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3672/10186 [1:00:09<1:46:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3672/10186 [1:00:09<1:46:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3673/10186 [1:00:10<1:46:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3673/10186 [1:00:10<1:46:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3674/10186 [1:00:11<1:46:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3674/10186 [1:00:11<1:46:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  36%|▎| 3675/10186 [1:00:11<1:46:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3675/10186 [1:00:11<1:46:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3676/10186 [1:00:13<1:46:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3676/10186 [1:00:13<1:46:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3677/10186 [1:00:14<1:46:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3677/10186 [1:00:14<1:46:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3678/10186 [1:00:14<1:46:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3678/10186 [1:00:14<1:46:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3679/10186 [1:00:15<1:46:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3679/10186 [1:00:15<1:46:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3680/10186 [1:00:17<1:46:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3680/10186 [1:00:17<1:46:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3681/10186 [1:00:18<1:46:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3681/10186 [1:00:18<1:46:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  36%|▎| 3682/10186 [1:00:18<1:46:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3682/10186 [1:00:18<1:46:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3683/10186 [1:00:19<1:46:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3683/10186 [1:00:19<1:46:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3684/10186 [1:00:21<1:46:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3684/10186 [1:00:21<1:46:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3685/10186 [1:00:22<1:46:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3685/10186 [1:00:22<1:46:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3686/10186 [1:00:22<1:46:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3686/10186 [1:00:22<1:46:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3687/10186 [1:00:23<1:46:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3687/10186 [1:00:23<1:46:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3688/10186 [1:00:25<1:46:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3688/10186 [1:00:25<1:46:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3689/10186 [1:00:26<1:46:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3689/10186 [1:00:26<1:46:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3690/10186 [1:00:26<1:46:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3690/10186 [1:00:26<1:46:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3691/10186 [1:00:27<1:46:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3691/10186 [1:00:27<1:46:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3692/10186 [1:00:29<1:46:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3692/10186 [1:00:29<1:46:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3693/10186 [1:00:30<1:46:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3693/10186 [1:00:30<1:46:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3694/10186 [1:00:30<1:46:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3694/10186 [1:00:30<1:46:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3695/10186 [1:00:31<1:46:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3695/10186 [1:00:31<1:46:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3696/10186 [1:00:33<1:46:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3696/10186 [1:00:33<1:46:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3697/10186 [1:00:33<1:46:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3697/10186 [1:00:33<1:46:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3698/10186 [1:00:34<1:46:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3698/10186 [1:00:34<1:46:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3699/10186 [1:00:35<1:46:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3699/10186 [1:00:35<1:46:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3700/10186 [1:00:37<1:46:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3700/10186 [1:00:37<1:46:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3701/10186 [1:00:37<1:46:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3701/10186 [1:00:37<1:46:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3702/10186 [1:00:38<1:46:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3702/10186 [1:00:38<1:46:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3703/10186 [1:00:38<1:46:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3703/10186 [1:00:38<1:46:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3704/10186 [1:00:41<1:46:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3704/10186 [1:00:41<1:46:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3705/10186 [1:00:41<1:46:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3705/10186 [1:00:41<1:46:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3706/10186 [1:00:42<1:46:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3706/10186 [1:00:42<1:46:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3707/10186 [1:00:42<1:46:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3707/10186 [1:00:42<1:46:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3708/10186 [1:00:45<1:46:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3708/10186 [1:00:45<1:46:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3709/10186 [1:00:45<1:46:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3709/10186 [1:00:45<1:46:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3710/10186 [1:00:46<1:46:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3710/10186 [1:00:46<1:46:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3711/10186 [1:00:46<1:46:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3711/10186 [1:00:46<1:46:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3712/10186 [1:00:48<1:46:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3712/10186 [1:00:48<1:46:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3713/10186 [1:00:49<1:46:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3713/10186 [1:00:49<1:46:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3714/10186 [1:00:50<1:46:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3714/10186 [1:00:50<1:46:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3715/10186 [1:00:50<1:45:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3715/10186 [1:00:50<1:45:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3716/10186 [1:00:52<1:46:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3716/10186 [1:00:52<1:46:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 3717/10186 [1:00:53<1:45:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  36%|▎| 3717/10186 [1:00:53<1:45:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3718/10186 [1:00:53<1:45:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3718/10186 [1:00:53<1:45:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3719/10186 [1:00:54<1:45:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3719/10186 [1:00:54<1:45:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3720/10186 [1:00:56<1:45:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3720/10186 [1:00:56<1:45:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3721/10186 [1:00:57<1:45:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3721/10186 [1:00:57<1:45:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3722/10186 [1:00:57<1:45:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3722/10186 [1:00:57<1:45:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3723/10186 [1:00:58<1:45:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3723/10186 [1:00:58<1:45:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3724/10186 [1:01:00<1:45:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3724/10186 [1:01:00<1:45:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3725/10186 [1:01:01<1:45:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3725/10186 [1:01:01<1:45:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3726/10186 [1:01:01<1:45:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3726/10186 [1:01:01<1:45:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3727/10186 [1:01:02<1:45:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3727/10186 [1:01:02<1:45:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3728/10186 [1:01:04<1:45:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3728/10186 [1:01:04<1:45:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3729/10186 [1:01:05<1:45:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3729/10186 [1:01:05<1:45:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3730/10186 [1:01:05<1:45:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3730/10186 [1:01:05<1:45:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3731/10186 [1:01:06<1:45:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3731/10186 [1:01:06<1:45:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3732/10186 [1:01:08<1:45:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3732/10186 [1:01:08<1:45:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3733/10186 [1:01:08<1:45:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3733/10186 [1:01:08<1:45:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3734/10186 [1:01:09<1:45:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3734/10186 [1:01:09<1:45:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3735/10186 [1:01:10<1:45:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3735/10186 [1:01:10<1:45:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3736/10186 [1:01:12<1:45:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3736/10186 [1:01:12<1:45:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3737/10186 [1:01:12<1:45:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3737/10186 [1:01:12<1:45:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3738/10186 [1:01:13<1:45:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3738/10186 [1:01:13<1:45:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3739/10186 [1:01:13<1:45:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3739/10186 [1:01:13<1:45:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3740/10186 [1:01:16<1:45:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3740/10186 [1:01:16<1:45:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3741/10186 [1:01:16<1:45:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3741/10186 [1:01:16<1:45:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3742/10186 [1:01:17<1:45:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3742/10186 [1:01:17<1:45:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3743/10186 [1:01:17<1:45:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3743/10186 [1:01:17<1:45:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3744/10186 [1:01:20<1:45:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3744/10186 [1:01:20<1:45:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3745/10186 [1:01:20<1:45:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3745/10186 [1:01:20<1:45:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3746/10186 [1:01:21<1:45:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3746/10186 [1:01:21<1:45:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3747/10186 [1:01:21<1:45:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3747/10186 [1:01:21<1:45:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3748/10186 [1:01:23<1:45:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3748/10186 [1:01:23<1:45:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3749/10186 [1:01:24<1:45:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3749/10186 [1:01:24<1:45:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3750/10186 [1:01:25<1:45:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3750/10186 [1:01:25<1:45:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3751/10186 [1:01:25<1:45:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3751/10186 [1:01:25<1:45:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3752/10186 [1:01:27<1:45:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3752/10186 [1:01:27<1:45:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3753/10186 [1:01:28<1:45:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3753/10186 [1:01:28<1:45:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3754/10186 [1:01:28<1:45:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3754/10186 [1:01:28<1:45:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3755/10186 [1:01:29<1:45:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3755/10186 [1:01:29<1:45:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3756/10186 [1:01:31<1:45:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3756/10186 [1:01:31<1:45:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3757/10186 [1:01:32<1:45:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3757/10186 [1:01:32<1:45:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3758/10186 [1:01:32<1:45:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3758/10186 [1:01:32<1:45:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3759/10186 [1:01:33<1:45:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3759/10186 [1:01:33<1:45:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3760/10186 [1:01:35<1:45:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3760/10186 [1:01:35<1:45:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3761/10186 [1:01:36<1:45:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3761/10186 [1:01:36<1:45:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3762/10186 [1:01:36<1:45:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3762/10186 [1:01:36<1:45:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3763/10186 [1:01:37<1:45:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3763/10186 [1:01:37<1:45:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3764/10186 [1:01:39<1:45:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3764/10186 [1:01:39<1:45:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3765/10186 [1:01:40<1:45:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3765/10186 [1:01:40<1:45:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3766/10186 [1:01:40<1:45:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3766/10186 [1:01:40<1:45:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3767/10186 [1:01:41<1:45:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3767/10186 [1:01:41<1:45:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3768/10186 [1:01:43<1:45:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3768/10186 [1:01:43<1:45:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3769/10186 [1:01:43<1:45:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3769/10186 [1:01:43<1:45:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3770/10186 [1:01:44<1:45:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3770/10186 [1:01:44<1:45:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3771/10186 [1:01:45<1:45:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3771/10186 [1:01:45<1:45:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3772/10186 [1:01:47<1:45:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3772/10186 [1:01:47<1:45:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3773/10186 [1:01:47<1:45:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3773/10186 [1:01:47<1:45:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3774/10186 [1:01:48<1:45:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3774/10186 [1:01:48<1:45:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3775/10186 [1:01:48<1:44:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3775/10186 [1:01:48<1:44:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3776/10186 [1:01:51<1:44:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3776/10186 [1:01:51<1:44:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3777/10186 [1:01:51<1:44:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3777/10186 [1:01:51<1:44:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3778/10186 [1:01:52<1:44:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3778/10186 [1:01:52<1:44:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3779/10186 [1:01:52<1:44:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3779/10186 [1:01:52<1:44:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3780/10186 [1:01:55<1:44:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3780/10186 [1:01:55<1:44:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3781/10186 [1:01:55<1:44:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3781/10186 [1:01:55<1:44:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3782/10186 [1:01:56<1:44:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3782/10186 [1:01:56<1:44:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3783/10186 [1:01:56<1:44:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3783/10186 [1:01:56<1:44:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3784/10186 [1:01:58<1:44:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3784/10186 [1:01:58<1:44:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3785/10186 [1:01:59<1:44:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3785/10186 [1:01:59<1:44:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3786/10186 [1:02:00<1:44:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3786/10186 [1:02:00<1:44:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3787/10186 [1:02:00<1:44:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3787/10186 [1:02:00<1:44:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3788/10186 [1:02:02<1:44:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3788/10186 [1:02:02<1:44:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3789/10186 [1:02:03<1:44:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3789/10186 [1:02:03<1:44:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3790/10186 [1:02:03<1:44:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3790/10186 [1:02:03<1:44:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3791/10186 [1:02:04<1:44:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3791/10186 [1:02:04<1:44:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3792/10186 [1:02:06<1:44:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3792/10186 [1:02:06<1:44:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3793/10186 [1:02:07<1:44:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3793/10186 [1:02:07<1:44:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3794/10186 [1:02:07<1:44:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3794/10186 [1:02:07<1:44:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3795/10186 [1:02:08<1:44:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3795/10186 [1:02:08<1:44:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3796/10186 [1:02:10<1:44:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3796/10186 [1:02:10<1:44:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3797/10186 [1:02:11<1:44:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3797/10186 [1:02:11<1:44:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3798/10186 [1:02:11<1:44:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3798/10186 [1:02:11<1:44:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3799/10186 [1:02:12<1:44:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3799/10186 [1:02:12<1:44:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3800/10186 [1:02:14<1:44:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3800/10186 [1:02:14<1:44:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3801/10186 [1:02:15<1:44:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3801/10186 [1:02:15<1:44:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3802/10186 [1:02:15<1:44:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3802/10186 [1:02:15<1:44:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3803/10186 [1:02:16<1:44:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3803/10186 [1:02:16<1:44:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3804/10186 [1:02:18<1:44:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3804/10186 [1:02:18<1:44:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3805/10186 [1:02:18<1:44:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3805/10186 [1:02:18<1:44:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3806/10186 [1:02:19<1:44:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3806/10186 [1:02:19<1:44:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3807/10186 [1:02:20<1:44:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3807/10186 [1:02:20<1:44:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3808/10186 [1:02:22<1:44:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3808/10186 [1:02:22<1:44:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3809/10186 [1:02:22<1:44:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3809/10186 [1:02:22<1:44:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3810/10186 [1:02:23<1:44:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3810/10186 [1:02:23<1:44:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3811/10186 [1:02:23<1:44:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3811/10186 [1:02:23<1:44:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3812/10186 [1:02:26<1:44:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3812/10186 [1:02:26<1:44:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3813/10186 [1:02:26<1:44:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3813/10186 [1:02:26<1:44:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3814/10186 [1:02:27<1:44:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3814/10186 [1:02:27<1:44:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3815/10186 [1:02:27<1:44:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3815/10186 [1:02:27<1:44:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3816/10186 [1:02:30<1:44:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3816/10186 [1:02:30<1:44:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3817/10186 [1:02:30<1:44:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3817/10186 [1:02:30<1:44:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3818/10186 [1:02:31<1:44:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  37%|▎| 3818/10186 [1:02:31<1:44:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3819/10186 [1:02:31<1:44:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 3819/10186 [1:02:31<1:44:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3820/10186 [1:02:33<1:44:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3820/10186 [1:02:33<1:44:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3821/10186 [1:02:34<1:44:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3821/10186 [1:02:34<1:44:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3822/10186 [1:02:35<1:44:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3822/10186 [1:02:35<1:44:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3823/10186 [1:02:35<1:44:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3823/10186 [1:02:35<1:44:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3824/10186 [1:02:37<1:44:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3824/10186 [1:02:37<1:44:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3825/10186 [1:02:38<1:44:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3825/10186 [1:02:38<1:44:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3826/10186 [1:02:38<1:44:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3826/10186 [1:02:38<1:44:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3827/10186 [1:02:39<1:44:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3827/10186 [1:02:39<1:44:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3828/10186 [1:02:41<1:44:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3828/10186 [1:02:41<1:44:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3829/10186 [1:02:42<1:44:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3829/10186 [1:02:42<1:44:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3830/10186 [1:02:42<1:44:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3830/10186 [1:02:42<1:44:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3831/10186 [1:02:43<1:44:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3831/10186 [1:02:43<1:44:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3832/10186 [1:02:45<1:44:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3832/10186 [1:02:45<1:44:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3833/10186 [1:02:46<1:44:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3833/10186 [1:02:46<1:44:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3834/10186 [1:02:46<1:44:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3834/10186 [1:02:46<1:44:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3835/10186 [1:02:47<1:43:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3835/10186 [1:02:47<1:43:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3836/10186 [1:02:49<1:43:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3836/10186 [1:02:49<1:43:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3837/10186 [1:02:50<1:43:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3837/10186 [1:02:50<1:43:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3838/10186 [1:02:50<1:43:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3838/10186 [1:02:50<1:43:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3839/10186 [1:02:51<1:43:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3839/10186 [1:02:51<1:43:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3840/10186 [1:02:53<1:43:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3840/10186 [1:02:53<1:43:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3841/10186 [1:02:53<1:43:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3841/10186 [1:02:53<1:43:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3842/10186 [1:02:54<1:43:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3842/10186 [1:02:54<1:43:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3843/10186 [1:02:55<1:43:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3843/10186 [1:02:55<1:43:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3844/10186 [1:02:57<1:43:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3844/10186 [1:02:57<1:43:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3845/10186 [1:02:57<1:43:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3845/10186 [1:02:57<1:43:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3846/10186 [1:02:58<1:43:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3846/10186 [1:02:58<1:43:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3847/10186 [1:02:58<1:43:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3847/10186 [1:02:58<1:43:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3848/10186 [1:03:01<1:43:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3848/10186 [1:03:01<1:43:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3849/10186 [1:03:01<1:43:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3849/10186 [1:03:01<1:43:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3850/10186 [1:03:02<1:43:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3850/10186 [1:03:02<1:43:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3851/10186 [1:03:02<1:43:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3851/10186 [1:03:02<1:43:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3852/10186 [1:03:05<1:43:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3852/10186 [1:03:05<1:43:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3853/10186 [1:03:05<1:43:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3853/10186 [1:03:05<1:43:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3854/10186 [1:03:06<1:43:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3854/10186 [1:03:06<1:43:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3855/10186 [1:03:06<1:43:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3855/10186 [1:03:06<1:43:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3856/10186 [1:03:08<1:43:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3856/10186 [1:03:08<1:43:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3857/10186 [1:03:09<1:43:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3857/10186 [1:03:09<1:43:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3858/10186 [1:03:10<1:43:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3858/10186 [1:03:10<1:43:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3859/10186 [1:03:10<1:43:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3859/10186 [1:03:10<1:43:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3860/10186 [1:03:12<1:43:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3860/10186 [1:03:12<1:43:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3861/10186 [1:03:13<1:43:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3861/10186 [1:03:13<1:43:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3862/10186 [1:03:13<1:43:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3862/10186 [1:03:13<1:43:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3863/10186 [1:03:14<1:43:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3863/10186 [1:03:14<1:43:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3864/10186 [1:03:16<1:43:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3864/10186 [1:03:16<1:43:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3865/10186 [1:03:17<1:43:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3865/10186 [1:03:17<1:43:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3866/10186 [1:03:17<1:43:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3866/10186 [1:03:17<1:43:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3867/10186 [1:03:18<1:43:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3867/10186 [1:03:18<1:43:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3868/10186 [1:03:20<1:43:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3868/10186 [1:03:20<1:43:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3869/10186 [1:03:21<1:43:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3869/10186 [1:03:21<1:43:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3870/10186 [1:03:21<1:43:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3870/10186 [1:03:21<1:43:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3871/10186 [1:03:22<1:43:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3871/10186 [1:03:22<1:43:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3872/10186 [1:03:24<1:43:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3872/10186 [1:03:24<1:43:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3873/10186 [1:03:25<1:43:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3873/10186 [1:03:25<1:43:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3874/10186 [1:03:25<1:43:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3874/10186 [1:03:25<1:43:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3875/10186 [1:03:26<1:43:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3875/10186 [1:03:26<1:43:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3876/10186 [1:03:28<1:43:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3876/10186 [1:03:28<1:43:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3877/10186 [1:03:28<1:43:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3877/10186 [1:03:28<1:43:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3878/10186 [1:03:29<1:43:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3878/10186 [1:03:29<1:43:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3879/10186 [1:03:30<1:43:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3879/10186 [1:03:30<1:43:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3880/10186 [1:03:32<1:43:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3880/10186 [1:03:32<1:43:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3881/10186 [1:03:32<1:43:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3881/10186 [1:03:32<1:43:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3882/10186 [1:03:33<1:43:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3882/10186 [1:03:33<1:43:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3883/10186 [1:03:33<1:43:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3883/10186 [1:03:33<1:43:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3884/10186 [1:03:36<1:43:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3884/10186 [1:03:36<1:43:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3885/10186 [1:03:36<1:43:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3885/10186 [1:03:36<1:43:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3886/10186 [1:03:37<1:43:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3886/10186 [1:03:37<1:43:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3887/10186 [1:03:37<1:43:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3887/10186 [1:03:37<1:43:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3888/10186 [1:03:40<1:43:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3888/10186 [1:03:40<1:43:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3889/10186 [1:03:40<1:43:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3889/10186 [1:03:40<1:43:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3890/10186 [1:03:41<1:43:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3890/10186 [1:03:41<1:43:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3891/10186 [1:03:41<1:43:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3891/10186 [1:03:41<1:43:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3892/10186 [1:03:43<1:43:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3892/10186 [1:03:43<1:43:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3893/10186 [1:03:44<1:43:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3893/10186 [1:03:44<1:43:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3894/10186 [1:03:45<1:43:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3894/10186 [1:03:45<1:43:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3895/10186 [1:03:45<1:42:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3895/10186 [1:03:45<1:42:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3896/10186 [1:03:47<1:42:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3896/10186 [1:03:47<1:42:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3897/10186 [1:03:48<1:42:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3897/10186 [1:03:48<1:42:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3898/10186 [1:03:48<1:42:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3898/10186 [1:03:48<1:42:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3899/10186 [1:03:49<1:42:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3899/10186 [1:03:49<1:42:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3900/10186 [1:03:51<1:42:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3900/10186 [1:03:51<1:42:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3901/10186 [1:03:52<1:42:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3901/10186 [1:03:52<1:42:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3902/10186 [1:03:52<1:42:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3902/10186 [1:03:52<1:42:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3903/10186 [1:03:53<1:42:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3903/10186 [1:03:53<1:42:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3904/10186 [1:03:55<1:42:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3904/10186 [1:03:55<1:42:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3905/10186 [1:03:56<1:42:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3905/10186 [1:03:56<1:42:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3906/10186 [1:03:56<1:42:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3906/10186 [1:03:56<1:42:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3907/10186 [1:03:57<1:42:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3907/10186 [1:03:57<1:42:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3908/10186 [1:03:59<1:42:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3908/10186 [1:03:59<1:42:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3909/10186 [1:04:00<1:42:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3909/10186 [1:04:00<1:42:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3910/10186 [1:04:00<1:42:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3910/10186 [1:04:00<1:42:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3911/10186 [1:04:01<1:42:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3911/10186 [1:04:01<1:42:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3912/10186 [1:04:03<1:42:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3912/10186 [1:04:03<1:42:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3913/10186 [1:04:03<1:42:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3913/10186 [1:04:03<1:42:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3914/10186 [1:04:04<1:42:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3914/10186 [1:04:04<1:42:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3915/10186 [1:04:05<1:42:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3915/10186 [1:04:05<1:42:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3916/10186 [1:04:07<1:42:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3916/10186 [1:04:07<1:42:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3917/10186 [1:04:07<1:42:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3917/10186 [1:04:07<1:42:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3918/10186 [1:04:08<1:42:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3918/10186 [1:04:08<1:42:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3919/10186 [1:04:08<1:42:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3919/10186 [1:04:08<1:42:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3920/10186 [1:04:11<1:42:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3920/10186 [1:04:11<1:42:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 3921/10186 [1:04:11<1:42:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  38%|▍| 3921/10186 [1:04:11<1:42:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3922/10186 [1:04:12<1:42:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3922/10186 [1:04:12<1:42:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3923/10186 [1:04:12<1:42:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3923/10186 [1:04:12<1:42:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3924/10186 [1:04:15<1:42:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3924/10186 [1:04:15<1:42:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3925/10186 [1:04:15<1:42:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3925/10186 [1:04:15<1:42:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3926/10186 [1:04:16<1:42:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3926/10186 [1:04:16<1:42:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3927/10186 [1:04:16<1:42:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3927/10186 [1:04:16<1:42:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3928/10186 [1:04:18<1:42:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3928/10186 [1:04:18<1:42:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3929/10186 [1:04:19<1:42:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3929/10186 [1:04:19<1:42:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3930/10186 [1:04:20<1:42:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3930/10186 [1:04:20<1:42:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3931/10186 [1:04:20<1:42:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3931/10186 [1:04:20<1:42:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3932/10186 [1:04:22<1:42:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3932/10186 [1:04:22<1:42:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3933/10186 [1:04:23<1:42:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3933/10186 [1:04:23<1:42:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3934/10186 [1:04:23<1:42:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3934/10186 [1:04:23<1:42:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3935/10186 [1:04:24<1:42:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3935/10186 [1:04:24<1:42:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3936/10186 [1:04:26<1:42:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3936/10186 [1:04:26<1:42:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3937/10186 [1:04:27<1:42:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3937/10186 [1:04:27<1:42:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3938/10186 [1:04:27<1:42:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3938/10186 [1:04:27<1:42:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3939/10186 [1:04:28<1:42:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3939/10186 [1:04:28<1:42:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3940/10186 [1:04:30<1:42:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3940/10186 [1:04:30<1:42:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3941/10186 [1:04:31<1:42:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3941/10186 [1:04:31<1:42:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3942/10186 [1:04:31<1:42:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3942/10186 [1:04:31<1:42:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3943/10186 [1:04:32<1:42:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3943/10186 [1:04:32<1:42:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3944/10186 [1:04:34<1:42:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3944/10186 [1:04:34<1:42:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3945/10186 [1:04:35<1:42:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3945/10186 [1:04:35<1:42:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3946/10186 [1:04:35<1:42:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3946/10186 [1:04:35<1:42:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3947/10186 [1:04:36<1:42:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3947/10186 [1:04:36<1:42:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3948/10186 [1:04:38<1:42:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3948/10186 [1:04:38<1:42:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3949/10186 [1:04:38<1:42:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3949/10186 [1:04:38<1:42:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3950/10186 [1:04:39<1:42:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3950/10186 [1:04:39<1:42:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3951/10186 [1:04:40<1:42:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3951/10186 [1:04:40<1:42:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3952/10186 [1:04:42<1:42:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3952/10186 [1:04:42<1:42:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3953/10186 [1:04:42<1:42:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3953/10186 [1:04:42<1:42:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3954/10186 [1:04:43<1:42:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3954/10186 [1:04:43<1:42:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3955/10186 [1:04:43<1:41:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3955/10186 [1:04:43<1:41:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3956/10186 [1:04:46<1:41:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3956/10186 [1:04:46<1:41:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3957/10186 [1:04:46<1:41:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3957/10186 [1:04:46<1:41:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3958/10186 [1:04:47<1:41:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3958/10186 [1:04:47<1:41:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3959/10186 [1:04:47<1:41:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3959/10186 [1:04:47<1:41:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3960/10186 [1:04:50<1:41:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3960/10186 [1:04:50<1:41:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3961/10186 [1:04:50<1:41:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3961/10186 [1:04:50<1:41:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3962/10186 [1:04:51<1:41:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3962/10186 [1:04:51<1:41:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3963/10186 [1:04:51<1:41:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3963/10186 [1:04:51<1:41:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3964/10186 [1:04:53<1:41:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3964/10186 [1:04:53<1:41:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3965/10186 [1:04:54<1:41:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3965/10186 [1:04:54<1:41:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3966/10186 [1:04:55<1:41:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3966/10186 [1:04:55<1:41:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3967/10186 [1:04:55<1:41:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3967/10186 [1:04:55<1:41:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3968/10186 [1:04:57<1:41:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3968/10186 [1:04:57<1:41:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3969/10186 [1:04:58<1:41:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3969/10186 [1:04:58<1:41:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3970/10186 [1:04:58<1:41:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3970/10186 [1:04:58<1:41:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3971/10186 [1:04:59<1:41:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3971/10186 [1:04:59<1:41:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3972/10186 [1:05:01<1:41:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3972/10186 [1:05:01<1:41:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3973/10186 [1:05:02<1:41:42,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  39%|▍| 3974/10186 [1:05:02<1:41:40,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  39%|▍| 3975/10186 [1:05:03<1:41:39,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  39%|▍| 3976/10186 [1:05:05<1:41:40,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3977/10186 [1:05:06<1:41:38,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3978/10186 [1:05:06<1:41:36,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  39%|▍| 3979/10186 [1:05:07<1:41:35,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  39%|▍| 3980/10186 [1:05:09<1:41:36,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  39%|▍| 3981/10186 [1:05:10<1:41:34,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  39%|▍| 3982/10186 [1:05:10<1:41:32,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  39%|▍| 3983/10186 [1:05:11<1:41:31,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  39%|▍| 3984/10186 [1:05:13<1:41:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3984/10186 [1:05:13<1:41:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3985/10186 [1:05:13<1:41:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3985/10186 [1:05:13<1:41:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3986/10186 [1:05:14<1:41:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3986/10186 [1:05:14<1:41:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3987/10186 [1:05:15<1:41:27,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3988/10186 [1:05:17<1:41:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3988/10186 [1:05:17<1:41:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  39%|▍| 3989/10186 [1:05:17<1:41:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3989/10186 [1:05:17<1:41:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3990/10186 [1:05:18<1:41:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3990/10186 [1:05:18<1:41:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3991/10186 [1:05:18<1:41:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3991/10186 [1:05:18<1:41:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3992/10186 [1:05:21<1:41:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3992/10186 [1:05:21<1:41:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3993/10186 [1:05:21<1:41:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3993/10186 [1:05:21<1:41:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3994/10186 [1:05:22<1:41:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3994/10186 [1:05:22<1:41:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3995/10186 [1:05:22<1:41:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3995/10186 [1:05:22<1:41:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3996/10186 [1:05:25<1:41:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3996/10186 [1:05:25<1:41:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3997/10186 [1:05:25<1:41:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3997/10186 [1:05:25<1:41:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3998/10186 [1:05:26<1:41:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3998/10186 [1:05:26<1:41:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 3999/10186 [1:05:26<1:41:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 3999/10186 [1:05:26<1:41:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4000/10186 [1:05:28<1:41:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4000/10186 [1:05:28<1:41:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4001/10186 [1:05:37<1:41:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4001/10186 [1:05:37<1:41:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4002/10186 [1:05:37<1:41:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4002/10186 [1:05:37<1:41:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4003/10186 [1:05:38<1:41:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4003/10186 [1:05:38<1:41:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4004/10186 [1:05:40<1:41:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4004/10186 [1:05:40<1:41:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4005/10186 [1:05:41<1:41:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4005/10186 [1:05:41<1:41:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4006/10186 [1:05:41<1:41:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4006/10186 [1:05:41<1:41:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4007/10186 [1:05:42<1:41:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4007/10186 [1:05:42<1:41:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4008/10186 [1:05:44<1:41:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4008/10186 [1:05:44<1:41:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4009/10186 [1:05:45<1:41:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4009/10186 [1:05:45<1:41:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4010/10186 [1:05:45<1:41:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4010/10186 [1:05:45<1:41:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4011/10186 [1:05:46<1:41:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4011/10186 [1:05:46<1:41:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4012/10186 [1:05:48<1:41:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4012/10186 [1:05:48<1:41:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4013/10186 [1:05:48<1:41:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4013/10186 [1:05:48<1:41:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4014/10186 [1:05:49<1:41:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4014/10186 [1:05:49<1:41:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4015/10186 [1:05:50<1:41:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4015/10186 [1:05:50<1:41:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4016/10186 [1:05:52<1:41:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4016/10186 [1:05:52<1:41:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4017/10186 [1:05:52<1:41:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4017/10186 [1:05:52<1:41:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4018/10186 [1:05:53<1:41:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4018/10186 [1:05:53<1:41:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4019/10186 [1:05:53<1:41:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4019/10186 [1:05:53<1:41:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4020/10186 [1:05:56<1:41:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4020/10186 [1:05:56<1:41:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4021/10186 [1:05:56<1:41:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4021/10186 [1:05:56<1:41:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4022/10186 [1:05:57<1:41:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4022/10186 [1:05:57<1:41:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 4023/10186 [1:05:57<1:41:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  39%|▍| 4023/10186 [1:05:57<1:41:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4024/10186 [1:06:00<1:41:04,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4025/10186 [1:06:00<1:41:02,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4026/10186 [1:06:01<1:41:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4026/10186 [1:06:01<1:41:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4027/10186 [1:06:01<1:40:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4027/10186 [1:06:01<1:40:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4028/10186 [1:06:04<1:41:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4028/10186 [1:06:04<1:41:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  40%|▍| 4029/10186 [1:06:04<1:40:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4029/10186 [1:06:04<1:40:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  40%|▍| 4030/10186 [1:06:05<1:40:56,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  40%|▍| 4031/10186 [1:06:05<1:40:55,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  40%|▍| 4032/10186 [1:06:07<1:40:56,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4033/10186 [1:06:08<1:40:54,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4034/10186 [1:06:09<1:40:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4034/10186 [1:06:09<1:40:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4035/10186 [1:06:09<1:40:51,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4036/10186 [1:06:11<1:40:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4036/10186 [1:06:11<1:40:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4037/10186 [1:06:12<1:40:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4037/10186 [1:06:12<1:40:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4038/10186 [1:06:12<1:40:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4038/10186 [1:06:12<1:40:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4039/10186 [1:06:13<1:40:47,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4040/10186 [1:06:15<1:40:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4040/10186 [1:06:15<1:40:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4041/10186 [1:06:16<1:40:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4041/10186 [1:06:16<1:40:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4042/10186 [1:06:16<1:40:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4042/10186 [1:06:16<1:40:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4043/10186 [1:06:17<1:40:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4043/10186 [1:06:17<1:40:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4044/10186 [1:06:19<1:40:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4044/10186 [1:06:19<1:40:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4045/10186 [1:06:20<1:40:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4045/10186 [1:06:20<1:40:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4046/10186 [1:06:20<1:40:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4046/10186 [1:06:20<1:40:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4047/10186 [1:06:21<1:40:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4047/10186 [1:06:21<1:40:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4048/10186 [1:06:23<1:40:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4048/10186 [1:06:23<1:40:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4049/10186 [1:06:23<1:40:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4049/10186 [1:06:23<1:40:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4050/10186 [1:06:24<1:40:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4050/10186 [1:06:24<1:40:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4051/10186 [1:06:25<1:40:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4051/10186 [1:06:25<1:40:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4052/10186 [1:06:27<1:40:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4052/10186 [1:06:27<1:40:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4053/10186 [1:06:27<1:40:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4053/10186 [1:06:27<1:40:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4054/10186 [1:06:28<1:40:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4054/10186 [1:06:28<1:40:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4055/10186 [1:06:28<1:40:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4055/10186 [1:06:28<1:40:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4056/10186 [1:06:31<1:40:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4056/10186 [1:06:31<1:40:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4057/10186 [1:06:31<1:40:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4057/10186 [1:06:31<1:40:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4058/10186 [1:06:32<1:40:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4058/10186 [1:06:32<1:40:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4059/10186 [1:06:32<1:40:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4059/10186 [1:06:32<1:40:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4060/10186 [1:06:35<1:40:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4060/10186 [1:06:35<1:40:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4061/10186 [1:06:35<1:40:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4061/10186 [1:06:35<1:40:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4062/10186 [1:06:36<1:40:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4062/10186 [1:06:36<1:40:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4063/10186 [1:06:36<1:40:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4063/10186 [1:06:36<1:40:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4064/10186 [1:06:38<1:40:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4064/10186 [1:06:38<1:40:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4065/10186 [1:06:39<1:40:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4065/10186 [1:06:39<1:40:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4066/10186 [1:06:40<1:40:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4066/10186 [1:06:40<1:40:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4067/10186 [1:06:40<1:40:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4067/10186 [1:06:40<1:40:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4068/10186 [1:06:42<1:40:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4068/10186 [1:06:42<1:40:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4069/10186 [1:06:43<1:40:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4069/10186 [1:06:43<1:40:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4070/10186 [1:06:43<1:40:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4070/10186 [1:06:43<1:40:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4071/10186 [1:06:44<1:40:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4071/10186 [1:06:44<1:40:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4072/10186 [1:06:46<1:40:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4072/10186 [1:06:46<1:40:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4073/10186 [1:06:47<1:40:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4073/10186 [1:06:47<1:40:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4074/10186 [1:06:47<1:40:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4074/10186 [1:06:47<1:40:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4075/10186 [1:06:48<1:40:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4075/10186 [1:06:48<1:40:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4076/10186 [1:06:50<1:40:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4076/10186 [1:06:50<1:40:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4077/10186 [1:06:51<1:40:10,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4078/10186 [1:06:51<1:40:08,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4079/10186 [1:06:52<1:40:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4079/10186 [1:06:52<1:40:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4080/10186 [1:06:54<1:40:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4080/10186 [1:06:54<1:40:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4081/10186 [1:06:55<1:40:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4081/10186 [1:06:55<1:40:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4082/10186 [1:06:55<1:40:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4082/10186 [1:06:55<1:40:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4083/10186 [1:06:56<1:40:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4083/10186 [1:06:56<1:40:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4084/10186 [1:06:58<1:40:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4084/10186 [1:06:58<1:40:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4085/10186 [1:06:58<1:40:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4085/10186 [1:06:58<1:40:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4086/10186 [1:06:59<1:40:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4086/10186 [1:06:59<1:40:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4087/10186 [1:07:00<1:39:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4087/10186 [1:07:00<1:39:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4088/10186 [1:07:02<1:40:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4088/10186 [1:07:02<1:40:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4089/10186 [1:07:02<1:39:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4089/10186 [1:07:02<1:39:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4090/10186 [1:07:03<1:39:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4090/10186 [1:07:03<1:39:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4091/10186 [1:07:03<1:39:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4091/10186 [1:07:03<1:39:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4092/10186 [1:07:06<1:39:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4092/10186 [1:07:06<1:39:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4093/10186 [1:07:06<1:39:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4093/10186 [1:07:06<1:39:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4094/10186 [1:07:07<1:39:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4094/10186 [1:07:07<1:39:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4095/10186 [1:07:07<1:39:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4095/10186 [1:07:07<1:39:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4096/10186 [1:07:10<1:39:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4096/10186 [1:07:10<1:39:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4097/10186 [1:07:10<1:39:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4097/10186 [1:07:10<1:39:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4098/10186 [1:07:11<1:39:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4098/10186 [1:07:11<1:39:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4099/10186 [1:07:11<1:39:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4099/10186 [1:07:11<1:39:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4100/10186 [1:07:13<1:39:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4100/10186 [1:07:13<1:39:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4101/10186 [1:07:14<1:39:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4101/10186 [1:07:14<1:39:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4102/10186 [1:07:15<1:39:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4102/10186 [1:07:15<1:39:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4103/10186 [1:07:15<1:39:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4103/10186 [1:07:15<1:39:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4104/10186 [1:07:17<1:39:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4104/10186 [1:07:17<1:39:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4105/10186 [1:07:18<1:39:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4105/10186 [1:07:18<1:39:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4106/10186 [1:07:18<1:39:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4106/10186 [1:07:18<1:39:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4107/10186 [1:07:19<1:39:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4107/10186 [1:07:19<1:39:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4108/10186 [1:07:21<1:39:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4108/10186 [1:07:21<1:39:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4109/10186 [1:07:22<1:39:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4109/10186 [1:07:22<1:39:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4110/10186 [1:07:22<1:39:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4110/10186 [1:07:22<1:39:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4111/10186 [1:07:23<1:39:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4111/10186 [1:07:23<1:39:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4112/10186 [1:07:25<1:39:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4112/10186 [1:07:25<1:39:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4113/10186 [1:07:26<1:39:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4113/10186 [1:07:26<1:39:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4114/10186 [1:07:26<1:39:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4114/10186 [1:07:26<1:39:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4115/10186 [1:07:27<1:39:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4115/10186 [1:07:27<1:39:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4116/10186 [1:07:29<1:39:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4116/10186 [1:07:29<1:39:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4117/10186 [1:07:30<1:39:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4117/10186 [1:07:30<1:39:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4118/10186 [1:07:30<1:39:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4118/10186 [1:07:30<1:39:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4119/10186 [1:07:31<1:39:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4119/10186 [1:07:31<1:39:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4120/10186 [1:07:33<1:39:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4120/10186 [1:07:33<1:39:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4121/10186 [1:07:33<1:39:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4121/10186 [1:07:33<1:39:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 4122/10186 [1:07:34<1:39:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4122/10186 [1:07:34<1:39:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  40%|▍| 4123/10186 [1:07:35<1:39:23,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  40%|▍| 4124/10186 [1:07:37<1:39:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4124/10186 [1:07:37<1:39:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  40%|▍| 4125/10186 [1:07:37<1:39:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  40%|▍| 4125/10186 [1:07:37<1:39:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4126/10186 [1:07:38<1:39:20,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4127/10186 [1:07:38<1:39:19,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4128/10186 [1:07:41<1:39:19,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4129/10186 [1:07:41<1:39:18,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4130/10186 [1:07:42<1:39:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4130/10186 [1:07:42<1:39:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4131/10186 [1:07:42<1:39:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4131/10186 [1:07:42<1:39:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4132/10186 [1:07:45<1:39:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4132/10186 [1:07:45<1:39:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4133/10186 [1:07:45<1:39:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4133/10186 [1:07:45<1:39:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4134/10186 [1:07:46<1:39:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4134/10186 [1:07:46<1:39:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4135/10186 [1:07:46<1:39:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4135/10186 [1:07:46<1:39:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4136/10186 [1:07:48<1:39:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4136/10186 [1:07:48<1:39:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4137/10186 [1:07:49<1:39:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4137/10186 [1:07:49<1:39:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4138/10186 [1:07:50<1:39:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4138/10186 [1:07:50<1:39:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4139/10186 [1:07:50<1:39:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4139/10186 [1:07:50<1:39:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4140/10186 [1:07:52<1:39:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4140/10186 [1:07:52<1:39:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4141/10186 [1:07:53<1:39:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4141/10186 [1:07:53<1:39:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4142/10186 [1:07:53<1:39:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4142/10186 [1:07:53<1:39:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4143/10186 [1:07:54<1:39:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4143/10186 [1:07:54<1:39:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4144/10186 [1:07:56<1:39:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4144/10186 [1:07:56<1:39:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4145/10186 [1:07:57<1:39:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4145/10186 [1:07:57<1:39:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4146/10186 [1:07:57<1:39:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4146/10186 [1:07:57<1:39:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4147/10186 [1:07:58<1:38:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4147/10186 [1:07:58<1:38:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4148/10186 [1:08:00<1:38:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4148/10186 [1:08:00<1:38:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4149/10186 [1:08:01<1:38:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4149/10186 [1:08:01<1:38:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4150/10186 [1:08:01<1:38:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4150/10186 [1:08:01<1:38:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4151/10186 [1:08:02<1:38:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4151/10186 [1:08:02<1:38:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4152/10186 [1:08:04<1:38:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4152/10186 [1:08:04<1:38:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4153/10186 [1:08:05<1:38:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4153/10186 [1:08:05<1:38:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4154/10186 [1:08:05<1:38:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4154/10186 [1:08:05<1:38:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4155/10186 [1:08:06<1:38:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4155/10186 [1:08:06<1:38:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4156/10186 [1:08:08<1:38:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4156/10186 [1:08:08<1:38:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4157/10186 [1:08:08<1:38:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4157/10186 [1:08:08<1:38:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4158/10186 [1:08:09<1:38:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4158/10186 [1:08:09<1:38:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4159/10186 [1:08:10<1:38:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4159/10186 [1:08:10<1:38:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4160/10186 [1:08:12<1:38:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4160/10186 [1:08:12<1:38:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4161/10186 [1:08:12<1:38:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4161/10186 [1:08:12<1:38:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4162/10186 [1:08:13<1:38:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4162/10186 [1:08:13<1:38:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4163/10186 [1:08:13<1:38:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4163/10186 [1:08:13<1:38:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4164/10186 [1:08:16<1:38:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4164/10186 [1:08:16<1:38:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4165/10186 [1:08:16<1:38:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4165/10186 [1:08:16<1:38:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4166/10186 [1:08:17<1:38:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4166/10186 [1:08:17<1:38:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4167/10186 [1:08:17<1:38:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4167/10186 [1:08:17<1:38:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4168/10186 [1:08:20<1:38:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4168/10186 [1:08:20<1:38:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4169/10186 [1:08:20<1:38:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4169/10186 [1:08:20<1:38:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4170/10186 [1:08:21<1:38:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4170/10186 [1:08:21<1:38:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4171/10186 [1:08:21<1:38:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4171/10186 [1:08:21<1:38:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4172/10186 [1:08:23<1:38:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4172/10186 [1:08:23<1:38:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4173/10186 [1:08:24<1:38:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4173/10186 [1:08:24<1:38:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4174/10186 [1:08:25<1:38:32,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4175/10186 [1:08:25<1:38:31,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4176/10186 [1:08:27<1:38:31,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4177/10186 [1:08:28<1:38:30,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4178/10186 [1:08:28<1:38:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4178/10186 [1:08:28<1:38:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4179/10186 [1:08:29<1:38:27,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4180/10186 [1:08:31<1:38:27,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4181/10186 [1:08:32<1:38:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4181/10186 [1:08:32<1:38:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  41%|▍| 4182/10186 [1:08:32<1:38:24,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4183/10186 [1:08:33<1:38:23,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4184/10186 [1:08:35<1:38:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4184/10186 [1:08:35<1:38:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4185/10186 [1:08:36<1:38:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4185/10186 [1:08:36<1:38:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4186/10186 [1:08:36<1:38:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4186/10186 [1:08:36<1:38:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4187/10186 [1:08:37<1:38:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4187/10186 [1:08:37<1:38:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4188/10186 [1:08:39<1:38:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4188/10186 [1:08:39<1:38:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4189/10186 [1:08:40<1:38:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4189/10186 [1:08:40<1:38:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4190/10186 [1:08:40<1:38:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4190/10186 [1:08:40<1:38:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4191/10186 [1:08:41<1:38:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4191/10186 [1:08:41<1:38:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4192/10186 [1:08:43<1:38:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4192/10186 [1:08:43<1:38:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4193/10186 [1:08:44<1:38:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4193/10186 [1:08:44<1:38:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4194/10186 [1:08:44<1:38:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4194/10186 [1:08:44<1:38:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4195/10186 [1:08:45<1:38:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4195/10186 [1:08:45<1:38:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4196/10186 [1:08:47<1:38:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4196/10186 [1:08:47<1:38:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4197/10186 [1:08:47<1:38:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4197/10186 [1:08:47<1:38:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4198/10186 [1:08:48<1:38:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4198/10186 [1:08:48<1:38:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4199/10186 [1:08:49<1:38:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4199/10186 [1:08:49<1:38:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4200/10186 [1:08:51<1:38:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4200/10186 [1:08:51<1:38:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4201/10186 [1:08:51<1:38:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4201/10186 [1:08:51<1:38:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4202/10186 [1:08:52<1:38:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4202/10186 [1:08:52<1:38:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4203/10186 [1:08:52<1:38:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4203/10186 [1:08:52<1:38:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4204/10186 [1:08:55<1:38:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4204/10186 [1:08:55<1:38:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4205/10186 [1:08:55<1:38:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4205/10186 [1:08:55<1:38:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4206/10186 [1:08:56<1:38:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4206/10186 [1:08:56<1:38:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4207/10186 [1:08:56<1:37:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4207/10186 [1:08:56<1:37:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4208/10186 [1:08:59<1:38:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4208/10186 [1:08:59<1:38:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4209/10186 [1:08:59<1:37:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4209/10186 [1:08:59<1:37:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4210/10186 [1:09:00<1:37:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4210/10186 [1:09:00<1:37:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4211/10186 [1:09:00<1:37:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4211/10186 [1:09:00<1:37:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4212/10186 [1:09:02<1:37:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4212/10186 [1:09:02<1:37:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4213/10186 [1:09:03<1:37:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4213/10186 [1:09:03<1:37:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4214/10186 [1:09:04<1:37:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4214/10186 [1:09:04<1:37:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4215/10186 [1:09:04<1:37:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4215/10186 [1:09:04<1:37:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4216/10186 [1:09:06<1:37:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4216/10186 [1:09:06<1:37:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4217/10186 [1:09:07<1:37:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4217/10186 [1:09:07<1:37:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4218/10186 [1:09:07<1:37:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4218/10186 [1:09:07<1:37:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4219/10186 [1:09:08<1:37:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4219/10186 [1:09:08<1:37:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4220/10186 [1:09:10<1:37:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4220/10186 [1:09:10<1:37:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4221/10186 [1:09:11<1:37:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4221/10186 [1:09:11<1:37:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4222/10186 [1:09:11<1:37:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4222/10186 [1:09:11<1:37:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4223/10186 [1:09:12<1:37:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4223/10186 [1:09:12<1:37:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4224/10186 [1:09:14<1:37:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4224/10186 [1:09:14<1:37:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4225/10186 [1:09:15<1:37:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4225/10186 [1:09:15<1:37:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4226/10186 [1:09:15<1:37:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4226/10186 [1:09:15<1:37:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 4227/10186 [1:09:16<1:37:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  41%|▍| 4227/10186 [1:09:16<1:37:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4228/10186 [1:09:18<1:37:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4228/10186 [1:09:18<1:37:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4229/10186 [1:09:19<1:37:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4229/10186 [1:09:19<1:37:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4230/10186 [1:09:19<1:37:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4230/10186 [1:09:19<1:37:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4231/10186 [1:09:20<1:37:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4231/10186 [1:09:20<1:37:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4232/10186 [1:09:22<1:37:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4232/10186 [1:09:22<1:37:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4233/10186 [1:09:22<1:37:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4233/10186 [1:09:22<1:37:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4234/10186 [1:09:23<1:37:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4234/10186 [1:09:23<1:37:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4235/10186 [1:09:24<1:37:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4235/10186 [1:09:24<1:37:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4236/10186 [1:09:26<1:37:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4236/10186 [1:09:26<1:37:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4237/10186 [1:09:26<1:37:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4237/10186 [1:09:26<1:37:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4238/10186 [1:09:27<1:37:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4238/10186 [1:09:27<1:37:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4239/10186 [1:09:27<1:37:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4239/10186 [1:09:27<1:37:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4240/10186 [1:09:30<1:37:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4240/10186 [1:09:30<1:37:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4241/10186 [1:09:30<1:37:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4241/10186 [1:09:30<1:37:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4242/10186 [1:09:31<1:37:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4242/10186 [1:09:31<1:37:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4243/10186 [1:09:31<1:37:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4243/10186 [1:09:31<1:37:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4244/10186 [1:09:34<1:37:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4244/10186 [1:09:34<1:37:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4245/10186 [1:09:34<1:37:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4245/10186 [1:09:34<1:37:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4246/10186 [1:09:35<1:37:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4246/10186 [1:09:35<1:37:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4247/10186 [1:09:35<1:37:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4247/10186 [1:09:35<1:37:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4248/10186 [1:09:37<1:37:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4248/10186 [1:09:37<1:37:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4249/10186 [1:09:38<1:37:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4249/10186 [1:09:38<1:37:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4250/10186 [1:09:39<1:37:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4250/10186 [1:09:39<1:37:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4251/10186 [1:09:39<1:37:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4251/10186 [1:09:39<1:37:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4252/10186 [1:09:41<1:37:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4252/10186 [1:09:41<1:37:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4253/10186 [1:09:42<1:37:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4253/10186 [1:09:42<1:37:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4254/10186 [1:09:42<1:37:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4254/10186 [1:09:42<1:37:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4255/10186 [1:09:43<1:37:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4255/10186 [1:09:43<1:37:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4256/10186 [1:09:45<1:37:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4256/10186 [1:09:45<1:37:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4257/10186 [1:09:46<1:37:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4257/10186 [1:09:46<1:37:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4258/10186 [1:09:46<1:37:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4258/10186 [1:09:46<1:37:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4259/10186 [1:09:47<1:37:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4259/10186 [1:09:47<1:37:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4260/10186 [1:09:49<1:37:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4260/10186 [1:09:49<1:37:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4261/10186 [1:09:50<1:37:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4261/10186 [1:09:50<1:37:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4262/10186 [1:09:50<1:37:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4262/10186 [1:09:50<1:37:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4263/10186 [1:09:51<1:37:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4263/10186 [1:09:51<1:37:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4264/10186 [1:09:53<1:37:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4264/10186 [1:09:53<1:37:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4265/10186 [1:09:54<1:37:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4265/10186 [1:09:54<1:37:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4266/10186 [1:09:54<1:37:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4266/10186 [1:09:54<1:37:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4267/10186 [1:09:55<1:36:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4267/10186 [1:09:55<1:36:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4268/10186 [1:09:57<1:37:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4268/10186 [1:09:57<1:37:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4269/10186 [1:09:57<1:36:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4269/10186 [1:09:57<1:36:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4270/10186 [1:09:58<1:36:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4270/10186 [1:09:58<1:36:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4271/10186 [1:09:59<1:36:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4271/10186 [1:09:59<1:36:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4272/10186 [1:10:01<1:36:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4272/10186 [1:10:01<1:36:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4273/10186 [1:10:01<1:36:54,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+      "Epoch 0:  42%|▍| 4274/10186 [1:10:02<1:36:52,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "text": [
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+      "Epoch 0:  42%|▍| 4275/10186 [1:10:02<1:36:51,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
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+      "Epoch 0:  42%|▍| 4276/10186 [1:10:05<1:36:52,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4277/10186 [1:10:05<1:36:50,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  42%|▍| 4278/10186 [1:10:06<1:36:49,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  42%|▍| 4279/10186 [1:10:06<1:36:47,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4280/10186 [1:10:09<1:36:48,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4281/10186 [1:10:09<1:36:46,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4282/10186 [1:10:10<1:36:45,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4283/10186 [1:10:10<1:36:43,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4284/10186 [1:10:12<1:36:44,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4285/10186 [1:10:13<1:36:42,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4286/10186 [1:10:14<1:36:41,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4287/10186 [1:10:14<1:36:39,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4288/10186 [1:10:16<1:36:40,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4289/10186 [1:10:17<1:36:38,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4290/10186 [1:10:17<1:36:37,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4291/10186 [1:10:18<1:36:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4291/10186 [1:10:18<1:36:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4292/10186 [1:10:20<1:36:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4292/10186 [1:10:20<1:36:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4293/10186 [1:10:21<1:36:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4293/10186 [1:10:21<1:36:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4294/10186 [1:10:21<1:36:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4294/10186 [1:10:21<1:36:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4295/10186 [1:10:22<1:36:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4295/10186 [1:10:22<1:36:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4296/10186 [1:10:24<1:36:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4296/10186 [1:10:24<1:36:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4297/10186 [1:10:25<1:36:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4297/10186 [1:10:25<1:36:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4298/10186 [1:10:25<1:36:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4298/10186 [1:10:25<1:36:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4299/10186 [1:10:26<1:36:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4299/10186 [1:10:26<1:36:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4300/10186 [1:10:28<1:36:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4300/10186 [1:10:28<1:36:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4301/10186 [1:10:29<1:36:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4301/10186 [1:10:29<1:36:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4302/10186 [1:10:29<1:36:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4302/10186 [1:10:29<1:36:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4303/10186 [1:10:30<1:36:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4303/10186 [1:10:30<1:36:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4304/10186 [1:10:32<1:36:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4304/10186 [1:10:32<1:36:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4305/10186 [1:10:32<1:36:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4305/10186 [1:10:32<1:36:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4306/10186 [1:10:33<1:36:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4306/10186 [1:10:33<1:36:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4307/10186 [1:10:34<1:36:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4307/10186 [1:10:34<1:36:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4308/10186 [1:10:36<1:36:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4308/10186 [1:10:36<1:36:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4309/10186 [1:10:36<1:36:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4309/10186 [1:10:36<1:36:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4310/10186 [1:10:37<1:36:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4310/10186 [1:10:37<1:36:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4311/10186 [1:10:37<1:36:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4311/10186 [1:10:37<1:36:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4312/10186 [1:10:40<1:36:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4312/10186 [1:10:40<1:36:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4313/10186 [1:10:40<1:36:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4313/10186 [1:10:40<1:36:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4314/10186 [1:10:41<1:36:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4314/10186 [1:10:41<1:36:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4315/10186 [1:10:41<1:36:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4315/10186 [1:10:41<1:36:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4316/10186 [1:10:44<1:36:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4316/10186 [1:10:44<1:36:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4317/10186 [1:10:44<1:36:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4317/10186 [1:10:44<1:36:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4318/10186 [1:10:45<1:36:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4318/10186 [1:10:45<1:36:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4319/10186 [1:10:45<1:36:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4319/10186 [1:10:45<1:36:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4320/10186 [1:10:48<1:36:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4320/10186 [1:10:48<1:36:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4321/10186 [1:10:48<1:36:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4321/10186 [1:10:48<1:36:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4322/10186 [1:10:49<1:36:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  42%|▍| 4322/10186 [1:10:49<1:36:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 4323/10186 [1:10:49<1:36:03,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  42%|▍| 4324/10186 [1:10:51<1:36:04,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  42%|▍| 4325/10186 [1:10:52<1:36:02,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  42%|▍| 4326/10186 [1:10:53<1:36:01,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4327/10186 [1:10:53<1:35:59,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4328/10186 [1:10:55<1:36:00,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  42%|▍| 4329/10186 [1:10:56<1:35:58,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4330/10186 [1:10:56<1:35:57,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4331/10186 [1:10:57<1:35:55,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4332/10186 [1:10:59<1:35:56,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4333/10186 [1:11:00<1:35:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4333/10186 [1:11:00<1:35:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4334/10186 [1:11:00<1:35:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4334/10186 [1:11:00<1:35:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4335/10186 [1:11:01<1:35:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4335/10186 [1:11:01<1:35:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4336/10186 [1:11:03<1:35:52,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4337/10186 [1:11:04<1:35:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4337/10186 [1:11:04<1:35:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4338/10186 [1:11:04<1:35:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4338/10186 [1:11:04<1:35:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4339/10186 [1:11:05<1:35:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4339/10186 [1:11:05<1:35:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4340/10186 [1:11:07<1:35:48,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4341/10186 [1:11:08<1:35:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4341/10186 [1:11:08<1:35:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4342/10186 [1:11:08<1:35:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4342/10186 [1:11:08<1:35:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4343/10186 [1:11:09<1:35:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4343/10186 [1:11:09<1:35:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4344/10186 [1:11:11<1:35:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4344/10186 [1:11:11<1:35:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4345/10186 [1:11:11<1:35:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4345/10186 [1:11:11<1:35:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4346/10186 [1:11:12<1:35:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4346/10186 [1:11:12<1:35:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4347/10186 [1:11:13<1:35:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4347/10186 [1:11:13<1:35:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4348/10186 [1:11:15<1:35:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4348/10186 [1:11:15<1:35:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4349/10186 [1:11:15<1:35:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4349/10186 [1:11:15<1:35:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4350/10186 [1:11:16<1:35:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4350/10186 [1:11:16<1:35:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4351/10186 [1:11:16<1:35:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4351/10186 [1:11:16<1:35:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4352/10186 [1:11:19<1:35:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4352/10186 [1:11:19<1:35:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4353/10186 [1:11:19<1:35:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4353/10186 [1:11:19<1:35:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4354/10186 [1:11:20<1:35:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4354/10186 [1:11:20<1:35:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4355/10186 [1:11:20<1:35:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4355/10186 [1:11:20<1:35:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4356/10186 [1:11:23<1:35:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4356/10186 [1:11:23<1:35:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4357/10186 [1:11:23<1:35:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4357/10186 [1:11:23<1:35:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4358/10186 [1:11:24<1:35:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4358/10186 [1:11:24<1:35:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4359/10186 [1:11:24<1:35:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4359/10186 [1:11:24<1:35:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4360/10186 [1:11:26<1:35:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4360/10186 [1:11:26<1:35:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4361/10186 [1:11:27<1:35:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4361/10186 [1:11:27<1:35:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4362/10186 [1:11:28<1:35:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4362/10186 [1:11:28<1:35:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4363/10186 [1:11:28<1:35:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4363/10186 [1:11:28<1:35:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4364/10186 [1:11:30<1:35:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4364/10186 [1:11:30<1:35:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4365/10186 [1:11:31<1:35:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4365/10186 [1:11:31<1:35:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4366/10186 [1:11:31<1:35:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4366/10186 [1:11:31<1:35:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4367/10186 [1:11:32<1:35:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4367/10186 [1:11:32<1:35:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4368/10186 [1:11:34<1:35:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4368/10186 [1:11:34<1:35:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4369/10186 [1:11:35<1:35:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4369/10186 [1:11:35<1:35:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4370/10186 [1:11:35<1:35:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4370/10186 [1:11:35<1:35:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4371/10186 [1:11:36<1:35:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4371/10186 [1:11:36<1:35:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4372/10186 [1:11:38<1:35:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4372/10186 [1:11:38<1:35:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
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+     ]
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+     ]
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+     ]
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+      "Epoch 0:  43%|▍| 4377/10186 [1:11:42<1:35:10,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
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+     ]
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+      "Epoch 0:  43%|▍| 4379/10186 [1:11:44<1:35:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+     ]
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+     ]
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+     ]
+    },
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+     ]
+    },
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+      "Epoch 0:  43%|▍| 4383/10186 [1:11:47<1:35:03,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+      "Epoch 0:  43%|▍| 4384/10186 [1:11:50<1:35:04,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  43%|▍| 4385/10186 [1:11:50<1:35:02,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  43%|▍| 4386/10186 [1:11:51<1:35:01,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  43%|▍| 4387/10186 [1:11:51<1:34:59,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4388/10186 [1:11:54<1:35:00,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4389/10186 [1:11:54<1:34:58,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4390/10186 [1:11:55<1:34:57,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4391/10186 [1:11:55<1:34:55,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4392/10186 [1:11:58<1:34:56,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4393/10186 [1:11:58<1:34:54,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4394/10186 [1:11:59<1:34:53,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4395/10186 [1:11:59<1:34:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4395/10186 [1:11:59<1:34:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4396/10186 [1:12:01<1:34:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4396/10186 [1:12:01<1:34:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4397/10186 [1:12:02<1:34:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4397/10186 [1:12:02<1:34:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4398/10186 [1:12:02<1:34:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4398/10186 [1:12:02<1:34:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4399/10186 [1:12:03<1:34:47,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4400/10186 [1:12:05<1:34:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4400/10186 [1:12:05<1:34:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4401/10186 [1:12:06<1:34:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4401/10186 [1:12:06<1:34:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4402/10186 [1:12:06<1:34:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4402/10186 [1:12:06<1:34:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4403/10186 [1:12:07<1:34:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4403/10186 [1:12:07<1:34:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4404/10186 [1:12:09<1:34:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4404/10186 [1:12:09<1:34:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4405/10186 [1:12:10<1:34:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4405/10186 [1:12:10<1:34:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4406/10186 [1:12:10<1:34:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4406/10186 [1:12:10<1:34:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4407/10186 [1:12:11<1:34:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4407/10186 [1:12:11<1:34:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4408/10186 [1:12:13<1:34:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4408/10186 [1:12:13<1:34:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4409/10186 [1:12:14<1:34:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4409/10186 [1:12:14<1:34:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4410/10186 [1:12:14<1:34:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4410/10186 [1:12:14<1:34:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4411/10186 [1:12:15<1:34:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4411/10186 [1:12:15<1:34:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4412/10186 [1:12:17<1:34:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4412/10186 [1:12:17<1:34:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4413/10186 [1:12:18<1:34:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4413/10186 [1:12:18<1:34:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4414/10186 [1:12:18<1:34:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4414/10186 [1:12:18<1:34:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4415/10186 [1:12:19<1:34:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4415/10186 [1:12:19<1:34:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4416/10186 [1:12:21<1:34:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4416/10186 [1:12:21<1:34:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4417/10186 [1:12:21<1:34:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|���| 4417/10186 [1:12:21<1:34:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4418/10186 [1:12:22<1:34:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4418/10186 [1:12:22<1:34:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4419/10186 [1:12:23<1:34:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4419/10186 [1:12:23<1:34:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4420/10186 [1:12:25<1:34:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4420/10186 [1:12:25<1:34:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4421/10186 [1:12:25<1:34:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4421/10186 [1:12:25<1:34:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4422/10186 [1:12:26<1:34:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4422/10186 [1:12:26<1:34:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 4423/10186 [1:12:26<1:34:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4423/10186 [1:12:26<1:34:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4424/10186 [1:12:29<1:34:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4424/10186 [1:12:29<1:34:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4425/10186 [1:12:29<1:34:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4425/10186 [1:12:29<1:34:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4426/10186 [1:12:30<1:34:21,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4427/10186 [1:12:30<1:34:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4427/10186 [1:12:30<1:34:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4428/10186 [1:12:33<1:34:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4428/10186 [1:12:33<1:34:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4429/10186 [1:12:33<1:34:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4429/10186 [1:12:33<1:34:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  43%|▍| 4430/10186 [1:12:34<1:34:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  43%|▍| 4430/10186 [1:12:34<1:34:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4431/10186 [1:12:34<1:34:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4431/10186 [1:12:34<1:34:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4432/10186 [1:12:36<1:34:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4432/10186 [1:12:36<1:34:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4433/10186 [1:12:37<1:34:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4433/10186 [1:12:37<1:34:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4434/10186 [1:12:37<1:34:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4434/10186 [1:12:37<1:34:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4435/10186 [1:12:38<1:34:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4435/10186 [1:12:38<1:34:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4436/10186 [1:12:40<1:34:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4436/10186 [1:12:40<1:34:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4437/10186 [1:12:41<1:34:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4437/10186 [1:12:41<1:34:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4438/10186 [1:12:41<1:34:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4438/10186 [1:12:41<1:34:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4439/10186 [1:12:42<1:34:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4439/10186 [1:12:42<1:34:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4440/10186 [1:12:44<1:34:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4440/10186 [1:12:44<1:34:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4441/10186 [1:12:45<1:34:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4441/10186 [1:12:45<1:34:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4442/10186 [1:12:45<1:34:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4442/10186 [1:12:45<1:34:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4443/10186 [1:12:46<1:34:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4443/10186 [1:12:46<1:34:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4444/10186 [1:12:48<1:34:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4444/10186 [1:12:48<1:34:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4445/10186 [1:12:49<1:34:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4445/10186 [1:12:49<1:34:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4446/10186 [1:12:49<1:34:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4446/10186 [1:12:49<1:34:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4447/10186 [1:12:50<1:33:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4447/10186 [1:12:50<1:33:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4448/10186 [1:12:52<1:34:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4448/10186 [1:12:52<1:34:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4449/10186 [1:12:52<1:33:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4449/10186 [1:12:52<1:33:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4450/10186 [1:12:53<1:33:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4450/10186 [1:12:53<1:33:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4451/10186 [1:12:54<1:33:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4451/10186 [1:12:54<1:33:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4452/10186 [1:12:56<1:33:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4452/10186 [1:12:56<1:33:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4453/10186 [1:12:56<1:33:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4453/10186 [1:12:56<1:33:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4454/10186 [1:12:57<1:33:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4454/10186 [1:12:57<1:33:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4455/10186 [1:12:57<1:33:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4455/10186 [1:12:57<1:33:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4456/10186 [1:13:00<1:33:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4456/10186 [1:13:00<1:33:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4457/10186 [1:13:00<1:33:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4457/10186 [1:13:00<1:33:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4458/10186 [1:13:01<1:33:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4458/10186 [1:13:01<1:33:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4459/10186 [1:13:01<1:33:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4459/10186 [1:13:01<1:33:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4460/10186 [1:13:04<1:33:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4460/10186 [1:13:04<1:33:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4461/10186 [1:13:04<1:33:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4461/10186 [1:13:04<1:33:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4462/10186 [1:13:05<1:33:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4462/10186 [1:13:05<1:33:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4463/10186 [1:13:05<1:33:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4463/10186 [1:13:05<1:33:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4464/10186 [1:13:07<1:33:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4464/10186 [1:13:07<1:33:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4465/10186 [1:13:08<1:33:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4465/10186 [1:13:08<1:33:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4466/10186 [1:13:09<1:33:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4466/10186 [1:13:09<1:33:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4467/10186 [1:13:09<1:33:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4467/10186 [1:13:09<1:33:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4468/10186 [1:13:11<1:33:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4468/10186 [1:13:11<1:33:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4469/10186 [1:13:12<1:33:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4469/10186 [1:13:12<1:33:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4470/10186 [1:13:12<1:33:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4470/10186 [1:13:12<1:33:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4471/10186 [1:13:13<1:33:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4471/10186 [1:13:13<1:33:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4472/10186 [1:13:15<1:33:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4472/10186 [1:13:15<1:33:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4473/10186 [1:13:16<1:33:35,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4474/10186 [1:13:16<1:33:33,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4475/10186 [1:13:17<1:33:32,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4476/10186 [1:13:19<1:33:32,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4477/10186 [1:13:20<1:33:31,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4478/10186 [1:13:20<1:33:29,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4479/10186 [1:13:21<1:33:28,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4480/10186 [1:13:23<1:33:28,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4481/10186 [1:13:24<1:33:27,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4482/10186 [1:13:24<1:33:25,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4483/10186 [1:13:25<1:33:24,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  44%|▍| 4484/10186 [1:13:27<1:33:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4484/10186 [1:13:27<1:33:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4485/10186 [1:13:28<1:33:23,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4486/10186 [1:13:28<1:33:21,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4487/10186 [1:13:29<1:33:20,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4488/10186 [1:13:31<1:33:20,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4489/10186 [1:13:31<1:33:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4489/10186 [1:13:31<1:33:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4490/10186 [1:13:32<1:33:17,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4491/10186 [1:13:33<1:33:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4491/10186 [1:13:33<1:33:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4492/10186 [1:13:35<1:33:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4492/10186 [1:13:35<1:33:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4493/10186 [1:13:35<1:33:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4493/10186 [1:13:35<1:33:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4494/10186 [1:13:36<1:33:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4494/10186 [1:13:36<1:33:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4495/10186 [1:13:36<1:33:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4495/10186 [1:13:36<1:33:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4496/10186 [1:13:39<1:33:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4496/10186 [1:13:39<1:33:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4497/10186 [1:13:39<1:33:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4497/10186 [1:13:39<1:33:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4498/10186 [1:13:40<1:33:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4498/10186 [1:13:40<1:33:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4499/10186 [1:13:40<1:33:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4499/10186 [1:13:40<1:33:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4500/10186 [1:13:43<1:33:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4500/10186 [1:13:43<1:33:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4501/10186 [1:13:43<1:33:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4501/10186 [1:13:43<1:33:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4502/10186 [1:13:44<1:33:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4502/10186 [1:13:44<1:33:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4503/10186 [1:13:44<1:33:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4503/10186 [1:13:44<1:33:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4504/10186 [1:13:46<1:33:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4504/10186 [1:13:46<1:33:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4505/10186 [1:13:47<1:33:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4505/10186 [1:13:47<1:33:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4506/10186 [1:13:48<1:33:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4506/10186 [1:13:48<1:33:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4507/10186 [1:13:48<1:33:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4507/10186 [1:13:48<1:33:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4508/10186 [1:13:50<1:33:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4508/10186 [1:13:50<1:33:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4509/10186 [1:13:51<1:32:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4509/10186 [1:13:51<1:32:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4510/10186 [1:13:51<1:32:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4510/10186 [1:13:51<1:32:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4511/10186 [1:13:52<1:32:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4511/10186 [1:13:52<1:32:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4512/10186 [1:13:54<1:32:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4512/10186 [1:13:54<1:32:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4513/10186 [1:13:55<1:32:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4513/10186 [1:13:55<1:32:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4514/10186 [1:13:55<1:32:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4514/10186 [1:13:55<1:32:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4515/10186 [1:13:56<1:32:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4515/10186 [1:13:56<1:32:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4516/10186 [1:13:58<1:32:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4516/10186 [1:13:58<1:32:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4517/10186 [1:13:59<1:32:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4517/10186 [1:13:59<1:32:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4518/10186 [1:13:59<1:32:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4518/10186 [1:13:59<1:32:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4519/10186 [1:14:00<1:32:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4519/10186 [1:14:00<1:32:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4520/10186 [1:14:02<1:32:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4520/10186 [1:14:02<1:32:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4521/10186 [1:14:03<1:32:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4521/10186 [1:14:03<1:32:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4522/10186 [1:14:03<1:32:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4522/10186 [1:14:03<1:32:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4523/10186 [1:14:04<1:32:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4523/10186 [1:14:04<1:32:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4524/10186 [1:14:06<1:32:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4524/10186 [1:14:06<1:32:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4525/10186 [1:14:06<1:32:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4525/10186 [1:14:06<1:32:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4526/10186 [1:14:07<1:32:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4526/10186 [1:14:07<1:32:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4527/10186 [1:14:08<1:32:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4527/10186 [1:14:08<1:32:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4528/10186 [1:14:10<1:32:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4528/10186 [1:14:10<1:32:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4529/10186 [1:14:10<1:32:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4529/10186 [1:14:10<1:32:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4530/10186 [1:14:11<1:32:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4530/10186 [1:14:11<1:32:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4531/10186 [1:14:11<1:32:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4531/10186 [1:14:11<1:32:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 4532/10186 [1:14:14<1:32:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  44%|▍| 4532/10186 [1:14:14<1:32:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4533/10186 [1:14:14<1:32:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4533/10186 [1:14:14<1:32:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4534/10186 [1:14:15<1:32:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4534/10186 [1:14:15<1:32:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4535/10186 [1:14:15<1:32:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4535/10186 [1:14:15<1:32:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4536/10186 [1:14:18<1:32:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4536/10186 [1:14:18<1:32:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4537/10186 [1:14:18<1:32:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4537/10186 [1:14:18<1:32:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4538/10186 [1:14:19<1:32:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4538/10186 [1:14:19<1:32:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4539/10186 [1:14:19<1:32:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4539/10186 [1:14:19<1:32:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4540/10186 [1:14:21<1:32:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4540/10186 [1:14:21<1:32:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4541/10186 [1:14:22<1:32:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4541/10186 [1:14:22<1:32:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4542/10186 [1:14:23<1:32:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4542/10186 [1:14:23<1:32:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4543/10186 [1:14:23<1:32:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4543/10186 [1:14:23<1:32:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4544/10186 [1:14:25<1:32:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4544/10186 [1:14:25<1:32:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4545/10186 [1:14:26<1:32:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4545/10186 [1:14:26<1:32:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4546/10186 [1:14:26<1:32:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4546/10186 [1:14:26<1:32:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4547/10186 [1:14:27<1:32:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4547/10186 [1:14:27<1:32:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4548/10186 [1:14:29<1:32:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4548/10186 [1:14:29<1:32:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4549/10186 [1:14:30<1:32:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4549/10186 [1:14:30<1:32:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4550/10186 [1:14:30<1:32:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4550/10186 [1:14:30<1:32:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4551/10186 [1:14:31<1:32:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4551/10186 [1:14:31<1:32:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4552/10186 [1:14:33<1:32:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4552/10186 [1:14:33<1:32:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4553/10186 [1:14:34<1:32:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4553/10186 [1:14:34<1:32:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4554/10186 [1:14:34<1:32:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4554/10186 [1:14:34<1:32:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4555/10186 [1:14:35<1:32:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4555/10186 [1:14:35<1:32:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4556/10186 [1:14:37<1:32:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4556/10186 [1:14:37<1:32:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4557/10186 [1:14:38<1:32:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4557/10186 [1:14:38<1:32:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4558/10186 [1:14:38<1:32:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4558/10186 [1:14:38<1:32:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4559/10186 [1:14:39<1:32:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4559/10186 [1:14:39<1:32:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4560/10186 [1:14:41<1:32:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4560/10186 [1:14:41<1:32:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4561/10186 [1:14:41<1:32:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4561/10186 [1:14:41<1:32:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4562/10186 [1:14:42<1:32:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4562/10186 [1:14:42<1:32:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4563/10186 [1:14:43<1:32:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4563/10186 [1:14:43<1:32:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4564/10186 [1:14:45<1:32:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4564/10186 [1:14:45<1:32:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4565/10186 [1:14:45<1:32:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4565/10186 [1:14:45<1:32:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4566/10186 [1:14:46<1:32:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4566/10186 [1:14:46<1:32:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4567/10186 [1:14:46<1:32:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4567/10186 [1:14:46<1:32:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4568/10186 [1:14:49<1:32:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4568/10186 [1:14:49<1:32:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4569/10186 [1:14:49<1:31:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4569/10186 [1:14:49<1:31:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4570/10186 [1:14:50<1:31:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4570/10186 [1:14:50<1:31:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4571/10186 [1:14:50<1:31:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4571/10186 [1:14:50<1:31:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4572/10186 [1:14:53<1:31:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4572/10186 [1:14:53<1:31:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4573/10186 [1:14:53<1:31:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4573/10186 [1:14:53<1:31:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  45%|▍| 4574/10186 [1:14:54<1:31:53,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  45%|▍| 4575/10186 [1:14:54<1:31:52,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4576/10186 [1:14:56<1:31:53,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4577/10186 [1:14:57<1:31:51,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4578/10186 [1:14:57<1:31:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4578/10186 [1:14:57<1:31:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4579/10186 [1:14:58<1:31:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4579/10186 [1:14:58<1:31:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  45%|▍| 4580/10186 [1:15:00<1:31:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4580/10186 [1:15:00<1:31:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4581/10186 [1:15:01<1:31:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4581/10186 [1:15:01<1:31:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4582/10186 [1:15:01<1:31:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4582/10186 [1:15:01<1:31:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  45%|▍| 4583/10186 [1:15:02<1:31:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4583/10186 [1:15:02<1:31:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4584/10186 [1:15:04<1:31:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4584/10186 [1:15:04<1:31:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4585/10186 [1:15:05<1:31:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4585/10186 [1:15:05<1:31:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4586/10186 [1:15:05<1:31:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4586/10186 [1:15:05<1:31:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4587/10186 [1:15:06<1:31:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4587/10186 [1:15:06<1:31:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4588/10186 [1:15:08<1:31:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4588/10186 [1:15:08<1:31:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4589/10186 [1:15:09<1:31:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4589/10186 [1:15:09<1:31:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4590/10186 [1:15:09<1:31:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4590/10186 [1:15:09<1:31:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4591/10186 [1:15:10<1:31:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4591/10186 [1:15:10<1:31:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4592/10186 [1:15:12<1:31:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4592/10186 [1:15:12<1:31:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4593/10186 [1:15:13<1:31:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4593/10186 [1:15:13<1:31:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4594/10186 [1:15:13<1:31:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4594/10186 [1:15:13<1:31:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4595/10186 [1:15:14<1:31:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4595/10186 [1:15:14<1:31:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4596/10186 [1:15:16<1:31:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4596/10186 [1:15:16<1:31:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4597/10186 [1:15:16<1:31:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4597/10186 [1:15:16<1:31:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4598/10186 [1:15:17<1:31:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4598/10186 [1:15:17<1:31:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4599/10186 [1:15:18<1:31:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4599/10186 [1:15:18<1:31:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4600/10186 [1:15:20<1:31:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4600/10186 [1:15:20<1:31:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4601/10186 [1:15:20<1:31:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4601/10186 [1:15:20<1:31:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4602/10186 [1:15:21<1:31:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4602/10186 [1:15:21<1:31:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4603/10186 [1:15:21<1:31:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4603/10186 [1:15:21<1:31:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4604/10186 [1:15:24<1:31:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4604/10186 [1:15:24<1:31:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4605/10186 [1:15:24<1:31:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4605/10186 [1:15:24<1:31:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4606/10186 [1:15:25<1:31:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4606/10186 [1:15:25<1:31:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4607/10186 [1:15:25<1:31:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4607/10186 [1:15:25<1:31:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4608/10186 [1:15:28<1:31:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4608/10186 [1:15:28<1:31:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4609/10186 [1:15:28<1:31:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4609/10186 [1:15:28<1:31:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4610/10186 [1:15:29<1:31:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4610/10186 [1:15:29<1:31:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4611/10186 [1:15:29<1:31:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4611/10186 [1:15:29<1:31:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4612/10186 [1:15:31<1:31:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4612/10186 [1:15:31<1:31:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4613/10186 [1:15:32<1:31:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4613/10186 [1:15:32<1:31:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4614/10186 [1:15:33<1:31:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4614/10186 [1:15:33<1:31:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4615/10186 [1:15:33<1:31:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4615/10186 [1:15:33<1:31:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4616/10186 [1:15:35<1:31:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4616/10186 [1:15:35<1:31:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4617/10186 [1:15:36<1:31:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4617/10186 [1:15:36<1:31:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4618/10186 [1:15:36<1:31:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4618/10186 [1:15:36<1:31:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4619/10186 [1:15:37<1:31:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4619/10186 [1:15:37<1:31:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4620/10186 [1:15:39<1:31:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4620/10186 [1:15:39<1:31:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4621/10186 [1:15:40<1:31:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4621/10186 [1:15:40<1:31:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4622/10186 [1:15:40<1:31:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4622/10186 [1:15:40<1:31:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4623/10186 [1:15:41<1:31:04,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4624/10186 [1:15:43<1:31:05,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  45%|▍| 4625/10186 [1:15:44<1:31:03,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4626/10186 [1:15:44<1:31:02,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4627/10186 [1:15:45<1:31:00,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4628/10186 [1:15:47<1:31:01,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  45%|▍| 4629/10186 [1:15:48<1:30:59,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  45%|▍| 4630/10186 [1:15:48<1:30:58,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4631/10186 [1:15:49<1:30:56,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4632/10186 [1:15:51<1:30:57,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4633/10186 [1:15:51<1:30:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4633/10186 [1:15:51<1:30:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 4634/10186 [1:15:52<1:30:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  45%|▍| 4634/10186 [1:15:52<1:30:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4635/10186 [1:15:53<1:30:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4635/10186 [1:15:53<1:30:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4636/10186 [1:15:55<1:30:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4636/10186 [1:15:55<1:30:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4637/10186 [1:15:55<1:30:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4637/10186 [1:15:55<1:30:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4638/10186 [1:15:56<1:30:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4638/10186 [1:15:56<1:30:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4639/10186 [1:15:56<1:30:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4639/10186 [1:15:56<1:30:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4640/10186 [1:15:59<1:30:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4640/10186 [1:15:59<1:30:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4641/10186 [1:15:59<1:30:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4641/10186 [1:15:59<1:30:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4642/10186 [1:16:00<1:30:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4642/10186 [1:16:00<1:30:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4643/10186 [1:16:00<1:30:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4643/10186 [1:16:00<1:30:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4644/10186 [1:16:03<1:30:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4644/10186 [1:16:03<1:30:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4645/10186 [1:16:03<1:30:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4645/10186 [1:16:03<1:30:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4646/10186 [1:16:04<1:30:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4646/10186 [1:16:04<1:30:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4647/10186 [1:16:04<1:30:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4647/10186 [1:16:04<1:30:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4648/10186 [1:16:06<1:30:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4648/10186 [1:16:06<1:30:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4649/10186 [1:16:07<1:30:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4649/10186 [1:16:07<1:30:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4650/10186 [1:16:08<1:30:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4650/10186 [1:16:08<1:30:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4651/10186 [1:16:08<1:30:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4651/10186 [1:16:08<1:30:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4652/10186 [1:16:10<1:30:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4652/10186 [1:16:10<1:30:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4653/10186 [1:16:11<1:30:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4653/10186 [1:16:11<1:30:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4654/10186 [1:16:11<1:30:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4654/10186 [1:16:11<1:30:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4655/10186 [1:16:12<1:30:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4655/10186 [1:16:12<1:30:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4656/10186 [1:16:14<1:30:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4656/10186 [1:16:14<1:30:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4657/10186 [1:16:15<1:30:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4657/10186 [1:16:15<1:30:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4658/10186 [1:16:15<1:30:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4658/10186 [1:16:15<1:30:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4659/10186 [1:16:16<1:30:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4659/10186 [1:16:16<1:30:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4660/10186 [1:16:18<1:30:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4660/10186 [1:16:18<1:30:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4661/10186 [1:16:19<1:30:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4661/10186 [1:16:19<1:30:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4662/10186 [1:16:19<1:30:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4662/10186 [1:16:19<1:30:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4663/10186 [1:16:20<1:30:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4663/10186 [1:16:20<1:30:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4664/10186 [1:16:22<1:30:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4664/10186 [1:16:22<1:30:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4665/10186 [1:16:22<1:30:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4665/10186 [1:16:22<1:30:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4666/10186 [1:16:23<1:30:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4666/10186 [1:16:23<1:30:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4667/10186 [1:16:24<1:30:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4667/10186 [1:16:24<1:30:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4668/10186 [1:16:26<1:30:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4668/10186 [1:16:26<1:30:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4669/10186 [1:16:26<1:30:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4669/10186 [1:16:26<1:30:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4670/10186 [1:16:27<1:30:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4670/10186 [1:16:27<1:30:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4671/10186 [1:16:27<1:30:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4671/10186 [1:16:27<1:30:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4672/10186 [1:16:30<1:30:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4672/10186 [1:16:30<1:30:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4673/10186 [1:16:30<1:30:15,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4674/10186 [1:16:31<1:30:14,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4675/10186 [1:16:31<1:30:13,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4676/10186 [1:16:34<1:30:13,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4677/10186 [1:16:34<1:30:12,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4678/10186 [1:16:35<1:30:10,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4679/10186 [1:16:35<1:30:09,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4680/10186 [1:16:37<1:30:09,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4681/10186 [1:16:38<1:30:08,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4682/10186 [1:16:39<1:30:06,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4683/10186 [1:16:39<1:30:05,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4684/10186 [1:16:41<1:30:05,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4685/10186 [1:16:42<1:30:04,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4686/10186 [1:16:42<1:30:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4686/10186 [1:16:42<1:30:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4687/10186 [1:16:43<1:30:01,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4688/10186 [1:16:45<1:30:01,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4689/10186 [1:16:46<1:30:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4689/10186 [1:16:46<1:30:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4690/10186 [1:16:46<1:29:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4690/10186 [1:16:46<1:29:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4691/10186 [1:16:47<1:29:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4691/10186 [1:16:47<1:29:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4692/10186 [1:16:49<1:29:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4692/10186 [1:16:49<1:29:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4693/10186 [1:16:50<1:29:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4693/10186 [1:16:50<1:29:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4694/10186 [1:16:50<1:29:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4694/10186 [1:16:50<1:29:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4695/10186 [1:16:51<1:29:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4695/10186 [1:16:51<1:29:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4696/10186 [1:16:53<1:29:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4696/10186 [1:16:53<1:29:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4697/10186 [1:16:54<1:29:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4697/10186 [1:16:54<1:29:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4698/10186 [1:16:54<1:29:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4698/10186 [1:16:54<1:29:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4699/10186 [1:16:55<1:29:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4699/10186 [1:16:55<1:29:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4700/10186 [1:16:57<1:29:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4700/10186 [1:16:57<1:29:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4701/10186 [1:16:57<1:29:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4701/10186 [1:16:57<1:29:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4702/10186 [1:16:58<1:29:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4702/10186 [1:16:58<1:29:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4703/10186 [1:16:59<1:29:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4703/10186 [1:16:59<1:29:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4704/10186 [1:17:01<1:29:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4704/10186 [1:17:01<1:29:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4705/10186 [1:17:01<1:29:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4705/10186 [1:17:01<1:29:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4706/10186 [1:17:02<1:29:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4706/10186 [1:17:02<1:29:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4707/10186 [1:17:02<1:29:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4707/10186 [1:17:02<1:29:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4708/10186 [1:17:05<1:29:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4708/10186 [1:17:05<1:29:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4709/10186 [1:17:05<1:29:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4709/10186 [1:17:05<1:29:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4710/10186 [1:17:06<1:29:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4710/10186 [1:17:06<1:29:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4711/10186 [1:17:06<1:29:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4711/10186 [1:17:06<1:29:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4712/10186 [1:17:09<1:29:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4712/10186 [1:17:09<1:29:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4713/10186 [1:17:09<1:29:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4713/10186 [1:17:09<1:29:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4714/10186 [1:17:10<1:29:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4714/10186 [1:17:10<1:29:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4715/10186 [1:17:10<1:29:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4715/10186 [1:17:10<1:29:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4716/10186 [1:17:12<1:29:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4716/10186 [1:17:12<1:29:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4717/10186 [1:17:13<1:29:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4717/10186 [1:17:13<1:29:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4718/10186 [1:17:14<1:29:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4718/10186 [1:17:14<1:29:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4719/10186 [1:17:14<1:29:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4719/10186 [1:17:14<1:29:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4720/10186 [1:17:16<1:29:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4720/10186 [1:17:16<1:29:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4721/10186 [1:17:17<1:29:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4721/10186 [1:17:17<1:29:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4722/10186 [1:17:17<1:29:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4722/10186 [1:17:17<1:29:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4723/10186 [1:17:18<1:29:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4723/10186 [1:17:18<1:29:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4724/10186 [1:17:20<1:29:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4724/10186 [1:17:20<1:29:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4725/10186 [1:17:21<1:29:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4725/10186 [1:17:21<1:29:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4726/10186 [1:17:21<1:29:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4726/10186 [1:17:21<1:29:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4727/10186 [1:17:22<1:29:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4727/10186 [1:17:22<1:29:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4728/10186 [1:17:24<1:29:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4728/10186 [1:17:24<1:29:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4729/10186 [1:17:25<1:29:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4729/10186 [1:17:25<1:29:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4730/10186 [1:17:25<1:29:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4730/10186 [1:17:25<1:29:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4731/10186 [1:17:26<1:29:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4731/10186 [1:17:26<1:29:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4732/10186 [1:17:28<1:29:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4732/10186 [1:17:28<1:29:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4733/10186 [1:17:29<1:29:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4733/10186 [1:17:29<1:29:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  46%|▍| 4734/10186 [1:17:29<1:29:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4734/10186 [1:17:29<1:29:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4735/10186 [1:17:30<1:29:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4735/10186 [1:17:30<1:29:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 4736/10186 [1:17:32<1:29:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  46%|▍| 4736/10186 [1:17:32<1:29:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  47%|▍| 4737/10186 [1:17:32<1:29:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4737/10186 [1:17:32<1:29:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4738/10186 [1:17:33<1:29:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4738/10186 [1:17:33<1:29:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4739/10186 [1:17:34<1:29:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4739/10186 [1:17:34<1:29:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4740/10186 [1:17:36<1:29:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4740/10186 [1:17:36<1:29:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4741/10186 [1:17:36<1:29:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4741/10186 [1:17:36<1:29:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4742/10186 [1:17:37<1:29:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4742/10186 [1:17:37<1:29:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4743/10186 [1:17:37<1:29:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4743/10186 [1:17:37<1:29:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4744/10186 [1:17:40<1:29:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4744/10186 [1:17:40<1:29:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4745/10186 [1:17:40<1:29:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4745/10186 [1:17:40<1:29:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4746/10186 [1:17:41<1:29:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4746/10186 [1:17:41<1:29:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4747/10186 [1:17:41<1:29:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4747/10186 [1:17:41<1:29:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4748/10186 [1:17:44<1:29:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4748/10186 [1:17:44<1:29:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4749/10186 [1:17:44<1:29:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4749/10186 [1:17:44<1:29:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4750/10186 [1:17:45<1:28:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4750/10186 [1:17:45<1:28:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4751/10186 [1:17:45<1:28:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4751/10186 [1:17:45<1:28:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4752/10186 [1:17:47<1:28:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4752/10186 [1:17:47<1:28:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4753/10186 [1:17:48<1:28:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4753/10186 [1:17:48<1:28:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4754/10186 [1:17:49<1:28:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4754/10186 [1:17:49<1:28:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4755/10186 [1:17:49<1:28:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4755/10186 [1:17:49<1:28:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4756/10186 [1:17:51<1:28:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4756/10186 [1:17:51<1:28:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4757/10186 [1:17:52<1:28:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4757/10186 [1:17:52<1:28:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4758/10186 [1:17:52<1:28:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4758/10186 [1:17:52<1:28:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4759/10186 [1:17:53<1:28:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4759/10186 [1:17:53<1:28:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4760/10186 [1:17:55<1:28:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4760/10186 [1:17:55<1:28:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4761/10186 [1:17:56<1:28:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4761/10186 [1:17:56<1:28:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4762/10186 [1:17:56<1:28:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4762/10186 [1:17:56<1:28:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4763/10186 [1:17:57<1:28:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4763/10186 [1:17:57<1:28:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4764/10186 [1:17:59<1:28:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4764/10186 [1:17:59<1:28:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4765/10186 [1:18:00<1:28:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4765/10186 [1:18:00<1:28:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4766/10186 [1:18:00<1:28:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4766/10186 [1:18:00<1:28:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4767/10186 [1:18:01<1:28:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4767/10186 [1:18:01<1:28:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4768/10186 [1:18:03<1:28:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4768/10186 [1:18:03<1:28:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4769/10186 [1:18:04<1:28:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4769/10186 [1:18:04<1:28:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4770/10186 [1:18:04<1:28:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4770/10186 [1:18:04<1:28:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4771/10186 [1:18:05<1:28:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4771/10186 [1:18:05<1:28:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4772/10186 [1:18:07<1:28:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4772/10186 [1:18:07<1:28:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4773/10186 [1:18:07<1:28:36,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4774/10186 [1:18:08<1:28:35,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4775/10186 [1:18:09<1:28:33,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4776/10186 [1:18:11<1:28:34,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4777/10186 [1:18:11<1:28:32,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4778/10186 [1:18:12<1:28:31,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4779/10186 [1:18:12<1:28:29,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4780/10186 [1:18:15<1:28:30,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4781/10186 [1:18:15<1:28:28,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4782/10186 [1:18:16<1:28:27,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  47%|▍| 4783/10186 [1:18:16<1:28:25,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4784/10186 [1:18:19<1:28:26,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4785/10186 [1:18:19<1:28:24,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4786/10186 [1:18:20<1:28:23,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4787/10186 [1:18:20<1:28:21,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4788/10186 [1:18:22<1:28:22,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4789/10186 [1:18:23<1:28:20,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4790/10186 [1:18:24<1:28:19,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4791/10186 [1:18:24<1:28:17,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4792/10186 [1:18:26<1:28:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4792/10186 [1:18:26<1:28:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4793/10186 [1:18:27<1:28:16,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4794/10186 [1:18:27<1:28:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4794/10186 [1:18:27<1:28:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4795/10186 [1:18:28<1:28:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4795/10186 [1:18:28<1:28:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4796/10186 [1:18:30<1:28:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4796/10186 [1:18:30<1:28:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4797/10186 [1:18:31<1:28:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4797/10186 [1:18:31<1:28:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4798/10186 [1:18:31<1:28:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4798/10186 [1:18:31<1:28:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4799/10186 [1:18:32<1:28:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4799/10186 [1:18:32<1:28:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4800/10186 [1:18:34<1:28:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4800/10186 [1:18:34<1:28:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4801/10186 [1:18:35<1:28:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4801/10186 [1:18:35<1:28:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4802/10186 [1:18:35<1:28:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4802/10186 [1:18:35<1:28:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4803/10186 [1:18:36<1:28:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4803/10186 [1:18:36<1:28:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4804/10186 [1:18:38<1:28:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4804/10186 [1:18:38<1:28:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4805/10186 [1:18:39<1:28:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4805/10186 [1:18:39<1:28:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4806/10186 [1:18:39<1:28:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4806/10186 [1:18:39<1:28:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4807/10186 [1:18:40<1:28:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4807/10186 [1:18:40<1:28:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4808/10186 [1:18:42<1:28:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4808/10186 [1:18:42<1:28:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4809/10186 [1:18:42<1:28:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4809/10186 [1:18:42<1:28:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4810/10186 [1:18:43<1:27:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4810/10186 [1:18:43<1:27:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4811/10186 [1:18:44<1:27:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4811/10186 [1:18:44<1:27:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4812/10186 [1:18:46<1:27:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4812/10186 [1:18:46<1:27:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4813/10186 [1:18:46<1:27:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4813/10186 [1:18:46<1:27:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4814/10186 [1:18:47<1:27:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4814/10186 [1:18:47<1:27:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4815/10186 [1:18:47<1:27:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4815/10186 [1:18:47<1:27:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4816/10186 [1:18:50<1:27:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4816/10186 [1:18:50<1:27:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4817/10186 [1:18:50<1:27:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4817/10186 [1:18:50<1:27:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4818/10186 [1:18:51<1:27:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4818/10186 [1:18:51<1:27:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4819/10186 [1:18:51<1:27:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4819/10186 [1:18:51<1:27:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4820/10186 [1:18:54<1:27:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4820/10186 [1:18:54<1:27:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4821/10186 [1:18:54<1:27:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4821/10186 [1:18:54<1:27:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4822/10186 [1:18:55<1:27:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4822/10186 [1:18:55<1:27:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4823/10186 [1:18:55<1:27:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4823/10186 [1:18:55<1:27:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4824/10186 [1:18:57<1:27:46,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4825/10186 [1:18:58<1:27:44,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4826/10186 [1:18:59<1:27:43,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4827/10186 [1:18:59<1:27:42,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4828/10186 [1:19:01<1:27:42,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4829/10186 [1:19:02<1:27:40,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4830/10186 [1:19:02<1:27:39,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4831/10186 [1:19:03<1:27:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4831/10186 [1:19:03<1:27:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4832/10186 [1:19:05<1:27:38,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4833/10186 [1:19:06<1:27:36,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4834/10186 [1:19:06<1:27:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4834/10186 [1:19:06<1:27:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4835/10186 [1:19:07<1:27:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4835/10186 [1:19:07<1:27:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4836/10186 [1:19:09<1:27:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4836/10186 [1:19:09<1:27:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4837/10186 [1:19:10<1:27:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4837/10186 [1:19:10<1:27:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 4838/10186 [1:19:10<1:27:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  47%|▍| 4838/10186 [1:19:10<1:27:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4839/10186 [1:19:11<1:27:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4839/10186 [1:19:11<1:27:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4840/10186 [1:19:13<1:27:30,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4841/10186 [1:19:14<1:27:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4841/10186 [1:19:14<1:27:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4842/10186 [1:19:14<1:27:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4842/10186 [1:19:14<1:27:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4843/10186 [1:19:15<1:27:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4843/10186 [1:19:15<1:27:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4844/10186 [1:19:17<1:27:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4844/10186 [1:19:17<1:27:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4845/10186 [1:19:17<1:27:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4845/10186 [1:19:17<1:27:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4846/10186 [1:19:18<1:27:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4846/10186 [1:19:18<1:27:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4847/10186 [1:19:19<1:27:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4847/10186 [1:19:19<1:27:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4848/10186 [1:19:21<1:27:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4848/10186 [1:19:21<1:27:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4849/10186 [1:19:21<1:27:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4849/10186 [1:19:21<1:27:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4850/10186 [1:19:22<1:27:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4850/10186 [1:19:22<1:27:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4851/10186 [1:19:22<1:27:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4851/10186 [1:19:22<1:27:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4852/10186 [1:19:25<1:27:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4852/10186 [1:19:25<1:27:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4853/10186 [1:19:25<1:27:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4853/10186 [1:19:25<1:27:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4854/10186 [1:19:26<1:27:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4854/10186 [1:19:26<1:27:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4855/10186 [1:19:26<1:27:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4855/10186 [1:19:26<1:27:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4856/10186 [1:19:29<1:27:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4856/10186 [1:19:29<1:27:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4857/10186 [1:19:29<1:27:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4857/10186 [1:19:29<1:27:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4858/10186 [1:19:30<1:27:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4858/10186 [1:19:30<1:27:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4859/10186 [1:19:30<1:27:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4859/10186 [1:19:30<1:27:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4860/10186 [1:19:32<1:27:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4860/10186 [1:19:32<1:27:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4861/10186 [1:19:33<1:27:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4861/10186 [1:19:33<1:27:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4862/10186 [1:19:34<1:27:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4862/10186 [1:19:34<1:27:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4863/10186 [1:19:34<1:27:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4863/10186 [1:19:34<1:27:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4864/10186 [1:19:36<1:27:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4864/10186 [1:19:36<1:27:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4865/10186 [1:19:37<1:27:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4865/10186 [1:19:37<1:27:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4866/10186 [1:19:37<1:27:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4866/10186 [1:19:37<1:27:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4867/10186 [1:19:38<1:27:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4867/10186 [1:19:38<1:27:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4868/10186 [1:19:40<1:27:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4868/10186 [1:19:40<1:27:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4869/10186 [1:19:41<1:27:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4869/10186 [1:19:41<1:27:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4870/10186 [1:19:41<1:26:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4870/10186 [1:19:41<1:26:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4871/10186 [1:19:42<1:26:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4871/10186 [1:19:42<1:26:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4872/10186 [1:19:44<1:26:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4872/10186 [1:19:44<1:26:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4873/10186 [1:19:45<1:26:57,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4874/10186 [1:19:45<1:26:55,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4875/10186 [1:19:46<1:26:54,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4876/10186 [1:19:48<1:26:54,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4877/10186 [1:19:49<1:26:53,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4878/10186 [1:19:49<1:26:51,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4879/10186 [1:19:50<1:26:50,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4880/10186 [1:19:52<1:26:50,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4881/10186 [1:19:52<1:26:49,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4882/10186 [1:19:53<1:26:47,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4883/10186 [1:19:54<1:26:46,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4884/10186 [1:19:56<1:26:46,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4885/10186 [1:19:56<1:26:45,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4886/10186 [1:19:57<1:26:43,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4887/10186 [1:19:57<1:26:42,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4888/10186 [1:20:00<1:26:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4888/10186 [1:20:00<1:26:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4889/10186 [1:20:00<1:26:41,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4890/10186 [1:20:01<1:26:39,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4891/10186 [1:20:01<1:26:38,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4892/10186 [1:20:04<1:26:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4892/10186 [1:20:04<1:26:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4893/10186 [1:20:04<1:26:37,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4894/10186 [1:20:05<1:26:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4894/10186 [1:20:05<1:26:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4895/10186 [1:20:05<1:26:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4895/10186 [1:20:05<1:26:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4896/10186 [1:20:07<1:26:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4896/10186 [1:20:07<1:26:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4897/10186 [1:20:08<1:26:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4897/10186 [1:20:08<1:26:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4898/10186 [1:20:09<1:26:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4898/10186 [1:20:09<1:26:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4899/10186 [1:20:09<1:26:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4899/10186 [1:20:09<1:26:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4900/10186 [1:20:11<1:26:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4900/10186 [1:20:11<1:26:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4901/10186 [1:20:12<1:26:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4901/10186 [1:20:12<1:26:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4902/10186 [1:20:12<1:26:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4902/10186 [1:20:12<1:26:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4903/10186 [1:20:13<1:26:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4903/10186 [1:20:13<1:26:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4904/10186 [1:20:15<1:26:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4904/10186 [1:20:15<1:26:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4905/10186 [1:20:16<1:26:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4905/10186 [1:20:16<1:26:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4906/10186 [1:20:16<1:26:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4906/10186 [1:20:16<1:26:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4907/10186 [1:20:17<1:26:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4907/10186 [1:20:17<1:26:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4908/10186 [1:20:19<1:26:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4908/10186 [1:20:19<1:26:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4909/10186 [1:20:20<1:26:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4909/10186 [1:20:20<1:26:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4910/10186 [1:20:20<1:26:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4910/10186 [1:20:20<1:26:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4911/10186 [1:20:21<1:26:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4911/10186 [1:20:21<1:26:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4912/10186 [1:20:23<1:26:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4912/10186 [1:20:23<1:26:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4913/10186 [1:20:24<1:26:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4913/10186 [1:20:24<1:26:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4914/10186 [1:20:24<1:26:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4914/10186 [1:20:24<1:26:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4915/10186 [1:20:25<1:26:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4915/10186 [1:20:25<1:26:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4916/10186 [1:20:27<1:26:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4916/10186 [1:20:27<1:26:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4917/10186 [1:20:27<1:26:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4917/10186 [1:20:27<1:26:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4918/10186 [1:20:28<1:26:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4918/10186 [1:20:28<1:26:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4919/10186 [1:20:29<1:26:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4919/10186 [1:20:29<1:26:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4920/10186 [1:20:31<1:26:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4920/10186 [1:20:31<1:26:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4921/10186 [1:20:31<1:26:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4921/10186 [1:20:31<1:26:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4922/10186 [1:20:32<1:26:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4922/10186 [1:20:32<1:26:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4923/10186 [1:20:32<1:26:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4923/10186 [1:20:32<1:26:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4924/10186 [1:20:35<1:26:07,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4925/10186 [1:20:35<1:26:05,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4926/10186 [1:20:36<1:26:04,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4927/10186 [1:20:36<1:26:02,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4928/10186 [1:20:39<1:26:03,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4929/10186 [1:20:39<1:26:01,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4930/10186 [1:20:40<1:26:00,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4931/10186 [1:20:40<1:25:58,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4932/10186 [1:20:42<1:25:59,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4933/10186 [1:20:43<1:25:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4933/10186 [1:20:43<1:25:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4934/10186 [1:20:44<1:25:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4934/10186 [1:20:44<1:25:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4935/10186 [1:20:44<1:25:54,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4936/10186 [1:20:46<1:25:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4936/10186 [1:20:46<1:25:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4937/10186 [1:20:47<1:25:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4937/10186 [1:20:47<1:25:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4938/10186 [1:20:47<1:25:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4938/10186 [1:20:47<1:25:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  48%|▍| 4939/10186 [1:20:48<1:25:50,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 4940/10186 [1:20:50<1:25:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  48%|▍| 4940/10186 [1:20:50<1:25:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4941/10186 [1:20:51<1:25:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4941/10186 [1:20:51<1:25:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 4942/10186 [1:20:51<1:25:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4942/10186 [1:20:51<1:25:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4943/10186 [1:20:52<1:25:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4943/10186 [1:20:52<1:25:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4944/10186 [1:20:54<1:25:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4944/10186 [1:20:54<1:25:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4945/10186 [1:20:55<1:25:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4945/10186 [1:20:55<1:25:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4946/10186 [1:20:55<1:25:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4946/10186 [1:20:55<1:25:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4947/10186 [1:20:56<1:25:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4947/10186 [1:20:56<1:25:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4948/10186 [1:20:58<1:25:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4948/10186 [1:20:58<1:25:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4949/10186 [1:20:59<1:25:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4949/10186 [1:20:59<1:25:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4950/10186 [1:20:59<1:25:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4950/10186 [1:20:59<1:25:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4951/10186 [1:21:00<1:25:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4951/10186 [1:21:00<1:25:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4952/10186 [1:21:02<1:25:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4952/10186 [1:21:02<1:25:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4953/10186 [1:21:02<1:25:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4953/10186 [1:21:02<1:25:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|��| 4954/10186 [1:21:03<1:25:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4954/10186 [1:21:03<1:25:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4955/10186 [1:21:04<1:25:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4955/10186 [1:21:04<1:25:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4956/10186 [1:21:06<1:25:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4956/10186 [1:21:06<1:25:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4957/10186 [1:21:06<1:25:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4957/10186 [1:21:06<1:25:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4958/10186 [1:21:07<1:25:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4958/10186 [1:21:07<1:25:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4959/10186 [1:21:07<1:25:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4959/10186 [1:21:07<1:25:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4960/10186 [1:21:10<1:25:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4960/10186 [1:21:10<1:25:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4961/10186 [1:21:10<1:25:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4961/10186 [1:21:10<1:25:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4962/10186 [1:21:11<1:25:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4962/10186 [1:21:11<1:25:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4963/10186 [1:21:11<1:25:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4963/10186 [1:21:11<1:25:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4964/10186 [1:21:14<1:25:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4964/10186 [1:21:14<1:25:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4965/10186 [1:21:14<1:25:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4965/10186 [1:21:14<1:25:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4966/10186 [1:21:15<1:25:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4966/10186 [1:21:15<1:25:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4967/10186 [1:21:15<1:25:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4967/10186 [1:21:15<1:25:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4968/10186 [1:21:17<1:25:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4968/10186 [1:21:17<1:25:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4969/10186 [1:21:18<1:25:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4969/10186 [1:21:18<1:25:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4970/10186 [1:21:19<1:25:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4970/10186 [1:21:19<1:25:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4971/10186 [1:21:19<1:25:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4971/10186 [1:21:19<1:25:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4972/10186 [1:21:21<1:25:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4972/10186 [1:21:21<1:25:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4973/10186 [1:21:22<1:25:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4973/10186 [1:21:22<1:25:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4974/10186 [1:21:22<1:25:16,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4975/10186 [1:21:23<1:25:15,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4976/10186 [1:21:25<1:25:15,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4977/10186 [1:21:26<1:25:14,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4978/10186 [1:21:26<1:25:12,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4979/10186 [1:21:27<1:25:11,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 4980/10186 [1:21:29<1:25:11,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 4981/10186 [1:21:30<1:25:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4981/10186 [1:21:30<1:25:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 4982/10186 [1:21:30<1:25:08,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 4983/10186 [1:21:31<1:25:07,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4984/10186 [1:21:33<1:25:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4984/10186 [1:21:33<1:25:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4985/10186 [1:21:34<1:25:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4985/10186 [1:21:34<1:25:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4986/10186 [1:21:34<1:25:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4986/10186 [1:21:34<1:25:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4987/10186 [1:21:35<1:25:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4987/10186 [1:21:35<1:25:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4988/10186 [1:21:37<1:25:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4988/10186 [1:21:37<1:25:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4989/10186 [1:21:37<1:25:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4989/10186 [1:21:37<1:25:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4990/10186 [1:21:38<1:25:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4990/10186 [1:21:38<1:25:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4991/10186 [1:21:39<1:24:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4991/10186 [1:21:39<1:24:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4992/10186 [1:21:41<1:24:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4992/10186 [1:21:41<1:24:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4993/10186 [1:21:41<1:24:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4993/10186 [1:21:41<1:24:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4994/10186 [1:21:42<1:24:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4994/10186 [1:21:42<1:24:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4995/10186 [1:21:42<1:24:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4995/10186 [1:21:42<1:24:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4996/10186 [1:21:45<1:24:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4996/10186 [1:21:45<1:24:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4997/10186 [1:21:45<1:24:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4997/10186 [1:21:45<1:24:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4998/10186 [1:21:46<1:24:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4998/10186 [1:21:46<1:24:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 4999/10186 [1:21:46<1:24:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 4999/10186 [1:21:46<1:24:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5000/10186 [1:21:49<1:24:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5000/10186 [1:21:49<1:24:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5001/10186 [1:21:58<1:24:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5001/10186 [1:21:58<1:24:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5002/10186 [1:21:58<1:24:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5002/10186 [1:21:58<1:24:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5003/10186 [1:21:59<1:24:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5003/10186 [1:21:59<1:24:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5004/10186 [1:22:01<1:24:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5004/10186 [1:22:01<1:24:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5005/10186 [1:22:02<1:24:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5005/10186 [1:22:02<1:24:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5006/10186 [1:22:02<1:24:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5006/10186 [1:22:02<1:24:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5007/10186 [1:22:03<1:24:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5007/10186 [1:22:03<1:24:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5008/10186 [1:22:05<1:24:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5008/10186 [1:22:05<1:24:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5009/10186 [1:22:05<1:24:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5009/10186 [1:22:05<1:24:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5010/10186 [1:22:06<1:24:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5010/10186 [1:22:06<1:24:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5011/10186 [1:22:07<1:24:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5011/10186 [1:22:07<1:24:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5012/10186 [1:22:09<1:24:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5012/10186 [1:22:09<1:24:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5013/10186 [1:22:09<1:24:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5013/10186 [1:22:09<1:24:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5014/10186 [1:22:10<1:24:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5014/10186 [1:22:10<1:24:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5015/10186 [1:22:10<1:24:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5015/10186 [1:22:10<1:24:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5016/10186 [1:22:13<1:24:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5016/10186 [1:22:13<1:24:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5017/10186 [1:22:13<1:24:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5017/10186 [1:22:13<1:24:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5018/10186 [1:22:14<1:24:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5018/10186 [1:22:14<1:24:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5019/10186 [1:22:14<1:24:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5019/10186 [1:22:14<1:24:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5020/10186 [1:22:17<1:24:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5020/10186 [1:22:17<1:24:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5021/10186 [1:22:17<1:24:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5021/10186 [1:22:17<1:24:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5022/10186 [1:22:18<1:24:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5022/10186 [1:22:18<1:24:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 5023/10186 [1:22:18<1:24:36,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 5024/10186 [1:22:20<1:24:36,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 5025/10186 [1:22:21<1:24:35,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 5026/10186 [1:22:22<1:24:33,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 5027/10186 [1:22:22<1:24:32,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 5028/10186 [1:22:24<1:24:32,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  49%|▍| 5029/10186 [1:22:25<1:24:31,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+      "Epoch 0:  49%|▍| 5030/10186 [1:22:25<1:24:29,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  49%|▍| 5031/10186 [1:22:26<1:24:28,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  49%|▍| 5032/10186 [1:22:28<1:24:28,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  49%|▍| 5033/10186 [1:22:29<1:24:27,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  49%|▍| 5034/10186 [1:22:29<1:24:25,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  49%|▍| 5035/10186 [1:22:30<1:24:24,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  49%|▍| 5036/10186 [1:22:32<1:24:24,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  49%|▍| 5037/10186 [1:22:33<1:24:23,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 5038/10186 [1:22:33<1:24:21,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 5039/10186 [1:22:34<1:24:20,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 5040/10186 [1:22:36<1:24:20,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 5041/10186 [1:22:37<1:24:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5041/10186 [1:22:37<1:24:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  49%|▍| 5042/10186 [1:22:37<1:24:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  49%|▍| 5042/10186 [1:22:37<1:24:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5043/10186 [1:22:38<1:24:16,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5044/10186 [1:22:40<1:24:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5044/10186 [1:22:40<1:24:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5045/10186 [1:22:40<1:24:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5045/10186 [1:22:40<1:24:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5046/10186 [1:22:41<1:24:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5046/10186 [1:22:41<1:24:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5047/10186 [1:22:42<1:24:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5047/10186 [1:22:42<1:24:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5048/10186 [1:22:44<1:24:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5048/10186 [1:22:44<1:24:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5049/10186 [1:22:44<1:24:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5049/10186 [1:22:44<1:24:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5050/10186 [1:22:45<1:24:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5050/10186 [1:22:45<1:24:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5051/10186 [1:22:45<1:24:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5051/10186 [1:22:45<1:24:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5052/10186 [1:22:48<1:24:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5052/10186 [1:22:48<1:24:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5053/10186 [1:22:48<1:24:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5053/10186 [1:22:48<1:24:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5054/10186 [1:22:49<1:24:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5054/10186 [1:22:49<1:24:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5055/10186 [1:22:49<1:24:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5055/10186 [1:22:49<1:24:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5056/10186 [1:22:52<1:24:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5056/10186 [1:22:52<1:24:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5057/10186 [1:22:52<1:24:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5057/10186 [1:22:52<1:24:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5058/10186 [1:22:53<1:24:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5058/10186 [1:22:53<1:24:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5059/10186 [1:22:53<1:24:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5059/10186 [1:22:53<1:24:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5060/10186 [1:22:55<1:24:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5060/10186 [1:22:55<1:24:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5061/10186 [1:22:56<1:23:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5061/10186 [1:22:56<1:23:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5062/10186 [1:22:57<1:23:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5062/10186 [1:22:57<1:23:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5063/10186 [1:22:57<1:23:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5063/10186 [1:22:57<1:23:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5064/10186 [1:22:59<1:23:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5064/10186 [1:22:59<1:23:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5065/10186 [1:23:00<1:23:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5065/10186 [1:23:00<1:23:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5066/10186 [1:23:00<1:23:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5066/10186 [1:23:00<1:23:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5067/10186 [1:23:01<1:23:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5067/10186 [1:23:01<1:23:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5068/10186 [1:23:03<1:23:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5068/10186 [1:23:03<1:23:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5069/10186 [1:23:04<1:23:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5069/10186 [1:23:04<1:23:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5070/10186 [1:23:04<1:23:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5070/10186 [1:23:04<1:23:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5071/10186 [1:23:05<1:23:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5071/10186 [1:23:05<1:23:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 5072/10186 [1:23:07<1:23:48,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  50%|▍| 5073/10186 [1:23:08<1:23:47,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
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+      "Epoch 0:  50%|▍| 5074/10186 [1:23:08<1:23:46,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
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+     "text": [
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+      "Epoch 0:  50%|▍| 5075/10186 [1:23:09<1:23:44,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
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+     "text": [
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+      "Epoch 0:  50%|▍| 5076/10186 [1:23:11<1:23:44,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
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+     "text": [
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+      "Epoch 0:  50%|▍| 5077/10186 [1:23:12<1:23:43,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
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+     "text": [
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+      "Epoch 0:  50%|▍| 5078/10186 [1:23:12<1:23:42,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
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+      "Epoch 0:  50%|▍| 5079/10186 [1:23:13<1:23:40,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5080/10186 [1:23:15<1:23:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
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+      "Epoch 0:  50%|▍| 5080/10186 [1:23:15<1:23:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5081/10186 [1:23:15<1:23:39,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5082/10186 [1:23:16<1:23:38,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
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+      "Epoch 0:  50%|▍| 5083/10186 [1:23:17<1:23:36,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5084/10186 [1:23:19<1:23:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5084/10186 [1:23:19<1:23:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5085/10186 [1:23:19<1:23:35,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5086/10186 [1:23:20<1:23:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5086/10186 [1:23:20<1:23:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5087/10186 [1:23:20<1:23:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5087/10186 [1:23:20<1:23:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5088/10186 [1:23:23<1:23:33,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5089/10186 [1:23:23<1:23:31,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5090/10186 [1:23:24<1:23:30,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5091/10186 [1:23:24<1:23:28,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▍| 5092/10186 [1:23:27<1:23:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▍| 5092/10186 [1:23:27<1:23:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▌| 5093/10186 [1:23:27<1:23:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5093/10186 [1:23:27<1:23:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▌| 5094/10186 [1:23:28<1:23:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5094/10186 [1:23:28<1:23:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5095/10186 [1:23:28<1:23:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5095/10186 [1:23:28<1:23:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5096/10186 [1:23:30<1:23:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5096/10186 [1:23:30<1:23:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5097/10186 [1:23:31<1:23:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5097/10186 [1:23:31<1:23:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5098/10186 [1:23:32<1:23:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5098/10186 [1:23:32<1:23:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5099/10186 [1:23:32<1:23:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5099/10186 [1:23:32<1:23:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5100/10186 [1:23:34<1:23:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5100/10186 [1:23:34<1:23:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5101/10186 [1:23:35<1:23:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5101/10186 [1:23:35<1:23:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5102/10186 [1:23:35<1:23:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5102/10186 [1:23:35<1:23:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5103/10186 [1:23:36<1:23:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5103/10186 [1:23:36<1:23:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5104/10186 [1:23:38<1:23:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5104/10186 [1:23:38<1:23:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5105/10186 [1:23:39<1:23:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5105/10186 [1:23:39<1:23:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5106/10186 [1:23:39<1:23:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5106/10186 [1:23:39<1:23:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5107/10186 [1:23:40<1:23:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5107/10186 [1:23:40<1:23:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5108/10186 [1:23:42<1:23:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5108/10186 [1:23:42<1:23:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5109/10186 [1:23:43<1:23:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5109/10186 [1:23:43<1:23:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5110/10186 [1:23:43<1:23:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5110/10186 [1:23:43<1:23:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5111/10186 [1:23:44<1:23:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5111/10186 [1:23:44<1:23:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5112/10186 [1:23:46<1:23:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5112/10186 [1:23:46<1:23:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5113/10186 [1:23:47<1:23:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5113/10186 [1:23:47<1:23:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5114/10186 [1:23:47<1:23:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5114/10186 [1:23:47<1:23:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5115/10186 [1:23:48<1:23:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5115/10186 [1:23:48<1:23:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5116/10186 [1:23:50<1:23:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5116/10186 [1:23:50<1:23:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5117/10186 [1:23:50<1:23:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5117/10186 [1:23:50<1:23:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5118/10186 [1:23:51<1:23:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5118/10186 [1:23:51<1:23:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5119/10186 [1:23:52<1:23:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5119/10186 [1:23:52<1:23:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5120/10186 [1:23:54<1:23:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5120/10186 [1:23:54<1:23:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5121/10186 [1:23:54<1:22:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5121/10186 [1:23:54<1:22:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 5122/10186 [1:23:55<1:22:58,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
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+      "Epoch 0:  50%|▌| 5123/10186 [1:23:55<1:22:56,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
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+      "Epoch 0:  50%|▌| 5124/10186 [1:23:58<1:22:57,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
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+      "Epoch 0:  50%|▌| 5125/10186 [1:23:58<1:22:55,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
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+      "Epoch 0:  50%|▌| 5126/10186 [1:23:59<1:22:54,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
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+      "Epoch 0:  50%|▌| 5127/10186 [1:23:59<1:22:52,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+      "Epoch 0:  50%|▌| 5134/10186 [1:24:07<1:22:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+     ]
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+      "Epoch 0:  50%|▌| 5136/10186 [1:24:09<1:22:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
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+      "Epoch 0:  50%|▌| 5137/10186 [1:24:10<1:22:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+      "Epoch 0:  50%|▌| 5138/10186 [1:24:10<1:22:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+    {
+     "name": "stdout",
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+      "Epoch 0:  50%|▌| 5139/10186 [1:24:11<1:22:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  50%|▌| 5140/10186 [1:24:13<1:22:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5140/10186 [1:24:13<1:22:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
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+      "Epoch 0:  50%|▌| 5141/10186 [1:24:14<1:22:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
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+      "Epoch 0:  50%|▌| 5142/10186 [1:24:14<1:22:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5142/10186 [1:24:14<1:22:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  50%|▌| 5143/10186 [1:24:15<1:22:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  50%|▌| 5143/10186 [1:24:15<1:22:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5144/10186 [1:24:17<1:22:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5144/10186 [1:24:17<1:22:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5145/10186 [1:24:18<1:22:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5145/10186 [1:24:18<1:22:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5146/10186 [1:24:18<1:22:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5146/10186 [1:24:18<1:22:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5147/10186 [1:24:19<1:22:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5147/10186 [1:24:19<1:22:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5148/10186 [1:24:21<1:22:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5148/10186 [1:24:21<1:22:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5149/10186 [1:24:22<1:22:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5149/10186 [1:24:22<1:22:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5150/10186 [1:24:22<1:22:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5150/10186 [1:24:22<1:22:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5151/10186 [1:24:23<1:22:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5151/10186 [1:24:23<1:22:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5152/10186 [1:24:25<1:22:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5152/10186 [1:24:25<1:22:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5153/10186 [1:24:25<1:22:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5153/10186 [1:24:25<1:22:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5154/10186 [1:24:26<1:22:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5154/10186 [1:24:26<1:22:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5155/10186 [1:24:27<1:22:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5155/10186 [1:24:27<1:22:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5156/10186 [1:24:29<1:22:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5156/10186 [1:24:29<1:22:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5157/10186 [1:24:29<1:22:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5157/10186 [1:24:29<1:22:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5158/10186 [1:24:30<1:22:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5158/10186 [1:24:30<1:22:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5159/10186 [1:24:30<1:22:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5159/10186 [1:24:30<1:22:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5160/10186 [1:24:33<1:22:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5160/10186 [1:24:33<1:22:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5161/10186 [1:24:33<1:22:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5161/10186 [1:24:33<1:22:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5162/10186 [1:24:34<1:22:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5162/10186 [1:24:34<1:22:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5163/10186 [1:24:34<1:22:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5163/10186 [1:24:34<1:22:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5164/10186 [1:24:37<1:22:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5164/10186 [1:24:37<1:22:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5165/10186 [1:24:37<1:22:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5165/10186 [1:24:37<1:22:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5166/10186 [1:24:38<1:22:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5166/10186 [1:24:38<1:22:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5167/10186 [1:24:38<1:22:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5167/10186 [1:24:38<1:22:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5168/10186 [1:24:40<1:22:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5168/10186 [1:24:40<1:22:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5169/10186 [1:24:41<1:22:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5169/10186 [1:24:41<1:22:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5170/10186 [1:24:42<1:22:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5170/10186 [1:24:42<1:22:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5171/10186 [1:24:42<1:22:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5171/10186 [1:24:42<1:22:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5172/10186 [1:24:44<1:22:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5172/10186 [1:24:44<1:22:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
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+      "Epoch 0:  51%|▌| 5173/10186 [1:24:45<1:22:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5173/10186 [1:24:45<1:22:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+      "Epoch 0:  51%|▌| 5174/10186 [1:24:45<1:22:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+     ]
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+      "Epoch 0:  51%|▌| 5176/10186 [1:24:48<1:22:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5176/10186 [1:24:48<1:22:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+      "Epoch 0:  51%|▌| 5177/10186 [1:24:49<1:22:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+      "Epoch 0:  51%|▌| 5178/10186 [1:24:49<1:22:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+      "Epoch 0:  51%|▌| 5179/10186 [1:24:50<1:22:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+      "Epoch 0:  51%|▌| 5180/10186 [1:24:52<1:22:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+      "Epoch 0:  51%|▌| 5181/10186 [1:24:53<1:22:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+      "Epoch 0:  51%|▌| 5182/10186 [1:24:53<1:21:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
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+      "Epoch 0:  51%|▌| 5183/10186 [1:24:54<1:21:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
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+      "Epoch 0:  51%|▌| 5184/10186 [1:24:56<1:21:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5184/10186 [1:24:56<1:21:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
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+      "Epoch 0:  51%|▌| 5185/10186 [1:24:57<1:21:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5185/10186 [1:24:57<1:21:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
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+      "Epoch 0:  51%|▌| 5186/10186 [1:24:57<1:21:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5186/10186 [1:24:57<1:21:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  51%|▌| 5187/10186 [1:24:58<1:21:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5187/10186 [1:24:58<1:21:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  51%|▌| 5188/10186 [1:25:00<1:21:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5188/10186 [1:25:00<1:21:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  51%|▌| 5189/10186 [1:25:00<1:21:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5189/10186 [1:25:00<1:21:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  51%|▌| 5190/10186 [1:25:01<1:21:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5190/10186 [1:25:01<1:21:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  51%|▌| 5191/10186 [1:25:02<1:21:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5191/10186 [1:25:02<1:21:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5192/10186 [1:25:04<1:21:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5192/10186 [1:25:04<1:21:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5193/10186 [1:25:04<1:21:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5193/10186 [1:25:04<1:21:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5194/10186 [1:25:05<1:21:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5194/10186 [1:25:05<1:21:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5195/10186 [1:25:05<1:21:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5195/10186 [1:25:05<1:21:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5196/10186 [1:25:08<1:21:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5196/10186 [1:25:08<1:21:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5197/10186 [1:25:08<1:21:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5197/10186 [1:25:08<1:21:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5198/10186 [1:25:09<1:21:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5198/10186 [1:25:09<1:21:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5199/10186 [1:25:09<1:21:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5199/10186 [1:25:09<1:21:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5200/10186 [1:25:12<1:21:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5200/10186 [1:25:12<1:21:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5201/10186 [1:25:12<1:21:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5201/10186 [1:25:12<1:21:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5202/10186 [1:25:13<1:21:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5202/10186 [1:25:13<1:21:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5203/10186 [1:25:13<1:21:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5203/10186 [1:25:13<1:21:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5204/10186 [1:25:15<1:21:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5204/10186 [1:25:15<1:21:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5205/10186 [1:25:16<1:21:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5205/10186 [1:25:16<1:21:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5206/10186 [1:25:17<1:21:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5206/10186 [1:25:17<1:21:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5207/10186 [1:25:17<1:21:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5207/10186 [1:25:17<1:21:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5208/10186 [1:25:19<1:21:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5208/10186 [1:25:19<1:21:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5209/10186 [1:25:20<1:21:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5209/10186 [1:25:20<1:21:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5210/10186 [1:25:20<1:21:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5210/10186 [1:25:20<1:21:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5211/10186 [1:25:21<1:21:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5211/10186 [1:25:21<1:21:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5212/10186 [1:25:23<1:21:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5212/10186 [1:25:23<1:21:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5213/10186 [1:25:24<1:21:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5213/10186 [1:25:24<1:21:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5214/10186 [1:25:24<1:21:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5214/10186 [1:25:24<1:21:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5215/10186 [1:25:25<1:21:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5215/10186 [1:25:25<1:21:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5216/10186 [1:25:27<1:21:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5216/10186 [1:25:27<1:21:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5217/10186 [1:25:28<1:21:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5217/10186 [1:25:28<1:21:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5218/10186 [1:25:28<1:21:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5218/10186 [1:25:28<1:21:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5219/10186 [1:25:29<1:21:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5219/10186 [1:25:29<1:21:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5220/10186 [1:25:31<1:21:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5220/10186 [1:25:31<1:21:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5221/10186 [1:25:32<1:21:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5221/10186 [1:25:32<1:21:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5222/10186 [1:25:32<1:21:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5222/10186 [1:25:32<1:21:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  51%|▌| 5223/10186 [1:25:33<1:21:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5223/10186 [1:25:33<1:21:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5224/10186 [1:25:35<1:21:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5224/10186 [1:25:35<1:21:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5225/10186 [1:25:35<1:21:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5225/10186 [1:25:35<1:21:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5226/10186 [1:25:36<1:21:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5226/10186 [1:25:36<1:21:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5227/10186 [1:25:37<1:21:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5227/10186 [1:25:37<1:21:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5228/10186 [1:25:39<1:21:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5228/10186 [1:25:39<1:21:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5229/10186 [1:25:39<1:21:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5229/10186 [1:25:39<1:21:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5230/10186 [1:25:40<1:21:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5230/10186 [1:25:40<1:21:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5231/10186 [1:25:40<1:21:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5231/10186 [1:25:40<1:21:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5232/10186 [1:25:43<1:21:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5232/10186 [1:25:43<1:21:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5233/10186 [1:25:43<1:21:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5233/10186 [1:25:43<1:21:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5234/10186 [1:25:44<1:21:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5234/10186 [1:25:44<1:21:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5235/10186 [1:25:44<1:21:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5235/10186 [1:25:44<1:21:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5236/10186 [1:25:47<1:21:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5236/10186 [1:25:47<1:21:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5237/10186 [1:25:47<1:21:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5237/10186 [1:25:47<1:21:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5238/10186 [1:25:48<1:21:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5238/10186 [1:25:48<1:21:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5239/10186 [1:25:48<1:21:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5239/10186 [1:25:48<1:21:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  51%|▌| 5240/10186 [1:25:50<1:21:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5240/10186 [1:25:50<1:21:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5241/10186 [1:25:51<1:21:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5241/10186 [1:25:51<1:21:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5242/10186 [1:25:52<1:20:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5242/10186 [1:25:52<1:20:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5243/10186 [1:25:52<1:20:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5243/10186 [1:25:52<1:20:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5244/10186 [1:25:54<1:20:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5244/10186 [1:25:54<1:20:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 5245/10186 [1:25:55<1:20:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  51%|▌| 5245/10186 [1:25:55<1:20:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5246/10186 [1:25:55<1:20:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5246/10186 [1:25:55<1:20:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5247/10186 [1:25:56<1:20:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5247/10186 [1:25:56<1:20:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5248/10186 [1:25:58<1:20:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5248/10186 [1:25:58<1:20:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5249/10186 [1:25:59<1:20:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5249/10186 [1:25:59<1:20:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5250/10186 [1:25:59<1:20:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5250/10186 [1:25:59<1:20:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5251/10186 [1:26:00<1:20:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5251/10186 [1:26:00<1:20:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5252/10186 [1:26:02<1:20:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5252/10186 [1:26:02<1:20:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5253/10186 [1:26:03<1:20:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5253/10186 [1:26:03<1:20:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5254/10186 [1:26:03<1:20:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5254/10186 [1:26:03<1:20:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5255/10186 [1:26:04<1:20:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5255/10186 [1:26:04<1:20:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5256/10186 [1:26:06<1:20:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5256/10186 [1:26:06<1:20:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5257/10186 [1:26:07<1:20:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5257/10186 [1:26:07<1:20:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5258/10186 [1:26:07<1:20:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5258/10186 [1:26:07<1:20:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5259/10186 [1:26:08<1:20:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5259/10186 [1:26:08<1:20:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5260/10186 [1:26:10<1:20:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5260/10186 [1:26:10<1:20:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5261/10186 [1:26:10<1:20:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5261/10186 [1:26:10<1:20:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5262/10186 [1:26:11<1:20:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5262/10186 [1:26:11<1:20:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5263/10186 [1:26:12<1:20:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5263/10186 [1:26:12<1:20:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5264/10186 [1:26:14<1:20:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5264/10186 [1:26:14<1:20:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5265/10186 [1:26:14<1:20:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5265/10186 [1:26:14<1:20:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5266/10186 [1:26:15<1:20:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5266/10186 [1:26:15<1:20:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5267/10186 [1:26:15<1:20:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5267/10186 [1:26:15<1:20:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5268/10186 [1:26:18<1:20:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5268/10186 [1:26:18<1:20:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5269/10186 [1:26:18<1:20:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5269/10186 [1:26:18<1:20:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5270/10186 [1:26:19<1:20:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5270/10186 [1:26:19<1:20:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5271/10186 [1:26:19<1:20:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5271/10186 [1:26:19<1:20:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5272/10186 [1:26:22<1:20:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5272/10186 [1:26:22<1:20:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
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+      "Epoch 0:  52%|▌| 5273/10186 [1:26:22<1:20:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5273/10186 [1:26:22<1:20:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
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+      "Epoch 0:  52%|▌| 5274/10186 [1:26:23<1:20:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  52%|▌| 5274/10186 [1:26:23<1:20:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  52%|▌| 5275/10186 [1:26:23<1:20:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5275/10186 [1:26:23<1:20:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5276/10186 [1:26:25<1:20:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5276/10186 [1:26:25<1:20:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  52%|▌| 5277/10186 [1:26:26<1:20:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5277/10186 [1:26:26<1:20:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
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+      "Epoch 0:  52%|▌| 5278/10186 [1:26:27<1:20:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5278/10186 [1:26:27<1:20:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  52%|▌| 5279/10186 [1:26:27<1:20:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5279/10186 [1:26:27<1:20:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5280/10186 [1:26:29<1:20:22,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5281/10186 [1:26:30<1:20:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5281/10186 [1:26:30<1:20:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  52%|▌| 5282/10186 [1:26:30<1:20:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5282/10186 [1:26:30<1:20:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5283/10186 [1:26:31<1:20:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5283/10186 [1:26:31<1:20:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5284/10186 [1:26:33<1:20:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5284/10186 [1:26:33<1:20:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5285/10186 [1:26:34<1:20:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5285/10186 [1:26:34<1:20:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5286/10186 [1:26:34<1:20:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5286/10186 [1:26:34<1:20:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5287/10186 [1:26:35<1:20:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5287/10186 [1:26:35<1:20:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5288/10186 [1:26:37<1:20:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5288/10186 [1:26:37<1:20:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5289/10186 [1:26:38<1:20:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5289/10186 [1:26:38<1:20:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5290/10186 [1:26:38<1:20:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5290/10186 [1:26:38<1:20:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5291/10186 [1:26:39<1:20:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5291/10186 [1:26:39<1:20:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5292/10186 [1:26:41<1:20:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5292/10186 [1:26:41<1:20:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5293/10186 [1:26:42<1:20:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5293/10186 [1:26:42<1:20:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5294/10186 [1:26:42<1:20:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5294/10186 [1:26:42<1:20:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5295/10186 [1:26:43<1:20:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5295/10186 [1:26:43<1:20:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5296/10186 [1:26:45<1:20:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5296/10186 [1:26:45<1:20:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5297/10186 [1:26:45<1:20:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5297/10186 [1:26:45<1:20:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5298/10186 [1:26:46<1:20:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5298/10186 [1:26:46<1:20:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5299/10186 [1:26:47<1:20:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5299/10186 [1:26:47<1:20:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5300/10186 [1:26:49<1:20:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5300/10186 [1:26:49<1:20:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5301/10186 [1:26:49<1:20:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5301/10186 [1:26:49<1:20:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5302/10186 [1:26:50<1:19:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5302/10186 [1:26:50<1:19:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5303/10186 [1:26:50<1:19:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5303/10186 [1:26:50<1:19:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5304/10186 [1:26:53<1:19:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5304/10186 [1:26:53<1:19:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5305/10186 [1:26:53<1:19:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5305/10186 [1:26:53<1:19:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5306/10186 [1:26:54<1:19:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5306/10186 [1:26:54<1:19:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5307/10186 [1:26:54<1:19:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5307/10186 [1:26:54<1:19:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5308/10186 [1:26:57<1:19:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5308/10186 [1:26:57<1:19:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5309/10186 [1:26:57<1:19:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5309/10186 [1:26:57<1:19:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5310/10186 [1:26:58<1:19:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5310/10186 [1:26:58<1:19:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5311/10186 [1:26:58<1:19:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5311/10186 [1:26:58<1:19:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5312/10186 [1:27:00<1:19:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5312/10186 [1:27:00<1:19:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5313/10186 [1:27:01<1:19:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5313/10186 [1:27:01<1:19:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5314/10186 [1:27:02<1:19:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5314/10186 [1:27:02<1:19:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5315/10186 [1:27:02<1:19:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5315/10186 [1:27:02<1:19:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5316/10186 [1:27:04<1:19:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5316/10186 [1:27:04<1:19:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5317/10186 [1:27:05<1:19:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5317/10186 [1:27:05<1:19:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5318/10186 [1:27:05<1:19:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5318/10186 [1:27:05<1:19:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5319/10186 [1:27:06<1:19:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5319/10186 [1:27:06<1:19:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5320/10186 [1:27:08<1:19:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5320/10186 [1:27:08<1:19:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5321/10186 [1:27:09<1:19:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5321/10186 [1:27:09<1:19:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5322/10186 [1:27:09<1:19:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5322/10186 [1:27:09<1:19:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5323/10186 [1:27:10<1:19:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5323/10186 [1:27:10<1:19:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5324/10186 [1:27:12<1:19:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5324/10186 [1:27:12<1:19:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5325/10186 [1:27:13<1:19:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5325/10186 [1:27:13<1:19:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5326/10186 [1:27:13<1:19:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5326/10186 [1:27:13<1:19:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5327/10186 [1:27:14<1:19:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5327/10186 [1:27:14<1:19:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5328/10186 [1:27:16<1:19:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5328/10186 [1:27:16<1:19:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5329/10186 [1:27:17<1:19:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5329/10186 [1:27:17<1:19:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5330/10186 [1:27:17<1:19:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5330/10186 [1:27:17<1:19:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5331/10186 [1:27:18<1:19:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5331/10186 [1:27:18<1:19:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  52%|▌| 5332/10186 [1:27:20<1:19:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5332/10186 [1:27:20<1:19:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5333/10186 [1:27:20<1:19:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5333/10186 [1:27:20<1:19:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5334/10186 [1:27:21<1:19:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5334/10186 [1:27:21<1:19:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5335/10186 [1:27:22<1:19:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5335/10186 [1:27:22<1:19:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5336/10186 [1:27:24<1:19:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5336/10186 [1:27:24<1:19:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5337/10186 [1:27:24<1:19:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5337/10186 [1:27:24<1:19:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5338/10186 [1:27:25<1:19:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5338/10186 [1:27:25<1:19:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5339/10186 [1:27:25<1:19:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5339/10186 [1:27:25<1:19:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5340/10186 [1:27:28<1:19:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5340/10186 [1:27:28<1:19:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5341/10186 [1:27:28<1:19:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5341/10186 [1:27:28<1:19:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5342/10186 [1:27:29<1:19:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5342/10186 [1:27:29<1:19:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5343/10186 [1:27:29<1:19:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5343/10186 [1:27:29<1:19:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5344/10186 [1:27:32<1:19:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5344/10186 [1:27:32<1:19:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5345/10186 [1:27:32<1:19:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5345/10186 [1:27:32<1:19:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5346/10186 [1:27:33<1:19:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5346/10186 [1:27:33<1:19:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 5347/10186 [1:27:33<1:19:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  52%|▌| 5347/10186 [1:27:33<1:19:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5348/10186 [1:27:35<1:19:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5348/10186 [1:27:35<1:19:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5349/10186 [1:27:36<1:19:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5349/10186 [1:27:36<1:19:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5350/10186 [1:27:37<1:19:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5350/10186 [1:27:37<1:19:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5351/10186 [1:27:37<1:19:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5351/10186 [1:27:37<1:19:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5352/10186 [1:27:39<1:19:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5352/10186 [1:27:39<1:19:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5353/10186 [1:27:40<1:19:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5353/10186 [1:27:40<1:19:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5354/10186 [1:27:40<1:19:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5354/10186 [1:27:40<1:19:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5355/10186 [1:27:41<1:19:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5355/10186 [1:27:41<1:19:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5356/10186 [1:27:43<1:19:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5356/10186 [1:27:43<1:19:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5357/10186 [1:27:44<1:19:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5357/10186 [1:27:44<1:19:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5358/10186 [1:27:44<1:19:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5358/10186 [1:27:44<1:19:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5359/10186 [1:27:45<1:19:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5359/10186 [1:27:45<1:19:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5360/10186 [1:27:47<1:19:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5360/10186 [1:27:47<1:19:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5361/10186 [1:27:48<1:19:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5361/10186 [1:27:48<1:19:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5362/10186 [1:27:48<1:19:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5362/10186 [1:27:48<1:19:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5363/10186 [1:27:49<1:18:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5363/10186 [1:27:49<1:18:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5364/10186 [1:27:51<1:18:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5364/10186 [1:27:51<1:18:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5365/10186 [1:27:52<1:18:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5365/10186 [1:27:52<1:18:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5366/10186 [1:27:52<1:18:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5366/10186 [1:27:52<1:18:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5367/10186 [1:27:53<1:18:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5367/10186 [1:27:53<1:18:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5368/10186 [1:27:55<1:18:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5368/10186 [1:27:55<1:18:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5369/10186 [1:27:55<1:18:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5369/10186 [1:27:55<1:18:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5370/10186 [1:27:56<1:18:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5370/10186 [1:27:56<1:18:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5371/10186 [1:27:57<1:18:50,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5372/10186 [1:27:59<1:18:50,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5373/10186 [1:27:59<1:18:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5373/10186 [1:27:59<1:18:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5374/10186 [1:28:00<1:18:48,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5375/10186 [1:28:00<1:18:46,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5376/10186 [1:28:03<1:18:46,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5377/10186 [1:28:03<1:18:45,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5378/10186 [1:28:04<1:18:44,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5379/10186 [1:28:04<1:18:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5379/10186 [1:28:04<1:18:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5380/10186 [1:28:07<1:18:42,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5381/10186 [1:28:07<1:18:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5381/10186 [1:28:07<1:18:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5382/10186 [1:28:08<1:18:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5382/10186 [1:28:08<1:18:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5383/10186 [1:28:08<1:18:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5383/10186 [1:28:08<1:18:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5384/10186 [1:28:10<1:18:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5384/10186 [1:28:10<1:18:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5385/10186 [1:28:11<1:18:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5385/10186 [1:28:11<1:18:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5386/10186 [1:28:12<1:18:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5386/10186 [1:28:12<1:18:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5387/10186 [1:28:12<1:18:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5387/10186 [1:28:12<1:18:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5388/10186 [1:28:14<1:18:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5388/10186 [1:28:14<1:18:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5389/10186 [1:28:15<1:18:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5389/10186 [1:28:15<1:18:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5390/10186 [1:28:15<1:18:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5390/10186 [1:28:15<1:18:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5391/10186 [1:28:16<1:18:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5391/10186 [1:28:16<1:18:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5392/10186 [1:28:18<1:18:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5392/10186 [1:28:18<1:18:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5393/10186 [1:28:19<1:18:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5393/10186 [1:28:19<1:18:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5394/10186 [1:28:19<1:18:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5394/10186 [1:28:19<1:18:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5395/10186 [1:28:20<1:18:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5395/10186 [1:28:20<1:18:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5396/10186 [1:28:22<1:18:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5396/10186 [1:28:22<1:18:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5397/10186 [1:28:23<1:18:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5397/10186 [1:28:23<1:18:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5398/10186 [1:28:23<1:18:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5398/10186 [1:28:23<1:18:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5399/10186 [1:28:24<1:18:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5399/10186 [1:28:24<1:18:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5400/10186 [1:28:26<1:18:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5400/10186 [1:28:26<1:18:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5401/10186 [1:28:27<1:18:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5401/10186 [1:28:27<1:18:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5402/10186 [1:28:27<1:18:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5402/10186 [1:28:27<1:18:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5403/10186 [1:28:28<1:18:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5403/10186 [1:28:28<1:18:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5404/10186 [1:28:30<1:18:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5404/10186 [1:28:30<1:18:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5405/10186 [1:28:30<1:18:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5405/10186 [1:28:30<1:18:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5406/10186 [1:28:31<1:18:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5406/10186 [1:28:31<1:18:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5407/10186 [1:28:32<1:18:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5407/10186 [1:28:32<1:18:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5408/10186 [1:28:34<1:18:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5408/10186 [1:28:34<1:18:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5409/10186 [1:28:34<1:18:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5409/10186 [1:28:34<1:18:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5410/10186 [1:28:35<1:18:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5410/10186 [1:28:35<1:18:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5411/10186 [1:28:35<1:18:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5411/10186 [1:28:35<1:18:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5412/10186 [1:28:38<1:18:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5412/10186 [1:28:38<1:18:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5413/10186 [1:28:38<1:18:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5413/10186 [1:28:38<1:18:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5414/10186 [1:28:39<1:18:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5414/10186 [1:28:39<1:18:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5415/10186 [1:28:39<1:18:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5415/10186 [1:28:39<1:18:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5416/10186 [1:28:42<1:18:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5416/10186 [1:28:42<1:18:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5417/10186 [1:28:42<1:18:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5417/10186 [1:28:42<1:18:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5418/10186 [1:28:43<1:18:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5418/10186 [1:28:43<1:18:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5419/10186 [1:28:43<1:18:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5419/10186 [1:28:43<1:18:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5420/10186 [1:28:45<1:18:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5420/10186 [1:28:45<1:18:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5421/10186 [1:28:46<1:18:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5421/10186 [1:28:46<1:18:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5422/10186 [1:28:46<1:18:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5422/10186 [1:28:46<1:18:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5423/10186 [1:28:47<1:17:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5423/10186 [1:28:47<1:17:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5424/10186 [1:28:49<1:17:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5424/10186 [1:28:49<1:17:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5425/10186 [1:28:50<1:17:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5425/10186 [1:28:50<1:17:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5426/10186 [1:28:50<1:17:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5426/10186 [1:28:50<1:17:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5427/10186 [1:28:51<1:17:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5427/10186 [1:28:51<1:17:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5428/10186 [1:28:53<1:17:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5428/10186 [1:28:53<1:17:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5429/10186 [1:28:54<1:17:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5429/10186 [1:28:54<1:17:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5430/10186 [1:28:54<1:17:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5430/10186 [1:28:54<1:17:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5431/10186 [1:28:55<1:17:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5431/10186 [1:28:55<1:17:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5432/10186 [1:28:57<1:17:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5432/10186 [1:28:57<1:17:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5433/10186 [1:28:58<1:17:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5433/10186 [1:28:58<1:17:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5434/10186 [1:28:58<1:17:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5434/10186 [1:28:58<1:17:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5435/10186 [1:28:59<1:17:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5435/10186 [1:28:59<1:17:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5436/10186 [1:29:01<1:17:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5436/10186 [1:29:01<1:17:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5437/10186 [1:29:02<1:17:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5437/10186 [1:29:02<1:17:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5438/10186 [1:29:02<1:17:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5438/10186 [1:29:02<1:17:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5439/10186 [1:29:03<1:17:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5439/10186 [1:29:03<1:17:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5440/10186 [1:29:05<1:17:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5440/10186 [1:29:05<1:17:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5441/10186 [1:29:05<1:17:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5441/10186 [1:29:05<1:17:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5442/10186 [1:29:06<1:17:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5442/10186 [1:29:06<1:17:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5443/10186 [1:29:06<1:17:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5443/10186 [1:29:07<1:17:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5444/10186 [1:29:09<1:17:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5444/10186 [1:29:09<1:17:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5445/10186 [1:29:09<1:17:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5445/10186 [1:29:09<1:17:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5446/10186 [1:29:10<1:17:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5446/10186 [1:29:10<1:17:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5447/10186 [1:29:10<1:17:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5447/10186 [1:29:10<1:17:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5448/10186 [1:29:13<1:17:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5448/10186 [1:29:13<1:17:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 5449/10186 [1:29:13<1:17:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  53%|▌| 5449/10186 [1:29:13<1:17:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5450/10186 [1:29:14<1:17:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5450/10186 [1:29:14<1:17:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5451/10186 [1:29:14<1:17:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5451/10186 [1:29:14<1:17:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5452/10186 [1:29:16<1:17:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5452/10186 [1:29:16<1:17:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5453/10186 [1:29:17<1:17:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5453/10186 [1:29:17<1:17:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5454/10186 [1:29:18<1:17:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5454/10186 [1:29:18<1:17:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5455/10186 [1:29:18<1:17:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5455/10186 [1:29:18<1:17:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5456/10186 [1:29:20<1:17:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5456/10186 [1:29:20<1:17:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5457/10186 [1:29:21<1:17:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5457/10186 [1:29:21<1:17:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5458/10186 [1:29:21<1:17:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5458/10186 [1:29:21<1:17:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5459/10186 [1:29:22<1:17:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5459/10186 [1:29:22<1:17:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5460/10186 [1:29:24<1:17:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5460/10186 [1:29:24<1:17:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5461/10186 [1:29:25<1:17:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5461/10186 [1:29:25<1:17:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5462/10186 [1:29:25<1:17:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5462/10186 [1:29:25<1:17:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5463/10186 [1:29:26<1:17:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5463/10186 [1:29:26<1:17:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5464/10186 [1:29:28<1:17:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5464/10186 [1:29:28<1:17:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5465/10186 [1:29:29<1:17:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5465/10186 [1:29:29<1:17:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5466/10186 [1:29:29<1:17:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5466/10186 [1:29:29<1:17:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5467/10186 [1:29:30<1:17:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5467/10186 [1:29:30<1:17:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5468/10186 [1:29:32<1:17:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5468/10186 [1:29:32<1:17:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5469/10186 [1:29:33<1:17:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5469/10186 [1:29:33<1:17:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5470/10186 [1:29:33<1:17:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5470/10186 [1:29:33<1:17:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5471/10186 [1:29:34<1:17:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5471/10186 [1:29:34<1:17:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5472/10186 [1:29:36<1:17:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5472/10186 [1:29:36<1:17:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5473/10186 [1:29:36<1:17:10,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5474/10186 [1:29:37<1:17:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5474/10186 [1:29:37<1:17:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5475/10186 [1:29:38<1:17:07,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5476/10186 [1:29:40<1:17:07,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5477/10186 [1:29:40<1:17:06,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5478/10186 [1:29:41<1:17:05,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5479/10186 [1:29:41<1:17:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5479/10186 [1:29:41<1:17:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5480/10186 [1:29:44<1:17:03,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5481/10186 [1:29:44<1:17:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5481/10186 [1:29:44<1:17:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5482/10186 [1:29:45<1:17:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5482/10186 [1:29:45<1:17:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5483/10186 [1:29:45<1:16:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5483/10186 [1:29:45<1:16:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5484/10186 [1:29:48<1:16:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5484/10186 [1:29:48<1:16:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5485/10186 [1:29:48<1:16:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5485/10186 [1:29:48<1:16:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5486/10186 [1:29:49<1:16:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5486/10186 [1:29:49<1:16:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5487/10186 [1:29:49<1:16:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5487/10186 [1:29:49<1:16:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5488/10186 [1:29:51<1:16:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5488/10186 [1:29:51<1:16:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5489/10186 [1:29:52<1:16:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5489/10186 [1:29:52<1:16:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5490/10186 [1:29:53<1:16:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5490/10186 [1:29:53<1:16:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5491/10186 [1:29:53<1:16:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5491/10186 [1:29:53<1:16:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5492/10186 [1:29:55<1:16:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5492/10186 [1:29:55<1:16:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5493/10186 [1:29:56<1:16:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5493/10186 [1:29:56<1:16:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5494/10186 [1:29:56<1:16:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5494/10186 [1:29:56<1:16:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5495/10186 [1:29:57<1:16:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5495/10186 [1:29:57<1:16:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5496/10186 [1:29:59<1:16:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5496/10186 [1:29:59<1:16:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5497/10186 [1:30:00<1:16:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5497/10186 [1:30:00<1:16:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5498/10186 [1:30:00<1:16:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5498/10186 [1:30:00<1:16:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5499/10186 [1:30:01<1:16:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5499/10186 [1:30:01<1:16:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5500/10186 [1:30:03<1:16:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5500/10186 [1:30:03<1:16:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5501/10186 [1:30:04<1:16:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5501/10186 [1:30:04<1:16:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5502/10186 [1:30:04<1:16:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5502/10186 [1:30:04<1:16:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5503/10186 [1:30:05<1:16:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5503/10186 [1:30:05<1:16:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5504/10186 [1:30:07<1:16:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5504/10186 [1:30:07<1:16:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5505/10186 [1:30:08<1:16:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5505/10186 [1:30:08<1:16:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5506/10186 [1:30:08<1:16:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5506/10186 [1:30:08<1:16:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5507/10186 [1:30:09<1:16:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5507/10186 [1:30:09<1:16:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5508/10186 [1:30:11<1:16:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5508/10186 [1:30:11<1:16:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5509/10186 [1:30:11<1:16:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5509/10186 [1:30:11<1:16:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5510/10186 [1:30:12<1:16:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5510/10186 [1:30:12<1:16:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5511/10186 [1:30:13<1:16:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5511/10186 [1:30:13<1:16:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5512/10186 [1:30:15<1:16:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5512/10186 [1:30:15<1:16:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5513/10186 [1:30:15<1:16:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5513/10186 [1:30:15<1:16:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5514/10186 [1:30:16<1:16:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5514/10186 [1:30:16<1:16:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5515/10186 [1:30:17<1:16:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5515/10186 [1:30:17<1:16:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5516/10186 [1:30:19<1:16:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5516/10186 [1:30:19<1:16:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5517/10186 [1:30:19<1:16:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5517/10186 [1:30:19<1:16:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5518/10186 [1:30:20<1:16:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5518/10186 [1:30:20<1:16:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5519/10186 [1:30:20<1:16:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5519/10186 [1:30:20<1:16:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5520/10186 [1:30:23<1:16:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5520/10186 [1:30:23<1:16:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5521/10186 [1:30:23<1:16:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5521/10186 [1:30:23<1:16:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5522/10186 [1:30:24<1:16:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5522/10186 [1:30:24<1:16:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5523/10186 [1:30:24<1:16:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5523/10186 [1:30:24<1:16:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5524/10186 [1:30:27<1:16:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5524/10186 [1:30:27<1:16:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5525/10186 [1:30:27<1:16:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5525/10186 [1:30:27<1:16:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5526/10186 [1:30:28<1:16:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5526/10186 [1:30:28<1:16:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5527/10186 [1:30:28<1:16:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5527/10186 [1:30:28<1:16:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5528/10186 [1:30:30<1:16:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5528/10186 [1:30:30<1:16:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5529/10186 [1:30:31<1:16:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5529/10186 [1:30:31<1:16:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5530/10186 [1:30:32<1:16:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5530/10186 [1:30:32<1:16:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  54%|▌| 5531/10186 [1:30:32<1:16:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5531/10186 [1:30:32<1:16:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5532/10186 [1:30:34<1:16:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5532/10186 [1:30:34<1:16:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5533/10186 [1:30:35<1:16:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5533/10186 [1:30:35<1:16:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5534/10186 [1:30:35<1:16:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5534/10186 [1:30:35<1:16:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5535/10186 [1:30:36<1:16:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5535/10186 [1:30:36<1:16:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5536/10186 [1:30:38<1:16:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5536/10186 [1:30:38<1:16:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5537/10186 [1:30:39<1:16:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5537/10186 [1:30:39<1:16:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5538/10186 [1:30:39<1:16:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5538/10186 [1:30:39<1:16:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5539/10186 [1:30:40<1:16:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5539/10186 [1:30:40<1:16:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5540/10186 [1:30:42<1:16:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5540/10186 [1:30:42<1:16:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5541/10186 [1:30:43<1:16:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5541/10186 [1:30:43<1:16:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5542/10186 [1:30:43<1:16:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5542/10186 [1:30:43<1:16:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5543/10186 [1:30:44<1:16:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5543/10186 [1:30:44<1:16:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5544/10186 [1:30:46<1:16:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5544/10186 [1:30:46<1:16:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5545/10186 [1:30:47<1:15:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5545/10186 [1:30:47<1:15:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5546/10186 [1:30:47<1:15:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5546/10186 [1:30:47<1:15:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5547/10186 [1:30:48<1:15:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5547/10186 [1:30:48<1:15:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5548/10186 [1:30:50<1:15:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5548/10186 [1:30:50<1:15:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5549/10186 [1:30:50<1:15:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5549/10186 [1:30:50<1:15:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5550/10186 [1:30:51<1:15:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5550/10186 [1:30:51<1:15:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 5551/10186 [1:30:52<1:15:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  54%|▌| 5551/10186 [1:30:52<1:15:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5552/10186 [1:30:54<1:15:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5552/10186 [1:30:54<1:15:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5553/10186 [1:30:54<1:15:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5553/10186 [1:30:54<1:15:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5554/10186 [1:30:55<1:15:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5554/10186 [1:30:55<1:15:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5555/10186 [1:30:55<1:15:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5555/10186 [1:30:55<1:15:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5556/10186 [1:30:58<1:15:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5556/10186 [1:30:58<1:15:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5557/10186 [1:30:58<1:15:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5557/10186 [1:30:58<1:15:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5558/10186 [1:30:59<1:15:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5558/10186 [1:30:59<1:15:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5559/10186 [1:30:59<1:15:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5559/10186 [1:30:59<1:15:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5560/10186 [1:31:02<1:15:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5560/10186 [1:31:02<1:15:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5561/10186 [1:31:02<1:15:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5561/10186 [1:31:02<1:15:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5562/10186 [1:31:03<1:15:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5562/10186 [1:31:03<1:15:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5563/10186 [1:31:03<1:15:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5563/10186 [1:31:03<1:15:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5564/10186 [1:31:05<1:15:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5564/10186 [1:31:05<1:15:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5565/10186 [1:31:06<1:15:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5565/10186 [1:31:06<1:15:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5566/10186 [1:31:07<1:15:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5566/10186 [1:31:07<1:15:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5567/10186 [1:31:07<1:15:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5567/10186 [1:31:07<1:15:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5568/10186 [1:31:09<1:15:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5568/10186 [1:31:09<1:15:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5569/10186 [1:31:10<1:15:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5569/10186 [1:31:10<1:15:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5570/10186 [1:31:10<1:15:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5570/10186 [1:31:10<1:15:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5571/10186 [1:31:11<1:15:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5571/10186 [1:31:11<1:15:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5572/10186 [1:31:13<1:15:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5572/10186 [1:31:13<1:15:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5573/10186 [1:31:14<1:15:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5573/10186 [1:31:14<1:15:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5574/10186 [1:31:14<1:15:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5574/10186 [1:31:14<1:15:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5575/10186 [1:31:15<1:15:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5575/10186 [1:31:15<1:15:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5576/10186 [1:31:17<1:15:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5576/10186 [1:31:17<1:15:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5577/10186 [1:31:18<1:15:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5577/10186 [1:31:18<1:15:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5578/10186 [1:31:18<1:15:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5578/10186 [1:31:18<1:15:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5579/10186 [1:31:19<1:15:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5579/10186 [1:31:19<1:15:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5580/10186 [1:31:21<1:15:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5580/10186 [1:31:21<1:15:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5581/10186 [1:31:21<1:15:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5581/10186 [1:31:21<1:15:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5582/10186 [1:31:22<1:15:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5582/10186 [1:31:22<1:15:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5583/10186 [1:31:23<1:15:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5583/10186 [1:31:23<1:15:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5584/10186 [1:31:25<1:15:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5584/10186 [1:31:25<1:15:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5585/10186 [1:31:25<1:15:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5585/10186 [1:31:25<1:15:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5586/10186 [1:31:26<1:15:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5586/10186 [1:31:26<1:15:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5587/10186 [1:31:26<1:15:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5587/10186 [1:31:26<1:15:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5588/10186 [1:31:29<1:15:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5588/10186 [1:31:29<1:15:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5589/10186 [1:31:29<1:15:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5589/10186 [1:31:29<1:15:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5590/10186 [1:31:30<1:15:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5590/10186 [1:31:30<1:15:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5591/10186 [1:31:30<1:15:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5591/10186 [1:31:30<1:15:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5592/10186 [1:31:33<1:15:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5592/10186 [1:31:33<1:15:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5593/10186 [1:31:33<1:15:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5593/10186 [1:31:33<1:15:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5594/10186 [1:31:34<1:15:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5594/10186 [1:31:34<1:15:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5595/10186 [1:31:34<1:15:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5595/10186 [1:31:34<1:15:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5596/10186 [1:31:36<1:15:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5596/10186 [1:31:36<1:15:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5597/10186 [1:31:37<1:15:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5597/10186 [1:31:37<1:15:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5598/10186 [1:31:38<1:15:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5598/10186 [1:31:38<1:15:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5599/10186 [1:31:38<1:15:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5599/10186 [1:31:38<1:15:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5600/10186 [1:31:40<1:15:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5600/10186 [1:31:40<1:15:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5601/10186 [1:31:41<1:15:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5601/10186 [1:31:41<1:15:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5602/10186 [1:31:41<1:15:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5602/10186 [1:31:41<1:15:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5603/10186 [1:31:42<1:15:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5603/10186 [1:31:42<1:15:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5604/10186 [1:31:44<1:15:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5604/10186 [1:31:44<1:15:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5605/10186 [1:31:45<1:14:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5605/10186 [1:31:45<1:14:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5606/10186 [1:31:45<1:14:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5606/10186 [1:31:45<1:14:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5607/10186 [1:31:46<1:14:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5607/10186 [1:31:46<1:14:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5608/10186 [1:31:48<1:14:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5608/10186 [1:31:48<1:14:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5609/10186 [1:31:49<1:14:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5609/10186 [1:31:49<1:14:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5610/10186 [1:31:49<1:14:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5610/10186 [1:31:49<1:14:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5611/10186 [1:31:50<1:14:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5611/10186 [1:31:50<1:14:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5612/10186 [1:31:52<1:14:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5612/10186 [1:31:52<1:14:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5613/10186 [1:31:53<1:14:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5613/10186 [1:31:53<1:14:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5614/10186 [1:31:53<1:14:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5614/10186 [1:31:53<1:14:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5615/10186 [1:31:54<1:14:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5615/10186 [1:31:54<1:14:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5616/10186 [1:31:56<1:14:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5616/10186 [1:31:56<1:14:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5617/10186 [1:31:56<1:14:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5617/10186 [1:31:56<1:14:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5618/10186 [1:31:57<1:14:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5618/10186 [1:31:57<1:14:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5619/10186 [1:31:58<1:14:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5619/10186 [1:31:58<1:14:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5620/10186 [1:32:00<1:14:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5620/10186 [1:32:00<1:14:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5621/10186 [1:32:00<1:14:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5621/10186 [1:32:00<1:14:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5622/10186 [1:32:01<1:14:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5622/10186 [1:32:01<1:14:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5623/10186 [1:32:01<1:14:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5623/10186 [1:32:01<1:14:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5624/10186 [1:32:04<1:14:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5624/10186 [1:32:04<1:14:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5625/10186 [1:32:04<1:14:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5625/10186 [1:32:04<1:14:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5626/10186 [1:32:05<1:14:38,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5627/10186 [1:32:05<1:14:37,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5628/10186 [1:32:08<1:14:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5628/10186 [1:32:08<1:14:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5629/10186 [1:32:08<1:14:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5629/10186 [1:32:08<1:14:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5630/10186 [1:32:09<1:14:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5630/10186 [1:32:09<1:14:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5631/10186 [1:32:09<1:14:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5631/10186 [1:32:09<1:14:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5632/10186 [1:32:11<1:14:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5632/10186 [1:32:11<1:14:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5633/10186 [1:32:12<1:14:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5633/10186 [1:32:12<1:14:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5634/10186 [1:32:13<1:14:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5634/10186 [1:32:13<1:14:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5635/10186 [1:32:13<1:14:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5635/10186 [1:32:13<1:14:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5636/10186 [1:32:15<1:14:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5636/10186 [1:32:15<1:14:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5637/10186 [1:32:16<1:14:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5637/10186 [1:32:16<1:14:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5638/10186 [1:32:16<1:14:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5638/10186 [1:32:16<1:14:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5639/10186 [1:32:17<1:14:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5639/10186 [1:32:17<1:14:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5640/10186 [1:32:19<1:14:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5640/10186 [1:32:19<1:14:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5641/10186 [1:32:20<1:14:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5641/10186 [1:32:20<1:14:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5642/10186 [1:32:20<1:14:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5642/10186 [1:32:20<1:14:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5643/10186 [1:32:21<1:14:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5643/10186 [1:32:21<1:14:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5644/10186 [1:32:23<1:14:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5644/10186 [1:32:23<1:14:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5645/10186 [1:32:24<1:14:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5645/10186 [1:32:24<1:14:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5646/10186 [1:32:24<1:14:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5646/10186 [1:32:24<1:14:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5647/10186 [1:32:25<1:14:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5647/10186 [1:32:25<1:14:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5648/10186 [1:32:27<1:14:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5648/10186 [1:32:27<1:14:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5649/10186 [1:32:28<1:14:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5649/10186 [1:32:28<1:14:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5650/10186 [1:32:28<1:14:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5650/10186 [1:32:28<1:14:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5651/10186 [1:32:29<1:14:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5651/10186 [1:32:29<1:14:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5652/10186 [1:32:31<1:14:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5652/10186 [1:32:31<1:14:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 5653/10186 [1:32:31<1:14:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  55%|▌| 5653/10186 [1:32:31<1:14:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5654/10186 [1:32:32<1:14:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5654/10186 [1:32:32<1:14:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5655/10186 [1:32:32<1:14:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5655/10186 [1:32:32<1:14:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5656/10186 [1:32:35<1:14:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5656/10186 [1:32:35<1:14:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5657/10186 [1:32:35<1:14:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5657/10186 [1:32:35<1:14:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5658/10186 [1:32:36<1:14:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5658/10186 [1:32:36<1:14:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5659/10186 [1:32:36<1:14:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5659/10186 [1:32:36<1:14:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5660/10186 [1:32:39<1:14:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5660/10186 [1:32:39<1:14:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5661/10186 [1:32:39<1:14:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5661/10186 [1:32:39<1:14:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5662/10186 [1:32:40<1:14:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5662/10186 [1:32:40<1:14:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5663/10186 [1:32:40<1:14:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5663/10186 [1:32:40<1:14:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5664/10186 [1:32:43<1:14:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5664/10186 [1:32:43<1:14:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5665/10186 [1:32:43<1:14:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5665/10186 [1:32:43<1:14:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5666/10186 [1:32:44<1:13:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5666/10186 [1:32:44<1:13:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5667/10186 [1:32:44<1:13:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5667/10186 [1:32:44<1:13:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5668/10186 [1:32:46<1:13:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5668/10186 [1:32:46<1:13:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5669/10186 [1:32:47<1:13:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5669/10186 [1:32:47<1:13:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5670/10186 [1:32:47<1:13:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5670/10186 [1:32:47<1:13:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5671/10186 [1:32:48<1:13:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5671/10186 [1:32:48<1:13:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5672/10186 [1:32:50<1:13:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5672/10186 [1:32:50<1:13:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5673/10186 [1:32:51<1:13:52,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5674/10186 [1:32:51<1:13:50,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5675/10186 [1:32:52<1:13:49,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5676/10186 [1:32:54<1:13:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5676/10186 [1:32:54<1:13:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5677/10186 [1:32:55<1:13:48,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5678/10186 [1:32:55<1:13:46,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5679/10186 [1:32:56<1:13:45,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5680/10186 [1:32:58<1:13:45,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5681/10186 [1:32:59<1:13:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5681/10186 [1:32:59<1:13:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5682/10186 [1:32:59<1:13:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5682/10186 [1:32:59<1:13:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5683/10186 [1:33:00<1:13:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5683/10186 [1:33:00<1:13:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5684/10186 [1:33:02<1:13:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5684/10186 [1:33:02<1:13:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5685/10186 [1:33:02<1:13:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5685/10186 [1:33:02<1:13:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5686/10186 [1:33:03<1:13:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5686/10186 [1:33:03<1:13:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5687/10186 [1:33:04<1:13:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5687/10186 [1:33:04<1:13:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5688/10186 [1:33:06<1:13:37,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5689/10186 [1:33:06<1:13:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5689/10186 [1:33:06<1:13:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5690/10186 [1:33:07<1:13:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5690/10186 [1:33:07<1:13:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5691/10186 [1:33:07<1:13:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5691/10186 [1:33:07<1:13:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5692/10186 [1:33:10<1:13:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5692/10186 [1:33:10<1:13:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5693/10186 [1:33:10<1:13:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5693/10186 [1:33:10<1:13:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5694/10186 [1:33:11<1:13:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5694/10186 [1:33:11<1:13:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5695/10186 [1:33:11<1:13:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5695/10186 [1:33:11<1:13:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5696/10186 [1:33:14<1:13:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5696/10186 [1:33:14<1:13:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5697/10186 [1:33:14<1:13:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5697/10186 [1:33:14<1:13:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5698/10186 [1:33:15<1:13:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5698/10186 [1:33:15<1:13:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5699/10186 [1:33:15<1:13:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5699/10186 [1:33:15<1:13:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5700/10186 [1:33:17<1:13:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5700/10186 [1:33:17<1:13:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5701/10186 [1:33:18<1:13:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5701/10186 [1:33:18<1:13:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5702/10186 [1:33:19<1:13:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5702/10186 [1:33:19<1:13:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5703/10186 [1:33:19<1:13:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5703/10186 [1:33:19<1:13:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5704/10186 [1:33:21<1:13:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5704/10186 [1:33:21<1:13:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5705/10186 [1:33:22<1:13:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5705/10186 [1:33:22<1:13:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5706/10186 [1:33:22<1:13:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5706/10186 [1:33:22<1:13:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5707/10186 [1:33:23<1:13:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5707/10186 [1:33:23<1:13:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5708/10186 [1:33:25<1:13:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5708/10186 [1:33:25<1:13:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5709/10186 [1:33:26<1:13:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5709/10186 [1:33:26<1:13:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5710/10186 [1:33:26<1:13:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5710/10186 [1:33:26<1:13:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5711/10186 [1:33:27<1:13:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5711/10186 [1:33:27<1:13:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5712/10186 [1:33:29<1:13:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5712/10186 [1:33:29<1:13:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5713/10186 [1:33:30<1:13:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5713/10186 [1:33:30<1:13:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5714/10186 [1:33:30<1:13:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5714/10186 [1:33:30<1:13:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5715/10186 [1:33:31<1:13:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5715/10186 [1:33:31<1:13:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5716/10186 [1:33:33<1:13:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5716/10186 [1:33:33<1:13:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5717/10186 [1:33:34<1:13:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5717/10186 [1:33:34<1:13:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5718/10186 [1:33:34<1:13:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5718/10186 [1:33:34<1:13:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5719/10186 [1:33:35<1:13:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5719/10186 [1:33:35<1:13:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5720/10186 [1:33:37<1:13:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5720/10186 [1:33:37<1:13:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5721/10186 [1:33:37<1:13:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5721/10186 [1:33:37<1:13:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5722/10186 [1:33:38<1:13:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5722/10186 [1:33:38<1:13:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5723/10186 [1:33:39<1:13:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5723/10186 [1:33:39<1:13:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5724/10186 [1:33:41<1:13:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5724/10186 [1:33:41<1:13:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5725/10186 [1:33:41<1:13:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5725/10186 [1:33:41<1:13:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5726/10186 [1:33:42<1:12:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5726/10186 [1:33:42<1:12:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5727/10186 [1:33:42<1:12:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5727/10186 [1:33:42<1:12:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5728/10186 [1:33:45<1:12:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5728/10186 [1:33:45<1:12:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5729/10186 [1:33:45<1:12:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5729/10186 [1:33:45<1:12:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5730/10186 [1:33:46<1:12:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5730/10186 [1:33:46<1:12:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5731/10186 [1:33:46<1:12:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5731/10186 [1:33:46<1:12:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5732/10186 [1:33:49<1:12:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5732/10186 [1:33:49<1:12:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5733/10186 [1:33:49<1:12:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5733/10186 [1:33:49<1:12:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5734/10186 [1:33:50<1:12:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5734/10186 [1:33:50<1:12:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  56%|▌| 5735/10186 [1:33:50<1:12:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5735/10186 [1:33:50<1:12:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5736/10186 [1:33:52<1:12:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5736/10186 [1:33:52<1:12:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5737/10186 [1:33:53<1:12:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5737/10186 [1:33:53<1:12:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5738/10186 [1:33:54<1:12:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5738/10186 [1:33:54<1:12:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5739/10186 [1:33:54<1:12:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5739/10186 [1:33:54<1:12:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5740/10186 [1:33:56<1:12:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5740/10186 [1:33:56<1:12:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5741/10186 [1:33:57<1:12:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5741/10186 [1:33:57<1:12:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5742/10186 [1:33:57<1:12:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5742/10186 [1:33:57<1:12:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5743/10186 [1:33:58<1:12:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5743/10186 [1:33:58<1:12:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5744/10186 [1:34:00<1:12:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5744/10186 [1:34:00<1:12:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5745/10186 [1:34:01<1:12:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5745/10186 [1:34:01<1:12:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5746/10186 [1:34:01<1:12:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5746/10186 [1:34:01<1:12:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5747/10186 [1:34:02<1:12:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5747/10186 [1:34:02<1:12:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5748/10186 [1:34:04<1:12:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5748/10186 [1:34:04<1:12:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5749/10186 [1:34:05<1:12:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5749/10186 [1:34:05<1:12:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5750/10186 [1:34:05<1:12:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5750/10186 [1:34:05<1:12:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5751/10186 [1:34:06<1:12:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5751/10186 [1:34:06<1:12:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5752/10186 [1:34:08<1:12:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5752/10186 [1:34:08<1:12:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5753/10186 [1:34:09<1:12:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5753/10186 [1:34:09<1:12:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5754/10186 [1:34:09<1:12:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5754/10186 [1:34:09<1:12:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 5755/10186 [1:34:10<1:12:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  56%|▌| 5755/10186 [1:34:10<1:12:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5756/10186 [1:34:12<1:12:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5756/10186 [1:34:12<1:12:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5757/10186 [1:34:12<1:12:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5757/10186 [1:34:12<1:12:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5758/10186 [1:34:13<1:12:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5758/10186 [1:34:13<1:12:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5759/10186 [1:34:14<1:12:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5759/10186 [1:34:14<1:12:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5760/10186 [1:34:16<1:12:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5760/10186 [1:34:16<1:12:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5761/10186 [1:34:16<1:12:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5761/10186 [1:34:16<1:12:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5762/10186 [1:34:17<1:12:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5762/10186 [1:34:17<1:12:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5763/10186 [1:34:17<1:12:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5763/10186 [1:34:17<1:12:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5764/10186 [1:34:20<1:12:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5764/10186 [1:34:20<1:12:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5765/10186 [1:34:20<1:12:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5765/10186 [1:34:20<1:12:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5766/10186 [1:34:21<1:12:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5766/10186 [1:34:21<1:12:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5767/10186 [1:34:21<1:12:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5767/10186 [1:34:21<1:12:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5768/10186 [1:34:24<1:12:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5768/10186 [1:34:24<1:12:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5769/10186 [1:34:24<1:12:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5769/10186 [1:34:24<1:12:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5770/10186 [1:34:25<1:12:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5770/10186 [1:34:25<1:12:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5771/10186 [1:34:25<1:12:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5771/10186 [1:34:25<1:12:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5772/10186 [1:34:27<1:12:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5772/10186 [1:34:27<1:12:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5773/10186 [1:34:28<1:12:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5773/10186 [1:34:28<1:12:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5774/10186 [1:34:29<1:12:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5774/10186 [1:34:29<1:12:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5775/10186 [1:34:29<1:12:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5775/10186 [1:34:29<1:12:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5776/10186 [1:34:31<1:12:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5776/10186 [1:34:31<1:12:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5777/10186 [1:34:32<1:12:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5777/10186 [1:34:32<1:12:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5778/10186 [1:34:32<1:12:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5778/10186 [1:34:32<1:12:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5779/10186 [1:34:33<1:12:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5779/10186 [1:34:33<1:12:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5780/10186 [1:34:35<1:12:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5780/10186 [1:34:35<1:12:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5781/10186 [1:34:36<1:12:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5781/10186 [1:34:36<1:12:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5782/10186 [1:34:36<1:12:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5782/10186 [1:34:36<1:12:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5783/10186 [1:34:37<1:12:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5783/10186 [1:34:37<1:12:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5784/10186 [1:34:39<1:12:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5784/10186 [1:34:39<1:12:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5785/10186 [1:34:40<1:12:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5785/10186 [1:34:40<1:12:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5786/10186 [1:34:40<1:11:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5786/10186 [1:34:40<1:11:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5787/10186 [1:34:41<1:11:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5787/10186 [1:34:41<1:11:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5788/10186 [1:34:43<1:11:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5788/10186 [1:34:43<1:11:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5789/10186 [1:34:44<1:11:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5789/10186 [1:34:44<1:11:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5790/10186 [1:34:44<1:11:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5790/10186 [1:34:44<1:11:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5791/10186 [1:34:45<1:11:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5791/10186 [1:34:45<1:11:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5792/10186 [1:34:47<1:11:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5792/10186 [1:34:47<1:11:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5793/10186 [1:34:47<1:11:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5793/10186 [1:34:47<1:11:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5794/10186 [1:34:48<1:11:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5794/10186 [1:34:48<1:11:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5795/10186 [1:34:49<1:11:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5795/10186 [1:34:49<1:11:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5796/10186 [1:34:51<1:11:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5796/10186 [1:34:51<1:11:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5797/10186 [1:34:51<1:11:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5797/10186 [1:34:51<1:11:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5798/10186 [1:34:52<1:11:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5798/10186 [1:34:52<1:11:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5799/10186 [1:34:52<1:11:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5799/10186 [1:34:52<1:11:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5800/10186 [1:34:55<1:11:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5800/10186 [1:34:55<1:11:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5801/10186 [1:34:55<1:11:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5801/10186 [1:34:55<1:11:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5802/10186 [1:34:56<1:11:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5802/10186 [1:34:56<1:11:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5803/10186 [1:34:56<1:11:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5803/10186 [1:34:56<1:11:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5804/10186 [1:34:59<1:11:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5804/10186 [1:34:59<1:11:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5805/10186 [1:34:59<1:11:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5805/10186 [1:34:59<1:11:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5806/10186 [1:35:00<1:11:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5806/10186 [1:35:00<1:11:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5807/10186 [1:35:00<1:11:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5807/10186 [1:35:00<1:11:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5808/10186 [1:35:02<1:11:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5808/10186 [1:35:02<1:11:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5809/10186 [1:35:03<1:11:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5809/10186 [1:35:03<1:11:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5810/10186 [1:35:04<1:11:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5810/10186 [1:35:04<1:11:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5811/10186 [1:35:04<1:11:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5811/10186 [1:35:04<1:11:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5812/10186 [1:35:06<1:11:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5812/10186 [1:35:06<1:11:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5813/10186 [1:35:07<1:11:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5813/10186 [1:35:07<1:11:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5814/10186 [1:35:07<1:11:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5814/10186 [1:35:07<1:11:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5815/10186 [1:35:08<1:11:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5815/10186 [1:35:08<1:11:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5816/10186 [1:35:10<1:11:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5816/10186 [1:35:10<1:11:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5817/10186 [1:35:11<1:11:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5817/10186 [1:35:11<1:11:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5818/10186 [1:35:11<1:11:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5818/10186 [1:35:11<1:11:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5819/10186 [1:35:12<1:11:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5819/10186 [1:35:12<1:11:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5820/10186 [1:35:14<1:11:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5820/10186 [1:35:14<1:11:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5821/10186 [1:35:15<1:11:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5821/10186 [1:35:15<1:11:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5822/10186 [1:35:15<1:11:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5822/10186 [1:35:15<1:11:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5823/10186 [1:35:16<1:11:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5823/10186 [1:35:16<1:11:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5824/10186 [1:35:18<1:11:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5824/10186 [1:35:18<1:11:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5825/10186 [1:35:19<1:11:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5825/10186 [1:35:19<1:11:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5826/10186 [1:35:19<1:11:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5826/10186 [1:35:19<1:11:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5827/10186 [1:35:20<1:11:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5827/10186 [1:35:20<1:11:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5828/10186 [1:35:22<1:11:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5828/10186 [1:35:22<1:11:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5829/10186 [1:35:22<1:11:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5829/10186 [1:35:22<1:11:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5830/10186 [1:35:23<1:11:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5830/10186 [1:35:23<1:11:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5831/10186 [1:35:24<1:11:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5831/10186 [1:35:24<1:11:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5832/10186 [1:35:26<1:11:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5832/10186 [1:35:26<1:11:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5833/10186 [1:35:26<1:11:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|���| 5833/10186 [1:35:26<1:11:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5834/10186 [1:35:27<1:11:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5834/10186 [1:35:27<1:11:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5835/10186 [1:35:27<1:11:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5835/10186 [1:35:27<1:11:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5836/10186 [1:35:30<1:11:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5836/10186 [1:35:30<1:11:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5837/10186 [1:35:30<1:11:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5837/10186 [1:35:30<1:11:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5838/10186 [1:35:31<1:11:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5838/10186 [1:35:31<1:11:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5839/10186 [1:35:31<1:11:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5839/10186 [1:35:31<1:11:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5840/10186 [1:35:34<1:11:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5840/10186 [1:35:34<1:11:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5841/10186 [1:35:34<1:11:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5841/10186 [1:35:34<1:11:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5842/10186 [1:35:35<1:11:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5842/10186 [1:35:35<1:11:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5843/10186 [1:35:35<1:11:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5843/10186 [1:35:35<1:11:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5844/10186 [1:35:37<1:11:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5844/10186 [1:35:37<1:11:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5845/10186 [1:35:38<1:11:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5845/10186 [1:35:38<1:11:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5846/10186 [1:35:39<1:11:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5846/10186 [1:35:39<1:11:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5847/10186 [1:35:39<1:10:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5847/10186 [1:35:39<1:10:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5848/10186 [1:35:41<1:10:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5848/10186 [1:35:41<1:10:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5849/10186 [1:35:42<1:10:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5849/10186 [1:35:42<1:10:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5850/10186 [1:35:42<1:10:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5850/10186 [1:35:42<1:10:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5851/10186 [1:35:43<1:10:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5851/10186 [1:35:43<1:10:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5852/10186 [1:35:45<1:10:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5852/10186 [1:35:45<1:10:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5853/10186 [1:35:46<1:10:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5853/10186 [1:35:46<1:10:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5854/10186 [1:35:46<1:10:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5854/10186 [1:35:46<1:10:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5855/10186 [1:35:47<1:10:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5855/10186 [1:35:47<1:10:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 5856/10186 [1:35:49<1:10:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  57%|▌| 5856/10186 [1:35:49<1:10:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5857/10186 [1:35:50<1:10:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5857/10186 [1:35:50<1:10:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5858/10186 [1:35:50<1:10:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5858/10186 [1:35:50<1:10:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5859/10186 [1:35:51<1:10:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5859/10186 [1:35:51<1:10:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5860/10186 [1:35:53<1:10:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5860/10186 [1:35:53<1:10:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5861/10186 [1:35:53<1:10:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5861/10186 [1:35:53<1:10:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5862/10186 [1:35:54<1:10:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5862/10186 [1:35:54<1:10:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5863/10186 [1:35:55<1:10:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5863/10186 [1:35:55<1:10:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5864/10186 [1:35:57<1:10:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5864/10186 [1:35:57<1:10:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5865/10186 [1:35:57<1:10:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5865/10186 [1:35:57<1:10:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5866/10186 [1:35:58<1:10:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5866/10186 [1:35:58<1:10:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5867/10186 [1:35:58<1:10:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5867/10186 [1:35:58<1:10:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5868/10186 [1:36:01<1:10:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5868/10186 [1:36:01<1:10:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5869/10186 [1:36:01<1:10:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5869/10186 [1:36:01<1:10:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5870/10186 [1:36:02<1:10:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5870/10186 [1:36:02<1:10:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5871/10186 [1:36:02<1:10:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5871/10186 [1:36:02<1:10:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5872/10186 [1:36:05<1:10:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5872/10186 [1:36:05<1:10:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5873/10186 [1:36:05<1:10:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5873/10186 [1:36:05<1:10:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5874/10186 [1:36:06<1:10:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5874/10186 [1:36:06<1:10:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5875/10186 [1:36:06<1:10:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5875/10186 [1:36:06<1:10:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5876/10186 [1:36:08<1:10:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5876/10186 [1:36:08<1:10:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5877/10186 [1:36:09<1:10:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5877/10186 [1:36:09<1:10:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5878/10186 [1:36:10<1:10:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5878/10186 [1:36:10<1:10:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5879/10186 [1:36:10<1:10:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5879/10186 [1:36:10<1:10:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5880/10186 [1:36:12<1:10:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5880/10186 [1:36:12<1:10:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5881/10186 [1:36:13<1:10:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5881/10186 [1:36:13<1:10:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5882/10186 [1:36:13<1:10:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5882/10186 [1:36:13<1:10:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5883/10186 [1:36:14<1:10:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5883/10186 [1:36:14<1:10:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5884/10186 [1:36:16<1:10:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5884/10186 [1:36:16<1:10:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5885/10186 [1:36:17<1:10:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5885/10186 [1:36:17<1:10:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5886/10186 [1:36:17<1:10:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5886/10186 [1:36:17<1:10:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5887/10186 [1:36:18<1:10:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5887/10186 [1:36:18<1:10:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5888/10186 [1:36:20<1:10:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5888/10186 [1:36:20<1:10:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5889/10186 [1:36:21<1:10:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5889/10186 [1:36:21<1:10:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5890/10186 [1:36:21<1:10:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5890/10186 [1:36:21<1:10:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5891/10186 [1:36:22<1:10:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5891/10186 [1:36:22<1:10:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5892/10186 [1:36:24<1:10:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5892/10186 [1:36:24<1:10:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5893/10186 [1:36:25<1:10:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5893/10186 [1:36:25<1:10:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5894/10186 [1:36:25<1:10:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5894/10186 [1:36:25<1:10:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5895/10186 [1:36:26<1:10:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5895/10186 [1:36:26<1:10:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5896/10186 [1:36:28<1:10:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5896/10186 [1:36:28<1:10:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5897/10186 [1:36:28<1:10:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5897/10186 [1:36:28<1:10:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5898/10186 [1:36:29<1:10:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5898/10186 [1:36:29<1:10:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5899/10186 [1:36:30<1:10:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5899/10186 [1:36:30<1:10:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5900/10186 [1:36:32<1:10:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5900/10186 [1:36:32<1:10:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5901/10186 [1:36:32<1:10:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5901/10186 [1:36:32<1:10:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5902/10186 [1:36:33<1:10:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5902/10186 [1:36:33<1:10:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5903/10186 [1:36:33<1:10:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5903/10186 [1:36:33<1:10:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5904/10186 [1:36:36<1:10:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5904/10186 [1:36:36<1:10:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5905/10186 [1:36:36<1:10:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5905/10186 [1:36:36<1:10:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5906/10186 [1:36:37<1:10:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5906/10186 [1:36:37<1:10:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5907/10186 [1:36:37<1:09:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5907/10186 [1:36:37<1:09:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5908/10186 [1:36:40<1:09:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5908/10186 [1:36:40<1:09:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5909/10186 [1:36:40<1:09:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5909/10186 [1:36:40<1:09:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5910/10186 [1:36:41<1:09:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5910/10186 [1:36:41<1:09:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5911/10186 [1:36:41<1:09:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5911/10186 [1:36:41<1:09:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5912/10186 [1:36:43<1:09:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5912/10186 [1:36:43<1:09:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5913/10186 [1:36:44<1:09:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5913/10186 [1:36:44<1:09:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5914/10186 [1:36:45<1:09:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5914/10186 [1:36:45<1:09:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5915/10186 [1:36:45<1:09:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5915/10186 [1:36:45<1:09:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5916/10186 [1:36:47<1:09:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5916/10186 [1:36:47<1:09:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5917/10186 [1:36:48<1:09:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5917/10186 [1:36:48<1:09:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5918/10186 [1:36:48<1:09:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5918/10186 [1:36:48<1:09:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5919/10186 [1:36:49<1:09:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5919/10186 [1:36:49<1:09:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5920/10186 [1:36:51<1:09:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5920/10186 [1:36:51<1:09:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5921/10186 [1:36:52<1:09:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5921/10186 [1:36:52<1:09:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5922/10186 [1:36:52<1:09:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5922/10186 [1:36:52<1:09:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5923/10186 [1:36:53<1:09:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5923/10186 [1:36:53<1:09:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5924/10186 [1:36:55<1:09:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5924/10186 [1:36:55<1:09:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5925/10186 [1:36:56<1:09:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5925/10186 [1:36:56<1:09:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5926/10186 [1:36:56<1:09:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5926/10186 [1:36:56<1:09:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5927/10186 [1:36:57<1:09:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5927/10186 [1:36:57<1:09:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5928/10186 [1:36:59<1:09:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5928/10186 [1:36:59<1:09:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5929/10186 [1:37:00<1:09:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5929/10186 [1:37:00<1:09:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5930/10186 [1:37:00<1:09:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5930/10186 [1:37:00<1:09:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5931/10186 [1:37:01<1:09:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5931/10186 [1:37:01<1:09:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5932/10186 [1:37:03<1:09:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5932/10186 [1:37:03<1:09:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5933/10186 [1:37:03<1:09:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5933/10186 [1:37:03<1:09:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5934/10186 [1:37:04<1:09:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5934/10186 [1:37:04<1:09:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5935/10186 [1:37:05<1:09:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5935/10186 [1:37:05<1:09:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5936/10186 [1:37:07<1:09:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5936/10186 [1:37:07<1:09:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5937/10186 [1:37:07<1:09:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5937/10186 [1:37:07<1:09:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5938/10186 [1:37:08<1:09:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5938/10186 [1:37:08<1:09:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5939/10186 [1:37:08<1:09:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5939/10186 [1:37:08<1:09:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5940/10186 [1:37:11<1:09:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5940/10186 [1:37:11<1:09:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5941/10186 [1:37:11<1:09:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5941/10186 [1:37:11<1:09:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5942/10186 [1:37:12<1:09:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5942/10186 [1:37:12<1:09:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5943/10186 [1:37:12<1:09:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5943/10186 [1:37:12<1:09:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5944/10186 [1:37:15<1:09:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5944/10186 [1:37:15<1:09:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5945/10186 [1:37:15<1:09:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5945/10186 [1:37:15<1:09:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5946/10186 [1:37:16<1:09:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5946/10186 [1:37:16<1:09:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5947/10186 [1:37:16<1:09:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5947/10186 [1:37:16<1:09:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5948/10186 [1:37:18<1:09:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5948/10186 [1:37:18<1:09:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5949/10186 [1:37:19<1:09:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5949/10186 [1:37:19<1:09:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5950/10186 [1:37:20<1:09:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5950/10186 [1:37:20<1:09:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5951/10186 [1:37:20<1:09:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5951/10186 [1:37:20<1:09:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5952/10186 [1:37:22<1:09:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5952/10186 [1:37:22<1:09:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5953/10186 [1:37:23<1:09:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5953/10186 [1:37:23<1:09:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5954/10186 [1:37:23<1:09:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5954/10186 [1:37:23<1:09:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5955/10186 [1:37:24<1:09:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5955/10186 [1:37:24<1:09:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5956/10186 [1:37:26<1:09:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5956/10186 [1:37:26<1:09:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5957/10186 [1:37:27<1:09:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5957/10186 [1:37:27<1:09:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 5958/10186 [1:37:27<1:09:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  58%|▌| 5958/10186 [1:37:27<1:09:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5959/10186 [1:37:28<1:09:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5959/10186 [1:37:28<1:09:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5960/10186 [1:37:30<1:09:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5960/10186 [1:37:30<1:09:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5961/10186 [1:37:31<1:09:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5961/10186 [1:37:31<1:09:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5962/10186 [1:37:31<1:09:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5962/10186 [1:37:31<1:09:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5963/10186 [1:37:32<1:09:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5963/10186 [1:37:32<1:09:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5964/10186 [1:37:34<1:09:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5964/10186 [1:37:34<1:09:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5965/10186 [1:37:34<1:09:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5965/10186 [1:37:34<1:09:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5966/10186 [1:37:35<1:09:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5966/10186 [1:37:35<1:09:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5967/10186 [1:37:36<1:09:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5967/10186 [1:37:36<1:09:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5968/10186 [1:37:38<1:09:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5968/10186 [1:37:38<1:09:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5969/10186 [1:37:38<1:08:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5969/10186 [1:37:38<1:08:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5970/10186 [1:37:39<1:08:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5970/10186 [1:37:39<1:08:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5971/10186 [1:37:39<1:08:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5971/10186 [1:37:39<1:08:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5972/10186 [1:37:42<1:08:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5972/10186 [1:37:42<1:08:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5973/10186 [1:37:42<1:08:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5973/10186 [1:37:42<1:08:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5974/10186 [1:37:43<1:08:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5974/10186 [1:37:43<1:08:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5975/10186 [1:37:43<1:08:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5975/10186 [1:37:43<1:08:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5976/10186 [1:37:46<1:08:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5976/10186 [1:37:46<1:08:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5977/10186 [1:37:46<1:08:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5977/10186 [1:37:46<1:08:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5978/10186 [1:37:47<1:08:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5978/10186 [1:37:47<1:08:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5979/10186 [1:37:47<1:08:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5979/10186 [1:37:47<1:08:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5980/10186 [1:37:49<1:08:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5980/10186 [1:37:49<1:08:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5981/10186 [1:37:50<1:08:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5981/10186 [1:37:50<1:08:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5982/10186 [1:37:51<1:08:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5982/10186 [1:37:51<1:08:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5983/10186 [1:37:51<1:08:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5983/10186 [1:37:51<1:08:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5984/10186 [1:37:53<1:08:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5984/10186 [1:37:53<1:08:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5985/10186 [1:37:54<1:08:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5985/10186 [1:37:54<1:08:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5986/10186 [1:37:54<1:08:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5986/10186 [1:37:54<1:08:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5987/10186 [1:37:55<1:08:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5987/10186 [1:37:55<1:08:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5988/10186 [1:37:57<1:08:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5988/10186 [1:37:57<1:08:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5989/10186 [1:37:58<1:08:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5989/10186 [1:37:58<1:08:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5990/10186 [1:37:58<1:08:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5990/10186 [1:37:58<1:08:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5991/10186 [1:37:59<1:08:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5991/10186 [1:37:59<1:08:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5992/10186 [1:38:01<1:08:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5992/10186 [1:38:01<1:08:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5993/10186 [1:38:02<1:08:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5993/10186 [1:38:02<1:08:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5994/10186 [1:38:02<1:08:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5994/10186 [1:38:02<1:08:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5995/10186 [1:38:03<1:08:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5995/10186 [1:38:03<1:08:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5996/10186 [1:38:05<1:08:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5996/10186 [1:38:05<1:08:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5997/10186 [1:38:06<1:08:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5997/10186 [1:38:06<1:08:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5998/10186 [1:38:06<1:08:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5998/10186 [1:38:06<1:08:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 5999/10186 [1:38:07<1:08:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 5999/10186 [1:38:07<1:08:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6000/10186 [1:38:09<1:08:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6000/10186 [1:38:09<1:08:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6001/10186 [1:38:18<1:08:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6001/10186 [1:38:18<1:08:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6002/10186 [1:38:18<1:08:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6002/10186 [1:38:18<1:08:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6003/10186 [1:38:19<1:08:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6003/10186 [1:38:19<1:08:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6004/10186 [1:38:21<1:08:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6004/10186 [1:38:21<1:08:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6005/10186 [1:38:21<1:08:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6005/10186 [1:38:21<1:08:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6006/10186 [1:38:22<1:08:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6006/10186 [1:38:22<1:08:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6007/10186 [1:38:23<1:08:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6007/10186 [1:38:23<1:08:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6008/10186 [1:38:25<1:08:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6008/10186 [1:38:25<1:08:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6009/10186 [1:38:25<1:08:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6009/10186 [1:38:25<1:08:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6010/10186 [1:38:26<1:08:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6010/10186 [1:38:26<1:08:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6011/10186 [1:38:26<1:08:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6011/10186 [1:38:26<1:08:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6012/10186 [1:38:29<1:08:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6012/10186 [1:38:29<1:08:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6013/10186 [1:38:29<1:08:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6013/10186 [1:38:29<1:08:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6014/10186 [1:38:30<1:08:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6014/10186 [1:38:30<1:08:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6015/10186 [1:38:30<1:08:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6015/10186 [1:38:30<1:08:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6016/10186 [1:38:33<1:08:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6016/10186 [1:38:33<1:08:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6017/10186 [1:38:33<1:08:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6017/10186 [1:38:33<1:08:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6018/10186 [1:38:34<1:08:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6018/10186 [1:38:34<1:08:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6019/10186 [1:38:34<1:08:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6019/10186 [1:38:34<1:08:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6020/10186 [1:38:36<1:08:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6020/10186 [1:38:36<1:08:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6021/10186 [1:38:37<1:08:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6021/10186 [1:38:37<1:08:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6022/10186 [1:38:38<1:08:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6022/10186 [1:38:38<1:08:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6023/10186 [1:38:38<1:08:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6023/10186 [1:38:38<1:08:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6024/10186 [1:38:40<1:08:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6024/10186 [1:38:40<1:08:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6025/10186 [1:38:41<1:08:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6025/10186 [1:38:41<1:08:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6026/10186 [1:38:41<1:08:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6026/10186 [1:38:41<1:08:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6027/10186 [1:38:42<1:08:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6027/10186 [1:38:42<1:08:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6028/10186 [1:38:44<1:08:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6028/10186 [1:38:44<1:08:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6029/10186 [1:38:45<1:08:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6029/10186 [1:38:45<1:08:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6030/10186 [1:38:45<1:08:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6030/10186 [1:38:45<1:08:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6031/10186 [1:38:46<1:08:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6031/10186 [1:38:46<1:08:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6032/10186 [1:38:48<1:08:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6032/10186 [1:38:48<1:08:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6033/10186 [1:38:49<1:08:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6033/10186 [1:38:49<1:08:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6034/10186 [1:38:49<1:08:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6034/10186 [1:38:49<1:08:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6035/10186 [1:38:50<1:07:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6035/10186 [1:38:50<1:07:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6036/10186 [1:38:52<1:07:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6036/10186 [1:38:52<1:07:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6037/10186 [1:38:53<1:07:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6037/10186 [1:38:53<1:07:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6038/10186 [1:38:53<1:07:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6038/10186 [1:38:53<1:07:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6039/10186 [1:38:54<1:07:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6039/10186 [1:38:54<1:07:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6040/10186 [1:38:56<1:07:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6040/10186 [1:38:56<1:07:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6041/10186 [1:38:56<1:07:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6041/10186 [1:38:56<1:07:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6042/10186 [1:38:57<1:07:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6042/10186 [1:38:57<1:07:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6043/10186 [1:38:58<1:07:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6043/10186 [1:38:58<1:07:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6044/10186 [1:39:00<1:07:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6044/10186 [1:39:00<1:07:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6045/10186 [1:39:00<1:07:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6045/10186 [1:39:00<1:07:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6046/10186 [1:39:01<1:07:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6046/10186 [1:39:01<1:07:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6047/10186 [1:39:01<1:07:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6047/10186 [1:39:01<1:07:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6048/10186 [1:39:04<1:07:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6048/10186 [1:39:04<1:07:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6049/10186 [1:39:04<1:07:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6049/10186 [1:39:04<1:07:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6050/10186 [1:39:05<1:07:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6050/10186 [1:39:05<1:07:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6051/10186 [1:39:05<1:07:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6051/10186 [1:39:05<1:07:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6052/10186 [1:39:08<1:07:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6052/10186 [1:39:08<1:07:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6053/10186 [1:39:08<1:07:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6053/10186 [1:39:08<1:07:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6054/10186 [1:39:09<1:07:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6054/10186 [1:39:09<1:07:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6055/10186 [1:39:09<1:07:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6055/10186 [1:39:09<1:07:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6056/10186 [1:39:11<1:07:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6056/10186 [1:39:11<1:07:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6057/10186 [1:39:12<1:07:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6057/10186 [1:39:12<1:07:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6058/10186 [1:39:13<1:07:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6058/10186 [1:39:13<1:07:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6059/10186 [1:39:13<1:07:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6059/10186 [1:39:13<1:07:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 6060/10186 [1:39:15<1:07:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  59%|▌| 6060/10186 [1:39:15<1:07:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6061/10186 [1:39:16<1:07:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6061/10186 [1:39:16<1:07:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6062/10186 [1:39:16<1:07:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6062/10186 [1:39:16<1:07:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6063/10186 [1:39:17<1:07:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6063/10186 [1:39:17<1:07:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6064/10186 [1:39:19<1:07:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6064/10186 [1:39:19<1:07:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6065/10186 [1:39:20<1:07:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6065/10186 [1:39:20<1:07:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6066/10186 [1:39:20<1:07:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6066/10186 [1:39:20<1:07:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6067/10186 [1:39:21<1:07:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6067/10186 [1:39:21<1:07:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6068/10186 [1:39:23<1:07:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6068/10186 [1:39:23<1:07:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6069/10186 [1:39:24<1:07:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6069/10186 [1:39:24<1:07:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6070/10186 [1:39:24<1:07:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6070/10186 [1:39:24<1:07:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6071/10186 [1:39:25<1:07:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6071/10186 [1:39:25<1:07:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6072/10186 [1:39:27<1:07:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6072/10186 [1:39:27<1:07:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6073/10186 [1:39:28<1:07:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6073/10186 [1:39:28<1:07:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6074/10186 [1:39:28<1:07:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6074/10186 [1:39:28<1:07:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6075/10186 [1:39:29<1:07:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6075/10186 [1:39:29<1:07:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6076/10186 [1:39:31<1:07:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6076/10186 [1:39:31<1:07:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6077/10186 [1:39:31<1:07:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6077/10186 [1:39:31<1:07:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6078/10186 [1:39:32<1:07:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6078/10186 [1:39:32<1:07:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6079/10186 [1:39:33<1:07:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6079/10186 [1:39:33<1:07:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6080/10186 [1:39:35<1:07:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6080/10186 [1:39:35<1:07:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6081/10186 [1:39:35<1:07:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6081/10186 [1:39:35<1:07:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6082/10186 [1:39:36<1:07:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6082/10186 [1:39:36<1:07:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6083/10186 [1:39:36<1:07:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6083/10186 [1:39:36<1:07:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6084/10186 [1:39:39<1:07:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6084/10186 [1:39:39<1:07:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6085/10186 [1:39:39<1:07:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6085/10186 [1:39:39<1:07:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6086/10186 [1:39:40<1:07:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6086/10186 [1:39:40<1:07:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6087/10186 [1:39:40<1:07:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6087/10186 [1:39:40<1:07:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6088/10186 [1:39:43<1:07:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6088/10186 [1:39:43<1:07:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6089/10186 [1:39:43<1:07:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6089/10186 [1:39:43<1:07:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6090/10186 [1:39:44<1:07:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6090/10186 [1:39:44<1:07:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6091/10186 [1:39:44<1:07:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6091/10186 [1:39:44<1:07:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6092/10186 [1:39:46<1:07:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6092/10186 [1:39:46<1:07:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6093/10186 [1:39:47<1:07:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6093/10186 [1:39:47<1:07:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6094/10186 [1:39:48<1:07:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6094/10186 [1:39:48<1:07:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6095/10186 [1:39:48<1:06:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6095/10186 [1:39:48<1:06:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6096/10186 [1:39:50<1:06:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6096/10186 [1:39:50<1:06:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6097/10186 [1:39:51<1:06:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6097/10186 [1:39:51<1:06:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6098/10186 [1:39:51<1:06:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6098/10186 [1:39:51<1:06:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6099/10186 [1:39:52<1:06:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6099/10186 [1:39:52<1:06:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6100/10186 [1:39:54<1:06:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6100/10186 [1:39:54<1:06:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6101/10186 [1:39:55<1:06:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6101/10186 [1:39:55<1:06:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6102/10186 [1:39:55<1:06:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6102/10186 [1:39:55<1:06:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6103/10186 [1:39:56<1:06:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6103/10186 [1:39:56<1:06:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6104/10186 [1:39:58<1:06:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6104/10186 [1:39:58<1:06:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6105/10186 [1:39:59<1:06:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6105/10186 [1:39:59<1:06:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6106/10186 [1:39:59<1:06:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6106/10186 [1:39:59<1:06:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6107/10186 [1:40:00<1:06:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6107/10186 [1:40:00<1:06:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6108/10186 [1:40:02<1:06:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6108/10186 [1:40:02<1:06:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6109/10186 [1:40:03<1:06:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6109/10186 [1:40:03<1:06:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6110/10186 [1:40:03<1:06:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6110/10186 [1:40:03<1:06:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6111/10186 [1:40:04<1:06:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6111/10186 [1:40:04<1:06:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6112/10186 [1:40:06<1:06:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6112/10186 [1:40:06<1:06:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6113/10186 [1:40:06<1:06:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6113/10186 [1:40:06<1:06:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6114/10186 [1:40:07<1:06:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6114/10186 [1:40:07<1:06:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6115/10186 [1:40:08<1:06:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6115/10186 [1:40:08<1:06:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6116/10186 [1:40:10<1:06:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6116/10186 [1:40:10<1:06:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6117/10186 [1:40:10<1:06:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6117/10186 [1:40:10<1:06:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6118/10186 [1:40:11<1:06:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6118/10186 [1:40:11<1:06:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6119/10186 [1:40:11<1:06:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6119/10186 [1:40:11<1:06:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6120/10186 [1:40:14<1:06:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6120/10186 [1:40:14<1:06:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6121/10186 [1:40:14<1:06:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6121/10186 [1:40:14<1:06:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6122/10186 [1:40:15<1:06:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6122/10186 [1:40:15<1:06:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6123/10186 [1:40:15<1:06:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6123/10186 [1:40:15<1:06:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6124/10186 [1:40:18<1:06:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6124/10186 [1:40:18<1:06:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6125/10186 [1:40:18<1:06:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6125/10186 [1:40:18<1:06:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6126/10186 [1:40:19<1:06:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6126/10186 [1:40:19<1:06:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6127/10186 [1:40:19<1:06:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6127/10186 [1:40:19<1:06:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6128/10186 [1:40:21<1:06:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6128/10186 [1:40:21<1:06:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6129/10186 [1:40:22<1:06:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6129/10186 [1:40:22<1:06:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6130/10186 [1:40:23<1:06:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6130/10186 [1:40:23<1:06:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6131/10186 [1:40:23<1:06:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6131/10186 [1:40:23<1:06:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6132/10186 [1:40:25<1:06:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6132/10186 [1:40:25<1:06:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6133/10186 [1:40:26<1:06:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6133/10186 [1:40:26<1:06:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6134/10186 [1:40:26<1:06:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6134/10186 [1:40:26<1:06:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6135/10186 [1:40:27<1:06:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6135/10186 [1:40:27<1:06:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6136/10186 [1:40:29<1:06:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6136/10186 [1:40:29<1:06:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6137/10186 [1:40:30<1:06:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6137/10186 [1:40:30<1:06:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6138/10186 [1:40:30<1:06:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6138/10186 [1:40:30<1:06:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  60%|▌| 6139/10186 [1:40:31<1:06:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6139/10186 [1:40:31<1:06:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6140/10186 [1:40:33<1:06:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6140/10186 [1:40:33<1:06:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6141/10186 [1:40:34<1:06:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6141/10186 [1:40:34<1:06:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6142/10186 [1:40:34<1:06:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6142/10186 [1:40:34<1:06:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6143/10186 [1:40:35<1:06:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6143/10186 [1:40:35<1:06:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6144/10186 [1:40:37<1:06:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6144/10186 [1:40:37<1:06:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6145/10186 [1:40:38<1:06:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6145/10186 [1:40:38<1:06:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6146/10186 [1:40:38<1:06:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6146/10186 [1:40:38<1:06:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6147/10186 [1:40:39<1:06:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6147/10186 [1:40:39<1:06:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6148/10186 [1:40:41<1:06:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6148/10186 [1:40:41<1:06:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6149/10186 [1:40:41<1:06:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6149/10186 [1:40:41<1:06:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6150/10186 [1:40:42<1:06:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6150/10186 [1:40:42<1:06:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6151/10186 [1:40:43<1:06:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6151/10186 [1:40:43<1:06:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6152/10186 [1:40:45<1:06:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6152/10186 [1:40:45<1:06:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6153/10186 [1:40:45<1:06:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6153/10186 [1:40:45<1:06:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6154/10186 [1:40:46<1:06:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6154/10186 [1:40:46<1:06:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6155/10186 [1:40:46<1:06:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6155/10186 [1:40:46<1:06:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6156/10186 [1:40:49<1:06:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6156/10186 [1:40:49<1:06:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6157/10186 [1:40:49<1:05:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6157/10186 [1:40:49<1:05:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6158/10186 [1:40:50<1:05:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6158/10186 [1:40:50<1:05:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6159/10186 [1:40:50<1:05:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6159/10186 [1:40:50<1:05:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6160/10186 [1:40:53<1:05:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6160/10186 [1:40:53<1:05:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6161/10186 [1:40:53<1:05:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6161/10186 [1:40:53<1:05:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 6162/10186 [1:40:54<1:05:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  60%|▌| 6162/10186 [1:40:54<1:05:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6163/10186 [1:40:54<1:05:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6163/10186 [1:40:54<1:05:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6164/10186 [1:40:56<1:05:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6164/10186 [1:40:56<1:05:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6165/10186 [1:40:57<1:05:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6165/10186 [1:40:57<1:05:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6166/10186 [1:40:58<1:05:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6166/10186 [1:40:58<1:05:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6167/10186 [1:40:58<1:05:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6167/10186 [1:40:58<1:05:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6168/10186 [1:41:00<1:05:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6168/10186 [1:41:00<1:05:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6169/10186 [1:41:01<1:05:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6169/10186 [1:41:01<1:05:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:  61%|▌| 6170/10186 [1:41:01<1:05:45,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
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+      "Epoch 0:  61%|▌| 6171/10186 [1:41:02<1:05:44,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  61%|▌| 6172/10186 [1:41:04<1:05:44,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6173/10186 [1:41:05<1:05:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6173/10186 [1:41:05<1:05:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6174/10186 [1:41:05<1:05:41,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  61%|▌| 6175/10186 [1:41:06<1:05:40,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  61%|▌| 6176/10186 [1:41:08<1:05:40,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  61%|▌| 6177/10186 [1:41:09<1:05:38,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  61%|▌| 6178/10186 [1:41:09<1:05:37,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  61%|▌| 6179/10186 [1:41:10<1:05:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6179/10186 [1:41:10<1:05:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6180/10186 [1:41:12<1:05:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6180/10186 [1:41:12<1:05:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6181/10186 [1:41:13<1:05:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6181/10186 [1:41:13<1:05:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6182/10186 [1:41:13<1:05:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6182/10186 [1:41:13<1:05:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6183/10186 [1:41:14<1:05:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6183/10186 [1:41:14<1:05:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6184/10186 [1:41:16<1:05:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6184/10186 [1:41:16<1:05:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6185/10186 [1:41:16<1:05:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6185/10186 [1:41:16<1:05:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6186/10186 [1:41:17<1:05:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6186/10186 [1:41:17<1:05:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6187/10186 [1:41:18<1:05:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6187/10186 [1:41:18<1:05:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6188/10186 [1:41:20<1:05:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6188/10186 [1:41:20<1:05:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  61%|▌| 6189/10186 [1:41:20<1:05:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6189/10186 [1:41:20<1:05:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6190/10186 [1:41:21<1:05:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6190/10186 [1:41:21<1:05:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6191/10186 [1:41:21<1:05:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6191/10186 [1:41:21<1:05:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6192/10186 [1:41:24<1:05:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6192/10186 [1:41:24<1:05:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6193/10186 [1:41:24<1:05:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6193/10186 [1:41:24<1:05:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6194/10186 [1:41:25<1:05:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6194/10186 [1:41:25<1:05:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6195/10186 [1:41:25<1:05:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6195/10186 [1:41:25<1:05:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6196/10186 [1:41:28<1:05:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6196/10186 [1:41:28<1:05:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6197/10186 [1:41:28<1:05:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6197/10186 [1:41:28<1:05:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6198/10186 [1:41:29<1:05:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6198/10186 [1:41:29<1:05:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6199/10186 [1:41:29<1:05:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6199/10186 [1:41:29<1:05:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6200/10186 [1:41:31<1:05:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6200/10186 [1:41:31<1:05:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6201/10186 [1:41:32<1:05:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6201/10186 [1:41:32<1:05:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6202/10186 [1:41:33<1:05:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6202/10186 [1:41:33<1:05:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6203/10186 [1:41:33<1:05:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6203/10186 [1:41:33<1:05:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6204/10186 [1:41:35<1:05:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6204/10186 [1:41:35<1:05:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6205/10186 [1:41:36<1:05:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6205/10186 [1:41:36<1:05:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6206/10186 [1:41:36<1:05:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6206/10186 [1:41:36<1:05:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6207/10186 [1:41:37<1:05:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6207/10186 [1:41:37<1:05:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6208/10186 [1:41:39<1:05:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6208/10186 [1:41:39<1:05:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6209/10186 [1:41:40<1:05:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6209/10186 [1:41:40<1:05:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6210/10186 [1:41:40<1:05:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6210/10186 [1:41:40<1:05:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6211/10186 [1:41:41<1:05:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6211/10186 [1:41:41<1:05:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6212/10186 [1:41:43<1:05:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6212/10186 [1:41:43<1:05:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6213/10186 [1:41:44<1:05:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6213/10186 [1:41:44<1:05:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6214/10186 [1:41:44<1:05:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6214/10186 [1:41:44<1:05:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6215/10186 [1:41:45<1:05:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6215/10186 [1:41:45<1:05:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6216/10186 [1:41:47<1:05:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6216/10186 [1:41:47<1:05:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6217/10186 [1:41:48<1:04:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6217/10186 [1:41:48<1:04:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6218/10186 [1:41:48<1:04:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6218/10186 [1:41:48<1:04:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6219/10186 [1:41:49<1:04:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6219/10186 [1:41:49<1:04:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6220/10186 [1:41:51<1:04:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6220/10186 [1:41:51<1:04:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6221/10186 [1:41:51<1:04:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6221/10186 [1:41:51<1:04:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6222/10186 [1:41:52<1:04:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6222/10186 [1:41:52<1:04:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6223/10186 [1:41:53<1:04:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6223/10186 [1:41:53<1:04:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6224/10186 [1:41:55<1:04:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6224/10186 [1:41:55<1:04:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6225/10186 [1:41:55<1:04:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6225/10186 [1:41:55<1:04:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6226/10186 [1:41:56<1:04:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6226/10186 [1:41:56<1:04:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6227/10186 [1:41:56<1:04:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6227/10186 [1:41:56<1:04:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6228/10186 [1:41:59<1:04:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6228/10186 [1:41:59<1:04:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6229/10186 [1:41:59<1:04:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6229/10186 [1:41:59<1:04:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6230/10186 [1:42:00<1:04:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6230/10186 [1:42:00<1:04:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6231/10186 [1:42:00<1:04:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6231/10186 [1:42:00<1:04:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6232/10186 [1:42:03<1:04:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6232/10186 [1:42:03<1:04:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6233/10186 [1:42:03<1:04:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6233/10186 [1:42:03<1:04:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6234/10186 [1:42:04<1:04:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6234/10186 [1:42:04<1:04:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6235/10186 [1:42:04<1:04:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6235/10186 [1:42:04<1:04:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6236/10186 [1:42:06<1:04:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6236/10186 [1:42:06<1:04:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6237/10186 [1:42:07<1:04:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6237/10186 [1:42:07<1:04:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6238/10186 [1:42:08<1:04:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6238/10186 [1:42:08<1:04:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6239/10186 [1:42:08<1:04:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6239/10186 [1:42:08<1:04:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6240/10186 [1:42:10<1:04:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6240/10186 [1:42:10<1:04:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6241/10186 [1:42:11<1:04:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6241/10186 [1:42:11<1:04:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6242/10186 [1:42:11<1:04:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6242/10186 [1:42:11<1:04:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6243/10186 [1:42:12<1:04:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6243/10186 [1:42:12<1:04:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6244/10186 [1:42:14<1:04:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6244/10186 [1:42:14<1:04:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6245/10186 [1:42:15<1:04:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6245/10186 [1:42:15<1:04:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6246/10186 [1:42:15<1:04:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6246/10186 [1:42:15<1:04:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6247/10186 [1:42:16<1:04:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6247/10186 [1:42:16<1:04:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6248/10186 [1:42:18<1:04:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6248/10186 [1:42:18<1:04:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6249/10186 [1:42:19<1:04:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6249/10186 [1:42:19<1:04:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6250/10186 [1:42:19<1:04:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6250/10186 [1:42:19<1:04:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6251/10186 [1:42:20<1:04:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6251/10186 [1:42:20<1:04:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6252/10186 [1:42:22<1:04:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6252/10186 [1:42:22<1:04:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6253/10186 [1:42:23<1:04:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6253/10186 [1:42:23<1:04:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6254/10186 [1:42:23<1:04:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6254/10186 [1:42:23<1:04:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6255/10186 [1:42:24<1:04:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6255/10186 [1:42:24<1:04:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6256/10186 [1:42:26<1:04:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6256/10186 [1:42:26<1:04:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6257/10186 [1:42:26<1:04:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6257/10186 [1:42:26<1:04:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6258/10186 [1:42:27<1:04:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6258/10186 [1:42:27<1:04:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6259/10186 [1:42:27<1:04:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6259/10186 [1:42:27<1:04:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6260/10186 [1:42:30<1:04:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6260/10186 [1:42:30<1:04:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6261/10186 [1:42:30<1:04:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6261/10186 [1:42:30<1:04:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6262/10186 [1:42:31<1:04:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6262/10186 [1:42:31<1:04:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6263/10186 [1:42:31<1:04:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6263/10186 [1:42:31<1:04:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 6264/10186 [1:42:34<1:04:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  61%|▌| 6264/10186 [1:42:34<1:04:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6265/10186 [1:42:34<1:04:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6265/10186 [1:42:34<1:04:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6266/10186 [1:42:35<1:04:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6266/10186 [1:42:35<1:04:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6267/10186 [1:42:35<1:04:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6267/10186 [1:42:35<1:04:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6268/10186 [1:42:37<1:04:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6268/10186 [1:42:37<1:04:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6269/10186 [1:42:38<1:04:07,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  62%|▌| 6270/10186 [1:42:39<1:04:06,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6271/10186 [1:42:39<1:04:05,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6272/10186 [1:42:41<1:04:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6272/10186 [1:42:41<1:04:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6273/10186 [1:42:42<1:04:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6273/10186 [1:42:42<1:04:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6274/10186 [1:42:42<1:04:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6274/10186 [1:42:42<1:04:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6275/10186 [1:42:43<1:04:01,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6276/10186 [1:42:45<1:04:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6276/10186 [1:42:45<1:04:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6277/10186 [1:42:46<1:04:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6277/10186 [1:42:46<1:04:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6278/10186 [1:42:46<1:03:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6278/10186 [1:42:46<1:03:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6279/10186 [1:42:47<1:03:57,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6280/10186 [1:42:49<1:03:57,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6281/10186 [1:42:50<1:03:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6281/10186 [1:42:50<1:03:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6282/10186 [1:42:50<1:03:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6282/10186 [1:42:50<1:03:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6283/10186 [1:42:51<1:03:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6283/10186 [1:42:51<1:03:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6284/10186 [1:42:53<1:03:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6284/10186 [1:42:53<1:03:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6285/10186 [1:42:54<1:03:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6285/10186 [1:42:54<1:03:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6286/10186 [1:42:54<1:03:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6286/10186 [1:42:54<1:03:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6287/10186 [1:42:55<1:03:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6287/10186 [1:42:55<1:03:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6288/10186 [1:42:57<1:03:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6288/10186 [1:42:57<1:03:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6289/10186 [1:42:57<1:03:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6289/10186 [1:42:57<1:03:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6290/10186 [1:42:58<1:03:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6290/10186 [1:42:58<1:03:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6291/10186 [1:42:59<1:03:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6291/10186 [1:42:59<1:03:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6292/10186 [1:43:01<1:03:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6292/10186 [1:43:01<1:03:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6293/10186 [1:43:01<1:03:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6293/10186 [1:43:01<1:03:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6294/10186 [1:43:02<1:03:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6294/10186 [1:43:02<1:03:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6295/10186 [1:43:02<1:03:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6295/10186 [1:43:02<1:03:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6296/10186 [1:43:05<1:03:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6296/10186 [1:43:05<1:03:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6297/10186 [1:43:05<1:03:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6297/10186 [1:43:05<1:03:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6298/10186 [1:43:06<1:03:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6298/10186 [1:43:06<1:03:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6299/10186 [1:43:06<1:03:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6299/10186 [1:43:06<1:03:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6300/10186 [1:43:09<1:03:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6300/10186 [1:43:09<1:03:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6301/10186 [1:43:09<1:03:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6301/10186 [1:43:09<1:03:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6302/10186 [1:43:10<1:03:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6302/10186 [1:43:10<1:03:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6303/10186 [1:43:10<1:03:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6303/10186 [1:43:10<1:03:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6304/10186 [1:43:12<1:03:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6304/10186 [1:43:12<1:03:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6305/10186 [1:43:13<1:03:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6305/10186 [1:43:13<1:03:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6306/10186 [1:43:14<1:03:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6306/10186 [1:43:14<1:03:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6307/10186 [1:43:14<1:03:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6307/10186 [1:43:14<1:03:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6308/10186 [1:43:16<1:03:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6308/10186 [1:43:16<1:03:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6309/10186 [1:43:17<1:03:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6309/10186 [1:43:17<1:03:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6310/10186 [1:43:17<1:03:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6310/10186 [1:43:17<1:03:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6311/10186 [1:43:18<1:03:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6311/10186 [1:43:18<1:03:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6312/10186 [1:43:20<1:03:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6312/10186 [1:43:20<1:03:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6313/10186 [1:43:21<1:03:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6313/10186 [1:43:21<1:03:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6314/10186 [1:43:21<1:03:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6314/10186 [1:43:21<1:03:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6315/10186 [1:43:22<1:03:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6315/10186 [1:43:22<1:03:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6316/10186 [1:43:24<1:03:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6316/10186 [1:43:24<1:03:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6317/10186 [1:43:25<1:03:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6317/10186 [1:43:25<1:03:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6318/10186 [1:43:25<1:03:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6318/10186 [1:43:25<1:03:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6319/10186 [1:43:26<1:03:18,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  62%|▌| 6320/10186 [1:43:28<1:03:17,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6321/10186 [1:43:29<1:03:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6321/10186 [1:43:29<1:03:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6322/10186 [1:43:29<1:03:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6322/10186 [1:43:29<1:03:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6323/10186 [1:43:30<1:03:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6323/10186 [1:43:30<1:03:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6324/10186 [1:43:32<1:03:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6324/10186 [1:43:32<1:03:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6325/10186 [1:43:32<1:03:12,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6326/10186 [1:43:33<1:03:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6326/10186 [1:43:33<1:03:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6327/10186 [1:43:34<1:03:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6327/10186 [1:43:34<1:03:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6328/10186 [1:43:36<1:03:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6328/10186 [1:43:36<1:03:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6329/10186 [1:43:36<1:03:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6329/10186 [1:43:36<1:03:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  62%|▌| 6330/10186 [1:43:37<1:03:07,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6331/10186 [1:43:37<1:03:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6331/10186 [1:43:37<1:03:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6332/10186 [1:43:40<1:03:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6332/10186 [1:43:40<1:03:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6333/10186 [1:43:40<1:03:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6333/10186 [1:43:40<1:03:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6334/10186 [1:43:41<1:03:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6334/10186 [1:43:41<1:03:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6335/10186 [1:43:41<1:03:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6335/10186 [1:43:41<1:03:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6336/10186 [1:43:44<1:03:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6336/10186 [1:43:44<1:03:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6337/10186 [1:43:44<1:03:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6337/10186 [1:43:44<1:03:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6338/10186 [1:43:45<1:02:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6338/10186 [1:43:45<1:02:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  62%|▌| 6339/10186 [1:43:45<1:02:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6339/10186 [1:43:45<1:02:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6340/10186 [1:43:47<1:02:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6340/10186 [1:43:47<1:02:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6341/10186 [1:43:48<1:02:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6341/10186 [1:43:48<1:02:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6342/10186 [1:43:49<1:02:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6342/10186 [1:43:49<1:02:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6343/10186 [1:43:49<1:02:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6343/10186 [1:43:49<1:02:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6344/10186 [1:43:51<1:02:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6344/10186 [1:43:51<1:02:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6345/10186 [1:43:52<1:02:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6345/10186 [1:43:52<1:02:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6346/10186 [1:43:52<1:02:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6346/10186 [1:43:52<1:02:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6347/10186 [1:43:53<1:02:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6347/10186 [1:43:53<1:02:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6348/10186 [1:43:55<1:02:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6348/10186 [1:43:55<1:02:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6349/10186 [1:43:56<1:02:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6349/10186 [1:43:56<1:02:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6350/10186 [1:43:56<1:02:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6350/10186 [1:43:56<1:02:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6351/10186 [1:43:57<1:02:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6351/10186 [1:43:57<1:02:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6352/10186 [1:43:59<1:02:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6352/10186 [1:43:59<1:02:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6353/10186 [1:44:00<1:02:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6353/10186 [1:44:00<1:02:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6354/10186 [1:44:00<1:02:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6354/10186 [1:44:00<1:02:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6355/10186 [1:44:01<1:02:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6355/10186 [1:44:01<1:02:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6356/10186 [1:44:03<1:02:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6356/10186 [1:44:03<1:02:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6357/10186 [1:44:04<1:02:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6357/10186 [1:44:04<1:02:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6358/10186 [1:44:04<1:02:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6358/10186 [1:44:04<1:02:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6359/10186 [1:44:05<1:02:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6359/10186 [1:44:05<1:02:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6360/10186 [1:44:07<1:02:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6360/10186 [1:44:07<1:02:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6361/10186 [1:44:07<1:02:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6361/10186 [1:44:07<1:02:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6362/10186 [1:44:08<1:02:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6362/10186 [1:44:08<1:02:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6363/10186 [1:44:09<1:02:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6363/10186 [1:44:09<1:02:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6364/10186 [1:44:11<1:02:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6364/10186 [1:44:11<1:02:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6365/10186 [1:44:11<1:02:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6365/10186 [1:44:11<1:02:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 6366/10186 [1:44:12<1:02:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  62%|▌| 6366/10186 [1:44:12<1:02:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6367/10186 [1:44:12<1:02:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6367/10186 [1:44:12<1:02:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6368/10186 [1:44:15<1:02:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6368/10186 [1:44:15<1:02:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6369/10186 [1:44:15<1:02:29,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6370/10186 [1:44:16<1:02:27,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6371/10186 [1:44:16<1:02:26,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6372/10186 [1:44:19<1:02:26,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6373/10186 [1:44:19<1:02:25,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6374/10186 [1:44:20<1:02:23,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6375/10186 [1:44:20<1:02:22,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6376/10186 [1:44:22<1:02:22,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6377/10186 [1:44:23<1:02:21,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6378/10186 [1:44:24<1:02:19,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  63%|▋| 6379/10186 [1:44:24<1:02:18,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  63%|▋| 6380/10186 [1:44:26<1:02:18,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6381/10186 [1:44:27<1:02:17,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6382/10186 [1:44:27<1:02:15,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6383/10186 [1:44:28<1:02:14,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6384/10186 [1:44:30<1:02:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6384/10186 [1:44:30<1:02:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6385/10186 [1:44:31<1:02:13,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6386/10186 [1:44:31<1:02:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6386/10186 [1:44:31<1:02:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6387/10186 [1:44:32<1:02:10,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6388/10186 [1:44:34<1:02:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6388/10186 [1:44:34<1:02:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6389/10186 [1:44:35<1:02:09,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6390/10186 [1:44:35<1:02:08,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6391/10186 [1:44:36<1:02:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6391/10186 [1:44:36<1:02:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6392/10186 [1:44:38<1:02:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6392/10186 [1:44:38<1:02:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6393/10186 [1:44:39<1:02:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6393/10186 [1:44:39<1:02:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6394/10186 [1:44:39<1:02:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6394/10186 [1:44:39<1:02:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6395/10186 [1:44:40<1:02:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6395/10186 [1:44:40<1:02:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6396/10186 [1:44:42<1:02:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6396/10186 [1:44:42<1:02:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6397/10186 [1:44:42<1:02:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6397/10186 [1:44:42<1:02:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6398/10186 [1:44:43<1:02:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6398/10186 [1:44:43<1:02:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6399/10186 [1:44:44<1:01:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6399/10186 [1:44:44<1:01:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6400/10186 [1:44:46<1:01:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6400/10186 [1:44:46<1:01:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6401/10186 [1:44:46<1:01:57,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6401/10186 [1:44:46<1:01:57,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6402/10186 [1:44:47<1:01:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6402/10186 [1:44:47<1:01:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6403/10186 [1:44:47<1:01:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6403/10186 [1:44:47<1:01:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6404/10186 [1:44:50<1:01:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6404/10186 [1:44:50<1:01:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6405/10186 [1:44:50<1:01:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6405/10186 [1:44:50<1:01:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6406/10186 [1:44:51<1:01:52,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6406/10186 [1:44:51<1:01:52,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6407/10186 [1:44:51<1:01:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6407/10186 [1:44:51<1:01:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6408/10186 [1:44:54<1:01:50,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6408/10186 [1:44:54<1:01:50,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6409/10186 [1:44:54<1:01:49,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6409/10186 [1:44:54<1:01:49,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6410/10186 [1:44:55<1:01:48,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6410/10186 [1:44:55<1:01:48,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6411/10186 [1:44:55<1:01:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6411/10186 [1:44:55<1:01:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6412/10186 [1:44:57<1:01:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6412/10186 [1:44:57<1:01:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6413/10186 [1:44:58<1:01:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6413/10186 [1:44:58<1:01:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6414/10186 [1:44:59<1:01:44,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6414/10186 [1:44:59<1:01:44,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6415/10186 [1:44:59<1:01:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6415/10186 [1:44:59<1:01:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6416/10186 [1:45:01<1:01:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6416/10186 [1:45:01<1:01:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6417/10186 [1:45:02<1:01:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6417/10186 [1:45:02<1:01:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6418/10186 [1:45:02<1:01:40,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6418/10186 [1:45:02<1:01:40,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6419/10186 [1:45:03<1:01:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6419/10186 [1:45:03<1:01:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6420/10186 [1:45:05<1:01:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6420/10186 [1:45:05<1:01:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6421/10186 [1:45:06<1:01:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6421/10186 [1:45:06<1:01:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6422/10186 [1:45:06<1:01:36,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6422/10186 [1:45:06<1:01:36,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6423/10186 [1:45:07<1:01:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6423/10186 [1:45:07<1:01:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6424/10186 [1:45:09<1:01:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6424/10186 [1:45:09<1:01:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6425/10186 [1:45:10<1:01:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6425/10186 [1:45:10<1:01:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6426/10186 [1:45:10<1:01:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6426/10186 [1:45:10<1:01:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6427/10186 [1:45:11<1:01:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6427/10186 [1:45:11<1:01:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6428/10186 [1:45:13<1:01:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6428/10186 [1:45:13<1:01:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6429/10186 [1:45:14<1:01:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6429/10186 [1:45:14<1:01:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6430/10186 [1:45:14<1:01:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6430/10186 [1:45:14<1:01:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6431/10186 [1:45:15<1:01:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6431/10186 [1:45:15<1:01:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6432/10186 [1:45:17<1:01:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6432/10186 [1:45:17<1:01:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6433/10186 [1:45:17<1:01:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6433/10186 [1:45:17<1:01:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6434/10186 [1:45:18<1:01:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6434/10186 [1:45:18<1:01:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6435/10186 [1:45:19<1:01:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6435/10186 [1:45:19<1:01:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6436/10186 [1:45:21<1:01:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6436/10186 [1:45:21<1:01:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6437/10186 [1:45:21<1:01:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6437/10186 [1:45:21<1:01:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6438/10186 [1:45:22<1:01:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6438/10186 [1:45:22<1:01:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6439/10186 [1:45:22<1:01:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6439/10186 [1:45:22<1:01:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6440/10186 [1:45:25<1:01:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6440/10186 [1:45:25<1:01:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6441/10186 [1:45:25<1:01:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6441/10186 [1:45:25<1:01:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6442/10186 [1:45:26<1:01:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6442/10186 [1:45:26<1:01:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6443/10186 [1:45:26<1:01:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6443/10186 [1:45:26<1:01:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6444/10186 [1:45:29<1:01:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6444/10186 [1:45:29<1:01:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6445/10186 [1:45:29<1:01:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6445/10186 [1:45:29<1:01:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6446/10186 [1:45:30<1:01:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6446/10186 [1:45:30<1:01:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6447/10186 [1:45:30<1:01:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6447/10186 [1:45:30<1:01:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6448/10186 [1:45:32<1:01:11,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6448/10186 [1:45:32<1:01:11,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6449/10186 [1:45:33<1:01:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6449/10186 [1:45:33<1:01:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6450/10186 [1:45:34<1:01:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6450/10186 [1:45:34<1:01:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6451/10186 [1:45:34<1:01:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6451/10186 [1:45:34<1:01:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6452/10186 [1:45:36<1:01:07,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6452/10186 [1:45:36<1:01:07,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6453/10186 [1:45:37<1:01:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6453/10186 [1:45:37<1:01:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6454/10186 [1:45:37<1:01:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6454/10186 [1:45:37<1:01:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6455/10186 [1:45:38<1:01:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6455/10186 [1:45:38<1:01:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6456/10186 [1:45:40<1:01:03,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6456/10186 [1:45:40<1:01:03,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6457/10186 [1:45:41<1:01:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6457/10186 [1:45:41<1:01:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6458/10186 [1:45:41<1:01:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6458/10186 [1:45:41<1:01:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6459/10186 [1:45:42<1:00:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6459/10186 [1:45:42<1:00:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6460/10186 [1:45:44<1:00:59,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6460/10186 [1:45:44<1:00:59,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6461/10186 [1:45:45<1:00:58,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6461/10186 [1:45:45<1:00:58,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6462/10186 [1:45:45<1:00:56,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6462/10186 [1:45:45<1:00:56,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6463/10186 [1:45:46<1:00:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6463/10186 [1:45:46<1:00:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6464/10186 [1:45:48<1:00:55,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6464/10186 [1:45:48<1:00:55,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6465/10186 [1:45:49<1:00:54,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6465/10186 [1:45:49<1:00:54,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6466/10186 [1:45:49<1:00:53,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6466/10186 [1:45:49<1:00:53,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6467/10186 [1:45:50<1:00:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6467/10186 [1:45:50<1:00:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 6468/10186 [1:45:52<1:00:51,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  63%|▋| 6468/10186 [1:45:52<1:00:51,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6469/10186 [1:45:52<1:00:50,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6470/10186 [1:45:53<1:00:49,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6471/10186 [1:45:54<1:00:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6471/10186 [1:45:54<1:00:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6472/10186 [1:45:56<1:00:47,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6472/10186 [1:45:56<1:00:47,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6473/10186 [1:45:56<1:00:46,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6473/10186 [1:45:56<1:00:46,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6474/10186 [1:45:57<1:00:45,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6474/10186 [1:45:57<1:00:45,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6475/10186 [1:45:57<1:00:43,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6476/10186 [1:46:00<1:00:43,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6476/10186 [1:46:00<1:00:43,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6477/10186 [1:46:00<1:00:42,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6477/10186 [1:46:00<1:00:42,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6478/10186 [1:46:01<1:00:41,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6478/10186 [1:46:01<1:00:41,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  64%|▋| 6479/10186 [1:46:01<1:00:39,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6479/10186 [1:46:01<1:00:39,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6480/10186 [1:46:04<1:00:39,  1.02it/s, v_num=0gjq, train/loss=\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6481/10186 [1:46:04<1:00:38,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6481/10186 [1:46:04<1:00:38,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6482/10186 [1:46:05<1:00:37,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6482/10186 [1:46:05<1:00:37,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6483/10186 [1:46:05<1:00:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6483/10186 [1:46:05<1:00:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6484/10186 [1:46:07<1:00:35,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6484/10186 [1:46:07<1:00:35,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6485/10186 [1:46:08<1:00:34,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6485/10186 [1:46:08<1:00:34,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6486/10186 [1:46:09<1:00:33,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6486/10186 [1:46:09<1:00:33,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6487/10186 [1:46:09<1:00:32,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6487/10186 [1:46:09<1:00:32,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6488/10186 [1:46:11<1:00:31,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6488/10186 [1:46:11<1:00:31,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6489/10186 [1:46:12<1:00:30,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6489/10186 [1:46:12<1:00:30,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6490/10186 [1:46:12<1:00:29,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6490/10186 [1:46:12<1:00:29,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6491/10186 [1:46:13<1:00:28,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6491/10186 [1:46:13<1:00:28,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6492/10186 [1:46:15<1:00:27,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6492/10186 [1:46:15<1:00:27,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6493/10186 [1:46:16<1:00:26,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6493/10186 [1:46:16<1:00:26,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6494/10186 [1:46:16<1:00:25,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6494/10186 [1:46:16<1:00:25,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6495/10186 [1:46:17<1:00:24,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6495/10186 [1:46:17<1:00:24,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6496/10186 [1:46:19<1:00:23,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6496/10186 [1:46:19<1:00:23,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6497/10186 [1:46:20<1:00:22,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6497/10186 [1:46:20<1:00:22,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6498/10186 [1:46:20<1:00:21,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6498/10186 [1:46:20<1:00:21,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6499/10186 [1:46:21<1:00:20,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6499/10186 [1:46:21<1:00:20,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6500/10186 [1:46:23<1:00:19,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6500/10186 [1:46:23<1:00:19,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6501/10186 [1:46:24<1:00:18,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6501/10186 [1:46:24<1:00:18,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6502/10186 [1:46:24<1:00:17,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6502/10186 [1:46:24<1:00:17,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6503/10186 [1:46:25<1:00:16,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6503/10186 [1:46:25<1:00:16,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6504/10186 [1:46:27<1:00:15,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6504/10186 [1:46:27<1:00:15,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6505/10186 [1:46:27<1:00:14,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6505/10186 [1:46:27<1:00:14,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6506/10186 [1:46:28<1:00:13,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6506/10186 [1:46:28<1:00:13,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6507/10186 [1:46:29<1:00:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6507/10186 [1:46:29<1:00:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6508/10186 [1:46:31<1:00:12,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6508/10186 [1:46:31<1:00:12,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6509/10186 [1:46:31<1:00:10,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6509/10186 [1:46:31<1:00:10,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6510/10186 [1:46:32<1:00:09,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6510/10186 [1:46:32<1:00:09,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6511/10186 [1:46:32<1:00:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6511/10186 [1:46:32<1:00:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6512/10186 [1:46:35<1:00:08,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6512/10186 [1:46:35<1:00:08,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6513/10186 [1:46:35<1:00:06,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6513/10186 [1:46:35<1:00:06,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6514/10186 [1:46:36<1:00:05,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6514/10186 [1:46:36<1:00:05,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6515/10186 [1:46:36<1:00:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6515/10186 [1:46:36<1:00:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6516/10186 [1:46:39<1:00:04,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6516/10186 [1:46:39<1:00:04,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6517/10186 [1:46:39<1:00:02,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6517/10186 [1:46:39<1:00:02,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6518/10186 [1:46:40<1:00:01,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6518/10186 [1:46:40<1:00:01,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6519/10186 [1:46:40<1:00:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6519/10186 [1:46:40<1:00:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6520/10186 [1:46:42<1:00:00,  1.02it/s, v_num=0gjq, train/loss=\r",
+      "Epoch 0:  64%|▋| 6520/10186 [1:46:42<1:00:00,  1.02it/s, v_num=0gjq, train/loss="
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6521/10186 [1:46:43<59:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6521/10186 [1:46:43<59:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6522/10186 [1:46:44<59:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6522/10186 [1:46:44<59:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6523/10186 [1:46:44<59:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6523/10186 [1:46:44<59:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6524/10186 [1:46:46<59:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6524/10186 [1:46:46<59:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6525/10186 [1:46:47<59:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6525/10186 [1:46:47<59:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6526/10186 [1:46:47<59:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6526/10186 [1:46:47<59:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6527/10186 [1:46:48<59:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6527/10186 [1:46:48<59:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6528/10186 [1:46:50<59:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6528/10186 [1:46:50<59:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6529/10186 [1:46:51<59:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6529/10186 [1:46:51<59:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6530/10186 [1:46:51<59:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6530/10186 [1:46:51<59:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6531/10186 [1:46:52<59:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6531/10186 [1:46:52<59:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6532/10186 [1:46:54<59:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6532/10186 [1:46:54<59:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6533/10186 [1:46:55<59:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6533/10186 [1:46:55<59:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6534/10186 [1:46:55<59:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6534/10186 [1:46:55<59:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6535/10186 [1:46:56<59:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6536/10186 [1:46:58<59:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6536/10186 [1:46:58<59:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6537/10186 [1:46:59<59:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6537/10186 [1:46:59<59:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6538/10186 [1:46:59<59:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6538/10186 [1:46:59<59:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6539/10186 [1:47:00<59:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6539/10186 [1:47:00<59:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6540/10186 [1:47:02<59:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6540/10186 [1:47:02<59:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6541/10186 [1:47:02<59:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6541/10186 [1:47:02<59:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6542/10186 [1:47:03<59:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6542/10186 [1:47:03<59:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6543/10186 [1:47:04<59:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6543/10186 [1:47:04<59:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6544/10186 [1:47:06<59:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6544/10186 [1:47:06<59:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6545/10186 [1:47:06<59:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6545/10186 [1:47:06<59:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6546/10186 [1:47:07<59:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6546/10186 [1:47:07<59:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6547/10186 [1:47:07<59:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6547/10186 [1:47:07<59:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6548/10186 [1:47:10<59:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6548/10186 [1:47:10<59:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6549/10186 [1:47:10<59:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6549/10186 [1:47:10<59:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6550/10186 [1:47:11<59:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6550/10186 [1:47:11<59:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6551/10186 [1:47:11<59:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6551/10186 [1:47:11<59:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6552/10186 [1:47:14<59:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6552/10186 [1:47:14<59:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6553/10186 [1:47:14<59:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6553/10186 [1:47:14<59:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6554/10186 [1:47:15<59:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6554/10186 [1:47:15<59:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6555/10186 [1:47:15<59:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6555/10186 [1:47:15<59:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6556/10186 [1:47:17<59:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6556/10186 [1:47:17<59:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6557/10186 [1:47:18<59:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6557/10186 [1:47:18<59:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6558/10186 [1:47:19<59:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6558/10186 [1:47:19<59:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6559/10186 [1:47:19<59:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6559/10186 [1:47:19<59:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6560/10186 [1:47:21<59:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6560/10186 [1:47:21<59:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6561/10186 [1:47:22<59:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6561/10186 [1:47:22<59:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6562/10186 [1:47:22<59:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6562/10186 [1:47:22<59:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6563/10186 [1:47:23<59:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6563/10186 [1:47:23<59:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6564/10186 [1:47:25<59:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6564/10186 [1:47:25<59:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6565/10186 [1:47:26<59:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  64%|▋| 6565/10186 [1:47:26<59:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6566/10186 [1:47:26<59:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6566/10186 [1:47:26<59:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6567/10186 [1:47:27<59:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6567/10186 [1:47:27<59:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6568/10186 [1:47:29<59:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  64%|▋| 6568/10186 [1:47:29<59:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 6569/10186 [1:47:30<59:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6570/10186 [1:47:30<59:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6571/10186 [1:47:31<59:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  65%|▋| 6571/10186 [1:47:31<59:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6572/10186 [1:47:33<59:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  65%|▋| 6572/10186 [1:47:33<59:08,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6573/10186 [1:47:34<59:07,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6574/10186 [1:47:34<59:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6575/10186 [1:47:35<59:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6576/10186 [1:47:37<59:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6577/10186 [1:47:37<59:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6578/10186 [1:47:38<59:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6579/10186 [1:47:39<59:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6580/10186 [1:47:41<59:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6581/10186 [1:47:41<58:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6582/10186 [1:47:42<58:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6583/10186 [1:47:42<58:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6584/10186 [1:47:45<58:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6585/10186 [1:47:45<58:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6586/10186 [1:47:46<58:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6586/10186 [1:47:46<58:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6587/10186 [1:47:46<58:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6588/10186 [1:47:48<58:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6589/10186 [1:47:49<58:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6590/10186 [1:47:50<58:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6591/10186 [1:47:50<58:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6592/10186 [1:47:52<58:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6593/10186 [1:47:53<58:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6594/10186 [1:47:53<58:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6595/10186 [1:47:54<58:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6596/10186 [1:47:56<58:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6597/10186 [1:47:57<58:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6598/10186 [1:47:57<58:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6599/10186 [1:47:58<58:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6600/10186 [1:48:00<58:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6601/10186 [1:48:01<58:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6602/10186 [1:48:01<58:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6603/10186 [1:48:02<58:37,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6604/10186 [1:48:04<58:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  65%|▋| 6604/10186 [1:48:04<58:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6605/10186 [1:48:05<58:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  65%|▋| 6605/10186 [1:48:05<58:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6606/10186 [1:48:05<58:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  65%|▋| 6606/10186 [1:48:05<58:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6607/10186 [1:48:06<58:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  65%|▋| 6607/10186 [1:48:06<58:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6608/10186 [1:48:08<58:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  65%|▋| 6608/10186 [1:48:08<58:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6609/10186 [1:48:08<58:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  65%|▋| 6609/10186 [1:48:08<58:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6610/10186 [1:48:09<58:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6611/10186 [1:48:10<58:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6612/10186 [1:48:12<58:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6613/10186 [1:48:12<58:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  65%|▋| 6613/10186 [1:48:12<58:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6614/10186 [1:48:13<58:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6614/10186 [1:48:13<58:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6615/10186 [1:48:13<58:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6616/10186 [1:48:16<58:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6617/10186 [1:48:16<58:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6618/10186 [1:48:17<58:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  65%|▋| 6618/10186 [1:48:17<58:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6619/10186 [1:48:17<58:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6620/10186 [1:48:20<58:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6621/10186 [1:48:20<58:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  65%|▋| 6621/10186 [1:48:20<58:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6622/10186 [1:48:21<58:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  65%|▋| 6622/10186 [1:48:21<58:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6623/10186 [1:48:21<58:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6624/10186 [1:48:23<58:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6625/10186 [1:48:24<58:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6626/10186 [1:48:25<58:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6627/10186 [1:48:25<58:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6628/10186 [1:48:27<58:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6629/10186 [1:48:28<58:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6630/10186 [1:48:28<58:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6631/10186 [1:48:29<58:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6632/10186 [1:48:31<58:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6633/10186 [1:48:32<58:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6634/10186 [1:48:32<58:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6635/10186 [1:48:33<58:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6636/10186 [1:48:35<58:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6637/10186 [1:48:36<58:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6638/10186 [1:48:36<58:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6639/10186 [1:48:37<58:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6640/10186 [1:48:39<58:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6641/10186 [1:48:40<58:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6642/10186 [1:48:40<57:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6643/10186 [1:48:41<57:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6644/10186 [1:48:43<57:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6645/10186 [1:48:43<57:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6646/10186 [1:48:44<57:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6647/10186 [1:48:45<57:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6648/10186 [1:48:47<57:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6649/10186 [1:48:47<57:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6650/10186 [1:48:48<57:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6651/10186 [1:48:48<57:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6652/10186 [1:48:51<57:49,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6653/10186 [1:48:51<57:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6654/10186 [1:48:52<57:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6655/10186 [1:48:52<57:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6656/10186 [1:48:55<57:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6657/10186 [1:48:55<57:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6658/10186 [1:48:56<57:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  65%|▋| 6658/10186 [1:48:56<57:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6659/10186 [1:48:56<57:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6660/10186 [1:48:58<57:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6661/10186 [1:48:59<57:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  65%|▋| 6661/10186 [1:48:59<57:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6662/10186 [1:49:00<57:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  65%|▋| 6662/10186 [1:49:00<57:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6663/10186 [1:49:00<57:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6664/10186 [1:49:02<57:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6665/10186 [1:49:03<57:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6666/10186 [1:49:03<57:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6667/10186 [1:49:04<57:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6668/10186 [1:49:06<57:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6669/10186 [1:49:07<57:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6670/10186 [1:49:07<57:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 6671/10186 [1:49:08<57:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6672/10186 [1:49:10<57:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6673/10186 [1:49:11<57:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6674/10186 [1:49:11<57:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6675/10186 [1:49:12<57:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6676/10186 [1:49:14<57:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6676/10186 [1:49:14<57:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6677/10186 [1:49:15<57:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6678/10186 [1:49:15<57:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6679/10186 [1:49:16<57:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6680/10186 [1:49:18<57:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6681/10186 [1:49:18<57:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6682/10186 [1:49:19<57:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6683/10186 [1:49:20<57:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6684/10186 [1:49:22<57:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6685/10186 [1:49:22<57:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6686/10186 [1:49:23<57:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6686/10186 [1:49:23<57:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6687/10186 [1:49:23<57:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6687/10186 [1:49:23<57:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6688/10186 [1:49:26<57:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6689/10186 [1:49:26<57:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6690/10186 [1:49:27<57:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6691/10186 [1:49:27<57:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6692/10186 [1:49:30<57:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6693/10186 [1:49:30<57:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6693/10186 [1:49:30<57:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6694/10186 [1:49:31<57:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6695/10186 [1:49:31<57:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6696/10186 [1:49:33<57:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6697/10186 [1:49:34<57:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6697/10186 [1:49:34<57:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6698/10186 [1:49:35<57:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6699/10186 [1:49:35<57:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6700/10186 [1:49:37<57:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6701/10186 [1:49:38<57:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6702/10186 [1:49:38<57:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6702/10186 [1:49:38<57:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6703/10186 [1:49:39<56:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6703/10186 [1:49:39<56:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6704/10186 [1:49:41<56:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6704/10186 [1:49:41<56:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6705/10186 [1:49:42<56:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6705/10186 [1:49:42<56:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6706/10186 [1:49:42<56:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6706/10186 [1:49:42<56:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6707/10186 [1:49:43<56:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6707/10186 [1:49:43<56:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6708/10186 [1:49:45<56:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6708/10186 [1:49:45<56:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6709/10186 [1:49:46<56:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6709/10186 [1:49:46<56:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6710/10186 [1:49:46<56:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6710/10186 [1:49:46<56:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6711/10186 [1:49:47<56:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6711/10186 [1:49:47<56:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6712/10186 [1:49:49<56:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6712/10186 [1:49:49<56:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6713/10186 [1:49:50<56:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6713/10186 [1:49:50<56:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6714/10186 [1:49:50<56:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6714/10186 [1:49:50<56:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6715/10186 [1:49:51<56:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6715/10186 [1:49:51<56:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6716/10186 [1:49:53<56:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6717/10186 [1:49:53<56:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6718/10186 [1:49:54<56:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6718/10186 [1:49:54<56:44,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6719/10186 [1:49:55<56:43,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  66%|▋| 6719/10186 [1:49:55<56:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6720/10186 [1:49:57<56:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6720/10186 [1:49:57<56:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6721/10186 [1:49:57<56:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6721/10186 [1:49:57<56:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6722/10186 [1:49:58<56:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6722/10186 [1:49:58<56:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6723/10186 [1:49:58<56:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6723/10186 [1:49:58<56:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6724/10186 [1:50:01<56:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6724/10186 [1:50:01<56:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6725/10186 [1:50:01<56:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6725/10186 [1:50:01<56:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6726/10186 [1:50:02<56:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6726/10186 [1:50:02<56:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6727/10186 [1:50:02<56:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6727/10186 [1:50:02<56:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6728/10186 [1:50:05<56:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6728/10186 [1:50:05<56:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6729/10186 [1:50:05<56:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6729/10186 [1:50:05<56:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6730/10186 [1:50:06<56:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6730/10186 [1:50:06<56:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6731/10186 [1:50:06<56:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6731/10186 [1:50:06<56:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6732/10186 [1:50:08<56:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6732/10186 [1:50:08<56:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6733/10186 [1:50:09<56:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6733/10186 [1:50:09<56:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6734/10186 [1:50:10<56:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6734/10186 [1:50:10<56:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6735/10186 [1:50:10<56:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6735/10186 [1:50:10<56:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6736/10186 [1:50:12<56:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6736/10186 [1:50:12<56:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6737/10186 [1:50:13<56:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6737/10186 [1:50:13<56:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6738/10186 [1:50:13<56:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6738/10186 [1:50:13<56:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6739/10186 [1:50:14<56:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6739/10186 [1:50:14<56:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6740/10186 [1:50:16<56:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6740/10186 [1:50:16<56:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6741/10186 [1:50:17<56:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6741/10186 [1:50:17<56:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6742/10186 [1:50:17<56:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6742/10186 [1:50:17<56:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6743/10186 [1:50:18<56:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6743/10186 [1:50:18<56:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6744/10186 [1:50:20<56:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6744/10186 [1:50:20<56:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6745/10186 [1:50:21<56:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6745/10186 [1:50:21<56:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6746/10186 [1:50:21<56:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6746/10186 [1:50:21<56:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6747/10186 [1:50:22<56:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6747/10186 [1:50:22<56:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6748/10186 [1:50:24<56:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6748/10186 [1:50:24<56:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6749/10186 [1:50:25<56:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6749/10186 [1:50:25<56:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6750/10186 [1:50:25<56:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6750/10186 [1:50:25<56:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6751/10186 [1:50:26<56:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6751/10186 [1:50:26<56:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6752/10186 [1:50:28<56:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6752/10186 [1:50:28<56:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6753/10186 [1:50:28<56:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6753/10186 [1:50:28<56:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6754/10186 [1:50:29<56:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6754/10186 [1:50:29<56:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6755/10186 [1:50:29<56:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6755/10186 [1:50:29<56:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6756/10186 [1:50:32<56:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6756/10186 [1:50:32<56:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6757/10186 [1:50:32<56:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6757/10186 [1:50:32<56:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6758/10186 [1:50:33<56:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6758/10186 [1:50:33<56:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6759/10186 [1:50:33<56:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6759/10186 [1:50:33<56:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6760/10186 [1:50:36<56:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6760/10186 [1:50:36<56:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6761/10186 [1:50:36<56:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6761/10186 [1:50:36<56:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6762/10186 [1:50:37<56:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6762/10186 [1:50:37<56:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6763/10186 [1:50:37<55:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6763/10186 [1:50:37<55:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6764/10186 [1:50:40<55:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6764/10186 [1:50:40<55:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6765/10186 [1:50:40<55:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6765/10186 [1:50:40<55:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6766/10186 [1:50:41<55:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6766/10186 [1:50:41<55:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6767/10186 [1:50:41<55:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6767/10186 [1:50:41<55:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6768/10186 [1:50:43<55:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6768/10186 [1:50:43<55:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6769/10186 [1:50:44<55:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6769/10186 [1:50:44<55:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6770/10186 [1:50:45<55:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6770/10186 [1:50:45<55:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6771/10186 [1:50:45<55:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6771/10186 [1:50:45<55:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6772/10186 [1:50:47<55:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  66%|▋| 6772/10186 [1:50:47<55:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 6773/10186 [1:50:48<55:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  66%|▋| 6773/10186 [1:50:48<55:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6774/10186 [1:50:48<55:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6774/10186 [1:50:48<55:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6775/10186 [1:50:49<55:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6775/10186 [1:50:49<55:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6776/10186 [1:50:51<55:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6776/10186 [1:50:51<55:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6777/10186 [1:50:52<55:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6777/10186 [1:50:52<55:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6778/10186 [1:50:52<55:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6778/10186 [1:50:52<55:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6779/10186 [1:50:53<55:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6779/10186 [1:50:53<55:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6780/10186 [1:50:55<55:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6780/10186 [1:50:55<55:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6781/10186 [1:50:56<55:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6781/10186 [1:50:56<55:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6782/10186 [1:50:56<55:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6782/10186 [1:50:56<55:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6783/10186 [1:50:57<55:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6783/10186 [1:50:57<55:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6784/10186 [1:50:59<55:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6784/10186 [1:50:59<55:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6785/10186 [1:51:00<55:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6785/10186 [1:51:00<55:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6786/10186 [1:51:00<55:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6786/10186 [1:51:00<55:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6787/10186 [1:51:01<55:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6787/10186 [1:51:01<55:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6788/10186 [1:51:03<55:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6788/10186 [1:51:03<55:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6789/10186 [1:51:03<55:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6789/10186 [1:51:03<55:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6790/10186 [1:51:04<55:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6790/10186 [1:51:04<55:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6791/10186 [1:51:05<55:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6791/10186 [1:51:05<55:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6792/10186 [1:51:07<55:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6792/10186 [1:51:07<55:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6793/10186 [1:51:07<55:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6793/10186 [1:51:07<55:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6794/10186 [1:51:08<55:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6794/10186 [1:51:08<55:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6795/10186 [1:51:08<55:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6795/10186 [1:51:08<55:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6796/10186 [1:51:11<55:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6796/10186 [1:51:11<55:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6797/10186 [1:51:11<55:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6797/10186 [1:51:11<55:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6798/10186 [1:51:12<55:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6798/10186 [1:51:12<55:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6799/10186 [1:51:12<55:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6799/10186 [1:51:12<55:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6800/10186 [1:51:15<55:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6800/10186 [1:51:15<55:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6801/10186 [1:51:15<55:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6801/10186 [1:51:15<55:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6802/10186 [1:51:16<55:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6802/10186 [1:51:16<55:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6803/10186 [1:51:16<55:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6803/10186 [1:51:16<55:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6804/10186 [1:51:18<55:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6804/10186 [1:51:18<55:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6805/10186 [1:51:19<55:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6805/10186 [1:51:19<55:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6806/10186 [1:51:20<55:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6806/10186 [1:51:20<55:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6807/10186 [1:51:20<55:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6807/10186 [1:51:20<55:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6808/10186 [1:51:22<55:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6808/10186 [1:51:22<55:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6809/10186 [1:51:23<55:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6809/10186 [1:51:23<55:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6810/10186 [1:51:23<55:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6810/10186 [1:51:23<55:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6811/10186 [1:51:24<55:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6811/10186 [1:51:24<55:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6812/10186 [1:51:26<55:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6812/10186 [1:51:26<55:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6813/10186 [1:51:27<55:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6813/10186 [1:51:27<55:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6814/10186 [1:51:27<55:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6814/10186 [1:51:27<55:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6815/10186 [1:51:28<55:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6815/10186 [1:51:28<55:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6816/10186 [1:51:30<55:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6816/10186 [1:51:30<55:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6817/10186 [1:51:31<55:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6817/10186 [1:51:31<55:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6818/10186 [1:51:31<55:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6818/10186 [1:51:31<55:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6819/10186 [1:51:32<55:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6819/10186 [1:51:32<55:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6820/10186 [1:51:34<55:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6820/10186 [1:51:34<55:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6821/10186 [1:51:34<55:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6821/10186 [1:51:34<55:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6822/10186 [1:51:35<55:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6822/10186 [1:51:35<55:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6823/10186 [1:51:36<55:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6823/10186 [1:51:36<55:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6824/10186 [1:51:38<55:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6824/10186 [1:51:38<55:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6825/10186 [1:51:38<54:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6825/10186 [1:51:38<54:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6826/10186 [1:51:39<54:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6826/10186 [1:51:39<54:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6827/10186 [1:51:39<54:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6827/10186 [1:51:39<54:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6828/10186 [1:51:42<54:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6828/10186 [1:51:42<54:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6829/10186 [1:51:42<54:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6829/10186 [1:51:42<54:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6830/10186 [1:51:43<54:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6830/10186 [1:51:43<54:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6831/10186 [1:51:43<54:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6831/10186 [1:51:43<54:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6832/10186 [1:51:46<54:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6832/10186 [1:51:46<54:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6833/10186 [1:51:46<54:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6833/10186 [1:51:46<54:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6834/10186 [1:51:47<54:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6834/10186 [1:51:47<54:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6835/10186 [1:51:47<54:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6835/10186 [1:51:47<54:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6836/10186 [1:51:49<54:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6836/10186 [1:51:49<54:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6837/10186 [1:51:50<54:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6837/10186 [1:51:50<54:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6838/10186 [1:51:51<54:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6838/10186 [1:51:51<54:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6839/10186 [1:51:51<54:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6839/10186 [1:51:51<54:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6840/10186 [1:51:53<54:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6840/10186 [1:51:53<54:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6841/10186 [1:51:54<54:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6841/10186 [1:51:54<54:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6842/10186 [1:51:54<54:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6842/10186 [1:51:54<54:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6843/10186 [1:51:55<54:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6843/10186 [1:51:55<54:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6844/10186 [1:51:57<54:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6844/10186 [1:51:57<54:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6845/10186 [1:51:58<54:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6845/10186 [1:51:58<54:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6846/10186 [1:51:58<54:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6846/10186 [1:51:58<54:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6847/10186 [1:51:59<54:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6847/10186 [1:51:59<54:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6848/10186 [1:52:01<54:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6848/10186 [1:52:01<54:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6849/10186 [1:52:02<54:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6849/10186 [1:52:02<54:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6850/10186 [1:52:02<54:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6850/10186 [1:52:02<54:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6851/10186 [1:52:03<54:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6851/10186 [1:52:03<54:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6852/10186 [1:52:05<54:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6852/10186 [1:52:05<54:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6853/10186 [1:52:06<54:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6853/10186 [1:52:06<54:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6854/10186 [1:52:06<54:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6854/10186 [1:52:06<54:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6855/10186 [1:52:07<54:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6855/10186 [1:52:07<54:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6856/10186 [1:52:09<54:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6856/10186 [1:52:09<54:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6857/10186 [1:52:09<54:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6857/10186 [1:52:09<54:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6858/10186 [1:52:10<54:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6858/10186 [1:52:10<54:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6859/10186 [1:52:11<54:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6859/10186 [1:52:11<54:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6860/10186 [1:52:13<54:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6860/10186 [1:52:13<54:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6861/10186 [1:52:13<54:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6861/10186 [1:52:13<54:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6862/10186 [1:52:14<54:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6862/10186 [1:52:14<54:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6863/10186 [1:52:14<54:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6863/10186 [1:52:14<54:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6864/10186 [1:52:17<54:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6864/10186 [1:52:17<54:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6865/10186 [1:52:17<54:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6865/10186 [1:52:17<54:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6866/10186 [1:52:18<54:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6866/10186 [1:52:18<54:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6867/10186 [1:52:18<54:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6867/10186 [1:52:18<54:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6868/10186 [1:52:21<54:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6868/10186 [1:52:21<54:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6869/10186 [1:52:21<54:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6870/10186 [1:52:22<54:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6871/10186 [1:52:22<54:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  67%|▋| 6871/10186 [1:52:22<54:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6872/10186 [1:52:24<54:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6872/10186 [1:52:24<54:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6873/10186 [1:52:25<54:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6873/10186 [1:52:25<54:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6874/10186 [1:52:26<54:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6874/10186 [1:52:26<54:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 6875/10186 [1:52:26<54:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  67%|▋| 6875/10186 [1:52:26<54:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6876/10186 [1:52:28<54:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6876/10186 [1:52:28<54:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6877/10186 [1:52:29<54:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6878/10186 [1:52:29<54:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6878/10186 [1:52:29<54:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6879/10186 [1:52:30<54:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6879/10186 [1:52:30<54:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6880/10186 [1:52:32<54:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6881/10186 [1:52:33<54:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6882/10186 [1:52:33<54:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6882/10186 [1:52:33<54:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6883/10186 [1:52:34<54:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6883/10186 [1:52:34<54:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6884/10186 [1:52:36<54:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6884/10186 [1:52:36<54:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6885/10186 [1:52:37<53:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6885/10186 [1:52:37<53:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6886/10186 [1:52:37<53:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6886/10186 [1:52:37<53:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6887/10186 [1:52:38<53:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6888/10186 [1:52:40<53:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6889/10186 [1:52:41<53:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6890/10186 [1:52:41<53:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6891/10186 [1:52:42<53:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6891/10186 [1:52:42<53:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6892/10186 [1:52:44<53:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6892/10186 [1:52:44<53:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6893/10186 [1:52:44<53:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6893/10186 [1:52:44<53:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6894/10186 [1:52:45<53:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6895/10186 [1:52:46<53:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6896/10186 [1:52:48<53:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6896/10186 [1:52:48<53:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6897/10186 [1:52:48<53:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6897/10186 [1:52:48<53:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6898/10186 [1:52:49<53:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6898/10186 [1:52:49<53:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6899/10186 [1:52:49<53:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6899/10186 [1:52:49<53:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6900/10186 [1:52:52<53:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6900/10186 [1:52:52<53:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6901/10186 [1:52:52<53:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6901/10186 [1:52:52<53:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6902/10186 [1:52:53<53:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6902/10186 [1:52:53<53:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6903/10186 [1:52:53<53:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6903/10186 [1:52:53<53:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6904/10186 [1:52:56<53:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6904/10186 [1:52:56<53:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6905/10186 [1:52:56<53:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6905/10186 [1:52:56<53:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6906/10186 [1:52:57<53:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6906/10186 [1:52:57<53:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6907/10186 [1:52:57<53:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6907/10186 [1:52:57<53:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6908/10186 [1:52:59<53:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6908/10186 [1:52:59<53:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6909/10186 [1:53:00<53:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6909/10186 [1:53:00<53:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6910/10186 [1:53:01<53:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6910/10186 [1:53:01<53:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6911/10186 [1:53:01<53:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6911/10186 [1:53:01<53:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6912/10186 [1:53:03<53:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6912/10186 [1:53:03<53:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6913/10186 [1:53:04<53:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6913/10186 [1:53:04<53:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6914/10186 [1:53:04<53:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6914/10186 [1:53:04<53:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6915/10186 [1:53:05<53:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6916/10186 [1:53:07<53:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6917/10186 [1:53:08<53:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6918/10186 [1:53:08<53:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6919/10186 [1:53:09<53:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6920/10186 [1:53:11<53:25,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6921/10186 [1:53:12<53:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6922/10186 [1:53:12<53:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6923/10186 [1:53:13<53:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6924/10186 [1:53:15<53:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6925/10186 [1:53:16<53:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6926/10186 [1:53:16<53:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6927/10186 [1:53:17<53:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6928/10186 [1:53:19<53:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6929/10186 [1:53:19<53:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6930/10186 [1:53:20<53:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6931/10186 [1:53:20<53:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6932/10186 [1:53:23<53:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6933/10186 [1:53:23<53:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6934/10186 [1:53:24<53:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6934/10186 [1:53:24<53:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6935/10186 [1:53:24<53:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6936/10186 [1:53:27<53:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6937/10186 [1:53:27<53:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6938/10186 [1:53:28<53:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6939/10186 [1:53:28<53:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6940/10186 [1:53:30<53:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6941/10186 [1:53:31<53:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6942/10186 [1:53:32<53:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6943/10186 [1:53:32<53:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6944/10186 [1:53:34<53:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6945/10186 [1:53:35<53:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6946/10186 [1:53:36<52:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6947/10186 [1:53:36<52:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6948/10186 [1:53:38<52:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6949/10186 [1:53:39<52:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6950/10186 [1:53:39<52:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6951/10186 [1:53:40<52:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6951/10186 [1:53:40<52:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6952/10186 [1:53:42<52:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6953/10186 [1:53:43<52:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6954/10186 [1:53:43<52:51,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6955/10186 [1:53:44<52:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6956/10186 [1:53:46<52:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6957/10186 [1:53:47<52:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6958/10186 [1:53:47<52:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6959/10186 [1:53:48<52:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6960/10186 [1:53:50<52:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6960/10186 [1:53:50<52:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6961/10186 [1:53:51<52:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6961/10186 [1:53:51<52:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6962/10186 [1:53:51<52:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6962/10186 [1:53:51<52:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6963/10186 [1:53:52<52:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6964/10186 [1:53:54<52:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6965/10186 [1:53:54<52:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6966/10186 [1:53:55<52:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6967/10186 [1:53:56<52:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6967/10186 [1:53:56<52:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6968/10186 [1:53:58<52:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6968/10186 [1:53:58<52:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6969/10186 [1:53:58<52:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6970/10186 [1:53:59<52:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6971/10186 [1:53:59<52:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6971/10186 [1:53:59<52:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6972/10186 [1:54:02<52:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6973/10186 [1:54:02<52:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6973/10186 [1:54:02<52:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6974/10186 [1:54:03<52:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6974/10186 [1:54:03<52:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6975/10186 [1:54:03<52:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6975/10186 [1:54:03<52:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6976/10186 [1:54:06<52:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  68%|▋| 6976/10186 [1:54:06<52:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 6977/10186 [1:54:06<52:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  68%|▋| 6977/10186 [1:54:06<52:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6978/10186 [1:54:07<52:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6978/10186 [1:54:07<52:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6979/10186 [1:54:07<52:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6979/10186 [1:54:07<52:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6980/10186 [1:54:09<52:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6980/10186 [1:54:09<52:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6981/10186 [1:54:10<52:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6981/10186 [1:54:10<52:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6982/10186 [1:54:11<52:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6982/10186 [1:54:11<52:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6983/10186 [1:54:11<52:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 6983/10186 [1:54:11<52:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6984/10186 [1:54:13<52:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 6984/10186 [1:54:13<52:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6985/10186 [1:54:14<52:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6985/10186 [1:54:14<52:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6986/10186 [1:54:14<52:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 6986/10186 [1:54:14<52:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6987/10186 [1:54:15<52:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6987/10186 [1:54:15<52:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6988/10186 [1:54:17<52:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 6988/10186 [1:54:17<52:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6989/10186 [1:54:18<52:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6989/10186 [1:54:18<52:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6990/10186 [1:54:18<52:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6990/10186 [1:54:18<52:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6991/10186 [1:54:19<52:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6991/10186 [1:54:19<52:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6992/10186 [1:54:21<52:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6992/10186 [1:54:21<52:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6993/10186 [1:54:22<52:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6993/10186 [1:54:22<52:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6994/10186 [1:54:22<52:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6995/10186 [1:54:23<52:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6995/10186 [1:54:23<52:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6996/10186 [1:54:25<52:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 6996/10186 [1:54:25<52:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6997/10186 [1:54:26<52:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 6997/10186 [1:54:26<52:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6998/10186 [1:54:26<52:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6998/10186 [1:54:26<52:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 6999/10186 [1:54:27<52:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 6999/10186 [1:54:27<52:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7000/10186 [1:54:29<52:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7000/10186 [1:54:29<52:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7001/10186 [1:54:37<52:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7001/10186 [1:54:37<52:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7002/10186 [1:54:38<52:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7002/10186 [1:54:38<52:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7003/10186 [1:54:39<52:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7003/10186 [1:54:39<52:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7004/10186 [1:54:41<52:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7004/10186 [1:54:41<52:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7005/10186 [1:54:41<52:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7005/10186 [1:54:41<52:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7006/10186 [1:54:42<52:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7006/10186 [1:54:42<52:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7007/10186 [1:54:42<52:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7007/10186 [1:54:42<52:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7008/10186 [1:54:45<52:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7008/10186 [1:54:45<52:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7009/10186 [1:54:45<52:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7009/10186 [1:54:45<52:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7010/10186 [1:54:46<51:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7010/10186 [1:54:46<51:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7011/10186 [1:54:46<51:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7011/10186 [1:54:46<51:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7012/10186 [1:54:49<51:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7012/10186 [1:54:49<51:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7013/10186 [1:54:49<51:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7013/10186 [1:54:49<51:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7014/10186 [1:54:50<51:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7014/10186 [1:54:50<51:56,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7015/10186 [1:54:50<51:54,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  69%|▋| 7015/10186 [1:54:50<51:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7016/10186 [1:54:52<51:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7016/10186 [1:54:52<51:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7017/10186 [1:54:53<51:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7017/10186 [1:54:53<51:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7018/10186 [1:54:54<51:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7018/10186 [1:54:54<51:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7019/10186 [1:54:54<51:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7019/10186 [1:54:54<51:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7020/10186 [1:54:56<51:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7020/10186 [1:54:56<51:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7021/10186 [1:54:57<51:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7021/10186 [1:54:57<51:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7022/10186 [1:54:57<51:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7022/10186 [1:54:57<51:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7023/10186 [1:54:58<51:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7023/10186 [1:54:58<51:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7024/10186 [1:55:00<51:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7024/10186 [1:55:00<51:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7025/10186 [1:55:01<51:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7025/10186 [1:55:01<51:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7026/10186 [1:55:01<51:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7026/10186 [1:55:01<51:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7027/10186 [1:55:02<51:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7027/10186 [1:55:02<51:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7028/10186 [1:55:04<51:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7028/10186 [1:55:04<51:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7029/10186 [1:55:05<51:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7029/10186 [1:55:05<51:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7030/10186 [1:55:05<51:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7030/10186 [1:55:05<51:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7031/10186 [1:55:06<51:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7031/10186 [1:55:06<51:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7032/10186 [1:55:08<51:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7032/10186 [1:55:08<51:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7033/10186 [1:55:09<51:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7033/10186 [1:55:09<51:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7034/10186 [1:55:09<51:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7034/10186 [1:55:09<51:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7035/10186 [1:55:10<51:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7035/10186 [1:55:10<51:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7036/10186 [1:55:12<51:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7036/10186 [1:55:12<51:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7037/10186 [1:55:12<51:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7037/10186 [1:55:12<51:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7038/10186 [1:55:13<51:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7038/10186 [1:55:13<51:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7039/10186 [1:55:14<51:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7039/10186 [1:55:14<51:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7040/10186 [1:55:16<51:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7040/10186 [1:55:16<51:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7041/10186 [1:55:16<51:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7041/10186 [1:55:16<51:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7042/10186 [1:55:17<51:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7042/10186 [1:55:17<51:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7043/10186 [1:55:17<51:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7043/10186 [1:55:17<51:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7044/10186 [1:55:20<51:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7044/10186 [1:55:20<51:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7045/10186 [1:55:20<51:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7045/10186 [1:55:20<51:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7046/10186 [1:55:21<51:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7046/10186 [1:55:21<51:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7047/10186 [1:55:21<51:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7047/10186 [1:55:21<51:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7048/10186 [1:55:24<51:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7048/10186 [1:55:24<51:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7049/10186 [1:55:24<51:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7049/10186 [1:55:24<51:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7050/10186 [1:55:25<51:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7050/10186 [1:55:25<51:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7051/10186 [1:55:25<51:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7051/10186 [1:55:25<51:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7052/10186 [1:55:27<51:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7052/10186 [1:55:27<51:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7053/10186 [1:55:28<51:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7053/10186 [1:55:28<51:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7054/10186 [1:55:29<51:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7054/10186 [1:55:29<51:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7055/10186 [1:55:29<51:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7055/10186 [1:55:29<51:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7056/10186 [1:55:31<51:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7056/10186 [1:55:31<51:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7057/10186 [1:55:32<51:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7057/10186 [1:55:32<51:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7058/10186 [1:55:32<51:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7058/10186 [1:55:32<51:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7059/10186 [1:55:33<51:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7059/10186 [1:55:33<51:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7060/10186 [1:55:35<51:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7060/10186 [1:55:35<51:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7061/10186 [1:55:36<51:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7061/10186 [1:55:36<51:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7062/10186 [1:55:36<51:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7062/10186 [1:55:36<51:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7063/10186 [1:55:37<51:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7063/10186 [1:55:37<51:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7064/10186 [1:55:39<51:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7064/10186 [1:55:39<51:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7065/10186 [1:55:40<51:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7065/10186 [1:55:40<51:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7066/10186 [1:55:40<51:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7066/10186 [1:55:40<51:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7067/10186 [1:55:41<51:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7067/10186 [1:55:41<51:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7068/10186 [1:55:43<51:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7068/10186 [1:55:43<51:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7069/10186 [1:55:44<51:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7069/10186 [1:55:44<51:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7070/10186 [1:55:44<51:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7070/10186 [1:55:44<51:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7071/10186 [1:55:45<50:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7071/10186 [1:55:45<50:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7072/10186 [1:55:47<50:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7072/10186 [1:55:47<50:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7073/10186 [1:55:47<50:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7073/10186 [1:55:47<50:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7074/10186 [1:55:48<50:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7074/10186 [1:55:48<50:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7075/10186 [1:55:49<50:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7075/10186 [1:55:49<50:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7076/10186 [1:55:51<50:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7076/10186 [1:55:51<50:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7077/10186 [1:55:51<50:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  69%|▋| 7077/10186 [1:55:51<50:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7078/10186 [1:55:52<50:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7078/10186 [1:55:52<50:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 7079/10186 [1:55:52<50:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  69%|▋| 7079/10186 [1:55:52<50:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7080/10186 [1:55:55<50:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7080/10186 [1:55:55<50:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7081/10186 [1:55:55<50:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7081/10186 [1:55:55<50:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7082/10186 [1:55:56<50:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7082/10186 [1:55:56<50:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7083/10186 [1:55:56<50:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7083/10186 [1:55:56<50:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7084/10186 [1:55:59<50:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7084/10186 [1:55:59<50:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7085/10186 [1:55:59<50:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7085/10186 [1:55:59<50:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7086/10186 [1:56:00<50:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7086/10186 [1:56:00<50:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7087/10186 [1:56:00<50:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7087/10186 [1:56:00<50:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7088/10186 [1:56:02<50:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7088/10186 [1:56:02<50:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7089/10186 [1:56:03<50:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7089/10186 [1:56:03<50:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7090/10186 [1:56:04<50:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7090/10186 [1:56:04<50:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7091/10186 [1:56:04<50:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7091/10186 [1:56:04<50:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7092/10186 [1:56:06<50:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7092/10186 [1:56:06<50:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7093/10186 [1:56:07<50:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7093/10186 [1:56:07<50:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7094/10186 [1:56:07<50:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7094/10186 [1:56:07<50:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7095/10186 [1:56:08<50:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7095/10186 [1:56:08<50:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7096/10186 [1:56:10<50:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7096/10186 [1:56:10<50:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7097/10186 [1:56:11<50:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7097/10186 [1:56:11<50:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7098/10186 [1:56:11<50:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7098/10186 [1:56:11<50:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7099/10186 [1:56:12<50:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7099/10186 [1:56:12<50:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7100/10186 [1:56:14<50:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7100/10186 [1:56:14<50:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7101/10186 [1:56:15<50:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7101/10186 [1:56:15<50:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7102/10186 [1:56:15<50:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7102/10186 [1:56:15<50:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7103/10186 [1:56:16<50:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7103/10186 [1:56:16<50:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7104/10186 [1:56:18<50:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7104/10186 [1:56:18<50:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7105/10186 [1:56:19<50:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7105/10186 [1:56:19<50:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7106/10186 [1:56:19<50:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7106/10186 [1:56:19<50:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7107/10186 [1:56:20<50:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7107/10186 [1:56:20<50:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7108/10186 [1:56:22<50:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7108/10186 [1:56:22<50:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7109/10186 [1:56:22<50:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7109/10186 [1:56:22<50:22,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7110/10186 [1:56:23<50:21,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  70%|▋| 7110/10186 [1:56:23<50:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7111/10186 [1:56:24<50:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7111/10186 [1:56:24<50:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7112/10186 [1:56:26<50:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7112/10186 [1:56:26<50:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7113/10186 [1:56:26<50:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7113/10186 [1:56:26<50:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7114/10186 [1:56:27<50:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7114/10186 [1:56:27<50:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7115/10186 [1:56:27<50:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7115/10186 [1:56:27<50:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7116/10186 [1:56:30<50:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7116/10186 [1:56:30<50:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7117/10186 [1:56:30<50:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7117/10186 [1:56:30<50:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7118/10186 [1:56:31<50:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7118/10186 [1:56:31<50:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7119/10186 [1:56:31<50:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7119/10186 [1:56:31<50:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7120/10186 [1:56:34<50:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7120/10186 [1:56:34<50:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7121/10186 [1:56:34<50:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7121/10186 [1:56:34<50:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7122/10186 [1:56:35<50:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7122/10186 [1:56:35<50:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7123/10186 [1:56:35<50:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7123/10186 [1:56:35<50:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7124/10186 [1:56:37<50:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7124/10186 [1:56:37<50:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7125/10186 [1:56:38<50:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7125/10186 [1:56:38<50:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7126/10186 [1:56:39<50:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7126/10186 [1:56:39<50:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7127/10186 [1:56:39<50:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7127/10186 [1:56:39<50:04,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7128/10186 [1:56:41<50:03,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  70%|▋| 7128/10186 [1:56:41<50:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7129/10186 [1:56:42<50:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7129/10186 [1:56:42<50:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7130/10186 [1:56:42<50:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7130/10186 [1:56:42<50:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7131/10186 [1:56:43<50:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7131/10186 [1:56:43<50:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7132/10186 [1:56:45<49:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7132/10186 [1:56:45<49:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7133/10186 [1:56:46<49:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7133/10186 [1:56:46<49:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7134/10186 [1:56:46<49:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7134/10186 [1:56:46<49:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7135/10186 [1:56:47<49:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7135/10186 [1:56:47<49:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7136/10186 [1:56:49<49:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7136/10186 [1:56:49<49:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7137/10186 [1:56:50<49:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7137/10186 [1:56:50<49:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7138/10186 [1:56:50<49:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7138/10186 [1:56:50<49:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7139/10186 [1:56:51<49:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7139/10186 [1:56:51<49:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7140/10186 [1:56:53<49:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7140/10186 [1:56:53<49:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7141/10186 [1:56:54<49:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7141/10186 [1:56:54<49:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7142/10186 [1:56:54<49:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7142/10186 [1:56:54<49:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7143/10186 [1:56:55<49:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7143/10186 [1:56:55<49:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7144/10186 [1:56:57<49:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7144/10186 [1:56:57<49:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7145/10186 [1:56:57<49:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7145/10186 [1:56:57<49:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7146/10186 [1:56:58<49:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7146/10186 [1:56:58<49:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7147/10186 [1:56:59<49:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7147/10186 [1:56:59<49:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7148/10186 [1:57:01<49:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7148/10186 [1:57:01<49:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7149/10186 [1:57:01<49:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7149/10186 [1:57:01<49:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7150/10186 [1:57:02<49:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7150/10186 [1:57:02<49:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7151/10186 [1:57:02<49:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7151/10186 [1:57:02<49:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7152/10186 [1:57:05<49:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7152/10186 [1:57:05<49:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7153/10186 [1:57:05<49:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7153/10186 [1:57:05<49:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7154/10186 [1:57:06<49:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7154/10186 [1:57:06<49:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7155/10186 [1:57:06<49:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7155/10186 [1:57:06<49:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7156/10186 [1:57:08<49:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7156/10186 [1:57:08<49:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7157/10186 [1:57:09<49:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7157/10186 [1:57:09<49:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7158/10186 [1:57:10<49:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7158/10186 [1:57:10<49:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7159/10186 [1:57:10<49:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7159/10186 [1:57:10<49:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7160/10186 [1:57:12<49:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7160/10186 [1:57:12<49:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7161/10186 [1:57:13<49:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7161/10186 [1:57:13<49:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7162/10186 [1:57:13<49:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7162/10186 [1:57:13<49:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7163/10186 [1:57:14<49:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7163/10186 [1:57:14<49:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7164/10186 [1:57:16<49:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7164/10186 [1:57:16<49:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7165/10186 [1:57:17<49:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7165/10186 [1:57:17<49:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7166/10186 [1:57:17<49:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7166/10186 [1:57:17<49:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7167/10186 [1:57:18<49:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7167/10186 [1:57:18<49:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7168/10186 [1:57:20<49:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7168/10186 [1:57:20<49:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7169/10186 [1:57:21<49:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7169/10186 [1:57:21<49:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7170/10186 [1:57:21<49:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7170/10186 [1:57:21<49:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7171/10186 [1:57:22<49:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7171/10186 [1:57:22<49:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7172/10186 [1:57:24<49:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7172/10186 [1:57:24<49:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7173/10186 [1:57:25<49:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7173/10186 [1:57:25<49:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7174/10186 [1:57:25<49:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7174/10186 [1:57:25<49:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7175/10186 [1:57:26<49:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7175/10186 [1:57:26<49:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7176/10186 [1:57:28<49:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7176/10186 [1:57:28<49:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7177/10186 [1:57:28<49:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7177/10186 [1:57:28<49:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7178/10186 [1:57:29<49:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7178/10186 [1:57:29<49:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7179/10186 [1:57:30<49:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7179/10186 [1:57:30<49:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7180/10186 [1:57:32<49:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  70%|▋| 7180/10186 [1:57:32<49:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 7181/10186 [1:57:32<49:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  70%|▋| 7181/10186 [1:57:32<49:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7182/10186 [1:57:33<49:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7182/10186 [1:57:33<49:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7183/10186 [1:57:33<49:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7183/10186 [1:57:33<49:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7184/10186 [1:57:36<49:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7184/10186 [1:57:36<49:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7185/10186 [1:57:36<49:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7185/10186 [1:57:36<49:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7186/10186 [1:57:37<49:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7186/10186 [1:57:37<49:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7187/10186 [1:57:37<49:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7187/10186 [1:57:37<49:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7188/10186 [1:57:40<49:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7188/10186 [1:57:40<49:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7189/10186 [1:57:40<49:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7189/10186 [1:57:40<49:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7190/10186 [1:57:41<49:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7190/10186 [1:57:41<49:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7191/10186 [1:57:41<49:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7191/10186 [1:57:41<49:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7192/10186 [1:57:43<49:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7192/10186 [1:57:43<49:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7193/10186 [1:57:44<48:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7193/10186 [1:57:44<48:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7194/10186 [1:57:45<48:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7194/10186 [1:57:45<48:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7195/10186 [1:57:45<48:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7195/10186 [1:57:45<48:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7196/10186 [1:57:47<48:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7196/10186 [1:57:47<48:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7197/10186 [1:57:48<48:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7197/10186 [1:57:48<48:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7198/10186 [1:57:48<48:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7198/10186 [1:57:48<48:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7199/10186 [1:57:49<48:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7199/10186 [1:57:49<48:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7200/10186 [1:57:51<48:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7200/10186 [1:57:51<48:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7201/10186 [1:57:52<48:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7201/10186 [1:57:52<48:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7202/10186 [1:57:52<48:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7202/10186 [1:57:52<48:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7203/10186 [1:57:53<48:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7203/10186 [1:57:53<48:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7204/10186 [1:57:55<48:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7204/10186 [1:57:55<48:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7205/10186 [1:57:56<48:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7205/10186 [1:57:56<48:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7206/10186 [1:57:56<48:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7206/10186 [1:57:56<48:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7207/10186 [1:57:57<48:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7207/10186 [1:57:57<48:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7208/10186 [1:57:59<48:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7208/10186 [1:57:59<48:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7209/10186 [1:58:00<48:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7209/10186 [1:58:00<48:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7210/10186 [1:58:00<48:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7210/10186 [1:58:00<48:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7211/10186 [1:58:01<48:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7211/10186 [1:58:01<48:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7212/10186 [1:58:03<48:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7212/10186 [1:58:03<48:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7213/10186 [1:58:03<48:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7213/10186 [1:58:03<48:39,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7214/10186 [1:58:04<48:38,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  71%|▋| 7214/10186 [1:58:04<48:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7215/10186 [1:58:05<48:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7215/10186 [1:58:05<48:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7216/10186 [1:58:07<48:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7216/10186 [1:58:07<48:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7217/10186 [1:58:07<48:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|���| 7217/10186 [1:58:07<48:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7218/10186 [1:58:08<48:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7218/10186 [1:58:08<48:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7219/10186 [1:58:08<48:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7219/10186 [1:58:08<48:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7220/10186 [1:58:11<48:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7220/10186 [1:58:11<48:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7221/10186 [1:58:11<48:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7221/10186 [1:58:11<48:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7222/10186 [1:58:12<48:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7222/10186 [1:58:12<48:30,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7223/10186 [1:58:12<48:29,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  71%|▋| 7223/10186 [1:58:12<48:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7224/10186 [1:58:15<48:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7224/10186 [1:58:15<48:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7225/10186 [1:58:15<48:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7225/10186 [1:58:15<48:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7226/10186 [1:58:16<48:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7226/10186 [1:58:16<48:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7227/10186 [1:58:16<48:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7227/10186 [1:58:16<48:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7228/10186 [1:58:18<48:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7228/10186 [1:58:18<48:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7229/10186 [1:58:19<48:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7229/10186 [1:58:19<48:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7230/10186 [1:58:19<48:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7230/10186 [1:58:19<48:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7231/10186 [1:58:20<48:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7231/10186 [1:58:20<48:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7232/10186 [1:58:22<48:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7232/10186 [1:58:22<48:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7233/10186 [1:58:23<48:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7233/10186 [1:58:23<48:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7234/10186 [1:58:23<48:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7234/10186 [1:58:23<48:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7235/10186 [1:58:24<48:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7235/10186 [1:58:24<48:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7236/10186 [1:58:26<48:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7236/10186 [1:58:26<48:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7237/10186 [1:58:27<48:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7237/10186 [1:58:27<48:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7238/10186 [1:58:27<48:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7238/10186 [1:58:27<48:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7239/10186 [1:58:28<48:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7239/10186 [1:58:28<48:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7240/10186 [1:58:30<48:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7240/10186 [1:58:30<48:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7241/10186 [1:58:31<48:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7241/10186 [1:58:31<48:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7242/10186 [1:58:31<48:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7242/10186 [1:58:31<48:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7243/10186 [1:58:32<48:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7243/10186 [1:58:32<48:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7244/10186 [1:58:34<48:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7244/10186 [1:58:34<48:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7245/10186 [1:58:34<48:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7245/10186 [1:58:34<48:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7246/10186 [1:58:35<48:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7246/10186 [1:58:35<48:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7247/10186 [1:58:36<48:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7247/10186 [1:58:36<48:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7248/10186 [1:58:38<48:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7248/10186 [1:58:38<48:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7249/10186 [1:58:38<48:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7249/10186 [1:58:38<48:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7250/10186 [1:58:39<48:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7250/10186 [1:58:39<48:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7251/10186 [1:58:39<48:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7251/10186 [1:58:39<48:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7252/10186 [1:58:42<48:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7252/10186 [1:58:42<48:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7253/10186 [1:58:42<48:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7253/10186 [1:58:42<48:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7254/10186 [1:58:43<47:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7254/10186 [1:58:43<47:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7255/10186 [1:58:43<47:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7255/10186 [1:58:43<47:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7256/10186 [1:58:46<47:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7256/10186 [1:58:46<47:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7257/10186 [1:58:46<47:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7257/10186 [1:58:46<47:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7258/10186 [1:58:47<47:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7258/10186 [1:58:47<47:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7259/10186 [1:58:47<47:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7259/10186 [1:58:47<47:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7260/10186 [1:58:49<47:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7260/10186 [1:58:49<47:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7261/10186 [1:58:50<47:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7261/10186 [1:58:50<47:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7262/10186 [1:58:51<47:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7262/10186 [1:58:51<47:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7263/10186 [1:58:51<47:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7263/10186 [1:58:51<47:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7264/10186 [1:58:53<47:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7264/10186 [1:58:53<47:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7265/10186 [1:58:54<47:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7265/10186 [1:58:54<47:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7266/10186 [1:58:54<47:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7266/10186 [1:58:54<47:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7267/10186 [1:58:55<47:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7267/10186 [1:58:55<47:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7268/10186 [1:58:57<47:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7268/10186 [1:58:57<47:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7269/10186 [1:58:58<47:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7269/10186 [1:58:58<47:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7270/10186 [1:58:58<47:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7270/10186 [1:58:58<47:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7271/10186 [1:58:59<47:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7271/10186 [1:58:59<47:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7272/10186 [1:59:01<47:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7272/10186 [1:59:01<47:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7273/10186 [1:59:02<47:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7273/10186 [1:59:02<47:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7274/10186 [1:59:02<47:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7274/10186 [1:59:02<47:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7275/10186 [1:59:03<47:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7275/10186 [1:59:03<47:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7276/10186 [1:59:05<47:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7276/10186 [1:59:05<47:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7277/10186 [1:59:06<47:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7277/10186 [1:59:06<47:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7278/10186 [1:59:06<47:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7278/10186 [1:59:06<47:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7279/10186 [1:59:07<47:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  71%|▋| 7279/10186 [1:59:07<47:34,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7280/10186 [1:59:09<47:33,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  71%|▋| 7280/10186 [1:59:09<47:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7281/10186 [1:59:09<47:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7281/10186 [1:59:09<47:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 7282/10186 [1:59:10<47:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  71%|▋| 7282/10186 [1:59:10<47:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7283/10186 [1:59:11<47:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7283/10186 [1:59:11<47:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7284/10186 [1:59:13<47:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7284/10186 [1:59:13<47:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7285/10186 [1:59:13<47:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7285/10186 [1:59:13<47:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7286/10186 [1:59:14<47:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7286/10186 [1:59:14<47:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7287/10186 [1:59:14<47:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7287/10186 [1:59:14<47:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7288/10186 [1:59:17<47:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7288/10186 [1:59:17<47:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7289/10186 [1:59:17<47:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7289/10186 [1:59:17<47:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7290/10186 [1:59:18<47:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7290/10186 [1:59:18<47:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7291/10186 [1:59:18<47:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7291/10186 [1:59:18<47:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7292/10186 [1:59:21<47:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7292/10186 [1:59:21<47:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7293/10186 [1:59:21<47:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7293/10186 [1:59:21<47:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7294/10186 [1:59:22<47:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7294/10186 [1:59:22<47:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7295/10186 [1:59:22<47:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7295/10186 [1:59:22<47:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7296/10186 [1:59:24<47:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7296/10186 [1:59:24<47:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7297/10186 [1:59:25<47:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7297/10186 [1:59:25<47:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7298/10186 [1:59:26<47:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7298/10186 [1:59:26<47:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7299/10186 [1:59:26<47:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7299/10186 [1:59:26<47:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7300/10186 [1:59:28<47:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7300/10186 [1:59:28<47:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7301/10186 [1:59:29<47:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7301/10186 [1:59:29<47:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7302/10186 [1:59:29<47:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7302/10186 [1:59:29<47:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7303/10186 [1:59:30<47:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7303/10186 [1:59:30<47:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7304/10186 [1:59:32<47:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7304/10186 [1:59:32<47:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7305/10186 [1:59:33<47:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7305/10186 [1:59:33<47:09,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7306/10186 [1:59:33<47:07,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  72%|▋| 7306/10186 [1:59:33<47:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7307/10186 [1:59:34<47:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7307/10186 [1:59:34<47:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7308/10186 [1:59:36<47:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7308/10186 [1:59:36<47:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7309/10186 [1:59:37<47:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7309/10186 [1:59:37<47:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7310/10186 [1:59:37<47:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7310/10186 [1:59:37<47:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7311/10186 [1:59:38<47:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7311/10186 [1:59:38<47:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7312/10186 [1:59:40<47:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7312/10186 [1:59:40<47:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7313/10186 [1:59:41<47:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7313/10186 [1:59:41<47:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7314/10186 [1:59:41<47:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7314/10186 [1:59:41<47:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7315/10186 [1:59:42<46:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7315/10186 [1:59:42<46:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7316/10186 [1:59:44<46:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7316/10186 [1:59:44<46:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7317/10186 [1:59:44<46:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7317/10186 [1:59:44<46:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7318/10186 [1:59:45<46:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7318/10186 [1:59:45<46:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7319/10186 [1:59:46<46:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7319/10186 [1:59:46<46:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7320/10186 [1:59:48<46:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7320/10186 [1:59:48<46:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7321/10186 [1:59:48<46:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7321/10186 [1:59:48<46:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7322/10186 [1:59:49<46:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7322/10186 [1:59:49<46:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7323/10186 [1:59:49<46:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7323/10186 [1:59:49<46:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7324/10186 [1:59:52<46:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7324/10186 [1:59:52<46:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7325/10186 [1:59:52<46:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7325/10186 [1:59:52<46:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7326/10186 [1:59:53<46:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7326/10186 [1:59:53<46:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7327/10186 [1:59:53<46:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7327/10186 [1:59:53<46:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7328/10186 [1:59:56<46:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7328/10186 [1:59:56<46:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7329/10186 [1:59:56<46:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7329/10186 [1:59:56<46:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7330/10186 [1:59:57<46:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7330/10186 [1:59:57<46:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7331/10186 [1:59:57<46:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7331/10186 [1:59:57<46:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7332/10186 [1:59:59<46:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7332/10186 [1:59:59<46:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7333/10186 [2:00:00<46:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7333/10186 [2:00:00<46:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7334/10186 [2:00:01<46:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7334/10186 [2:00:01<46:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7335/10186 [2:00:01<46:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7335/10186 [2:00:01<46:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7336/10186 [2:00:03<46:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7336/10186 [2:00:03<46:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7337/10186 [2:00:04<46:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7337/10186 [2:00:04<46:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7338/10186 [2:00:04<46:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7338/10186 [2:00:04<46:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7339/10186 [2:00:05<46:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7339/10186 [2:00:05<46:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7340/10186 [2:00:07<46:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7340/10186 [2:00:07<46:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7341/10186 [2:00:08<46:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7341/10186 [2:00:08<46:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7342/10186 [2:00:08<46:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7342/10186 [2:00:08<46:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7343/10186 [2:00:09<46:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7343/10186 [2:00:09<46:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7344/10186 [2:00:11<46:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7344/10186 [2:00:11<46:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7345/10186 [2:00:12<46:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7345/10186 [2:00:12<46:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7346/10186 [2:00:12<46:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7346/10186 [2:00:12<46:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7347/10186 [2:00:13<46:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7347/10186 [2:00:13<46:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7348/10186 [2:00:15<46:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7348/10186 [2:00:15<46:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7349/10186 [2:00:16<46:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7349/10186 [2:00:16<46:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7350/10186 [2:00:16<46:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7350/10186 [2:00:16<46:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7351/10186 [2:00:17<46:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7351/10186 [2:00:17<46:23,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7352/10186 [2:00:19<46:22,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  72%|▋| 7352/10186 [2:00:19<46:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7353/10186 [2:00:19<46:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7353/10186 [2:00:19<46:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7354/10186 [2:00:20<46:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7354/10186 [2:00:20<46:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7355/10186 [2:00:21<46:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7355/10186 [2:00:21<46:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7356/10186 [2:00:23<46:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7356/10186 [2:00:23<46:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7357/10186 [2:00:23<46:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7357/10186 [2:00:23<46:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7358/10186 [2:00:24<46:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7358/10186 [2:00:24<46:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7359/10186 [2:00:24<46:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7359/10186 [2:00:24<46:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7360/10186 [2:00:27<46:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7360/10186 [2:00:27<46:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7361/10186 [2:00:27<46:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7361/10186 [2:00:27<46:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7362/10186 [2:00:28<46:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7362/10186 [2:00:28<46:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7363/10186 [2:00:28<46:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7363/10186 [2:00:28<46:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7364/10186 [2:00:31<46:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7364/10186 [2:00:31<46:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7365/10186 [2:00:31<46:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7365/10186 [2:00:31<46:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 7366/10186 [2:00:32<46:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7366/10186 [2:00:32<46:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
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+      "Epoch 0:  72%|▋| 7367/10186 [2:00:32<46:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7367/10186 [2:00:32<46:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7368/10186 [2:00:34<46:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7368/10186 [2:00:34<46:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7369/10186 [2:00:35<46:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7369/10186 [2:00:35<46:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7370/10186 [2:00:36<46:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7370/10186 [2:00:36<46:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7371/10186 [2:00:36<46:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  72%|▋| 7371/10186 [2:00:36<46:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7372/10186 [2:00:38<46:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7372/10186 [2:00:38<46:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7373/10186 [2:00:39<46:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7373/10186 [2:00:39<46:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7374/10186 [2:00:39<46:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7374/10186 [2:00:39<46:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7375/10186 [2:00:40<45:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7375/10186 [2:00:40<45:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7376/10186 [2:00:42<45:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7377/10186 [2:00:43<45:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7378/10186 [2:00:43<45:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7378/10186 [2:00:43<45:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7379/10186 [2:00:44<45:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7379/10186 [2:00:44<45:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7380/10186 [2:00:46<45:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7380/10186 [2:00:46<45:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7381/10186 [2:00:47<45:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7381/10186 [2:00:47<45:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7382/10186 [2:00:47<45:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7382/10186 [2:00:47<45:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7383/10186 [2:00:48<45:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  72%|▋| 7384/10186 [2:00:50<45:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  72%|▋| 7384/10186 [2:00:50<45:51,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  73%|▋| 7385/10186 [2:00:51<45:50,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7385/10186 [2:00:51<45:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7386/10186 [2:00:51<45:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7386/10186 [2:00:51<45:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7387/10186 [2:00:52<45:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7387/10186 [2:00:52<45:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7388/10186 [2:00:54<45:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7389/10186 [2:00:54<45:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7390/10186 [2:00:55<45:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7390/10186 [2:00:55<45:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7391/10186 [2:00:56<45:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7392/10186 [2:00:58<45:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7393/10186 [2:00:58<45:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7394/10186 [2:00:59<45:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7394/10186 [2:00:59<45:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7395/10186 [2:00:59<45:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7395/10186 [2:00:59<45:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7396/10186 [2:01:02<45:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7396/10186 [2:01:02<45:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7397/10186 [2:01:02<45:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7397/10186 [2:01:02<45:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7398/10186 [2:01:03<45:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7398/10186 [2:01:03<45:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7399/10186 [2:01:03<45:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7399/10186 [2:01:03<45:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7400/10186 [2:01:06<45:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7400/10186 [2:01:06<45:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7401/10186 [2:01:06<45:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7401/10186 [2:01:06<45:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7402/10186 [2:01:07<45:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7402/10186 [2:01:07<45:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7403/10186 [2:01:07<45:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7403/10186 [2:01:07<45:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7404/10186 [2:01:09<45:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7404/10186 [2:01:09<45:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7405/10186 [2:01:10<45:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7405/10186 [2:01:10<45:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7406/10186 [2:01:11<45:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7406/10186 [2:01:11<45:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7407/10186 [2:01:11<45:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7407/10186 [2:01:11<45:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7408/10186 [2:01:13<45:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7408/10186 [2:01:13<45:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7409/10186 [2:01:14<45:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7409/10186 [2:01:14<45:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7410/10186 [2:01:14<45:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7410/10186 [2:01:14<45:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7411/10186 [2:01:15<45:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7411/10186 [2:01:15<45:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7412/10186 [2:01:17<45:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7412/10186 [2:01:17<45:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7413/10186 [2:01:18<45:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7413/10186 [2:01:18<45:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7414/10186 [2:01:18<45:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7414/10186 [2:01:18<45:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7415/10186 [2:01:19<45:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7415/10186 [2:01:19<45:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7416/10186 [2:01:21<45:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7416/10186 [2:01:21<45:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7417/10186 [2:01:22<45:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7417/10186 [2:01:22<45:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7418/10186 [2:01:22<45:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7418/10186 [2:01:22<45:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7419/10186 [2:01:23<45:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7419/10186 [2:01:23<45:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7420/10186 [2:01:25<45:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7420/10186 [2:01:25<45:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7421/10186 [2:01:25<45:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7421/10186 [2:01:25<45:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7422/10186 [2:01:26<45:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7422/10186 [2:01:26<45:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7423/10186 [2:01:27<45:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7423/10186 [2:01:27<45:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7424/10186 [2:01:29<45:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7424/10186 [2:01:29<45:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7425/10186 [2:01:29<45:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7425/10186 [2:01:29<45:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7426/10186 [2:01:30<45:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7426/10186 [2:01:30<45:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7427/10186 [2:01:30<45:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7427/10186 [2:01:30<45:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7428/10186 [2:01:33<45:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7428/10186 [2:01:33<45:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7429/10186 [2:01:33<45:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7429/10186 [2:01:33<45:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7430/10186 [2:01:34<45:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7430/10186 [2:01:34<45:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7431/10186 [2:01:34<45:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7431/10186 [2:01:34<45:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7432/10186 [2:01:37<45:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7432/10186 [2:01:37<45:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7433/10186 [2:01:37<45:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7433/10186 [2:01:37<45:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7434/10186 [2:01:38<45:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7434/10186 [2:01:38<45:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7435/10186 [2:01:38<45:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7435/10186 [2:01:38<45:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7436/10186 [2:01:40<45:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7436/10186 [2:01:40<45:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7437/10186 [2:01:41<44:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7437/10186 [2:01:41<44:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7438/10186 [2:01:42<44:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7438/10186 [2:01:42<44:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7439/10186 [2:01:42<44:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7439/10186 [2:01:42<44:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7440/10186 [2:01:44<44:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7440/10186 [2:01:44<44:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7441/10186 [2:01:45<44:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7441/10186 [2:01:45<44:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7442/10186 [2:01:45<44:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7442/10186 [2:01:45<44:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7443/10186 [2:01:46<44:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7443/10186 [2:01:46<44:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7444/10186 [2:01:48<44:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7444/10186 [2:01:48<44:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7445/10186 [2:01:49<44:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7445/10186 [2:01:49<44:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7446/10186 [2:01:49<44:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7446/10186 [2:01:49<44:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7447/10186 [2:01:50<44:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7447/10186 [2:01:50<44:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7448/10186 [2:01:52<44:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7448/10186 [2:01:52<44:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7449/10186 [2:01:53<44:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7449/10186 [2:01:53<44:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7450/10186 [2:01:53<44:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7450/10186 [2:01:53<44:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7451/10186 [2:01:54<44:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7451/10186 [2:01:54<44:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7452/10186 [2:01:56<44:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7452/10186 [2:01:56<44:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7453/10186 [2:01:57<44:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7453/10186 [2:01:57<44:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7454/10186 [2:01:57<44:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7454/10186 [2:01:57<44:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7455/10186 [2:01:58<44:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7455/10186 [2:01:58<44:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7456/10186 [2:02:00<44:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7456/10186 [2:02:00<44:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7457/10186 [2:02:00<44:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7457/10186 [2:02:00<44:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7458/10186 [2:02:01<44:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7458/10186 [2:02:01<44:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7459/10186 [2:02:02<44:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7459/10186 [2:02:02<44:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7460/10186 [2:02:04<44:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7460/10186 [2:02:04<44:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7461/10186 [2:02:04<44:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7461/10186 [2:02:04<44:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7462/10186 [2:02:05<44:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7462/10186 [2:02:05<44:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7463/10186 [2:02:05<44:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7463/10186 [2:02:05<44:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7464/10186 [2:02:08<44:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7464/10186 [2:02:08<44:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7465/10186 [2:02:08<44:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7465/10186 [2:02:08<44:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7466/10186 [2:02:09<44:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7466/10186 [2:02:09<44:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7467/10186 [2:02:09<44:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7467/10186 [2:02:09<44:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7468/10186 [2:02:12<44:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7468/10186 [2:02:12<44:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7469/10186 [2:02:12<44:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7469/10186 [2:02:12<44:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7470/10186 [2:02:13<44:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7470/10186 [2:02:13<44:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7471/10186 [2:02:13<44:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7471/10186 [2:02:13<44:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7472/10186 [2:02:15<44:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7472/10186 [2:02:15<44:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7473/10186 [2:02:16<44:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7473/10186 [2:02:16<44:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7474/10186 [2:02:17<44:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7474/10186 [2:02:17<44:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7475/10186 [2:02:17<44:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7475/10186 [2:02:17<44:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7476/10186 [2:02:19<44:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7476/10186 [2:02:19<44:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7477/10186 [2:02:20<44:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7477/10186 [2:02:20<44:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7478/10186 [2:02:20<44:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7478/10186 [2:02:20<44:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7479/10186 [2:02:21<44:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  73%|▋| 7479/10186 [2:02:21<44:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7480/10186 [2:02:23<44:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7480/10186 [2:02:23<44:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7481/10186 [2:02:24<44:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7481/10186 [2:02:24<44:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7482/10186 [2:02:24<44:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7482/10186 [2:02:24<44:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7483/10186 [2:02:25<44:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7483/10186 [2:02:25<44:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7484/10186 [2:02:27<44:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7484/10186 [2:02:27<44:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7485/10186 [2:02:28<44:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7485/10186 [2:02:28<44:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 7486/10186 [2:02:28<44:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  73%|▋| 7486/10186 [2:02:28<44:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7487/10186 [2:02:29<44:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7487/10186 [2:02:29<44:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7488/10186 [2:02:31<44:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7488/10186 [2:02:31<44:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7489/10186 [2:02:32<44:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7489/10186 [2:02:32<44:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7490/10186 [2:02:32<44:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7490/10186 [2:02:32<44:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7491/10186 [2:02:33<44:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7491/10186 [2:02:33<44:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7492/10186 [2:02:35<44:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7492/10186 [2:02:35<44:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7493/10186 [2:02:35<44:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7493/10186 [2:02:35<44:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7494/10186 [2:02:36<44:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7494/10186 [2:02:36<44:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7495/10186 [2:02:37<44:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7495/10186 [2:02:37<44:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7496/10186 [2:02:39<44:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7496/10186 [2:02:39<44:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7497/10186 [2:02:39<43:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7497/10186 [2:02:39<43:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7498/10186 [2:02:40<43:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7498/10186 [2:02:40<43:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7499/10186 [2:02:40<43:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7499/10186 [2:02:40<43:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7500/10186 [2:02:43<43:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7500/10186 [2:02:43<43:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7501/10186 [2:02:43<43:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7501/10186 [2:02:43<43:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7502/10186 [2:02:44<43:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7502/10186 [2:02:44<43:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7503/10186 [2:02:44<43:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7503/10186 [2:02:44<43:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7504/10186 [2:02:47<43:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7504/10186 [2:02:47<43:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7505/10186 [2:02:47<43:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7505/10186 [2:02:47<43:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7506/10186 [2:02:48<43:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7506/10186 [2:02:48<43:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7507/10186 [2:02:48<43:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7507/10186 [2:02:48<43:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7508/10186 [2:02:50<43:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7508/10186 [2:02:50<43:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7509/10186 [2:02:51<43:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7509/10186 [2:02:51<43:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7510/10186 [2:02:52<43:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7510/10186 [2:02:52<43:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7511/10186 [2:02:52<43:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7511/10186 [2:02:52<43:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7512/10186 [2:02:54<43:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7512/10186 [2:02:54<43:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7513/10186 [2:02:55<43:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7513/10186 [2:02:55<43:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7514/10186 [2:02:55<43:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7514/10186 [2:02:55<43:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7515/10186 [2:02:56<43:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7515/10186 [2:02:56<43:41,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7516/10186 [2:02:58<43:41,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  74%|▋| 7516/10186 [2:02:58<43:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7517/10186 [2:02:59<43:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7517/10186 [2:02:59<43:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7518/10186 [2:02:59<43:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7518/10186 [2:02:59<43:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7519/10186 [2:03:00<43:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7519/10186 [2:03:00<43:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7520/10186 [2:03:02<43:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7520/10186 [2:03:02<43:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7521/10186 [2:03:03<43:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7521/10186 [2:03:03<43:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7522/10186 [2:03:03<43:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7522/10186 [2:03:03<43:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7523/10186 [2:03:04<43:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7523/10186 [2:03:04<43:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7524/10186 [2:03:06<43:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7524/10186 [2:03:06<43:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7525/10186 [2:03:07<43:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7525/10186 [2:03:07<43:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7526/10186 [2:03:07<43:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7526/10186 [2:03:07<43:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7527/10186 [2:03:08<43:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7527/10186 [2:03:08<43:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7528/10186 [2:03:10<43:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7528/10186 [2:03:10<43:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7529/10186 [2:03:10<43:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7529/10186 [2:03:10<43:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7530/10186 [2:03:11<43:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7530/10186 [2:03:11<43:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7531/10186 [2:03:12<43:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7531/10186 [2:03:12<43:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7532/10186 [2:03:14<43:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7532/10186 [2:03:14<43:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7533/10186 [2:03:14<43:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7533/10186 [2:03:14<43:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7534/10186 [2:03:15<43:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7534/10186 [2:03:15<43:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7535/10186 [2:03:15<43:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7535/10186 [2:03:15<43:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7536/10186 [2:03:18<43:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7536/10186 [2:03:18<43:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7537/10186 [2:03:18<43:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7537/10186 [2:03:18<43:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7538/10186 [2:03:19<43:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7538/10186 [2:03:19<43:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7539/10186 [2:03:19<43:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7539/10186 [2:03:19<43:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7540/10186 [2:03:21<43:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7540/10186 [2:03:21<43:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7541/10186 [2:03:22<43:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7541/10186 [2:03:22<43:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7542/10186 [2:03:23<43:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7542/10186 [2:03:23<43:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7543/10186 [2:03:23<43:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7543/10186 [2:03:23<43:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7544/10186 [2:03:25<43:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7544/10186 [2:03:25<43:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7545/10186 [2:03:26<43:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7545/10186 [2:03:26<43:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7546/10186 [2:03:26<43:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7546/10186 [2:03:26<43:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7547/10186 [2:03:27<43:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7547/10186 [2:03:27<43:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7548/10186 [2:03:29<43:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7548/10186 [2:03:29<43:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7549/10186 [2:03:30<43:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7549/10186 [2:03:30<43:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7550/10186 [2:03:30<43:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7550/10186 [2:03:30<43:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7551/10186 [2:03:31<43:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7551/10186 [2:03:31<43:06,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7552/10186 [2:03:33<43:05,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  74%|▋| 7552/10186 [2:03:33<43:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7553/10186 [2:03:34<43:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7553/10186 [2:03:34<43:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7554/10186 [2:03:34<43:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7554/10186 [2:03:34<43:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7555/10186 [2:03:35<43:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7555/10186 [2:03:35<43:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7556/10186 [2:03:37<43:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7556/10186 [2:03:37<43:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7557/10186 [2:03:38<43:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7557/10186 [2:03:38<43:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7558/10186 [2:03:38<42:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7558/10186 [2:03:38<42:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7559/10186 [2:03:39<42:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7559/10186 [2:03:39<42:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7560/10186 [2:03:41<42:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7560/10186 [2:03:41<42:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7561/10186 [2:03:41<42:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7561/10186 [2:03:41<42:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7562/10186 [2:03:42<42:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7562/10186 [2:03:42<42:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7563/10186 [2:03:43<42:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7563/10186 [2:03:43<42:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7564/10186 [2:03:45<42:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7564/10186 [2:03:45<42:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7565/10186 [2:03:45<42:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7565/10186 [2:03:45<42:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7566/10186 [2:03:46<42:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7566/10186 [2:03:46<42:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7567/10186 [2:03:46<42:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7567/10186 [2:03:46<42:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7568/10186 [2:03:49<42:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7568/10186 [2:03:49<42:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7569/10186 [2:03:49<42:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7569/10186 [2:03:49<42:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7570/10186 [2:03:50<42:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7570/10186 [2:03:50<42:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7571/10186 [2:03:50<42:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7571/10186 [2:03:50<42:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7572/10186 [2:03:53<42:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7572/10186 [2:03:53<42:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7573/10186 [2:03:53<42:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7573/10186 [2:03:53<42:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7574/10186 [2:03:54<42:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7574/10186 [2:03:54<42:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7575/10186 [2:03:54<42:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7575/10186 [2:03:54<42:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7576/10186 [2:03:56<42:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7576/10186 [2:03:56<42:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7577/10186 [2:03:57<42:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7577/10186 [2:03:57<42:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7578/10186 [2:03:58<42:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7578/10186 [2:03:58<42:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7579/10186 [2:03:58<42:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7579/10186 [2:03:58<42:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7580/10186 [2:04:00<42:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7580/10186 [2:04:00<42:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7581/10186 [2:04:01<42:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7581/10186 [2:04:01<42:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7582/10186 [2:04:01<42:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  74%|▋| 7582/10186 [2:04:01<42:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7583/10186 [2:04:02<42:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7583/10186 [2:04:02<42:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7584/10186 [2:04:04<42:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7584/10186 [2:04:04<42:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7585/10186 [2:04:05<42:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7585/10186 [2:04:05<42:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7586/10186 [2:04:05<42:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7586/10186 [2:04:05<42:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7587/10186 [2:04:06<42:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7587/10186 [2:04:06<42:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 7588/10186 [2:04:08<42:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  74%|▋| 7588/10186 [2:04:08<42:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7589/10186 [2:04:09<42:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7589/10186 [2:04:09<42:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7590/10186 [2:04:09<42:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7590/10186 [2:04:09<42:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7591/10186 [2:04:10<42:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7591/10186 [2:04:10<42:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7592/10186 [2:04:12<42:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7592/10186 [2:04:12<42:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7593/10186 [2:04:13<42:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7593/10186 [2:04:13<42:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7594/10186 [2:04:13<42:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7594/10186 [2:04:13<42:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7595/10186 [2:04:14<42:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7595/10186 [2:04:14<42:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7596/10186 [2:04:16<42:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7596/10186 [2:04:16<42:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7597/10186 [2:04:16<42:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7597/10186 [2:04:16<42:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7598/10186 [2:04:17<42:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7598/10186 [2:04:17<42:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7599/10186 [2:04:18<42:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7599/10186 [2:04:18<42:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7600/10186 [2:04:20<42:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7600/10186 [2:04:20<42:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7601/10186 [2:04:20<42:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7601/10186 [2:04:20<42:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7602/10186 [2:04:21<42:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7602/10186 [2:04:21<42:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7603/10186 [2:04:21<42:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7603/10186 [2:04:21<42:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7604/10186 [2:04:24<42:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7604/10186 [2:04:24<42:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7605/10186 [2:04:24<42:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7605/10186 [2:04:24<42:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7606/10186 [2:04:25<42:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7606/10186 [2:04:25<42:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7607/10186 [2:04:25<42:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7607/10186 [2:04:25<42:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7608/10186 [2:04:28<42:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7608/10186 [2:04:28<42:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7609/10186 [2:04:28<42:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7609/10186 [2:04:28<42:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7610/10186 [2:04:29<42:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7610/10186 [2:04:29<42:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7611/10186 [2:04:29<42:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7611/10186 [2:04:29<42:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7612/10186 [2:04:31<42:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7612/10186 [2:04:31<42:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7613/10186 [2:04:32<42:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7613/10186 [2:04:32<42:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7614/10186 [2:04:33<42:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7614/10186 [2:04:33<42:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7615/10186 [2:04:33<42:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7615/10186 [2:04:33<42:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7616/10186 [2:04:35<42:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7616/10186 [2:04:35<42:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7617/10186 [2:04:36<42:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7617/10186 [2:04:36<42:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7618/10186 [2:04:36<42:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7618/10186 [2:04:36<42:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7619/10186 [2:04:37<41:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7619/10186 [2:04:37<41:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7620/10186 [2:04:39<41:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7620/10186 [2:04:39<41:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7621/10186 [2:04:40<41:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7621/10186 [2:04:40<41:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7622/10186 [2:04:40<41:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7622/10186 [2:04:40<41:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7623/10186 [2:04:41<41:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7623/10186 [2:04:41<41:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7624/10186 [2:04:43<41:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7624/10186 [2:04:43<41:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7625/10186 [2:04:44<41:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7625/10186 [2:04:44<41:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7626/10186 [2:04:44<41:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7626/10186 [2:04:44<41:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7627/10186 [2:04:45<41:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7627/10186 [2:04:45<41:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7628/10186 [2:04:47<41:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7628/10186 [2:04:47<41:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7629/10186 [2:04:48<41:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7629/10186 [2:04:48<41:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7630/10186 [2:04:48<41:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7630/10186 [2:04:48<41:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7631/10186 [2:04:49<41:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▋| 7631/10186 [2:04:49<41:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7632/10186 [2:04:51<41:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7632/10186 [2:04:51<41:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7633/10186 [2:04:51<41:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7633/10186 [2:04:51<41:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7634/10186 [2:04:52<41:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7634/10186 [2:04:52<41:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7635/10186 [2:04:53<41:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7635/10186 [2:04:53<41:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7636/10186 [2:04:55<41:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7636/10186 [2:04:55<41:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7637/10186 [2:04:55<41:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7637/10186 [2:04:55<41:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7638/10186 [2:04:56<41:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7638/10186 [2:04:56<41:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 7639/10186 [2:04:56<41:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▋| 7639/10186 [2:04:56<41:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7640/10186 [2:04:59<41:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7640/10186 [2:04:59<41:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7641/10186 [2:04:59<41:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7641/10186 [2:04:59<41:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7642/10186 [2:05:00<41:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7642/10186 [2:05:00<41:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7643/10186 [2:05:00<41:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7643/10186 [2:05:00<41:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7644/10186 [2:05:03<41:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7644/10186 [2:05:03<41:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7645/10186 [2:05:03<41:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7645/10186 [2:05:03<41:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7646/10186 [2:05:04<41:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7646/10186 [2:05:04<41:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7647/10186 [2:05:04<41:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7647/10186 [2:05:04<41:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7648/10186 [2:05:06<41:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7648/10186 [2:05:06<41:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7649/10186 [2:05:07<41:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7649/10186 [2:05:07<41:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7650/10186 [2:05:08<41:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7650/10186 [2:05:08<41:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7651/10186 [2:05:08<41:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7651/10186 [2:05:08<41:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7652/10186 [2:05:10<41:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7652/10186 [2:05:10<41:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7653/10186 [2:05:11<41:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7653/10186 [2:05:11<41:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7654/10186 [2:05:11<41:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7654/10186 [2:05:11<41:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7655/10186 [2:05:12<41:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7655/10186 [2:05:12<41:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7656/10186 [2:05:14<41:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7656/10186 [2:05:14<41:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7657/10186 [2:05:15<41:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7657/10186 [2:05:15<41:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7658/10186 [2:05:15<41:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7658/10186 [2:05:15<41:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7659/10186 [2:05:16<41:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7659/10186 [2:05:16<41:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7660/10186 [2:05:18<41:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7660/10186 [2:05:18<41:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7661/10186 [2:05:19<41:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7661/10186 [2:05:19<41:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7662/10186 [2:05:19<41:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7662/10186 [2:05:19<41:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7663/10186 [2:05:20<41:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7663/10186 [2:05:20<41:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7664/10186 [2:05:22<41:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7664/10186 [2:05:22<41:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7665/10186 [2:05:23<41:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7665/10186 [2:05:23<41:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7666/10186 [2:05:23<41:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7666/10186 [2:05:23<41:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7667/10186 [2:05:24<41:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7667/10186 [2:05:24<41:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7668/10186 [2:05:26<41:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7668/10186 [2:05:26<41:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7669/10186 [2:05:26<41:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7669/10186 [2:05:26<41:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7670/10186 [2:05:27<41:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7670/10186 [2:05:27<41:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7671/10186 [2:05:28<41:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7671/10186 [2:05:28<41:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7672/10186 [2:05:30<41:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7672/10186 [2:05:30<41:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7673/10186 [2:05:30<41:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7673/10186 [2:05:30<41:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7674/10186 [2:05:31<41:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7674/10186 [2:05:31<41:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7675/10186 [2:05:31<41:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7675/10186 [2:05:31<41:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7676/10186 [2:05:34<41:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7676/10186 [2:05:34<41:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7677/10186 [2:05:34<41:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7677/10186 [2:05:34<41:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7678/10186 [2:05:35<41:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7678/10186 [2:05:35<41:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7679/10186 [2:05:35<41:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7679/10186 [2:05:35<41:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7680/10186 [2:05:38<40:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7680/10186 [2:05:38<40:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7681/10186 [2:05:38<40:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7681/10186 [2:05:38<40:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7682/10186 [2:05:39<40:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7682/10186 [2:05:39<40:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7683/10186 [2:05:39<40:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7683/10186 [2:05:39<40:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7684/10186 [2:05:41<40:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7684/10186 [2:05:41<40:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7685/10186 [2:05:42<40:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7685/10186 [2:05:42<40:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7686/10186 [2:05:43<40:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7686/10186 [2:05:43<40:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7687/10186 [2:05:43<40:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7687/10186 [2:05:43<40:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7688/10186 [2:05:45<40:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7688/10186 [2:05:45<40:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7689/10186 [2:05:46<40:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  75%|▊| 7689/10186 [2:05:46<40:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 7690/10186 [2:05:46<40:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  75%|▊| 7690/10186 [2:05:46<40:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7691/10186 [2:05:47<40:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7691/10186 [2:05:47<40:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7692/10186 [2:05:49<40:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7692/10186 [2:05:49<40:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7693/10186 [2:05:50<40:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7693/10186 [2:05:50<40:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7694/10186 [2:05:50<40:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7694/10186 [2:05:50<40:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7695/10186 [2:05:51<40:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7695/10186 [2:05:51<40:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7696/10186 [2:05:53<40:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7696/10186 [2:05:53<40:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7697/10186 [2:05:54<40:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7697/10186 [2:05:54<40:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7698/10186 [2:05:54<40:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7698/10186 [2:05:54<40:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7699/10186 [2:05:55<40:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7699/10186 [2:05:55<40:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7700/10186 [2:05:57<40:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7700/10186 [2:05:57<40:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7701/10186 [2:05:58<40:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7701/10186 [2:05:58<40:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7702/10186 [2:05:58<40:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7702/10186 [2:05:58<40:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7703/10186 [2:05:59<40:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7703/10186 [2:05:59<40:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7704/10186 [2:06:01<40:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7704/10186 [2:06:01<40:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7705/10186 [2:06:01<40:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7705/10186 [2:06:01<40:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7706/10186 [2:06:02<40:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7706/10186 [2:06:02<40:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7707/10186 [2:06:03<40:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7707/10186 [2:06:03<40:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7708/10186 [2:06:05<40:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7708/10186 [2:06:05<40:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7709/10186 [2:06:05<40:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7709/10186 [2:06:05<40:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7710/10186 [2:06:06<40:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7710/10186 [2:06:06<40:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7711/10186 [2:06:06<40:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7711/10186 [2:06:06<40:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7712/10186 [2:06:09<40:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7712/10186 [2:06:09<40:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7713/10186 [2:06:09<40:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7713/10186 [2:06:09<40:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7714/10186 [2:06:10<40:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7714/10186 [2:06:10<40:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7715/10186 [2:06:10<40:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7715/10186 [2:06:10<40:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7716/10186 [2:06:13<40:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7716/10186 [2:06:13<40:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7717/10186 [2:06:13<40:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7717/10186 [2:06:13<40:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7718/10186 [2:06:14<40:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7718/10186 [2:06:14<40:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7719/10186 [2:06:14<40:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7719/10186 [2:06:14<40:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7720/10186 [2:06:16<40:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7720/10186 [2:06:16<40:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7721/10186 [2:06:17<40:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7721/10186 [2:06:17<40:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7722/10186 [2:06:18<40:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7722/10186 [2:06:18<40:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7723/10186 [2:06:18<40:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7723/10186 [2:06:18<40:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7724/10186 [2:06:20<40:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7724/10186 [2:06:20<40:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7725/10186 [2:06:21<40:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7725/10186 [2:06:21<40:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7726/10186 [2:06:21<40:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7726/10186 [2:06:21<40:14,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7727/10186 [2:06:22<40:13,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  76%|▊| 7727/10186 [2:06:22<40:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7728/10186 [2:06:24<40:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7728/10186 [2:06:24<40:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7729/10186 [2:06:25<40:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7729/10186 [2:06:25<40:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7730/10186 [2:06:25<40:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7730/10186 [2:06:25<40:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7731/10186 [2:06:26<40:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7731/10186 [2:06:26<40:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7732/10186 [2:06:28<40:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7732/10186 [2:06:28<40:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7733/10186 [2:06:29<40:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7733/10186 [2:06:29<40:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7734/10186 [2:06:29<40:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7734/10186 [2:06:29<40:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7735/10186 [2:06:30<40:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7735/10186 [2:06:30<40:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7736/10186 [2:06:32<40:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7736/10186 [2:06:32<40:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7737/10186 [2:06:33<40:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7737/10186 [2:06:33<40:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7738/10186 [2:06:33<40:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7738/10186 [2:06:33<40:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7739/10186 [2:06:34<40:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7739/10186 [2:06:34<40:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7740/10186 [2:06:36<40:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7740/10186 [2:06:36<40:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7741/10186 [2:06:36<39:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7741/10186 [2:06:36<39:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7742/10186 [2:06:37<39:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7742/10186 [2:06:37<39:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7743/10186 [2:06:38<39:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7743/10186 [2:06:38<39:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7744/10186 [2:06:40<39:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7744/10186 [2:06:40<39:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7745/10186 [2:06:40<39:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7745/10186 [2:06:40<39:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7746/10186 [2:06:41<39:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7746/10186 [2:06:41<39:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7747/10186 [2:06:41<39:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7747/10186 [2:06:41<39:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7748/10186 [2:06:44<39:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7748/10186 [2:06:44<39:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7749/10186 [2:06:44<39:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7749/10186 [2:06:44<39:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7750/10186 [2:06:45<39:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7750/10186 [2:06:45<39:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7751/10186 [2:06:45<39:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7751/10186 [2:06:45<39:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7752/10186 [2:06:48<39:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7752/10186 [2:06:48<39:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7753/10186 [2:06:48<39:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7753/10186 [2:06:48<39:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7754/10186 [2:06:49<39:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7754/10186 [2:06:49<39:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7755/10186 [2:06:49<39:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7755/10186 [2:06:49<39:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7756/10186 [2:06:51<39:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7756/10186 [2:06:51<39:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7757/10186 [2:06:52<39:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7757/10186 [2:06:52<39:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7758/10186 [2:06:53<39:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7758/10186 [2:06:53<39:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7759/10186 [2:06:53<39:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7759/10186 [2:06:53<39:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7760/10186 [2:06:55<39:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7760/10186 [2:06:55<39:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7761/10186 [2:06:56<39:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7761/10186 [2:06:56<39:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7762/10186 [2:06:56<39:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7762/10186 [2:06:56<39:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7763/10186 [2:06:57<39:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7763/10186 [2:06:57<39:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7764/10186 [2:06:59<39:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7764/10186 [2:06:59<39:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7765/10186 [2:07:00<39:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7765/10186 [2:07:00<39:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7766/10186 [2:07:00<39:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7766/10186 [2:07:00<39:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7767/10186 [2:07:01<39:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7767/10186 [2:07:01<39:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7768/10186 [2:07:03<39:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7768/10186 [2:07:03<39:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7769/10186 [2:07:04<39:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7769/10186 [2:07:04<39:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|��| 7770/10186 [2:07:04<39:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7770/10186 [2:07:04<39:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7771/10186 [2:07:05<39:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7771/10186 [2:07:05<39:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7772/10186 [2:07:07<39:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7772/10186 [2:07:07<39:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7773/10186 [2:07:07<39:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7773/10186 [2:07:07<39:27,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7774/10186 [2:07:08<39:26,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  76%|▊| 7774/10186 [2:07:08<39:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7775/10186 [2:07:09<39:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7775/10186 [2:07:09<39:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7776/10186 [2:07:11<39:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7776/10186 [2:07:11<39:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7777/10186 [2:07:11<39:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7777/10186 [2:07:11<39:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7778/10186 [2:07:12<39:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7778/10186 [2:07:12<39:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7779/10186 [2:07:12<39:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7779/10186 [2:07:12<39:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7780/10186 [2:07:15<39:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7780/10186 [2:07:15<39:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7781/10186 [2:07:15<39:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7781/10186 [2:07:15<39:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7782/10186 [2:07:16<39:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7782/10186 [2:07:16<39:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7783/10186 [2:07:16<39:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7783/10186 [2:07:16<39:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7784/10186 [2:07:19<39:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7784/10186 [2:07:19<39:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7785/10186 [2:07:19<39:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7785/10186 [2:07:19<39:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7786/10186 [2:07:20<39:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7786/10186 [2:07:20<39:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7787/10186 [2:07:20<39:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7787/10186 [2:07:20<39:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7788/10186 [2:07:22<39:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7788/10186 [2:07:22<39:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7789/10186 [2:07:23<39:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7789/10186 [2:07:23<39:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7790/10186 [2:07:24<39:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7790/10186 [2:07:24<39:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7791/10186 [2:07:24<39:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  76%|▊| 7791/10186 [2:07:24<39:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 7792/10186 [2:07:26<39:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  76%|▊| 7792/10186 [2:07:26<39:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7793/10186 [2:07:27<39:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7793/10186 [2:07:27<39:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7794/10186 [2:07:27<39:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7794/10186 [2:07:27<39:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7795/10186 [2:07:28<39:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7795/10186 [2:07:28<39:06,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7796/10186 [2:07:30<39:05,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  77%|▊| 7796/10186 [2:07:30<39:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7797/10186 [2:07:31<39:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7797/10186 [2:07:31<39:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7798/10186 [2:07:31<39:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7798/10186 [2:07:31<39:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7799/10186 [2:07:32<39:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7799/10186 [2:07:32<39:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7800/10186 [2:07:34<39:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7800/10186 [2:07:34<39:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7801/10186 [2:07:35<39:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7801/10186 [2:07:35<39:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7802/10186 [2:07:35<38:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7802/10186 [2:07:35<38:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7803/10186 [2:07:36<38:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7803/10186 [2:07:36<38:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7804/10186 [2:07:38<38:57,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7804/10186 [2:07:38<38:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7805/10186 [2:07:39<38:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7805/10186 [2:07:39<38:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7806/10186 [2:07:39<38:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7806/10186 [2:07:39<38:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7807/10186 [2:07:40<38:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7807/10186 [2:07:40<38:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7808/10186 [2:07:42<38:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7808/10186 [2:07:42<38:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7809/10186 [2:07:42<38:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7809/10186 [2:07:42<38:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7810/10186 [2:07:43<38:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7810/10186 [2:07:43<38:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7811/10186 [2:07:44<38:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7811/10186 [2:07:44<38:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7812/10186 [2:07:46<38:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7812/10186 [2:07:46<38:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7813/10186 [2:07:46<38:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7813/10186 [2:07:46<38:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7814/10186 [2:07:47<38:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7814/10186 [2:07:47<38:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7815/10186 [2:07:47<38:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7815/10186 [2:07:47<38:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7816/10186 [2:07:50<38:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7816/10186 [2:07:50<38:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7817/10186 [2:07:50<38:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7817/10186 [2:07:50<38:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7818/10186 [2:07:51<38:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7818/10186 [2:07:51<38:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7819/10186 [2:07:51<38:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7819/10186 [2:07:51<38:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7820/10186 [2:07:54<38:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7820/10186 [2:07:54<38:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7821/10186 [2:07:54<38:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7821/10186 [2:07:54<38:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7822/10186 [2:07:55<38:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7822/10186 [2:07:55<38:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7823/10186 [2:07:55<38:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7823/10186 [2:07:55<38:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7824/10186 [2:07:57<38:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7824/10186 [2:07:57<38:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7825/10186 [2:07:58<38:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7825/10186 [2:07:58<38:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7826/10186 [2:07:59<38:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7826/10186 [2:07:59<38:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7827/10186 [2:07:59<38:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7827/10186 [2:07:59<38:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7828/10186 [2:08:01<38:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7828/10186 [2:08:01<38:33,  1.02it/s, v_num=0gjq, train/loss=1."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7829/10186 [2:08:02<38:32,  1.02it/s, v_num=0gjq, train/loss=1.\r",
+      "Epoch 0:  77%|▊| 7829/10186 [2:08:02<38:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7830/10186 [2:08:02<38:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7830/10186 [2:08:02<38:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7831/10186 [2:08:03<38:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7831/10186 [2:08:03<38:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7832/10186 [2:08:05<38:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7832/10186 [2:08:05<38:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7833/10186 [2:08:06<38:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7833/10186 [2:08:06<38:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7834/10186 [2:08:06<38:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7834/10186 [2:08:06<38:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7835/10186 [2:08:07<38:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7835/10186 [2:08:07<38:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7836/10186 [2:08:09<38:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7836/10186 [2:08:09<38:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7837/10186 [2:08:10<38:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7837/10186 [2:08:10<38:24,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7838/10186 [2:08:10<38:23,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  77%|▊| 7838/10186 [2:08:10<38:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7839/10186 [2:08:11<38:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7839/10186 [2:08:11<38:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7840/10186 [2:08:13<38:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7840/10186 [2:08:13<38:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7841/10186 [2:08:14<38:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7841/10186 [2:08:14<38:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7842/10186 [2:08:14<38:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7842/10186 [2:08:14<38:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7843/10186 [2:08:15<38:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7843/10186 [2:08:15<38:18,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7844/10186 [2:08:17<38:18,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  77%|▊| 7844/10186 [2:08:17<38:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7845/10186 [2:08:17<38:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7845/10186 [2:08:17<38:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7846/10186 [2:08:18<38:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7846/10186 [2:08:18<38:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7847/10186 [2:08:19<38:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7847/10186 [2:08:19<38:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7848/10186 [2:08:21<38:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7848/10186 [2:08:21<38:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7849/10186 [2:08:21<38:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7849/10186 [2:08:21<38:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7850/10186 [2:08:22<38:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7850/10186 [2:08:22<38:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7851/10186 [2:08:22<38:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7851/10186 [2:08:22<38:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7852/10186 [2:08:25<38:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7852/10186 [2:08:25<38:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7853/10186 [2:08:25<38:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7853/10186 [2:08:25<38:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7854/10186 [2:08:26<38:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7854/10186 [2:08:26<38:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7855/10186 [2:08:26<38:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7855/10186 [2:08:26<38:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7856/10186 [2:08:29<38:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7856/10186 [2:08:29<38:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7857/10186 [2:08:29<38:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7857/10186 [2:08:29<38:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7858/10186 [2:08:30<38:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7858/10186 [2:08:30<38:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7859/10186 [2:08:30<38:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7859/10186 [2:08:30<38:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7860/10186 [2:08:32<38:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7860/10186 [2:08:32<38:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7861/10186 [2:08:33<38:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7861/10186 [2:08:33<38:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7862/10186 [2:08:34<38:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7862/10186 [2:08:34<38:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7863/10186 [2:08:34<37:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7863/10186 [2:08:34<37:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7864/10186 [2:08:36<37:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7864/10186 [2:08:36<37:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7865/10186 [2:08:37<37:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7865/10186 [2:08:37<37:57,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7866/10186 [2:08:37<37:56,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  77%|▊| 7866/10186 [2:08:37<37:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7867/10186 [2:08:38<37:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7867/10186 [2:08:38<37:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7868/10186 [2:08:40<37:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7868/10186 [2:08:40<37:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7869/10186 [2:08:41<37:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7869/10186 [2:08:41<37:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7870/10186 [2:08:41<37:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7870/10186 [2:08:41<37:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7871/10186 [2:08:42<37:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7871/10186 [2:08:42<37:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7872/10186 [2:08:44<37:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7872/10186 [2:08:44<37:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7873/10186 [2:08:45<37:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7873/10186 [2:08:45<37:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7874/10186 [2:08:45<37:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7874/10186 [2:08:45<37:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7875/10186 [2:08:46<37:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7875/10186 [2:08:46<37:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7876/10186 [2:08:48<37:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7876/10186 [2:08:48<37:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7877/10186 [2:08:49<37:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7877/10186 [2:08:49<37:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7878/10186 [2:08:49<37:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7878/10186 [2:08:49<37:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7879/10186 [2:08:50<37:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7879/10186 [2:08:50<37:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7880/10186 [2:08:52<37:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7880/10186 [2:08:52<37:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7881/10186 [2:08:52<37:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7881/10186 [2:08:52<37:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7882/10186 [2:08:53<37:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7882/10186 [2:08:53<37:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7883/10186 [2:08:54<37:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7883/10186 [2:08:54<37:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7884/10186 [2:08:56<37:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7884/10186 [2:08:56<37:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7885/10186 [2:08:56<37:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7885/10186 [2:08:56<37:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7886/10186 [2:08:57<37:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7886/10186 [2:08:57<37:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7887/10186 [2:08:57<37:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  77%|▊| 7887/10186 [2:08:57<37:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7888/10186 [2:09:00<37:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7888/10186 [2:09:00<37:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7889/10186 [2:09:00<37:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7889/10186 [2:09:00<37:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7890/10186 [2:09:01<37:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7890/10186 [2:09:01<37:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7891/10186 [2:09:01<37:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7891/10186 [2:09:01<37:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7892/10186 [2:09:04<37:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7892/10186 [2:09:04<37:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7893/10186 [2:09:04<37:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  77%|▊| 7893/10186 [2:09:04<37:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7894/10186 [2:09:05<37:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 7894/10186 [2:09:05<37:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7895/10186 [2:09:05<37:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7895/10186 [2:09:05<37:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7896/10186 [2:09:07<37:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7896/10186 [2:09:07<37:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7897/10186 [2:09:08<37:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7897/10186 [2:09:08<37:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7898/10186 [2:09:09<37:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7898/10186 [2:09:09<37:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7899/10186 [2:09:09<37:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7899/10186 [2:09:09<37:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7900/10186 [2:09:11<37:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7900/10186 [2:09:11<37:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7901/10186 [2:09:12<37:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7901/10186 [2:09:12<37:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7902/10186 [2:09:12<37:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7902/10186 [2:09:12<37:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7903/10186 [2:09:13<37:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7903/10186 [2:09:13<37:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7904/10186 [2:09:15<37:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7904/10186 [2:09:15<37:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7905/10186 [2:09:16<37:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7905/10186 [2:09:16<37:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7906/10186 [2:09:16<37:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7906/10186 [2:09:16<37:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7907/10186 [2:09:17<37:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7907/10186 [2:09:17<37:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7908/10186 [2:09:19<37:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7908/10186 [2:09:19<37:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7909/10186 [2:09:20<37:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7909/10186 [2:09:20<37:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7910/10186 [2:09:20<37:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7910/10186 [2:09:20<37:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7911/10186 [2:09:21<37:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7911/10186 [2:09:21<37:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7912/10186 [2:09:23<37:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7912/10186 [2:09:23<37:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7913/10186 [2:09:24<37:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7913/10186 [2:09:24<37:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7914/10186 [2:09:24<37:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7914/10186 [2:09:24<37:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7915/10186 [2:09:25<37:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7915/10186 [2:09:25<37:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7916/10186 [2:09:27<37:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7916/10186 [2:09:27<37:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7917/10186 [2:09:27<37:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7917/10186 [2:09:27<37:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7918/10186 [2:09:28<37:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7918/10186 [2:09:28<37:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7919/10186 [2:09:29<37:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7919/10186 [2:09:29<37:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7920/10186 [2:09:31<37:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7920/10186 [2:09:31<37:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7921/10186 [2:09:31<37:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7921/10186 [2:09:31<37:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7922/10186 [2:09:32<37:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7922/10186 [2:09:32<37:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7923/10186 [2:09:32<37:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7923/10186 [2:09:32<37:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7924/10186 [2:09:35<36:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7924/10186 [2:09:35<36:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7925/10186 [2:09:35<36:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7925/10186 [2:09:35<36:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7926/10186 [2:09:36<36:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7926/10186 [2:09:36<36:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7927/10186 [2:09:36<36:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7927/10186 [2:09:36<36:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7928/10186 [2:09:39<36:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7928/10186 [2:09:39<36:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7929/10186 [2:09:39<36:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7929/10186 [2:09:39<36:54,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7930/10186 [2:09:40<36:53,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  78%|▊| 7930/10186 [2:09:40<36:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7931/10186 [2:09:40<36:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7931/10186 [2:09:40<36:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7932/10186 [2:09:42<36:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7932/10186 [2:09:42<36:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7933/10186 [2:09:43<36:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7933/10186 [2:09:43<36:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7934/10186 [2:09:44<36:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7934/10186 [2:09:44<36:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7935/10186 [2:09:44<36:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7935/10186 [2:09:44<36:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7936/10186 [2:09:46<36:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7936/10186 [2:09:46<36:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7937/10186 [2:09:47<36:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7937/10186 [2:09:47<36:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7938/10186 [2:09:47<36:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7938/10186 [2:09:47<36:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7939/10186 [2:09:48<36:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7939/10186 [2:09:48<36:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7940/10186 [2:09:50<36:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7940/10186 [2:09:50<36:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7941/10186 [2:09:51<36:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7941/10186 [2:09:51<36:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7942/10186 [2:09:51<36:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7942/10186 [2:09:51<36:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7943/10186 [2:09:52<36:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7943/10186 [2:09:52<36:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7944/10186 [2:09:54<36:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7944/10186 [2:09:54<36:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7945/10186 [2:09:55<36:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7945/10186 [2:09:55<36:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7946/10186 [2:09:55<36:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7946/10186 [2:09:55<36:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7947/10186 [2:09:56<36:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7947/10186 [2:09:56<36:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7948/10186 [2:09:58<36:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7948/10186 [2:09:58<36:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7949/10186 [2:09:59<36:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7949/10186 [2:09:59<36:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7950/10186 [2:09:59<36:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7950/10186 [2:09:59<36:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7951/10186 [2:10:00<36:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7951/10186 [2:10:00<36:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7952/10186 [2:10:02<36:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7952/10186 [2:10:02<36:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7953/10186 [2:10:02<36:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7953/10186 [2:10:02<36:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7954/10186 [2:10:03<36:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7954/10186 [2:10:03<36:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7955/10186 [2:10:04<36:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7955/10186 [2:10:04<36:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7956/10186 [2:10:06<36:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7956/10186 [2:10:06<36:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7957/10186 [2:10:06<36:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7957/10186 [2:10:06<36:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7958/10186 [2:10:07<36:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7958/10186 [2:10:07<36:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7959/10186 [2:10:07<36:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7959/10186 [2:10:07<36:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7960/10186 [2:10:10<36:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7960/10186 [2:10:10<36:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7961/10186 [2:10:10<36:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7961/10186 [2:10:10<36:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7962/10186 [2:10:11<36:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7962/10186 [2:10:11<36:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7963/10186 [2:10:11<36:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7963/10186 [2:10:11<36:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7964/10186 [2:10:14<36:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7964/10186 [2:10:14<36:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7965/10186 [2:10:14<36:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7965/10186 [2:10:14<36:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7966/10186 [2:10:15<36:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7966/10186 [2:10:15<36:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7967/10186 [2:10:15<36:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7967/10186 [2:10:15<36:16,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7968/10186 [2:10:17<36:16,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  78%|▊| 7968/10186 [2:10:17<36:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7969/10186 [2:10:18<36:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7969/10186 [2:10:18<36:15,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7970/10186 [2:10:19<36:14,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  78%|▊| 7970/10186 [2:10:19<36:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7971/10186 [2:10:19<36:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7971/10186 [2:10:19<36:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7972/10186 [2:10:21<36:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7972/10186 [2:10:21<36:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7973/10186 [2:10:22<36:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7973/10186 [2:10:22<36:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7974/10186 [2:10:22<36:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7974/10186 [2:10:22<36:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7975/10186 [2:10:23<36:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7975/10186 [2:10:23<36:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7976/10186 [2:10:25<36:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7976/10186 [2:10:25<36:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7977/10186 [2:10:26<36:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7977/10186 [2:10:26<36:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7978/10186 [2:10:26<36:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7978/10186 [2:10:26<36:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7979/10186 [2:10:27<36:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7979/10186 [2:10:27<36:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7980/10186 [2:10:29<36:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7980/10186 [2:10:29<36:04,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7981/10186 [2:10:30<36:03,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  78%|▊| 7981/10186 [2:10:30<36:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7982/10186 [2:10:30<36:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7982/10186 [2:10:30<36:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7983/10186 [2:10:31<36:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7983/10186 [2:10:31<36:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7984/10186 [2:10:33<36:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7984/10186 [2:10:33<36:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7985/10186 [2:10:34<35:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7985/10186 [2:10:34<35:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7986/10186 [2:10:34<35:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7986/10186 [2:10:34<35:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7987/10186 [2:10:35<35:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7987/10186 [2:10:35<35:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7988/10186 [2:10:37<35:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7988/10186 [2:10:37<35:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7989/10186 [2:10:37<35:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7989/10186 [2:10:37<35:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7990/10186 [2:10:38<35:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7990/10186 [2:10:38<35:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7991/10186 [2:10:39<35:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7991/10186 [2:10:39<35:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7992/10186 [2:10:41<35:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7992/10186 [2:10:41<35:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7993/10186 [2:10:41<35:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7993/10186 [2:10:41<35:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7994/10186 [2:10:42<35:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7994/10186 [2:10:42<35:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7995/10186 [2:10:42<35:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  78%|▊| 7995/10186 [2:10:42<35:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 7996/10186 [2:10:45<35:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  78%|▊| 7996/10186 [2:10:45<35:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 7997/10186 [2:10:45<35:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 7997/10186 [2:10:45<35:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 7998/10186 [2:10:46<35:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 7998/10186 [2:10:46<35:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 7999/10186 [2:10:46<35:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 7999/10186 [2:10:46<35:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8000/10186 [2:10:49<35:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8000/10186 [2:10:49<35:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8001/10186 [2:10:57<35:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8001/10186 [2:10:57<35:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8002/10186 [2:10:58<35:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8002/10186 [2:10:58<35:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8003/10186 [2:10:59<35:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8003/10186 [2:10:59<35:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8004/10186 [2:11:01<35:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8004/10186 [2:11:01<35:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8005/10186 [2:11:01<35:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8005/10186 [2:11:01<35:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8006/10186 [2:11:02<35:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8006/10186 [2:11:02<35:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8007/10186 [2:11:02<35:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8007/10186 [2:11:02<35:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8008/10186 [2:11:05<35:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8008/10186 [2:11:05<35:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8009/10186 [2:11:05<35:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8009/10186 [2:11:05<35:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8010/10186 [2:11:06<35:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8010/10186 [2:11:06<35:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8011/10186 [2:11:06<35:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8011/10186 [2:11:06<35:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8012/10186 [2:11:09<35:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8012/10186 [2:11:09<35:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8013/10186 [2:11:09<35:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8013/10186 [2:11:09<35:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8014/10186 [2:11:10<35:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8014/10186 [2:11:10<35:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8015/10186 [2:11:10<35:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8015/10186 [2:11:10<35:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8016/10186 [2:11:12<35:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8016/10186 [2:11:12<35:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8017/10186 [2:11:13<35:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8017/10186 [2:11:13<35:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8018/10186 [2:11:13<35:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8018/10186 [2:11:13<35:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8019/10186 [2:11:14<35:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8019/10186 [2:11:14<35:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8020/10186 [2:11:16<35:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8020/10186 [2:11:16<35:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8021/10186 [2:11:17<35:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8021/10186 [2:11:17<35:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8022/10186 [2:11:17<35:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8022/10186 [2:11:17<35:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8023/10186 [2:11:18<35:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8023/10186 [2:11:18<35:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8024/10186 [2:11:20<35:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8024/10186 [2:11:20<35:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8025/10186 [2:11:21<35:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8025/10186 [2:11:21<35:22,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8026/10186 [2:11:21<35:21,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  79%|▊| 8026/10186 [2:11:21<35:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8027/10186 [2:11:22<35:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8027/10186 [2:11:22<35:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8028/10186 [2:11:24<35:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8028/10186 [2:11:24<35:19,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8029/10186 [2:11:25<35:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8029/10186 [2:11:25<35:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8030/10186 [2:11:25<35:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8030/10186 [2:11:25<35:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8031/10186 [2:11:26<35:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8031/10186 [2:11:26<35:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8032/10186 [2:11:28<35:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8032/10186 [2:11:28<35:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8033/10186 [2:11:28<35:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8033/10186 [2:11:28<35:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8034/10186 [2:11:29<35:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8034/10186 [2:11:29<35:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8035/10186 [2:11:30<35:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8035/10186 [2:11:30<35:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8036/10186 [2:11:32<35:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8036/10186 [2:11:32<35:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8037/10186 [2:11:32<35:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8037/10186 [2:11:32<35:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8038/10186 [2:11:33<35:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8038/10186 [2:11:33<35:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8039/10186 [2:11:33<35:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8039/10186 [2:11:33<35:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8040/10186 [2:11:36<35:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8040/10186 [2:11:36<35:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8041/10186 [2:11:36<35:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8041/10186 [2:11:36<35:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8042/10186 [2:11:37<35:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8042/10186 [2:11:37<35:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8043/10186 [2:11:37<35:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8043/10186 [2:11:37<35:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8044/10186 [2:11:40<35:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8044/10186 [2:11:40<35:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8045/10186 [2:11:40<35:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8045/10186 [2:11:40<35:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8046/10186 [2:11:41<35:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8046/10186 [2:11:41<35:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8047/10186 [2:11:41<35:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8047/10186 [2:11:41<35:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8048/10186 [2:11:43<34:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8048/10186 [2:11:43<34:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8049/10186 [2:11:44<34:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8049/10186 [2:11:44<34:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8050/10186 [2:11:45<34:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8050/10186 [2:11:45<34:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8051/10186 [2:11:45<34:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8051/10186 [2:11:45<34:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8052/10186 [2:11:47<34:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8052/10186 [2:11:47<34:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8053/10186 [2:11:48<34:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8053/10186 [2:11:48<34:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8054/10186 [2:11:48<34:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8054/10186 [2:11:48<34:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8055/10186 [2:11:49<34:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8055/10186 [2:11:49<34:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8056/10186 [2:11:51<34:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8056/10186 [2:11:51<34:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8057/10186 [2:11:52<34:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8057/10186 [2:11:52<34:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8058/10186 [2:11:52<34:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8058/10186 [2:11:52<34:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8059/10186 [2:11:53<34:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8059/10186 [2:11:53<34:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8060/10186 [2:11:55<34:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8060/10186 [2:11:55<34:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8061/10186 [2:11:56<34:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8061/10186 [2:11:56<34:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8062/10186 [2:11:56<34:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8062/10186 [2:11:56<34:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8063/10186 [2:11:57<34:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8063/10186 [2:11:57<34:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8064/10186 [2:11:59<34:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8064/10186 [2:11:59<34:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8065/10186 [2:12:00<34:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8065/10186 [2:12:00<34:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8066/10186 [2:12:00<34:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8066/10186 [2:12:00<34:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8067/10186 [2:12:01<34:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8067/10186 [2:12:01<34:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8068/10186 [2:12:03<34:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8068/10186 [2:12:03<34:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8069/10186 [2:12:03<34:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8069/10186 [2:12:03<34:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8070/10186 [2:12:04<34:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8070/10186 [2:12:04<34:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8071/10186 [2:12:05<34:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8071/10186 [2:12:05<34:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8072/10186 [2:12:07<34:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8072/10186 [2:12:07<34:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8073/10186 [2:12:07<34:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8073/10186 [2:12:07<34:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8074/10186 [2:12:08<34:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8074/10186 [2:12:08<34:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8075/10186 [2:12:08<34:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8075/10186 [2:12:08<34:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8076/10186 [2:12:11<34:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8076/10186 [2:12:11<34:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8077/10186 [2:12:11<34:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8077/10186 [2:12:11<34:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8078/10186 [2:12:12<34:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8078/10186 [2:12:12<34:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8079/10186 [2:12:12<34:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8079/10186 [2:12:12<34:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8080/10186 [2:12:15<34:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8080/10186 [2:12:15<34:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8081/10186 [2:12:15<34:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8081/10186 [2:12:15<34:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8082/10186 [2:12:16<34:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8082/10186 [2:12:16<34:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8083/10186 [2:12:16<34:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8083/10186 [2:12:16<34:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8084/10186 [2:12:18<34:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8084/10186 [2:12:18<34:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8085/10186 [2:12:19<34:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8085/10186 [2:12:19<34:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8086/10186 [2:12:20<34:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8086/10186 [2:12:20<34:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8087/10186 [2:12:20<34:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8087/10186 [2:12:20<34:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8088/10186 [2:12:22<34:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8088/10186 [2:12:22<34:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8089/10186 [2:12:23<34:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8089/10186 [2:12:23<34:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8090/10186 [2:12:23<34:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8090/10186 [2:12:23<34:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8091/10186 [2:12:24<34:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8091/10186 [2:12:24<34:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8092/10186 [2:12:26<34:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8092/10186 [2:12:26<34:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8093/10186 [2:12:27<34:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8093/10186 [2:12:27<34:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8094/10186 [2:12:27<34:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8094/10186 [2:12:27<34:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8095/10186 [2:12:28<34:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  79%|▊| 8095/10186 [2:12:28<34:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8096/10186 [2:12:30<34:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8096/10186 [2:12:30<34:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 8097/10186 [2:12:31<34:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  79%|▊| 8097/10186 [2:12:31<34:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8098/10186 [2:12:31<34:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8098/10186 [2:12:31<34:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8099/10186 [2:12:32<34:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8099/10186 [2:12:32<34:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8100/10186 [2:12:34<34:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8100/10186 [2:12:34<34:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8101/10186 [2:12:35<34:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8101/10186 [2:12:35<34:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8102/10186 [2:12:35<34:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8102/10186 [2:12:35<34:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8103/10186 [2:12:36<34:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8103/10186 [2:12:36<34:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8104/10186 [2:12:38<34:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8104/10186 [2:12:38<34:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8105/10186 [2:12:38<34:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8105/10186 [2:12:38<34:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8106/10186 [2:12:39<34:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8106/10186 [2:12:39<34:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8107/10186 [2:12:40<34:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8107/10186 [2:12:40<34:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8108/10186 [2:12:42<34:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8108/10186 [2:12:42<34:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8109/10186 [2:12:42<33:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8109/10186 [2:12:42<33:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8110/10186 [2:12:43<33:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8110/10186 [2:12:43<33:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8111/10186 [2:12:43<33:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8111/10186 [2:12:43<33:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8112/10186 [2:12:46<33:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8112/10186 [2:12:46<33:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8113/10186 [2:12:46<33:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8113/10186 [2:12:46<33:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8114/10186 [2:12:47<33:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8114/10186 [2:12:47<33:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8115/10186 [2:12:47<33:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8115/10186 [2:12:47<33:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8116/10186 [2:12:50<33:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8116/10186 [2:12:50<33:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8117/10186 [2:12:50<33:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8117/10186 [2:12:50<33:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8118/10186 [2:12:51<33:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8118/10186 [2:12:51<33:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8119/10186 [2:12:51<33:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8119/10186 [2:12:51<33:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8120/10186 [2:12:53<33:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8120/10186 [2:12:53<33:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8121/10186 [2:12:54<33:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8121/10186 [2:12:54<33:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8122/10186 [2:12:55<33:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8122/10186 [2:12:55<33:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8123/10186 [2:12:55<33:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8123/10186 [2:12:55<33:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8124/10186 [2:12:57<33:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8124/10186 [2:12:57<33:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8125/10186 [2:12:58<33:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8125/10186 [2:12:58<33:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8126/10186 [2:12:58<33:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8126/10186 [2:12:58<33:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8127/10186 [2:12:59<33:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8127/10186 [2:12:59<33:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8128/10186 [2:13:01<33:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8128/10186 [2:13:01<33:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8129/10186 [2:13:02<33:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8129/10186 [2:13:02<33:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8130/10186 [2:13:02<33:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8130/10186 [2:13:02<33:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8131/10186 [2:13:03<33:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8131/10186 [2:13:03<33:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8132/10186 [2:13:05<33:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8132/10186 [2:13:05<33:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8133/10186 [2:13:06<33:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8133/10186 [2:13:06<33:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8134/10186 [2:13:06<33:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8134/10186 [2:13:06<33:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8135/10186 [2:13:07<33:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8135/10186 [2:13:07<33:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8136/10186 [2:13:09<33:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8136/10186 [2:13:09<33:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8137/10186 [2:13:09<33:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8137/10186 [2:13:10<33:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8138/10186 [2:13:10<33:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8138/10186 [2:13:10<33:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8139/10186 [2:13:11<33:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8139/10186 [2:13:11<33:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8140/10186 [2:13:13<33:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8140/10186 [2:13:13<33:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8141/10186 [2:13:13<33:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8141/10186 [2:13:13<33:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8142/10186 [2:13:14<33:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8142/10186 [2:13:14<33:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8143/10186 [2:13:15<33:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8143/10186 [2:13:15<33:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8144/10186 [2:13:17<33:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8144/10186 [2:13:17<33:25,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8145/10186 [2:13:17<33:24,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  80%|▊| 8145/10186 [2:13:17<33:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8146/10186 [2:13:18<33:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8146/10186 [2:13:18<33:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8147/10186 [2:13:18<33:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8147/10186 [2:13:18<33:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8148/10186 [2:13:21<33:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8148/10186 [2:13:21<33:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8149/10186 [2:13:21<33:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8149/10186 [2:13:21<33:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8150/10186 [2:13:22<33:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8150/10186 [2:13:22<33:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8151/10186 [2:13:22<33:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8151/10186 [2:13:22<33:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8152/10186 [2:13:25<33:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8152/10186 [2:13:25<33:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8153/10186 [2:13:25<33:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8153/10186 [2:13:25<33:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8154/10186 [2:13:26<33:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8154/10186 [2:13:26<33:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8155/10186 [2:13:26<33:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8155/10186 [2:13:26<33:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8156/10186 [2:13:28<33:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8156/10186 [2:13:28<33:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8157/10186 [2:13:29<33:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8157/10186 [2:13:29<33:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8158/10186 [2:13:29<33:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8158/10186 [2:13:29<33:11,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8159/10186 [2:13:30<33:10,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  80%|▊| 8159/10186 [2:13:30<33:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8160/10186 [2:13:32<33:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8160/10186 [2:13:32<33:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8161/10186 [2:13:33<33:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8161/10186 [2:13:33<33:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8162/10186 [2:13:33<33:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8162/10186 [2:13:33<33:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8163/10186 [2:13:34<33:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
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+     "text": [
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+      "Epoch 0:  80%|▊| 8163/10186 [2:13:34<33:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8164/10186 [2:13:36<33:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8164/10186 [2:13:36<33:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8165/10186 [2:13:37<33:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8165/10186 [2:13:37<33:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8166/10186 [2:13:37<33:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8166/10186 [2:13:37<33:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8167/10186 [2:13:38<33:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8167/10186 [2:13:38<33:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8168/10186 [2:13:40<33:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8168/10186 [2:13:40<33:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8169/10186 [2:13:41<33:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8169/10186 [2:13:41<33:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8170/10186 [2:13:41<32:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8170/10186 [2:13:41<32:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8171/10186 [2:13:42<32:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8171/10186 [2:13:42<32:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8172/10186 [2:13:44<32:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8172/10186 [2:13:44<32:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8173/10186 [2:13:44<32:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8173/10186 [2:13:44<32:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8174/10186 [2:13:45<32:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8174/10186 [2:13:45<32:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8175/10186 [2:13:46<32:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8175/10186 [2:13:46<32:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8176/10186 [2:13:48<32:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8176/10186 [2:13:48<32:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8177/10186 [2:13:48<32:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8177/10186 [2:13:48<32:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8178/10186 [2:13:49<32:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8178/10186 [2:13:49<32:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8179/10186 [2:13:49<32:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8179/10186 [2:13:49<32:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8180/10186 [2:13:52<32:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8180/10186 [2:13:52<32:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8181/10186 [2:13:52<32:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8181/10186 [2:13:52<32:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8182/10186 [2:13:53<32:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8182/10186 [2:13:53<32:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8183/10186 [2:13:53<32:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8183/10186 [2:13:53<32:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8184/10186 [2:13:56<32:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8184/10186 [2:13:56<32:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8185/10186 [2:13:56<32:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8185/10186 [2:13:56<32:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8186/10186 [2:13:57<32:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8186/10186 [2:13:57<32:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8187/10186 [2:13:57<32:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8187/10186 [2:13:57<32:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8188/10186 [2:13:59<32:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8188/10186 [2:13:59<32:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8189/10186 [2:14:00<32:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8189/10186 [2:14:00<32:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8190/10186 [2:14:01<32:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8190/10186 [2:14:01<32:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8191/10186 [2:14:01<32:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8191/10186 [2:14:01<32:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8192/10186 [2:14:03<32:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8192/10186 [2:14:03<32:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8193/10186 [2:14:04<32:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8193/10186 [2:14:04<32:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8194/10186 [2:14:04<32:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8194/10186 [2:14:04<32:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8195/10186 [2:14:05<32:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8195/10186 [2:14:05<32:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8196/10186 [2:14:07<32:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8196/10186 [2:14:07<32:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8197/10186 [2:14:08<32:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  80%|▊| 8197/10186 [2:14:08<32:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8198/10186 [2:14:08<32:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8198/10186 [2:14:08<32:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 8199/10186 [2:14:09<32:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  80%|▊| 8199/10186 [2:14:09<32:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8200/10186 [2:14:11<32:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8200/10186 [2:14:11<32:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8201/10186 [2:14:12<32:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8201/10186 [2:14:12<32:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8202/10186 [2:14:12<32:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8202/10186 [2:14:12<32:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8203/10186 [2:14:13<32:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8203/10186 [2:14:13<32:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8204/10186 [2:14:15<32:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8204/10186 [2:14:15<32:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8205/10186 [2:14:16<32:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8205/10186 [2:14:16<32:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8206/10186 [2:14:16<32:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8206/10186 [2:14:16<32:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8207/10186 [2:14:17<32:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8207/10186 [2:14:17<32:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8208/10186 [2:14:19<32:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8208/10186 [2:14:19<32:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8209/10186 [2:14:20<32:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8209/10186 [2:14:20<32:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8210/10186 [2:14:20<32:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8210/10186 [2:14:20<32:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8211/10186 [2:14:21<32:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8211/10186 [2:14:21<32:18,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8212/10186 [2:14:23<32:18,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  81%|▊| 8212/10186 [2:14:23<32:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8213/10186 [2:14:23<32:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8213/10186 [2:14:23<32:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8214/10186 [2:14:24<32:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8214/10186 [2:14:24<32:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8215/10186 [2:14:25<32:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8215/10186 [2:14:25<32:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8216/10186 [2:14:27<32:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8216/10186 [2:14:27<32:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8217/10186 [2:14:27<32:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8217/10186 [2:14:27<32:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8218/10186 [2:14:28<32:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8218/10186 [2:14:28<32:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8219/10186 [2:14:28<32:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8219/10186 [2:14:28<32:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8220/10186 [2:14:31<32:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8220/10186 [2:14:31<32:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8221/10186 [2:14:31<32:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8221/10186 [2:14:31<32:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8222/10186 [2:14:32<32:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8222/10186 [2:14:32<32:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8223/10186 [2:14:32<32:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8223/10186 [2:14:32<32:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8224/10186 [2:14:35<32:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8224/10186 [2:14:35<32:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8225/10186 [2:14:35<32:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8225/10186 [2:14:35<32:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8226/10186 [2:14:36<32:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8226/10186 [2:14:36<32:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8227/10186 [2:14:36<32:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8227/10186 [2:14:36<32:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8228/10186 [2:14:38<32:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8228/10186 [2:14:38<32:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8229/10186 [2:14:39<32:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8229/10186 [2:14:39<32:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8230/10186 [2:14:40<32:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8230/10186 [2:14:40<32:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8231/10186 [2:14:40<31:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8231/10186 [2:14:40<31:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8232/10186 [2:14:42<31:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8232/10186 [2:14:42<31:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8233/10186 [2:14:43<31:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8233/10186 [2:14:43<31:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8234/10186 [2:14:43<31:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8234/10186 [2:14:43<31:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8235/10186 [2:14:44<31:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8235/10186 [2:14:44<31:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8236/10186 [2:14:46<31:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8236/10186 [2:14:46<31:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8237/10186 [2:14:47<31:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8237/10186 [2:14:47<31:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8238/10186 [2:14:47<31:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8238/10186 [2:14:47<31:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8239/10186 [2:14:48<31:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8239/10186 [2:14:48<31:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8240/10186 [2:14:50<31:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8240/10186 [2:14:50<31:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8241/10186 [2:14:51<31:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8241/10186 [2:14:51<31:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8242/10186 [2:14:51<31:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8242/10186 [2:14:51<31:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8243/10186 [2:14:52<31:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8243/10186 [2:14:52<31:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8244/10186 [2:14:54<31:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8244/10186 [2:14:54<31:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8245/10186 [2:14:54<31:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8245/10186 [2:14:54<31:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8246/10186 [2:14:55<31:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8246/10186 [2:14:55<31:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8247/10186 [2:14:56<31:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8247/10186 [2:14:56<31:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8248/10186 [2:14:58<31:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8248/10186 [2:14:58<31:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8249/10186 [2:14:58<31:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8249/10186 [2:14:58<31:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8250/10186 [2:14:59<31:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8250/10186 [2:14:59<31:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8251/10186 [2:14:59<31:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8251/10186 [2:14:59<31:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8252/10186 [2:15:02<31:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8252/10186 [2:15:02<31:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8253/10186 [2:15:02<31:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8253/10186 [2:15:02<31:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8254/10186 [2:15:03<31:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8254/10186 [2:15:03<31:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8255/10186 [2:15:03<31:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8255/10186 [2:15:03<31:35,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8256/10186 [2:15:06<31:34,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  81%|▊| 8256/10186 [2:15:06<31:34,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8257/10186 [2:15:06<31:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8257/10186 [2:15:06<31:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8258/10186 [2:15:07<31:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8258/10186 [2:15:07<31:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8259/10186 [2:15:07<31:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8259/10186 [2:15:07<31:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8260/10186 [2:15:09<31:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8260/10186 [2:15:09<31:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8261/10186 [2:15:10<31:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8261/10186 [2:15:10<31:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8262/10186 [2:15:11<31:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8262/10186 [2:15:11<31:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8263/10186 [2:15:11<31:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8263/10186 [2:15:11<31:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8264/10186 [2:15:13<31:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8264/10186 [2:15:13<31:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8265/10186 [2:15:14<31:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8265/10186 [2:15:14<31:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8266/10186 [2:15:14<31:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8266/10186 [2:15:14<31:24,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8267/10186 [2:15:15<31:23,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8267/10186 [2:15:15<31:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8268/10186 [2:15:17<31:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8268/10186 [2:15:17<31:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8269/10186 [2:15:18<31:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8269/10186 [2:15:18<31:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8270/10186 [2:15:18<31:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8270/10186 [2:15:18<31:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8271/10186 [2:15:19<31:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8271/10186 [2:15:19<31:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8272/10186 [2:15:21<31:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8272/10186 [2:15:21<31:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8273/10186 [2:15:22<31:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8273/10186 [2:15:22<31:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8274/10186 [2:15:22<31:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8274/10186 [2:15:22<31:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8275/10186 [2:15:23<31:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8275/10186 [2:15:23<31:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8276/10186 [2:15:25<31:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8276/10186 [2:15:25<31:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8277/10186 [2:15:26<31:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8277/10186 [2:15:26<31:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8278/10186 [2:15:26<31:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8278/10186 [2:15:26<31:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8279/10186 [2:15:27<31:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8279/10186 [2:15:27<31:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8280/10186 [2:15:29<31:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8280/10186 [2:15:29<31:11,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8281/10186 [2:15:29<31:10,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  81%|▊| 8281/10186 [2:15:29<31:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8282/10186 [2:15:30<31:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8282/10186 [2:15:30<31:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8283/10186 [2:15:31<31:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8283/10186 [2:15:31<31:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8284/10186 [2:15:33<31:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8284/10186 [2:15:33<31:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8285/10186 [2:15:33<31:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8285/10186 [2:15:33<31:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8286/10186 [2:15:34<31:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8286/10186 [2:15:34<31:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8287/10186 [2:15:34<31:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8287/10186 [2:15:34<31:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8288/10186 [2:15:37<31:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8288/10186 [2:15:37<31:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8289/10186 [2:15:37<31:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8289/10186 [2:15:37<31:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8290/10186 [2:15:38<31:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  81%|▊| 8290/10186 [2:15:38<31:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8291/10186 [2:15:38<31:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8291/10186 [2:15:38<31:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8292/10186 [2:15:41<30:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8292/10186 [2:15:41<30:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8293/10186 [2:15:41<30:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8293/10186 [2:15:41<30:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8294/10186 [2:15:42<30:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8294/10186 [2:15:42<30:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8295/10186 [2:15:42<30:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8295/10186 [2:15:42<30:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8296/10186 [2:15:44<30:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8296/10186 [2:15:44<30:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8297/10186 [2:15:45<30:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8297/10186 [2:15:45<30:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8298/10186 [2:15:46<30:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8298/10186 [2:15:46<30:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8299/10186 [2:15:46<30:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8299/10186 [2:15:46<30:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8300/10186 [2:15:48<30:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8300/10186 [2:15:48<30:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 8301/10186 [2:15:49<30:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  81%|▊| 8301/10186 [2:15:49<30:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8302/10186 [2:15:49<30:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8302/10186 [2:15:49<30:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8303/10186 [2:15:50<30:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8303/10186 [2:15:50<30:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8304/10186 [2:15:52<30:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8304/10186 [2:15:52<30:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8305/10186 [2:15:53<30:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8305/10186 [2:15:53<30:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8306/10186 [2:15:53<30:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8306/10186 [2:15:53<30:45,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8307/10186 [2:15:54<30:44,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  82%|▊| 8307/10186 [2:15:54<30:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8308/10186 [2:15:56<30:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8308/10186 [2:15:56<30:43,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8309/10186 [2:15:57<30:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8309/10186 [2:15:57<30:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8310/10186 [2:15:57<30:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8310/10186 [2:15:57<30:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8311/10186 [2:15:58<30:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8311/10186 [2:15:58<30:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8312/10186 [2:16:00<30:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8312/10186 [2:16:00<30:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8313/10186 [2:16:01<30:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8313/10186 [2:16:01<30:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8314/10186 [2:16:01<30:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8314/10186 [2:16:01<30:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8315/10186 [2:16:02<30:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8315/10186 [2:16:02<30:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8316/10186 [2:16:04<30:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8316/10186 [2:16:04<30:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8317/10186 [2:16:04<30:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8317/10186 [2:16:04<30:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8318/10186 [2:16:05<30:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8318/10186 [2:16:05<30:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8319/10186 [2:16:06<30:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8319/10186 [2:16:06<30:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8320/10186 [2:16:08<30:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8320/10186 [2:16:08<30:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8321/10186 [2:16:08<30:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8321/10186 [2:16:08<30:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8322/10186 [2:16:09<30:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8322/10186 [2:16:09<30:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8323/10186 [2:16:09<30:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8323/10186 [2:16:09<30:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8324/10186 [2:16:12<30:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8324/10186 [2:16:12<30:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8325/10186 [2:16:12<30:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8325/10186 [2:16:12<30:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8326/10186 [2:16:13<30:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8326/10186 [2:16:13<30:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8327/10186 [2:16:13<30:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8327/10186 [2:16:13<30:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8328/10186 [2:16:16<30:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8328/10186 [2:16:16<30:24,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8329/10186 [2:16:16<30:23,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  82%|▊| 8329/10186 [2:16:16<30:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8330/10186 [2:16:17<30:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8330/10186 [2:16:17<30:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8331/10186 [2:16:17<30:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8331/10186 [2:16:17<30:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8332/10186 [2:16:19<30:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8332/10186 [2:16:19<30:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8333/10186 [2:16:20<30:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8333/10186 [2:16:20<30:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8334/10186 [2:16:21<30:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8334/10186 [2:16:21<30:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8335/10186 [2:16:21<30:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8335/10186 [2:16:21<30:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8336/10186 [2:16:23<30:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8336/10186 [2:16:23<30:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8337/10186 [2:16:24<30:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8337/10186 [2:16:24<30:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8338/10186 [2:16:24<30:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8338/10186 [2:16:24<30:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8339/10186 [2:16:25<30:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8339/10186 [2:16:25<30:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8340/10186 [2:16:27<30:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8340/10186 [2:16:27<30:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8341/10186 [2:16:28<30:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8341/10186 [2:16:28<30:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8342/10186 [2:16:28<30:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8342/10186 [2:16:28<30:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8343/10186 [2:16:29<30:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8343/10186 [2:16:29<30:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8344/10186 [2:16:31<30:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8344/10186 [2:16:31<30:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8345/10186 [2:16:32<30:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8345/10186 [2:16:32<30:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8346/10186 [2:16:32<30:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8346/10186 [2:16:32<30:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8347/10186 [2:16:33<30:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8347/10186 [2:16:33<30:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8348/10186 [2:16:35<30:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8348/10186 [2:16:35<30:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8349/10186 [2:16:36<30:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8349/10186 [2:16:36<30:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8350/10186 [2:16:36<30:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8350/10186 [2:16:36<30:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8351/10186 [2:16:37<30:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8351/10186 [2:16:37<30:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8352/10186 [2:16:39<30:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8352/10186 [2:16:39<30:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8353/10186 [2:16:39<29:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8353/10186 [2:16:39<29:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8354/10186 [2:16:40<29:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8354/10186 [2:16:40<29:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8355/10186 [2:16:41<29:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8355/10186 [2:16:41<29:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8356/10186 [2:16:43<29:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8356/10186 [2:16:43<29:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8357/10186 [2:16:43<29:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8357/10186 [2:16:43<29:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8358/10186 [2:16:44<29:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8358/10186 [2:16:44<29:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8359/10186 [2:16:44<29:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8359/10186 [2:16:44<29:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8360/10186 [2:16:47<29:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8360/10186 [2:16:47<29:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8361/10186 [2:16:47<29:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8361/10186 [2:16:47<29:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8362/10186 [2:16:48<29:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8362/10186 [2:16:48<29:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  82%|▊| 8363/10186 [2:16:48<29:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8363/10186 [2:16:48<29:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8364/10186 [2:16:51<29:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8364/10186 [2:16:51<29:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8365/10186 [2:16:51<29:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8365/10186 [2:16:51<29:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8366/10186 [2:16:52<29:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8366/10186 [2:16:52<29:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8367/10186 [2:16:52<29:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8367/10186 [2:16:52<29:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8368/10186 [2:16:54<29:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8368/10186 [2:16:54<29:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  82%|▊| 8369/10186 [2:16:55<29:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8370/10186 [2:16:56<29:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8370/10186 [2:16:56<29:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8371/10186 [2:16:56<29:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8371/10186 [2:16:56<29:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8372/10186 [2:16:58<29:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8372/10186 [2:16:58<29:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8373/10186 [2:16:59<29:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8373/10186 [2:16:59<29:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8374/10186 [2:16:59<29:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8374/10186 [2:16:59<29:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8375/10186 [2:17:00<29:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8376/10186 [2:17:02<29:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8376/10186 [2:17:02<29:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8377/10186 [2:17:03<29:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8377/10186 [2:17:03<29:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8378/10186 [2:17:03<29:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8378/10186 [2:17:03<29:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8379/10186 [2:17:04<29:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8379/10186 [2:17:04<29:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8380/10186 [2:17:06<29:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8380/10186 [2:17:06<29:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8381/10186 [2:17:07<29:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8381/10186 [2:17:07<29:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8382/10186 [2:17:07<29:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8383/10186 [2:17:08<29:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8383/10186 [2:17:08<29:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8384/10186 [2:17:10<29:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8384/10186 [2:17:10<29:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8385/10186 [2:17:11<29:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8385/10186 [2:17:11<29:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8386/10186 [2:17:11<29:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8386/10186 [2:17:11<29:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8387/10186 [2:17:12<29:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8387/10186 [2:17:12<29:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8388/10186 [2:17:14<29:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8388/10186 [2:17:14<29:25,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8389/10186 [2:17:14<29:24,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  82%|▊| 8389/10186 [2:17:14<29:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8390/10186 [2:17:15<29:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8390/10186 [2:17:15<29:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8391/10186 [2:17:16<29:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8391/10186 [2:17:16<29:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8392/10186 [2:17:18<29:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8392/10186 [2:17:18<29:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8393/10186 [2:17:18<29:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8393/10186 [2:17:18<29:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8394/10186 [2:17:19<29:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8394/10186 [2:17:19<29:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8395/10186 [2:17:19<29:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  82%|▊| 8395/10186 [2:17:19<29:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8396/10186 [2:17:22<29:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8396/10186 [2:17:22<29:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8397/10186 [2:17:22<29:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8397/10186 [2:17:22<29:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8398/10186 [2:17:23<29:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8398/10186 [2:17:23<29:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8399/10186 [2:17:23<29:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8399/10186 [2:17:23<29:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8400/10186 [2:17:26<29:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8400/10186 [2:17:26<29:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8401/10186 [2:17:26<29:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8401/10186 [2:17:26<29:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8402/10186 [2:17:27<29:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8402/10186 [2:17:27<29:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 8403/10186 [2:17:27<29:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  82%|▊| 8403/10186 [2:17:27<29:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8404/10186 [2:17:29<29:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8404/10186 [2:17:29<29:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8405/10186 [2:17:30<29:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8405/10186 [2:17:30<29:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8406/10186 [2:17:31<29:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8406/10186 [2:17:31<29:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8407/10186 [2:17:31<29:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8407/10186 [2:17:31<29:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8408/10186 [2:17:33<29:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8408/10186 [2:17:33<29:05,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8409/10186 [2:17:34<29:04,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8409/10186 [2:17:34<29:04,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8410/10186 [2:17:34<29:03,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  83%|▊| 8410/10186 [2:17:34<29:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8411/10186 [2:17:35<29:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8411/10186 [2:17:35<29:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8412/10186 [2:17:37<29:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8412/10186 [2:17:37<29:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8413/10186 [2:17:38<29:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8413/10186 [2:17:38<29:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8414/10186 [2:17:38<28:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8414/10186 [2:17:38<28:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8415/10186 [2:17:39<28:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8415/10186 [2:17:39<28:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8416/10186 [2:17:41<28:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8416/10186 [2:17:41<28:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8417/10186 [2:17:42<28:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8417/10186 [2:17:42<28:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8418/10186 [2:17:42<28:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8418/10186 [2:17:42<28:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8419/10186 [2:17:43<28:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8419/10186 [2:17:43<28:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8420/10186 [2:17:45<28:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8420/10186 [2:17:45<28:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8421/10186 [2:17:46<28:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8421/10186 [2:17:46<28:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8422/10186 [2:17:46<28:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8422/10186 [2:17:46<28:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8423/10186 [2:17:47<28:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8423/10186 [2:17:47<28:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8424/10186 [2:17:49<28:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8424/10186 [2:17:49<28:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8425/10186 [2:17:49<28:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8425/10186 [2:17:49<28:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8426/10186 [2:17:50<28:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8426/10186 [2:17:50<28:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8427/10186 [2:17:51<28:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8427/10186 [2:17:51<28:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8428/10186 [2:17:53<28:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8428/10186 [2:17:53<28:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8429/10186 [2:17:53<28:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8429/10186 [2:17:53<28:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8430/10186 [2:17:54<28:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8430/10186 [2:17:54<28:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8431/10186 [2:17:54<28:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8431/10186 [2:17:54<28:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8432/10186 [2:17:57<28:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8432/10186 [2:17:57<28:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8433/10186 [2:17:57<28:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8433/10186 [2:17:57<28:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8434/10186 [2:17:58<28:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8434/10186 [2:17:58<28:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8435/10186 [2:17:58<28:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8435/10186 [2:17:58<28:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8436/10186 [2:18:01<28:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8436/10186 [2:18:01<28:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8437/10186 [2:18:01<28:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8437/10186 [2:18:01<28:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8438/10186 [2:18:02<28:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8438/10186 [2:18:02<28:35,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8439/10186 [2:18:02<28:34,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  83%|▊| 8439/10186 [2:18:02<28:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8440/10186 [2:18:04<28:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8440/10186 [2:18:04<28:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8441/10186 [2:18:05<28:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8441/10186 [2:18:05<28:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8442/10186 [2:18:06<28:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8442/10186 [2:18:06<28:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8443/10186 [2:18:06<28:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8443/10186 [2:18:06<28:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8444/10186 [2:18:08<28:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8444/10186 [2:18:08<28:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8445/10186 [2:18:09<28:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8445/10186 [2:18:09<28:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8446/10186 [2:18:09<28:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8446/10186 [2:18:09<28:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8447/10186 [2:18:10<28:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8447/10186 [2:18:10<28:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8448/10186 [2:18:12<28:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8448/10186 [2:18:12<28:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8449/10186 [2:18:13<28:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8449/10186 [2:18:13<28:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8450/10186 [2:18:13<28:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8450/10186 [2:18:13<28:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8451/10186 [2:18:14<28:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8451/10186 [2:18:14<28:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8452/10186 [2:18:16<28:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8452/10186 [2:18:16<28:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8453/10186 [2:18:17<28:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8453/10186 [2:18:17<28:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8454/10186 [2:18:17<28:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8454/10186 [2:18:17<28:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8455/10186 [2:18:18<28:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8455/10186 [2:18:18<28:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8456/10186 [2:18:20<28:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8456/10186 [2:18:20<28:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8457/10186 [2:18:21<28:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8457/10186 [2:18:21<28:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8458/10186 [2:18:21<28:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8458/10186 [2:18:21<28:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8459/10186 [2:18:22<28:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8459/10186 [2:18:22<28:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8460/10186 [2:18:24<28:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8460/10186 [2:18:24<28:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8461/10186 [2:18:24<28:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8461/10186 [2:18:24<28:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8462/10186 [2:18:25<28:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8462/10186 [2:18:25<28:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8463/10186 [2:18:26<28:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8463/10186 [2:18:26<28:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8464/10186 [2:18:28<28:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8464/10186 [2:18:28<28:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8465/10186 [2:18:28<28:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8465/10186 [2:18:28<28:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8466/10186 [2:18:29<28:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8466/10186 [2:18:29<28:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8467/10186 [2:18:29<28:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8467/10186 [2:18:29<28:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8468/10186 [2:18:32<28:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8468/10186 [2:18:32<28:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8469/10186 [2:18:32<28:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8469/10186 [2:18:32<28:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8470/10186 [2:18:33<28:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8470/10186 [2:18:33<28:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8471/10186 [2:18:33<28:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8471/10186 [2:18:33<28:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8472/10186 [2:18:36<28:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8472/10186 [2:18:36<28:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8473/10186 [2:18:36<28:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8473/10186 [2:18:36<28:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8474/10186 [2:18:37<28:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8474/10186 [2:18:37<28:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8475/10186 [2:18:37<27:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8475/10186 [2:18:37<27:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8476/10186 [2:18:39<27:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8476/10186 [2:18:39<27:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8477/10186 [2:18:40<27:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8477/10186 [2:18:40<27:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8478/10186 [2:18:41<27:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8478/10186 [2:18:41<27:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8479/10186 [2:18:41<27:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8479/10186 [2:18:41<27:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8480/10186 [2:18:43<27:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8480/10186 [2:18:43<27:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8481/10186 [2:18:44<27:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8481/10186 [2:18:44<27:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8482/10186 [2:18:44<27:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8482/10186 [2:18:44<27:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8483/10186 [2:18:45<27:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8483/10186 [2:18:45<27:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8484/10186 [2:18:47<27:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8484/10186 [2:18:47<27:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8485/10186 [2:18:48<27:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8485/10186 [2:18:48<27:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8486/10186 [2:18:48<27:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8486/10186 [2:18:48<27:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8487/10186 [2:18:49<27:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8487/10186 [2:18:49<27:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8488/10186 [2:18:51<27:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8488/10186 [2:18:51<27:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8489/10186 [2:18:52<27:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8489/10186 [2:18:52<27:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8490/10186 [2:18:52<27:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8490/10186 [2:18:52<27:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8491/10186 [2:18:53<27:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  83%|▊| 8491/10186 [2:18:53<27:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8492/10186 [2:18:55<27:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8492/10186 [2:18:55<27:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8493/10186 [2:18:56<27:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8493/10186 [2:18:56<27:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8494/10186 [2:18:56<27:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8494/10186 [2:18:56<27:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8495/10186 [2:18:57<27:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8495/10186 [2:18:57<27:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8496/10186 [2:18:59<27:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8496/10186 [2:18:59<27:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8497/10186 [2:18:59<27:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8497/10186 [2:18:59<27:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8498/10186 [2:19:00<27:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8498/10186 [2:19:00<27:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8499/10186 [2:19:01<27:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8499/10186 [2:19:01<27:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8500/10186 [2:19:03<27:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8500/10186 [2:19:03<27:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8501/10186 [2:19:03<27:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8501/10186 [2:19:03<27:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8502/10186 [2:19:04<27:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8502/10186 [2:19:04<27:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8503/10186 [2:19:04<27:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8503/10186 [2:19:04<27:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8504/10186 [2:19:07<27:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8504/10186 [2:19:07<27:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 8505/10186 [2:19:07<27:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  83%|▊| 8505/10186 [2:19:07<27:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8506/10186 [2:19:08<27:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8506/10186 [2:19:08<27:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8507/10186 [2:19:08<27:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8507/10186 [2:19:08<27:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8508/10186 [2:19:11<27:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8508/10186 [2:19:11<27:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8509/10186 [2:19:11<27:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8509/10186 [2:19:11<27:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8510/10186 [2:19:12<27:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8510/10186 [2:19:12<27:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8511/10186 [2:19:12<27:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8511/10186 [2:19:12<27:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8512/10186 [2:19:14<27:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8512/10186 [2:19:14<27:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8513/10186 [2:19:15<27:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8513/10186 [2:19:15<27:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8514/10186 [2:19:16<27:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8514/10186 [2:19:16<27:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8515/10186 [2:19:16<27:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8515/10186 [2:19:16<27:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8516/10186 [2:19:18<27:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8516/10186 [2:19:18<27:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8517/10186 [2:19:19<27:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8517/10186 [2:19:19<27:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8518/10186 [2:19:19<27:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8518/10186 [2:19:19<27:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8519/10186 [2:19:20<27:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8519/10186 [2:19:20<27:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8520/10186 [2:19:22<27:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8520/10186 [2:19:22<27:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8521/10186 [2:19:23<27:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8521/10186 [2:19:23<27:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8522/10186 [2:19:23<27:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8522/10186 [2:19:23<27:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8523/10186 [2:19:24<27:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8523/10186 [2:19:24<27:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8524/10186 [2:19:26<27:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8524/10186 [2:19:26<27:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8525/10186 [2:19:27<27:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8525/10186 [2:19:27<27:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8526/10186 [2:19:27<27:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8526/10186 [2:19:27<27:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8527/10186 [2:19:28<27:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8527/10186 [2:19:28<27:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8528/10186 [2:19:30<27:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8528/10186 [2:19:30<27:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8529/10186 [2:19:31<27:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8529/10186 [2:19:31<27:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8530/10186 [2:19:31<27:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8530/10186 [2:19:31<27:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8531/10186 [2:19:32<27:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8531/10186 [2:19:32<27:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8532/10186 [2:19:34<27:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8532/10186 [2:19:34<27:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8533/10186 [2:19:34<27:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8533/10186 [2:19:34<27:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8534/10186 [2:19:35<27:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8534/10186 [2:19:35<27:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8535/10186 [2:19:36<27:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8535/10186 [2:19:36<27:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8536/10186 [2:19:38<26:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8536/10186 [2:19:38<26:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8537/10186 [2:19:38<26:58,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8537/10186 [2:19:38<26:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8538/10186 [2:19:39<26:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8538/10186 [2:19:39<26:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8539/10186 [2:19:39<26:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8539/10186 [2:19:39<26:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8540/10186 [2:19:42<26:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8540/10186 [2:19:42<26:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8541/10186 [2:19:42<26:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8541/10186 [2:19:42<26:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8542/10186 [2:19:43<26:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8542/10186 [2:19:43<26:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8543/10186 [2:19:43<26:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8543/10186 [2:19:43<26:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8544/10186 [2:19:46<26:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8544/10186 [2:19:46<26:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8545/10186 [2:19:46<26:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8545/10186 [2:19:46<26:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8546/10186 [2:19:47<26:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8546/10186 [2:19:47<26:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8547/10186 [2:19:47<26:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8547/10186 [2:19:47<26:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8548/10186 [2:19:49<26:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8548/10186 [2:19:49<26:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8549/10186 [2:19:50<26:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8549/10186 [2:19:50<26:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8550/10186 [2:19:51<26:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8550/10186 [2:19:51<26:45,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8551/10186 [2:19:51<26:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8551/10186 [2:19:51<26:44,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8552/10186 [2:19:53<26:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8552/10186 [2:19:53<26:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8553/10186 [2:19:54<26:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8553/10186 [2:19:54<26:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8554/10186 [2:19:54<26:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8554/10186 [2:19:54<26:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8555/10186 [2:19:55<26:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8555/10186 [2:19:55<26:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8556/10186 [2:19:57<26:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8556/10186 [2:19:57<26:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8557/10186 [2:19:58<26:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8557/10186 [2:19:58<26:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8558/10186 [2:19:58<26:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8558/10186 [2:19:58<26:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8559/10186 [2:19:59<26:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8559/10186 [2:19:59<26:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8560/10186 [2:20:01<26:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8560/10186 [2:20:01<26:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8561/10186 [2:20:02<26:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8561/10186 [2:20:02<26:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8562/10186 [2:20:02<26:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8562/10186 [2:20:02<26:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8563/10186 [2:20:03<26:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8563/10186 [2:20:03<26:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8564/10186 [2:20:05<26:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8564/10186 [2:20:05<26:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8565/10186 [2:20:06<26:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8565/10186 [2:20:06<26:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8566/10186 [2:20:06<26:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8566/10186 [2:20:06<26:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8567/10186 [2:20:07<26:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8567/10186 [2:20:07<26:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8568/10186 [2:20:09<26:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8568/10186 [2:20:09<26:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8569/10186 [2:20:09<26:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8569/10186 [2:20:09<26:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8570/10186 [2:20:10<26:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8570/10186 [2:20:10<26:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8571/10186 [2:20:11<26:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8571/10186 [2:20:11<26:24,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8572/10186 [2:20:13<26:24,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  84%|▊| 8572/10186 [2:20:13<26:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8573/10186 [2:20:13<26:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8573/10186 [2:20:13<26:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8574/10186 [2:20:14<26:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8574/10186 [2:20:14<26:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8575/10186 [2:20:14<26:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8575/10186 [2:20:14<26:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8576/10186 [2:20:17<26:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8576/10186 [2:20:17<26:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8577/10186 [2:20:17<26:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8577/10186 [2:20:17<26:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8578/10186 [2:20:18<26:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8578/10186 [2:20:18<26:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8579/10186 [2:20:18<26:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8579/10186 [2:20:18<26:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8580/10186 [2:20:21<26:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8580/10186 [2:20:21<26:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8581/10186 [2:20:21<26:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8581/10186 [2:20:21<26:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8582/10186 [2:20:22<26:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8582/10186 [2:20:22<26:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8583/10186 [2:20:22<26:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8583/10186 [2:20:22<26:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8584/10186 [2:20:24<26:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8584/10186 [2:20:24<26:12,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8585/10186 [2:20:25<26:11,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8585/10186 [2:20:25<26:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8586/10186 [2:20:26<26:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8586/10186 [2:20:26<26:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8587/10186 [2:20:26<26:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8587/10186 [2:20:26<26:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8588/10186 [2:20:28<26:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8588/10186 [2:20:28<26:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8589/10186 [2:20:29<26:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8589/10186 [2:20:29<26:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8590/10186 [2:20:29<26:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8590/10186 [2:20:29<26:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8591/10186 [2:20:30<26:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8591/10186 [2:20:30<26:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8592/10186 [2:20:32<26:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8592/10186 [2:20:32<26:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8593/10186 [2:20:33<26:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8593/10186 [2:20:33<26:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8594/10186 [2:20:33<26:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8594/10186 [2:20:33<26:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8595/10186 [2:20:34<26:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8595/10186 [2:20:34<26:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8596/10186 [2:20:36<26:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8596/10186 [2:20:36<26:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8597/10186 [2:20:37<25:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8597/10186 [2:20:37<25:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8598/10186 [2:20:37<25:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8598/10186 [2:20:37<25:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8599/10186 [2:20:38<25:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8599/10186 [2:20:38<25:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8600/10186 [2:20:40<25:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8600/10186 [2:20:40<25:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8601/10186 [2:20:41<25:55,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  84%|▊| 8601/10186 [2:20:41<25:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8602/10186 [2:20:41<25:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8602/10186 [2:20:41<25:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8603/10186 [2:20:42<25:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8603/10186 [2:20:42<25:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8604/10186 [2:20:44<25:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8604/10186 [2:20:44<25:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8605/10186 [2:20:44<25:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8605/10186 [2:20:44<25:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8606/10186 [2:20:45<25:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8606/10186 [2:20:45<25:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 8607/10186 [2:20:46<25:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  84%|▊| 8607/10186 [2:20:46<25:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8608/10186 [2:20:48<25:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8608/10186 [2:20:48<25:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8609/10186 [2:20:48<25:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8609/10186 [2:20:48<25:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8610/10186 [2:20:49<25:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8610/10186 [2:20:49<25:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8611/10186 [2:20:49<25:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8611/10186 [2:20:49<25:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8612/10186 [2:20:52<25:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8612/10186 [2:20:52<25:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8613/10186 [2:20:52<25:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8613/10186 [2:20:52<25:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8614/10186 [2:20:53<25:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8614/10186 [2:20:53<25:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8615/10186 [2:20:53<25:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8615/10186 [2:20:53<25:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8616/10186 [2:20:56<25:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8616/10186 [2:20:56<25:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8617/10186 [2:20:56<25:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8617/10186 [2:20:56<25:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8618/10186 [2:20:57<25:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8618/10186 [2:20:57<25:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8619/10186 [2:20:57<25:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8619/10186 [2:20:57<25:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8620/10186 [2:20:59<25:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8620/10186 [2:20:59<25:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8621/10186 [2:21:00<25:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8621/10186 [2:21:00<25:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8622/10186 [2:21:01<25:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8622/10186 [2:21:01<25:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8623/10186 [2:21:01<25:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8623/10186 [2:21:01<25:33,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8624/10186 [2:21:03<25:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8624/10186 [2:21:03<25:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8625/10186 [2:21:04<25:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8625/10186 [2:21:04<25:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8626/10186 [2:21:04<25:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8626/10186 [2:21:04<25:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8627/10186 [2:21:05<25:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8627/10186 [2:21:05<25:29,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8628/10186 [2:21:07<25:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8628/10186 [2:21:07<25:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8629/10186 [2:21:08<25:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8629/10186 [2:21:08<25:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8630/10186 [2:21:08<25:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8630/10186 [2:21:08<25:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8631/10186 [2:21:09<25:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8631/10186 [2:21:09<25:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8632/10186 [2:21:11<25:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8632/10186 [2:21:11<25:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8633/10186 [2:21:12<25:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|���| 8633/10186 [2:21:12<25:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8634/10186 [2:21:12<25:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8634/10186 [2:21:12<25:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8635/10186 [2:21:13<25:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8635/10186 [2:21:13<25:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8636/10186 [2:21:15<25:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8636/10186 [2:21:15<25:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8637/10186 [2:21:15<25:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8637/10186 [2:21:15<25:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8638/10186 [2:21:16<25:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8638/10186 [2:21:16<25:19,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8639/10186 [2:21:17<25:18,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  85%|▊| 8639/10186 [2:21:17<25:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8640/10186 [2:21:19<25:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8640/10186 [2:21:19<25:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8641/10186 [2:21:19<25:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8641/10186 [2:21:19<25:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8642/10186 [2:21:20<25:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8642/10186 [2:21:20<25:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8643/10186 [2:21:20<25:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8643/10186 [2:21:20<25:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8644/10186 [2:21:23<25:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8644/10186 [2:21:23<25:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8645/10186 [2:21:23<25:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8645/10186 [2:21:23<25:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8646/10186 [2:21:24<25:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8646/10186 [2:21:24<25:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8647/10186 [2:21:24<25:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8647/10186 [2:21:24<25:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8648/10186 [2:21:27<25:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8648/10186 [2:21:27<25:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8649/10186 [2:21:27<25:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8649/10186 [2:21:27<25:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8650/10186 [2:21:28<25:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8650/10186 [2:21:28<25:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8651/10186 [2:21:28<25:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8651/10186 [2:21:28<25:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8652/10186 [2:21:30<25:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8652/10186 [2:21:30<25:05,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8653/10186 [2:21:31<25:04,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  85%|▊| 8653/10186 [2:21:31<25:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8654/10186 [2:21:32<25:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8654/10186 [2:21:32<25:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8655/10186 [2:21:32<25:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8655/10186 [2:21:32<25:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8656/10186 [2:21:34<25:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8656/10186 [2:21:34<25:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8657/10186 [2:21:35<25:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8657/10186 [2:21:35<25:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8658/10186 [2:21:35<24:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8658/10186 [2:21:35<24:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8659/10186 [2:21:36<24:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8659/10186 [2:21:36<24:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8660/10186 [2:21:38<24:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8660/10186 [2:21:38<24:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8661/10186 [2:21:39<24:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8661/10186 [2:21:39<24:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8662/10186 [2:21:39<24:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8662/10186 [2:21:39<24:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8663/10186 [2:21:40<24:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8663/10186 [2:21:40<24:54,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8664/10186 [2:21:42<24:53,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  85%|▊| 8664/10186 [2:21:42<24:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8665/10186 [2:21:43<24:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8665/10186 [2:21:43<24:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8666/10186 [2:21:43<24:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8666/10186 [2:21:43<24:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8667/10186 [2:21:44<24:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8667/10186 [2:21:44<24:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8668/10186 [2:21:46<24:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8668/10186 [2:21:46<24:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8669/10186 [2:21:47<24:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8669/10186 [2:21:47<24:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8670/10186 [2:21:47<24:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8670/10186 [2:21:47<24:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8671/10186 [2:21:48<24:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8671/10186 [2:21:48<24:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8672/10186 [2:21:50<24:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8672/10186 [2:21:50<24:45,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8673/10186 [2:21:50<24:44,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  85%|▊| 8673/10186 [2:21:50<24:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8674/10186 [2:21:51<24:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8674/10186 [2:21:51<24:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8675/10186 [2:21:52<24:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8675/10186 [2:21:52<24:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8676/10186 [2:21:54<24:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8676/10186 [2:21:54<24:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8677/10186 [2:21:54<24:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8677/10186 [2:21:54<24:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8678/10186 [2:21:55<24:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8678/10186 [2:21:55<24:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8679/10186 [2:21:55<24:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8679/10186 [2:21:55<24:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8680/10186 [2:21:58<24:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8680/10186 [2:21:58<24:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8681/10186 [2:21:58<24:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8681/10186 [2:21:58<24:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8682/10186 [2:21:59<24:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8682/10186 [2:21:59<24:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8683/10186 [2:21:59<24:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8683/10186 [2:21:59<24:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8684/10186 [2:22:02<24:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8684/10186 [2:22:02<24:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8685/10186 [2:22:02<24:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8685/10186 [2:22:02<24:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8686/10186 [2:22:03<24:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8686/10186 [2:22:03<24:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8687/10186 [2:22:03<24:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8687/10186 [2:22:03<24:30,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8688/10186 [2:22:05<24:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8688/10186 [2:22:05<24:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8689/10186 [2:22:06<24:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8689/10186 [2:22:06<24:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8690/10186 [2:22:07<24:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8690/10186 [2:22:07<24:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8691/10186 [2:22:07<24:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8691/10186 [2:22:07<24:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8692/10186 [2:22:09<24:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8692/10186 [2:22:09<24:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8693/10186 [2:22:10<24:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8693/10186 [2:22:10<24:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8694/10186 [2:22:10<24:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  85%|▊| 8694/10186 [2:22:10<24:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8695/10186 [2:22:11<24:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8695/10186 [2:22:11<24:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8696/10186 [2:22:13<24:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8696/10186 [2:22:13<24:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8697/10186 [2:22:14<24:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8697/10186 [2:22:14<24:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8698/10186 [2:22:14<24:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8698/10186 [2:22:14<24:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8699/10186 [2:22:15<24:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8699/10186 [2:22:15<24:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8700/10186 [2:22:17<24:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8700/10186 [2:22:17<24:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8701/10186 [2:22:18<24:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8701/10186 [2:22:18<24:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8702/10186 [2:22:18<24:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8702/10186 [2:22:18<24:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8703/10186 [2:22:19<24:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8703/10186 [2:22:19<24:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8704/10186 [2:22:21<24:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8704/10186 [2:22:21<24:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8705/10186 [2:22:22<24:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8705/10186 [2:22:22<24:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8706/10186 [2:22:22<24:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8706/10186 [2:22:22<24:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8707/10186 [2:22:23<24:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8707/10186 [2:22:23<24:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8708/10186 [2:22:25<24:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8708/10186 [2:22:25<24:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 8709/10186 [2:22:25<24:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  85%|▊| 8709/10186 [2:22:25<24:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8710/10186 [2:22:26<24:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8710/10186 [2:22:26<24:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8711/10186 [2:22:27<24:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8711/10186 [2:22:27<24:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8712/10186 [2:22:29<24:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8712/10186 [2:22:29<24:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8713/10186 [2:22:29<24:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8713/10186 [2:22:29<24:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8714/10186 [2:22:30<24:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8714/10186 [2:22:30<24:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8715/10186 [2:22:30<24:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  86%|▊| 8715/10186 [2:22:30<24:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8716/10186 [2:22:33<24:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8716/10186 [2:22:33<24:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8717/10186 [2:22:33<24:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8717/10186 [2:22:33<24:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8718/10186 [2:22:34<24:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  86%|▊| 8718/10186 [2:22:34<24:00,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8719/10186 [2:22:34<23:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  86%|▊| 8719/10186 [2:22:34<23:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8720/10186 [2:22:37<23:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8720/10186 [2:22:37<23:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8721/10186 [2:22:37<23:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8721/10186 [2:22:37<23:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8722/10186 [2:22:38<23:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8722/10186 [2:22:38<23:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8723/10186 [2:22:38<23:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8723/10186 [2:22:38<23:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8724/10186 [2:22:40<23:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8724/10186 [2:22:40<23:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8725/10186 [2:22:41<23:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8725/10186 [2:22:41<23:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8726/10186 [2:22:42<23:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8726/10186 [2:22:42<23:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8727/10186 [2:22:42<23:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8727/10186 [2:22:42<23:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8728/10186 [2:22:44<23:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8728/10186 [2:22:44<23:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8729/10186 [2:22:45<23:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8729/10186 [2:22:45<23:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8730/10186 [2:22:45<23:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8730/10186 [2:22:45<23:48,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8731/10186 [2:22:46<23:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  86%|▊| 8731/10186 [2:22:46<23:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8732/10186 [2:22:48<23:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8732/10186 [2:22:48<23:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8733/10186 [2:22:49<23:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8733/10186 [2:22:49<23:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8734/10186 [2:22:49<23:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8734/10186 [2:22:49<23:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8735/10186 [2:22:50<23:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8735/10186 [2:22:50<23:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8736/10186 [2:22:52<23:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8736/10186 [2:22:52<23:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8737/10186 [2:22:53<23:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8737/10186 [2:22:53<23:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8738/10186 [2:22:53<23:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8738/10186 [2:22:53<23:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8739/10186 [2:22:54<23:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8739/10186 [2:22:54<23:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8740/10186 [2:22:56<23:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  86%|▊| 8740/10186 [2:22:56<23:38,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8741/10186 [2:22:57<23:37,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  86%|▊| 8741/10186 [2:22:57<23:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8742/10186 [2:22:57<23:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8742/10186 [2:22:57<23:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8743/10186 [2:22:58<23:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8743/10186 [2:22:58<23:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8744/10186 [2:23:00<23:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8744/10186 [2:23:00<23:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8745/10186 [2:23:00<23:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8745/10186 [2:23:00<23:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8746/10186 [2:23:01<23:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8746/10186 [2:23:01<23:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8747/10186 [2:23:02<23:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8747/10186 [2:23:02<23:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8748/10186 [2:23:04<23:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8748/10186 [2:23:04<23:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8749/10186 [2:23:04<23:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8749/10186 [2:23:04<23:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8750/10186 [2:23:05<23:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8750/10186 [2:23:05<23:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8751/10186 [2:23:05<23:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8751/10186 [2:23:05<23:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8752/10186 [2:23:08<23:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8752/10186 [2:23:08<23:27,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8753/10186 [2:23:08<23:26,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  86%|▊| 8753/10186 [2:23:08<23:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8754/10186 [2:23:09<23:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8754/10186 [2:23:09<23:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8755/10186 [2:23:09<23:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8755/10186 [2:23:09<23:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8756/10186 [2:23:12<23:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8756/10186 [2:23:12<23:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8757/10186 [2:23:12<23:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8757/10186 [2:23:12<23:22,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8758/10186 [2:23:13<23:21,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  86%|▊| 8758/10186 [2:23:13<23:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8759/10186 [2:23:13<23:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8759/10186 [2:23:13<23:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8760/10186 [2:23:15<23:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8760/10186 [2:23:15<23:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8761/10186 [2:23:16<23:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8761/10186 [2:23:16<23:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8762/10186 [2:23:17<23:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8762/10186 [2:23:17<23:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  86%|▊| 8763/10186 [2:23:17<23:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8763/10186 [2:23:17<23:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8764/10186 [2:23:19<23:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8764/10186 [2:23:19<23:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8765/10186 [2:23:20<23:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8765/10186 [2:23:20<23:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8766/10186 [2:23:20<23:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8766/10186 [2:23:20<23:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8767/10186 [2:23:21<23:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8767/10186 [2:23:21<23:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8768/10186 [2:23:23<23:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8768/10186 [2:23:23<23:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8769/10186 [2:23:24<23:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8769/10186 [2:23:24<23:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8770/10186 [2:23:24<23:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8770/10186 [2:23:24<23:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8771/10186 [2:23:25<23:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8771/10186 [2:23:25<23:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8772/10186 [2:23:27<23:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8772/10186 [2:23:27<23:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8773/10186 [2:23:28<23:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8773/10186 [2:23:28<23:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8774/10186 [2:23:28<23:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8774/10186 [2:23:28<23:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8775/10186 [2:23:29<23:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8775/10186 [2:23:29<23:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  86%|▊| 8776/10186 [2:23:31<23:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8776/10186 [2:23:31<23:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  86%|▊| 8777/10186 [2:23:32<23:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8777/10186 [2:23:32<23:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8778/10186 [2:23:32<23:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8778/10186 [2:23:32<23:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8779/10186 [2:23:33<23:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8780/10186 [2:23:35<22:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8780/10186 [2:23:35<22:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8781/10186 [2:23:35<22:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8781/10186 [2:23:35<22:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8782/10186 [2:23:36<22:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8783/10186 [2:23:37<22:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8784/10186 [2:23:39<22:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8785/10186 [2:23:39<22:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8786/10186 [2:23:40<22:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8787/10186 [2:23:40<22:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8788/10186 [2:23:43<22:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8789/10186 [2:23:43<22:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8790/10186 [2:23:44<22:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8791/10186 [2:23:44<22:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8792/10186 [2:23:47<22:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8793/10186 [2:23:47<22:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8793/10186 [2:23:47<22:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8794/10186 [2:23:48<22:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8794/10186 [2:23:48<22:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8795/10186 [2:23:48<22:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8795/10186 [2:23:48<22:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8796/10186 [2:23:50<22:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8796/10186 [2:23:50<22:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8797/10186 [2:23:51<22:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8797/10186 [2:23:51<22:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8798/10186 [2:23:52<22:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8798/10186 [2:23:52<22:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8799/10186 [2:23:52<22:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8799/10186 [2:23:52<22:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8800/10186 [2:23:54<22:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8800/10186 [2:23:54<22:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8801/10186 [2:23:55<22:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  86%|▊| 8801/10186 [2:23:55<22:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8802/10186 [2:23:55<22:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8802/10186 [2:23:55<22:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8803/10186 [2:23:56<22:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  86%|▊| 8803/10186 [2:23:56<22:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8804/10186 [2:23:58<22:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8804/10186 [2:23:58<22:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8805/10186 [2:23:59<22:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8805/10186 [2:23:59<22:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8806/10186 [2:23:59<22:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8806/10186 [2:23:59<22:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8807/10186 [2:24:00<22:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8807/10186 [2:24:00<22:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8808/10186 [2:24:02<22:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  86%|▊| 8808/10186 [2:24:02<22:32,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8809/10186 [2:24:03<22:31,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8809/10186 [2:24:03<22:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 8810/10186 [2:24:03<22:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8811/10186 [2:24:04<22:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8812/10186 [2:24:06<22:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  87%|▊| 8812/10186 [2:24:06<22:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8813/10186 [2:24:07<22:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8813/10186 [2:24:07<22:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8814/10186 [2:24:07<22:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8814/10186 [2:24:07<22:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8815/10186 [2:24:08<22:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8815/10186 [2:24:08<22:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8816/10186 [2:24:10<22:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8816/10186 [2:24:10<22:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8817/10186 [2:24:10<22:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8817/10186 [2:24:10<22:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8818/10186 [2:24:11<22:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8818/10186 [2:24:11<22:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8819/10186 [2:24:12<22:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8819/10186 [2:24:12<22:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8820/10186 [2:24:14<22:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8820/10186 [2:24:14<22:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8821/10186 [2:24:14<22:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8821/10186 [2:24:14<22:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8822/10186 [2:24:15<22:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8822/10186 [2:24:15<22:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8823/10186 [2:24:15<22:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8823/10186 [2:24:15<22:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8824/10186 [2:24:18<22:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8824/10186 [2:24:18<22:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8825/10186 [2:24:18<22:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8825/10186 [2:24:18<22:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8826/10186 [2:24:19<22:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8826/10186 [2:24:19<22:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8827/10186 [2:24:19<22:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8827/10186 [2:24:19<22:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8828/10186 [2:24:22<22:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8828/10186 [2:24:22<22:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8829/10186 [2:24:22<22:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8829/10186 [2:24:22<22:11,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8830/10186 [2:24:23<22:10,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  87%|▊| 8830/10186 [2:24:23<22:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8831/10186 [2:24:23<22:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8831/10186 [2:24:23<22:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8832/10186 [2:24:25<22:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  87%|▊| 8832/10186 [2:24:25<22:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8833/10186 [2:24:26<22:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8833/10186 [2:24:26<22:07,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8834/10186 [2:24:27<22:06,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  87%|▊| 8834/10186 [2:24:27<22:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8835/10186 [2:24:27<22:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8835/10186 [2:24:27<22:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8836/10186 [2:24:29<22:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8836/10186 [2:24:29<22:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8837/10186 [2:24:30<22:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8837/10186 [2:24:30<22:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8838/10186 [2:24:30<22:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8838/10186 [2:24:30<22:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8839/10186 [2:24:31<22:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8839/10186 [2:24:31<22:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8840/10186 [2:24:33<22:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8840/10186 [2:24:33<22:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8841/10186 [2:24:34<21:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8841/10186 [2:24:34<21:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8842/10186 [2:24:34<21:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8842/10186 [2:24:34<21:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8843/10186 [2:24:35<21:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8843/10186 [2:24:35<21:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8844/10186 [2:24:37<21:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8844/10186 [2:24:37<21:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8845/10186 [2:24:38<21:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8845/10186 [2:24:38<21:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8846/10186 [2:24:38<21:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8846/10186 [2:24:38<21:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8847/10186 [2:24:39<21:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8847/10186 [2:24:39<21:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8848/10186 [2:24:41<21:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8848/10186 [2:24:41<21:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8849/10186 [2:24:42<21:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8849/10186 [2:24:42<21:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8850/10186 [2:24:42<21:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8850/10186 [2:24:42<21:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8851/10186 [2:24:43<21:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8851/10186 [2:24:43<21:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8852/10186 [2:24:45<21:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8852/10186 [2:24:45<21:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8853/10186 [2:24:45<21:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8853/10186 [2:24:45<21:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8854/10186 [2:24:46<21:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8854/10186 [2:24:46<21:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8855/10186 [2:24:47<21:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  87%|▊| 8855/10186 [2:24:47<21:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8856/10186 [2:24:49<21:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8856/10186 [2:24:49<21:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8857/10186 [2:24:49<21:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8857/10186 [2:24:49<21:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8858/10186 [2:24:50<21:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8858/10186 [2:24:50<21:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8859/10186 [2:24:50<21:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8859/10186 [2:24:50<21:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8860/10186 [2:24:53<21:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8860/10186 [2:24:53<21:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8861/10186 [2:24:53<21:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8861/10186 [2:24:53<21:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8862/10186 [2:24:54<21:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8862/10186 [2:24:54<21:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8863/10186 [2:24:54<21:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8863/10186 [2:24:54<21:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8864/10186 [2:24:57<21:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8864/10186 [2:24:57<21:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8865/10186 [2:24:57<21:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8865/10186 [2:24:57<21:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8866/10186 [2:24:58<21:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8866/10186 [2:24:58<21:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8867/10186 [2:24:58<21:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8867/10186 [2:24:58<21:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8868/10186 [2:25:00<21:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8868/10186 [2:25:00<21:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8869/10186 [2:25:01<21:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8869/10186 [2:25:01<21:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8870/10186 [2:25:02<21:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8870/10186 [2:25:02<21:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8871/10186 [2:25:02<21:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8871/10186 [2:25:02<21:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8872/10186 [2:25:04<21:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8872/10186 [2:25:04<21:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8873/10186 [2:25:05<21:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8873/10186 [2:25:05<21:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8874/10186 [2:25:05<21:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8874/10186 [2:25:05<21:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8875/10186 [2:25:06<21:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8875/10186 [2:25:06<21:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8876/10186 [2:25:08<21:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8876/10186 [2:25:08<21:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8877/10186 [2:25:09<21:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8877/10186 [2:25:09<21:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8878/10186 [2:25:09<21:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8878/10186 [2:25:09<21:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8879/10186 [2:25:10<21:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8879/10186 [2:25:10<21:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8880/10186 [2:25:12<21:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8880/10186 [2:25:12<21:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8881/10186 [2:25:13<21:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  87%|▊| 8881/10186 [2:25:13<21:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8882/10186 [2:25:13<21:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8882/10186 [2:25:13<21:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8883/10186 [2:25:14<21:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8883/10186 [2:25:14<21:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8884/10186 [2:25:16<21:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8884/10186 [2:25:16<21:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8885/10186 [2:25:17<21:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8885/10186 [2:25:17<21:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8886/10186 [2:25:17<21:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8886/10186 [2:25:17<21:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8887/10186 [2:25:18<21:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8887/10186 [2:25:18<21:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8888/10186 [2:25:20<21:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8888/10186 [2:25:20<21:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8889/10186 [2:25:20<21:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8889/10186 [2:25:20<21:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8890/10186 [2:25:21<21:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8890/10186 [2:25:21<21:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8891/10186 [2:25:21<21:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8891/10186 [2:25:21<21:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8892/10186 [2:25:24<21:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8892/10186 [2:25:24<21:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8893/10186 [2:25:24<21:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8893/10186 [2:25:24<21:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8894/10186 [2:25:25<21:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8894/10186 [2:25:25<21:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8895/10186 [2:25:25<21:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8895/10186 [2:25:25<21:06,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8896/10186 [2:25:28<21:05,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  87%|▊| 8896/10186 [2:25:28<21:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8897/10186 [2:25:28<21:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8897/10186 [2:25:28<21:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8898/10186 [2:25:29<21:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8898/10186 [2:25:29<21:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8899/10186 [2:25:29<21:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8899/10186 [2:25:29<21:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8900/10186 [2:25:31<21:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8900/10186 [2:25:31<21:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8901/10186 [2:25:32<21:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8901/10186 [2:25:32<21:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8902/10186 [2:25:33<20:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8902/10186 [2:25:33<20:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8903/10186 [2:25:33<20:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8903/10186 [2:25:33<20:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8904/10186 [2:25:35<20:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8904/10186 [2:25:35<20:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8905/10186 [2:25:36<20:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8905/10186 [2:25:36<20:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8906/10186 [2:25:36<20:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8906/10186 [2:25:36<20:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8907/10186 [2:25:37<20:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8907/10186 [2:25:37<20:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8908/10186 [2:25:39<20:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8908/10186 [2:25:39<20:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8909/10186 [2:25:40<20:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8909/10186 [2:25:40<20:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8910/10186 [2:25:40<20:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  87%|▊| 8910/10186 [2:25:40<20:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8911/10186 [2:25:41<20:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8911/10186 [2:25:41<20:50,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 8912/10186 [2:25:43<20:49,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  87%|▊| 8912/10186 [2:25:43<20:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8913/10186 [2:25:44<20:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8913/10186 [2:25:44<20:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8914/10186 [2:25:44<20:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8914/10186 [2:25:44<20:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8915/10186 [2:25:45<20:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8915/10186 [2:25:45<20:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8916/10186 [2:25:47<20:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8916/10186 [2:25:47<20:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8917/10186 [2:25:48<20:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8917/10186 [2:25:48<20:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8918/10186 [2:25:48<20:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8918/10186 [2:25:48<20:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8919/10186 [2:25:49<20:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8919/10186 [2:25:49<20:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8920/10186 [2:25:51<20:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8920/10186 [2:25:51<20:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8921/10186 [2:25:51<20:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8921/10186 [2:25:51<20:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8922/10186 [2:25:52<20:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8922/10186 [2:25:52<20:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8923/10186 [2:25:53<20:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8923/10186 [2:25:53<20:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8924/10186 [2:25:55<20:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8924/10186 [2:25:55<20:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8925/10186 [2:25:55<20:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8925/10186 [2:25:55<20:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8926/10186 [2:25:56<20:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8926/10186 [2:25:56<20:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8927/10186 [2:25:56<20:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8927/10186 [2:25:56<20:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8928/10186 [2:25:59<20:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8928/10186 [2:25:59<20:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8929/10186 [2:25:59<20:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8929/10186 [2:25:59<20:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8930/10186 [2:26:00<20:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8930/10186 [2:26:00<20:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8931/10186 [2:26:00<20:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8931/10186 [2:26:00<20:31,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8932/10186 [2:26:03<20:30,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  88%|▉| 8932/10186 [2:26:03<20:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8933/10186 [2:26:03<20:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8933/10186 [2:26:03<20:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8934/10186 [2:26:04<20:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8934/10186 [2:26:04<20:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8935/10186 [2:26:04<20:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8935/10186 [2:26:04<20:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8936/10186 [2:26:06<20:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8936/10186 [2:26:06<20:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8937/10186 [2:26:07<20:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8937/10186 [2:26:07<20:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8938/10186 [2:26:08<20:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8938/10186 [2:26:08<20:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8939/10186 [2:26:08<20:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8939/10186 [2:26:08<20:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8940/10186 [2:26:10<20:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8940/10186 [2:26:10<20:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8941/10186 [2:26:11<20:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8941/10186 [2:26:11<20:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8942/10186 [2:26:11<20:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8942/10186 [2:26:11<20:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8943/10186 [2:26:12<20:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8943/10186 [2:26:12<20:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8944/10186 [2:26:14<20:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8944/10186 [2:26:14<20:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8945/10186 [2:26:15<20:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8945/10186 [2:26:15<20:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8946/10186 [2:26:15<20:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8946/10186 [2:26:15<20:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8947/10186 [2:26:16<20:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8947/10186 [2:26:16<20:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8948/10186 [2:26:18<20:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8948/10186 [2:26:18<20:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8949/10186 [2:26:19<20:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8949/10186 [2:26:19<20:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8950/10186 [2:26:19<20:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8950/10186 [2:26:19<20:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8951/10186 [2:26:20<20:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8951/10186 [2:26:20<20:11,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8952/10186 [2:26:22<20:10,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  88%|▉| 8952/10186 [2:26:22<20:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8953/10186 [2:26:23<20:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8953/10186 [2:26:23<20:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8954/10186 [2:26:23<20:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8954/10186 [2:26:23<20:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8955/10186 [2:26:24<20:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8955/10186 [2:26:24<20:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8956/10186 [2:26:26<20:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8956/10186 [2:26:26<20:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8957/10186 [2:26:26<20:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8957/10186 [2:26:26<20:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8958/10186 [2:26:27<20:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8958/10186 [2:26:27<20:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8959/10186 [2:26:28<20:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8959/10186 [2:26:28<20:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8960/10186 [2:26:30<20:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8960/10186 [2:26:30<20:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8961/10186 [2:26:30<20:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8961/10186 [2:26:30<20:01,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8962/10186 [2:26:31<20:00,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  88%|▉| 8962/10186 [2:26:31<20:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8963/10186 [2:26:31<19:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8963/10186 [2:26:31<19:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8964/10186 [2:26:34<19:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8964/10186 [2:26:34<19:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8965/10186 [2:26:34<19:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8965/10186 [2:26:34<19:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8966/10186 [2:26:35<19:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8966/10186 [2:26:35<19:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8967/10186 [2:26:35<19:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8967/10186 [2:26:35<19:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8968/10186 [2:26:38<19:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8968/10186 [2:26:38<19:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8969/10186 [2:26:38<19:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  88%|▉| 8969/10186 [2:26:38<19:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8970/10186 [2:26:39<19:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8970/10186 [2:26:39<19:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8971/10186 [2:26:39<19:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8971/10186 [2:26:39<19:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8972/10186 [2:26:41<19:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8972/10186 [2:26:41<19:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8973/10186 [2:26:42<19:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8973/10186 [2:26:42<19:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8974/10186 [2:26:43<19:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8974/10186 [2:26:43<19:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8975/10186 [2:26:43<19:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8975/10186 [2:26:43<19:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8976/10186 [2:26:45<19:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8976/10186 [2:26:45<19:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8977/10186 [2:26:46<19:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  88%|▉| 8977/10186 [2:26:46<19:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8978/10186 [2:26:46<19:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8978/10186 [2:26:46<19:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8979/10186 [2:26:47<19:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8979/10186 [2:26:47<19:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8980/10186 [2:26:49<19:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8980/10186 [2:26:49<19:43,  1.02it/s, v_num=0gjq, train/loss=1."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8981/10186 [2:26:50<19:42,  1.02it/s, v_num=0gjq, train/loss=1.\r",
+      "Epoch 0:  88%|▉| 8981/10186 [2:26:50<19:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8982/10186 [2:26:50<19:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8982/10186 [2:26:50<19:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8983/10186 [2:26:51<19:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8983/10186 [2:26:51<19:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8984/10186 [2:26:53<19:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8984/10186 [2:26:53<19:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8985/10186 [2:26:54<19:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8985/10186 [2:26:54<19:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8986/10186 [2:26:54<19:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  88%|▉| 8986/10186 [2:26:54<19:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8987/10186 [2:26:55<19:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8987/10186 [2:26:55<19:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8988/10186 [2:26:57<19:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  88%|▉| 8988/10186 [2:26:57<19:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8989/10186 [2:26:58<19:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8989/10186 [2:26:58<19:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8990/10186 [2:26:58<19:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8990/10186 [2:26:58<19:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8991/10186 [2:26:59<19:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8991/10186 [2:26:59<19:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8992/10186 [2:27:01<19:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8992/10186 [2:27:01<19:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8993/10186 [2:27:01<19:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8993/10186 [2:27:01<19:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8994/10186 [2:27:02<19:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8994/10186 [2:27:02<19:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8995/10186 [2:27:03<19:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8995/10186 [2:27:03<19:28,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8996/10186 [2:27:05<19:27,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  88%|▉| 8996/10186 [2:27:05<19:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8997/10186 [2:27:05<19:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8997/10186 [2:27:05<19:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8998/10186 [2:27:06<19:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8998/10186 [2:27:06<19:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 8999/10186 [2:27:06<19:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 8999/10186 [2:27:06<19:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9000/10186 [2:27:09<19:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9000/10186 [2:27:09<19:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9001/10186 [2:27:17<19:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9001/10186 [2:27:17<19:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9002/10186 [2:27:18<19:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9002/10186 [2:27:18<19:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9003/10186 [2:27:18<19:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  88%|▉| 9003/10186 [2:27:18<19:21,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9004/10186 [2:27:20<19:20,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  88%|▉| 9004/10186 [2:27:20<19:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9005/10186 [2:27:21<19:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9005/10186 [2:27:21<19:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9006/10186 [2:27:21<19:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9006/10186 [2:27:21<19:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9007/10186 [2:27:22<19:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9007/10186 [2:27:22<19:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9008/10186 [2:27:24<19:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9008/10186 [2:27:24<19:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9009/10186 [2:27:25<19:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9009/10186 [2:27:25<19:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9010/10186 [2:27:25<19:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9010/10186 [2:27:25<19:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9011/10186 [2:27:26<19:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9011/10186 [2:27:26<19:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9012/10186 [2:27:28<19:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9012/10186 [2:27:28<19:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9013/10186 [2:27:29<19:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9013/10186 [2:27:29<19:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 9014/10186 [2:27:29<19:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  88%|▉| 9014/10186 [2:27:29<19:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9015/10186 [2:27:30<19:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9015/10186 [2:27:30<19:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9016/10186 [2:27:32<19:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9016/10186 [2:27:32<19:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9017/10186 [2:27:33<19:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9017/10186 [2:27:33<19:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9018/10186 [2:27:33<19:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9018/10186 [2:27:33<19:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9019/10186 [2:27:34<19:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9019/10186 [2:27:34<19:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9020/10186 [2:27:36<19:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9020/10186 [2:27:36<19:04,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9021/10186 [2:27:36<19:03,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9021/10186 [2:27:36<19:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9022/10186 [2:27:37<19:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9022/10186 [2:27:37<19:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9023/10186 [2:27:38<19:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9023/10186 [2:27:38<19:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9024/10186 [2:27:40<19:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9024/10186 [2:27:40<19:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9025/10186 [2:27:40<18:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9025/10186 [2:27:40<18:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9026/10186 [2:27:41<18:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9026/10186 [2:27:41<18:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9027/10186 [2:27:41<18:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9027/10186 [2:27:41<18:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9028/10186 [2:27:44<18:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9028/10186 [2:27:44<18:56,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9029/10186 [2:27:44<18:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9029/10186 [2:27:44<18:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9030/10186 [2:27:45<18:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9030/10186 [2:27:45<18:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9031/10186 [2:27:45<18:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9031/10186 [2:27:45<18:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9032/10186 [2:27:48<18:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9032/10186 [2:27:48<18:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9033/10186 [2:27:48<18:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9033/10186 [2:27:48<18:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9034/10186 [2:27:49<18:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9034/10186 [2:27:49<18:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9035/10186 [2:27:49<18:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9035/10186 [2:27:49<18:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9036/10186 [2:27:51<18:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9036/10186 [2:27:51<18:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9037/10186 [2:27:52<18:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9037/10186 [2:27:52<18:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9038/10186 [2:27:53<18:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9038/10186 [2:27:53<18:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9039/10186 [2:27:53<18:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9039/10186 [2:27:53<18:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9040/10186 [2:27:55<18:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9040/10186 [2:27:55<18:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9041/10186 [2:27:56<18:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9041/10186 [2:27:56<18:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9042/10186 [2:27:56<18:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9042/10186 [2:27:56<18:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9043/10186 [2:27:57<18:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9043/10186 [2:27:57<18:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9044/10186 [2:27:59<18:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9044/10186 [2:27:59<18:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9045/10186 [2:28:00<18:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9045/10186 [2:28:00<18:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9046/10186 [2:28:00<18:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9046/10186 [2:28:00<18:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9047/10186 [2:28:01<18:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9047/10186 [2:28:01<18:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9048/10186 [2:28:03<18:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9048/10186 [2:28:03<18:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9049/10186 [2:28:04<18:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9049/10186 [2:28:04<18:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9050/10186 [2:28:04<18:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9050/10186 [2:28:04<18:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9051/10186 [2:28:05<18:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9051/10186 [2:28:05<18:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9052/10186 [2:28:07<18:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9052/10186 [2:28:07<18:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9053/10186 [2:28:08<18:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9053/10186 [2:28:08<18:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9054/10186 [2:28:08<18:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9054/10186 [2:28:08<18:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9055/10186 [2:28:09<18:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9055/10186 [2:28:09<18:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9056/10186 [2:28:11<18:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9056/10186 [2:28:11<18:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9057/10186 [2:28:11<18:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9057/10186 [2:28:11<18:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9058/10186 [2:28:12<18:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9058/10186 [2:28:12<18:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9059/10186 [2:28:13<18:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9059/10186 [2:28:13<18:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9060/10186 [2:28:15<18:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9060/10186 [2:28:15<18:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9061/10186 [2:28:15<18:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9061/10186 [2:28:15<18:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9062/10186 [2:28:16<18:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9062/10186 [2:28:16<18:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9063/10186 [2:28:16<18:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9063/10186 [2:28:16<18:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9064/10186 [2:28:19<18:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9064/10186 [2:28:19<18:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9065/10186 [2:28:19<18:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9065/10186 [2:28:19<18:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9066/10186 [2:28:20<18:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9066/10186 [2:28:20<18:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9067/10186 [2:28:20<18:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9067/10186 [2:28:20<18:18,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9068/10186 [2:28:23<18:17,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9068/10186 [2:28:23<18:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9069/10186 [2:28:23<18:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9069/10186 [2:28:23<18:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9070/10186 [2:28:24<18:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9070/10186 [2:28:24<18:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9071/10186 [2:28:24<18:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9071/10186 [2:28:24<18:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9072/10186 [2:28:26<18:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9072/10186 [2:28:26<18:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9073/10186 [2:28:27<18:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9073/10186 [2:28:27<18:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9074/10186 [2:28:27<18:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9074/10186 [2:28:27<18:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9075/10186 [2:28:28<18:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9075/10186 [2:28:28<18:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9076/10186 [2:28:30<18:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9076/10186 [2:28:30<18:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9077/10186 [2:28:31<18:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9077/10186 [2:28:31<18:08,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9078/10186 [2:28:31<18:07,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  89%|▉| 9078/10186 [2:28:31<18:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9079/10186 [2:28:32<18:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9079/10186 [2:28:32<18:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9080/10186 [2:28:34<18:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9080/10186 [2:28:34<18:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9081/10186 [2:28:35<18:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9081/10186 [2:28:35<18:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9082/10186 [2:28:35<18:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9082/10186 [2:28:35<18:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9083/10186 [2:28:36<18:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9083/10186 [2:28:36<18:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9084/10186 [2:28:38<18:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9085/10186 [2:28:39<18:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9086/10186 [2:28:39<17:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9086/10186 [2:28:39<17:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9087/10186 [2:28:40<17:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9088/10186 [2:28:42<17:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9089/10186 [2:28:42<17:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9090/10186 [2:28:43<17:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9091/10186 [2:28:44<17:54,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  89%|▉| 9091/10186 [2:28:44<17:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9092/10186 [2:28:46<17:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9092/10186 [2:28:46<17:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9093/10186 [2:28:46<17:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9093/10186 [2:28:46<17:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9094/10186 [2:28:47<17:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9094/10186 [2:28:47<17:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9095/10186 [2:28:47<17:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9095/10186 [2:28:47<17:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9096/10186 [2:28:50<17:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9096/10186 [2:28:50<17:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9097/10186 [2:28:50<17:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9097/10186 [2:28:50<17:49,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9098/10186 [2:28:51<17:48,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  89%|▉| 9098/10186 [2:28:51<17:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9099/10186 [2:28:51<17:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9099/10186 [2:28:51<17:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9100/10186 [2:28:54<17:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9100/10186 [2:28:54<17:46,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9101/10186 [2:28:54<17:45,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9101/10186 [2:28:54<17:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9102/10186 [2:28:55<17:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9102/10186 [2:28:55<17:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9103/10186 [2:28:55<17:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9103/10186 [2:28:55<17:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9104/10186 [2:28:57<17:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9104/10186 [2:28:57<17:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9105/10186 [2:28:58<17:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9105/10186 [2:28:58<17:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9106/10186 [2:28:59<17:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9106/10186 [2:28:59<17:40,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9107/10186 [2:28:59<17:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9107/10186 [2:28:59<17:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9108/10186 [2:29:01<17:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9108/10186 [2:29:01<17:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9109/10186 [2:29:02<17:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9109/10186 [2:29:02<17:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9110/10186 [2:29:02<17:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9111/10186 [2:29:03<17:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9111/10186 [2:29:03<17:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9112/10186 [2:29:05<17:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9113/10186 [2:29:06<17:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9114/10186 [2:29:06<17:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9114/10186 [2:29:06<17:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9115/10186 [2:29:07<17:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  89%|▉| 9115/10186 [2:29:07<17:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 9116/10186 [2:29:09<17:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  89%|▉| 9116/10186 [2:29:09<17:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9117/10186 [2:29:10<17:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9117/10186 [2:29:10<17:29,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9118/10186 [2:29:10<17:28,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  90%|▉| 9118/10186 [2:29:10<17:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9119/10186 [2:29:11<17:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9120/10186 [2:29:13<17:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9121/10186 [2:29:14<17:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9121/10186 [2:29:14<17:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9122/10186 [2:29:14<17:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9122/10186 [2:29:14<17:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9123/10186 [2:29:15<17:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9123/10186 [2:29:15<17:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9124/10186 [2:29:17<17:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  90%|▉| 9124/10186 [2:29:17<17:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9125/10186 [2:29:17<17:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9125/10186 [2:29:17<17:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9126/10186 [2:29:18<17:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9127/10186 [2:29:19<17:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9128/10186 [2:29:21<17:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9128/10186 [2:29:21<17:18,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9129/10186 [2:29:21<17:17,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  90%|▉| 9129/10186 [2:29:21<17:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9130/10186 [2:29:22<17:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9131/10186 [2:29:22<17:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9132/10186 [2:29:25<17:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9133/10186 [2:29:25<17:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9134/10186 [2:29:26<17:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9135/10186 [2:29:26<17:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9136/10186 [2:29:29<17:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9137/10186 [2:29:29<17:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9138/10186 [2:29:30<17:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9139/10186 [2:29:30<17:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9140/10186 [2:29:32<17:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9141/10186 [2:29:33<17:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9142/10186 [2:29:34<17:04,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9143/10186 [2:29:34<17:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9143/10186 [2:29:34<17:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9144/10186 [2:29:36<17:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9145/10186 [2:29:37<17:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9146/10186 [2:29:37<17:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9147/10186 [2:29:38<16:59,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9148/10186 [2:29:40<16:59,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9149/10186 [2:29:41<16:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9150/10186 [2:29:41<16:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9151/10186 [2:29:42<16:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9152/10186 [2:29:44<16:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9153/10186 [2:29:45<16:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9154/10186 [2:29:45<16:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9155/10186 [2:29:46<16:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9156/10186 [2:29:48<16:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9157/10186 [2:29:49<16:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9158/10186 [2:29:49<16:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9159/10186 [2:29:50<16:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9160/10186 [2:29:52<16:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
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+      "Epoch 0:  90%|▉| 9161/10186 [2:29:52<16:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
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+    {
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+      "Epoch 0:  90%|▉| 9162/10186 [2:29:53<16:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
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+      "Epoch 0:  90%|▉| 9163/10186 [2:29:54<16:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
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+      "Epoch 0:  90%|▉| 9164/10186 [2:29:56<16:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+      "Epoch 0:  90%|▉| 9165/10186 [2:29:56<16:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
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+     ]
+    },
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+     ]
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+      "Epoch 0:  90%|▉| 9167/10186 [2:29:57<16:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
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+     ]
+    },
+    {
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+      "Epoch 0:  90%|▉| 9168/10186 [2:30:00<16:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
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+     "text": [
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+      "Epoch 0:  90%|▉| 9169/10186 [2:30:00<16:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9170/10186 [2:30:01<16:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9171/10186 [2:30:01<16:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9172/10186 [2:30:04<16:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9173/10186 [2:30:04<16:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9174/10186 [2:30:05<16:33,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9175/10186 [2:30:05<16:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9175/10186 [2:30:05<16:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9176/10186 [2:30:07<16:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9177/10186 [2:30:08<16:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9178/10186 [2:30:09<16:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  90%|▉| 9179/10186 [2:30:09<16:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9180/10186 [2:30:11<16:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9181/10186 [2:30:12<16:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9182/10186 [2:30:12<16:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9183/10186 [2:30:13<16:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9184/10186 [2:30:15<16:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9185/10186 [2:30:16<16:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9186/10186 [2:30:16<16:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9187/10186 [2:30:17<16:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9188/10186 [2:30:19<16:19,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9189/10186 [2:30:20<16:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9190/10186 [2:30:20<16:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9191/10186 [2:30:21<16:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9192/10186 [2:30:23<16:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9193/10186 [2:30:24<16:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9194/10186 [2:30:24<16:13,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9195/10186 [2:30:25<16:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9196/10186 [2:30:27<16:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9197/10186 [2:30:27<16:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9197/10186 [2:30:27<16:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9198/10186 [2:30:28<16:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9199/10186 [2:30:29<16:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9200/10186 [2:30:31<16:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9201/10186 [2:30:31<16:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9202/10186 [2:30:32<16:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9203/10186 [2:30:32<16:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9203/10186 [2:30:32<16:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9204/10186 [2:30:35<16:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9204/10186 [2:30:35<16:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9205/10186 [2:30:35<16:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9206/10186 [2:30:36<16:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9207/10186 [2:30:36<16:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9208/10186 [2:30:39<16:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9209/10186 [2:30:39<15:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9209/10186 [2:30:39<15:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9210/10186 [2:30:40<15:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9210/10186 [2:30:40<15:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9211/10186 [2:30:40<15:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9211/10186 [2:30:40<15:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9212/10186 [2:30:42<15:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9212/10186 [2:30:42<15:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9213/10186 [2:30:43<15:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9213/10186 [2:30:43<15:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9214/10186 [2:30:44<15:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9214/10186 [2:30:44<15:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9215/10186 [2:30:44<15:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  90%|▉| 9215/10186 [2:30:44<15:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9216/10186 [2:30:46<15:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9216/10186 [2:30:46<15:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9217/10186 [2:30:47<15:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9217/10186 [2:30:47<15:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 9218/10186 [2:30:47<15:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  90%|▉| 9218/10186 [2:30:47<15:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9219/10186 [2:30:48<15:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9219/10186 [2:30:48<15:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9220/10186 [2:30:50<15:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9220/10186 [2:30:50<15:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9221/10186 [2:30:51<15:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9221/10186 [2:30:51<15:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9222/10186 [2:30:51<15:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9222/10186 [2:30:51<15:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9223/10186 [2:30:52<15:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9223/10186 [2:30:52<15:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9224/10186 [2:30:54<15:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9224/10186 [2:30:54<15:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9225/10186 [2:30:55<15:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9225/10186 [2:30:55<15:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9226/10186 [2:30:55<15:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9226/10186 [2:30:55<15:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9227/10186 [2:30:56<15:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9227/10186 [2:30:56<15:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9228/10186 [2:30:58<15:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9228/10186 [2:30:58<15:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9229/10186 [2:30:59<15:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9230/10186 [2:30:59<15:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9231/10186 [2:31:00<15:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9232/10186 [2:31:02<15:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9233/10186 [2:31:02<15:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  91%|▉| 9233/10186 [2:31:02<15:35,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9234/10186 [2:31:03<15:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  91%|▉| 9234/10186 [2:31:03<15:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9235/10186 [2:31:04<15:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9236/10186 [2:31:06<15:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9237/10186 [2:31:06<15:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9238/10186 [2:31:07<15:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9239/10186 [2:31:07<15:29,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9240/10186 [2:31:10<15:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9241/10186 [2:31:10<15:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9241/10186 [2:31:10<15:27,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9242/10186 [2:31:11<15:26,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  91%|▉| 9242/10186 [2:31:11<15:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9243/10186 [2:31:11<15:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9244/10186 [2:31:14<15:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9245/10186 [2:31:14<15:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9245/10186 [2:31:14<15:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9246/10186 [2:31:15<15:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9246/10186 [2:31:15<15:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9247/10186 [2:31:15<15:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9247/10186 [2:31:15<15:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9248/10186 [2:31:17<15:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9248/10186 [2:31:17<15:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9249/10186 [2:31:18<15:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9249/10186 [2:31:18<15:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9250/10186 [2:31:18<15:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9250/10186 [2:31:18<15:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9251/10186 [2:31:19<15:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9251/10186 [2:31:19<15:17,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9252/10186 [2:31:21<15:16,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  91%|▉| 9252/10186 [2:31:21<15:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9253/10186 [2:31:22<15:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9253/10186 [2:31:22<15:15,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9254/10186 [2:31:22<15:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  91%|▉| 9254/10186 [2:31:22<15:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9255/10186 [2:31:23<15:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9255/10186 [2:31:23<15:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9256/10186 [2:31:25<15:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9256/10186 [2:31:25<15:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9257/10186 [2:31:26<15:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9257/10186 [2:31:26<15:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9258/10186 [2:31:26<15:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9259/10186 [2:31:27<15:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+      "Epoch 0:  91%|▉| 9260/10186 [2:31:29<15:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9261/10186 [2:31:30<15:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9261/10186 [2:31:30<15:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9262/10186 [2:31:30<15:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9263/10186 [2:31:31<15:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9264/10186 [2:31:33<15:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9265/10186 [2:31:33<15:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9266/10186 [2:31:34<15:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9267/10186 [2:31:35<15:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9268/10186 [2:31:37<15:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9269/10186 [2:31:37<15:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9270/10186 [2:31:38<14:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9271/10186 [2:31:38<14:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9272/10186 [2:31:41<14:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9273/10186 [2:31:41<14:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9274/10186 [2:31:42<14:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9275/10186 [2:31:42<14:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9276/10186 [2:31:45<14:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9277/10186 [2:31:45<14:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9278/10186 [2:31:46<14:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9279/10186 [2:31:46<14:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9280/10186 [2:31:48<14:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9281/10186 [2:31:49<14:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9282/10186 [2:31:50<14:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9283/10186 [2:31:50<14:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9284/10186 [2:31:52<14:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9285/10186 [2:31:53<14:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9286/10186 [2:31:53<14:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9287/10186 [2:31:54<14:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9288/10186 [2:31:56<14:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9289/10186 [2:31:57<14:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9290/10186 [2:31:57<14:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9291/10186 [2:31:58<14:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9292/10186 [2:32:00<14:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9292/10186 [2:32:00<14:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9293/10186 [2:32:01<14:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9294/10186 [2:32:01<14:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9295/10186 [2:32:02<14:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9296/10186 [2:32:04<14:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9297/10186 [2:32:05<14:32,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9298/10186 [2:32:05<14:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9299/10186 [2:32:06<14:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9300/10186 [2:32:08<14:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9301/10186 [2:32:08<14:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9302/10186 [2:32:09<14:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9303/10186 [2:32:10<14:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9304/10186 [2:32:12<14:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9304/10186 [2:32:12<14:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9305/10186 [2:32:12<14:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9306/10186 [2:32:13<14:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9307/10186 [2:32:13<14:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  91%|▉| 9308/10186 [2:32:16<14:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9309/10186 [2:32:16<14:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9309/10186 [2:32:16<14:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9310/10186 [2:32:17<14:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9310/10186 [2:32:17<14:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9311/10186 [2:32:17<14:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9311/10186 [2:32:17<14:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9312/10186 [2:32:20<14:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9313/10186 [2:32:20<14:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9314/10186 [2:32:21<14:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9315/10186 [2:32:21<14:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9316/10186 [2:32:23<14:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9317/10186 [2:32:24<14:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  91%|▉| 9317/10186 [2:32:24<14:12,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9318/10186 [2:32:25<14:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9319/10186 [2:32:25<14:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 9320/10186 [2:32:27<14:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9321/10186 [2:32:28<14:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  92%|▉| 9321/10186 [2:32:28<14:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9322/10186 [2:32:28<14:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9323/10186 [2:32:29<14:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9324/10186 [2:32:31<14:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9325/10186 [2:32:32<14:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9326/10186 [2:32:32<14:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9327/10186 [2:32:33<14:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9328/10186 [2:32:35<14:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9329/10186 [2:32:36<14:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9330/10186 [2:32:36<14:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9331/10186 [2:32:37<13:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9332/10186 [2:32:39<13:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9332/10186 [2:32:39<13:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9333/10186 [2:32:40<13:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9334/10186 [2:32:40<13:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9335/10186 [2:32:41<13:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9336/10186 [2:32:43<13:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9337/10186 [2:32:43<13:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9338/10186 [2:32:44<13:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9339/10186 [2:32:45<13:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9340/10186 [2:32:47<13:50,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9341/10186 [2:32:47<13:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9342/10186 [2:32:48<13:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9343/10186 [2:32:48<13:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9344/10186 [2:32:51<13:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9345/10186 [2:32:51<13:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9346/10186 [2:32:52<13:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9347/10186 [2:32:52<13:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9348/10186 [2:32:55<13:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9349/10186 [2:32:55<13:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  92%|▉| 9349/10186 [2:32:55<13:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9350/10186 [2:32:56<13:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9351/10186 [2:32:56<13:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9352/10186 [2:32:58<13:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9353/10186 [2:32:59<13:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9354/10186 [2:33:00<13:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9355/10186 [2:33:00<13:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9356/10186 [2:33:02<13:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9357/10186 [2:33:03<13:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9358/10186 [2:33:03<13:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9359/10186 [2:33:04<13:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9360/10186 [2:33:06<13:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9361/10186 [2:33:07<13:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9362/10186 [2:33:07<13:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9363/10186 [2:33:08<13:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9364/10186 [2:33:10<13:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9365/10186 [2:33:11<13:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9366/10186 [2:33:11<13:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9367/10186 [2:33:12<13:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9368/10186 [2:33:14<13:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9369/10186 [2:33:15<13:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9370/10186 [2:33:15<13:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9371/10186 [2:33:16<13:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9372/10186 [2:33:18<13:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9373/10186 [2:33:18<13:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9374/10186 [2:33:19<13:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9375/10186 [2:33:20<13:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9376/10186 [2:33:22<13:14,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9377/10186 [2:33:22<13:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9378/10186 [2:33:23<13:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9379/10186 [2:33:23<13:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9380/10186 [2:33:26<13:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9381/10186 [2:33:26<13:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9382/10186 [2:33:27<13:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9383/10186 [2:33:27<13:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9384/10186 [2:33:30<13:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9385/10186 [2:33:30<13:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9386/10186 [2:33:31<13:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9387/10186 [2:33:31<13:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9388/10186 [2:33:33<13:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9389/10186 [2:33:34<13:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9390/10186 [2:33:35<13:01,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9391/10186 [2:33:35<13:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9392/10186 [2:33:37<12:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9393/10186 [2:33:38<12:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9394/10186 [2:33:38<12:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9395/10186 [2:33:39<12:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9396/10186 [2:33:41<12:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9397/10186 [2:33:42<12:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9398/10186 [2:33:42<12:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9399/10186 [2:33:43<12:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9400/10186 [2:33:45<12:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9401/10186 [2:33:46<12:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9402/10186 [2:33:46<12:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9403/10186 [2:33:47<12:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9404/10186 [2:33:49<12:47,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9405/10186 [2:33:50<12:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9406/10186 [2:33:50<12:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9407/10186 [2:33:51<12:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9408/10186 [2:33:53<12:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9409/10186 [2:33:53<12:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  92%|▉| 9409/10186 [2:33:53<12:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9410/10186 [2:33:54<12:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  92%|▉| 9410/10186 [2:33:54<12:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9411/10186 [2:33:55<12:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9412/10186 [2:33:57<12:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9413/10186 [2:33:57<12:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9414/10186 [2:33:58<12:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9415/10186 [2:33:58<12:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  92%|▉| 9415/10186 [2:33:58<12:36,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9416/10186 [2:34:01<12:35,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9417/10186 [2:34:01<12:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  92%|▉| 9417/10186 [2:34:01<12:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9418/10186 [2:34:02<12:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9419/10186 [2:34:02<12:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  92%|▉| 9419/10186 [2:34:02<12:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9420/10186 [2:34:05<12:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  92%|▉| 9420/10186 [2:34:05<12:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9421/10186 [2:34:05<12:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  92%|▉| 9421/10186 [2:34:05<12:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 9422/10186 [2:34:06<12:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  92%|▉| 9422/10186 [2:34:06<12:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9423/10186 [2:34:06<12:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9423/10186 [2:34:06<12:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9424/10186 [2:34:08<12:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9424/10186 [2:34:08<12:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9425/10186 [2:34:09<12:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9425/10186 [2:34:09<12:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9426/10186 [2:34:10<12:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  93%|▉| 9426/10186 [2:34:10<12:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9427/10186 [2:34:10<12:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9428/10186 [2:34:12<12:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9429/10186 [2:34:13<12:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9430/10186 [2:34:13<12:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9431/10186 [2:34:14<12:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9432/10186 [2:34:16<12:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9433/10186 [2:34:17<12:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9434/10186 [2:34:17<12:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9435/10186 [2:34:18<12:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9436/10186 [2:34:20<12:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9437/10186 [2:34:21<12:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9438/10186 [2:34:21<12:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9439/10186 [2:34:22<12:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  93%|▉| 9439/10186 [2:34:22<12:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9440/10186 [2:34:24<12:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9440/10186 [2:34:24<12:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9441/10186 [2:34:25<12:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9441/10186 [2:34:25<12:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9442/10186 [2:34:25<12:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9442/10186 [2:34:25<12:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9443/10186 [2:34:26<12:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9443/10186 [2:34:26<12:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9444/10186 [2:34:28<12:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9444/10186 [2:34:28<12:08,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9445/10186 [2:34:28<12:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9446/10186 [2:34:29<12:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9446/10186 [2:34:29<12:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9447/10186 [2:34:30<12:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9447/10186 [2:34:30<12:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9448/10186 [2:34:32<12:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9448/10186 [2:34:32<12:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9449/10186 [2:34:32<12:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9449/10186 [2:34:32<12:03,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9450/10186 [2:34:33<12:02,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  93%|▉| 9450/10186 [2:34:33<12:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9451/10186 [2:34:33<12:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9451/10186 [2:34:33<12:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9452/10186 [2:34:36<12:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9452/10186 [2:34:36<12:00,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9453/10186 [2:34:36<11:59,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  93%|▉| 9453/10186 [2:34:36<11:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9454/10186 [2:34:37<11:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9454/10186 [2:34:37<11:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9455/10186 [2:34:37<11:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9455/10186 [2:34:37<11:57,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9456/10186 [2:34:40<11:56,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  93%|▉| 9456/10186 [2:34:40<11:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9457/10186 [2:34:40<11:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9457/10186 [2:34:40<11:55,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9458/10186 [2:34:41<11:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  93%|▉| 9458/10186 [2:34:41<11:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9459/10186 [2:34:41<11:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9460/10186 [2:34:43<11:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  93%|▉| 9461/10186 [2:34:44<11:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9462/10186 [2:34:45<11:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9463/10186 [2:34:45<11:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9464/10186 [2:34:47<11:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  93%|▉| 9466/10186 [2:34:48<11:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9467/10186 [2:34:49<11:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9468/10186 [2:34:51<11:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  93%|▉| 9470/10186 [2:34:52<11:42,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9471/10186 [2:34:53<11:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  93%|▉| 9472/10186 [2:34:55<11:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  93%|▉| 9473/10186 [2:34:56<11:39,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  93%|▉| 9474/10186 [2:34:56<11:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  93%|▉| 9475/10186 [2:34:57<11:37,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9476/10186 [2:34:59<11:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  93%|▉| 9477/10186 [2:35:00<11:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9478/10186 [2:35:00<11:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9479/10186 [2:35:01<11:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9481/10186 [2:35:03<11:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9482/10186 [2:35:04<11:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9483/10186 [2:35:05<11:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9484/10186 [2:35:07<11:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9484/10186 [2:35:07<11:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9485/10186 [2:35:07<11:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9486/10186 [2:35:08<11:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9487/10186 [2:35:08<11:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9488/10186 [2:35:11<11:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9489/10186 [2:35:11<11:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9490/10186 [2:35:12<11:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9491/10186 [2:35:12<11:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9492/10186 [2:35:15<11:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9493/10186 [2:35:15<11:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9494/10186 [2:35:16<11:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9495/10186 [2:35:16<11:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9496/10186 [2:35:18<11:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9497/10186 [2:35:19<11:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9498/10186 [2:35:20<11:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9498/10186 [2:35:20<11:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9499/10186 [2:35:20<11:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9500/10186 [2:35:22<11:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9500/10186 [2:35:22<11:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9501/10186 [2:35:23<11:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9502/10186 [2:35:23<11:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9503/10186 [2:35:24<11:10,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9504/10186 [2:35:26<11:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9505/10186 [2:35:27<11:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9506/10186 [2:35:27<11:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9507/10186 [2:35:28<11:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9508/10186 [2:35:30<11:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9508/10186 [2:35:30<11:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9509/10186 [2:35:31<11:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9509/10186 [2:35:31<11:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9510/10186 [2:35:31<11:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9510/10186 [2:35:31<11:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9511/10186 [2:35:32<11:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9511/10186 [2:35:32<11:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9512/10186 [2:35:34<11:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9512/10186 [2:35:34<11:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9513/10186 [2:35:35<11:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9513/10186 [2:35:35<11:00,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9514/10186 [2:35:35<10:59,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9515/10186 [2:35:36<10:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9515/10186 [2:35:36<10:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9516/10186 [2:35:38<10:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9516/10186 [2:35:38<10:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9517/10186 [2:35:38<10:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9518/10186 [2:35:39<10:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9519/10186 [2:35:40<10:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9519/10186 [2:35:40<10:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9520/10186 [2:35:42<10:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9521/10186 [2:35:42<10:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9521/10186 [2:35:42<10:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9522/10186 [2:35:43<10:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9522/10186 [2:35:43<10:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 9523/10186 [2:35:43<10:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  93%|▉| 9523/10186 [2:35:43<10:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9524/10186 [2:35:46<10:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9524/10186 [2:35:46<10:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9525/10186 [2:35:46<10:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9526/10186 [2:35:47<10:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9527/10186 [2:35:47<10:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9528/10186 [2:35:50<10:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9529/10186 [2:35:50<10:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9530/10186 [2:35:51<10:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9531/10186 [2:35:51<10:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9532/10186 [2:35:53<10:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9533/10186 [2:35:54<10:40,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9534/10186 [2:35:55<10:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9535/10186 [2:35:55<10:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9536/10186 [2:35:57<10:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9537/10186 [2:35:58<10:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9538/10186 [2:35:58<10:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9539/10186 [2:35:59<10:34,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9540/10186 [2:36:01<10:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9541/10186 [2:36:02<10:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9542/10186 [2:36:02<10:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9542/10186 [2:36:02<10:31,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9543/10186 [2:36:03<10:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9544/10186 [2:36:05<10:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9545/10186 [2:36:06<10:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9546/10186 [2:36:06<10:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9547/10186 [2:36:07<10:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9548/10186 [2:36:09<10:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9549/10186 [2:36:09<10:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9549/10186 [2:36:09<10:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9550/10186 [2:36:10<10:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9550/10186 [2:36:10<10:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9551/10186 [2:36:11<10:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9551/10186 [2:36:11<10:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9552/10186 [2:36:13<10:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9552/10186 [2:36:13<10:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9553/10186 [2:36:13<10:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9553/10186 [2:36:13<10:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9554/10186 [2:36:14<10:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9555/10186 [2:36:14<10:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9555/10186 [2:36:14<10:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9556/10186 [2:36:17<10:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9557/10186 [2:36:17<10:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9558/10186 [2:36:18<10:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9559/10186 [2:36:18<10:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9560/10186 [2:36:21<10:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9561/10186 [2:36:21<10:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9562/10186 [2:36:22<10:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9563/10186 [2:36:22<10:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9564/10186 [2:36:24<10:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9565/10186 [2:36:25<10:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9566/10186 [2:36:26<10:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9567/10186 [2:36:26<10:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9568/10186 [2:36:28<10:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9569/10186 [2:36:29<10:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9570/10186 [2:36:29<10:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9571/10186 [2:36:30<10:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9572/10186 [2:36:32<10:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9573/10186 [2:36:33<10:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9574/10186 [2:36:33<10:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9575/10186 [2:36:34<09:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9576/10186 [2:36:36<09:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9577/10186 [2:36:37<09:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9578/10186 [2:36:37<09:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9579/10186 [2:36:38<09:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9580/10186 [2:36:40<09:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9581/10186 [2:36:41<09:53,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9582/10186 [2:36:41<09:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9583/10186 [2:36:42<09:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9584/10186 [2:36:44<09:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9585/10186 [2:36:44<09:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9586/10186 [2:36:45<09:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9587/10186 [2:36:46<09:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9588/10186 [2:36:48<09:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9589/10186 [2:36:48<09:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9589/10186 [2:36:48<09:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9590/10186 [2:36:49<09:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9591/10186 [2:36:49<09:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9592/10186 [2:36:52<09:42,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9593/10186 [2:36:52<09:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9594/10186 [2:36:53<09:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9595/10186 [2:36:53<09:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9596/10186 [2:36:56<09:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9597/10186 [2:36:56<09:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9598/10186 [2:36:57<09:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9599/10186 [2:36:57<09:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9600/10186 [2:36:59<09:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9601/10186 [2:37:00<09:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9602/10186 [2:37:01<09:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9602/10186 [2:37:01<09:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9603/10186 [2:37:01<09:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9604/10186 [2:37:03<09:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9605/10186 [2:37:04<09:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9606/10186 [2:37:04<09:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  94%|▉| 9607/10186 [2:37:05<09:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9608/10186 [2:37:07<09:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9608/10186 [2:37:07<09:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9609/10186 [2:37:08<09:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9609/10186 [2:37:08<09:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9610/10186 [2:37:08<09:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9610/10186 [2:37:08<09:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9611/10186 [2:37:09<09:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9611/10186 [2:37:09<09:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9612/10186 [2:37:11<09:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9612/10186 [2:37:11<09:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9613/10186 [2:37:12<09:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9613/10186 [2:37:12<09:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9614/10186 [2:37:12<09:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9614/10186 [2:37:12<09:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9615/10186 [2:37:13<09:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9615/10186 [2:37:13<09:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9616/10186 [2:37:15<09:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9616/10186 [2:37:15<09:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9617/10186 [2:37:16<09:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9617/10186 [2:37:16<09:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9618/10186 [2:37:16<09:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9618/10186 [2:37:16<09:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9619/10186 [2:37:17<09:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9619/10186 [2:37:17<09:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9620/10186 [2:37:19<09:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9620/10186 [2:37:19<09:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9621/10186 [2:37:19<09:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9621/10186 [2:37:19<09:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9622/10186 [2:37:20<09:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9622/10186 [2:37:20<09:13,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9623/10186 [2:37:21<09:12,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  94%|▉| 9623/10186 [2:37:21<09:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9624/10186 [2:37:23<09:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9624/10186 [2:37:23<09:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 9625/10186 [2:37:23<09:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  94%|▉| 9625/10186 [2:37:23<09:10,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9626/10186 [2:37:24<09:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  95%|▉| 9626/10186 [2:37:24<09:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9627/10186 [2:37:24<09:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  95%|▉| 9627/10186 [2:37:24<09:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9628/10186 [2:37:27<09:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9629/10186 [2:37:27<09:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9630/10186 [2:37:28<09:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9631/10186 [2:37:28<09:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9632/10186 [2:37:31<09:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9633/10186 [2:37:31<09:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9634/10186 [2:37:32<09:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9634/10186 [2:37:32<09:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9635/10186 [2:37:32<09:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9636/10186 [2:37:34<08:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9637/10186 [2:37:35<08:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9638/10186 [2:37:36<08:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9639/10186 [2:37:36<08:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9640/10186 [2:37:38<08:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9641/10186 [2:37:39<08:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9642/10186 [2:37:39<08:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9642/10186 [2:37:39<08:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9643/10186 [2:37:40<08:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9644/10186 [2:37:42<08:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9645/10186 [2:37:43<08:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9646/10186 [2:37:43<08:49,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  95%|▉| 9646/10186 [2:37:43<08:49,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9647/10186 [2:37:44<08:48,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9648/10186 [2:37:46<08:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9648/10186 [2:37:46<08:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9649/10186 [2:37:47<08:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  95%|▉| 9649/10186 [2:37:47<08:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9650/10186 [2:37:47<08:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9651/10186 [2:37:48<08:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9652/10186 [2:37:50<08:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9652/10186 [2:37:50<08:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9653/10186 [2:37:51<08:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9653/10186 [2:37:51<08:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9654/10186 [2:37:51<08:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  95%|▉| 9654/10186 [2:37:51<08:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9655/10186 [2:37:52<08:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9655/10186 [2:37:52<08:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9656/10186 [2:37:54<08:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9657/10186 [2:37:54<08:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9658/10186 [2:37:55<08:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9658/10186 [2:37:55<08:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9659/10186 [2:37:55<08:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9660/10186 [2:37:58<08:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9661/10186 [2:37:58<08:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9662/10186 [2:37:59<08:34,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9663/10186 [2:37:59<08:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9664/10186 [2:38:02<08:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9665/10186 [2:38:02<08:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9666/10186 [2:38:03<08:30,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9667/10186 [2:38:03<08:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9668/10186 [2:38:05<08:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9669/10186 [2:38:06<08:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9670/10186 [2:38:07<08:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9671/10186 [2:38:07<08:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9672/10186 [2:38:09<08:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9673/10186 [2:38:10<08:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9674/10186 [2:38:10<08:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9675/10186 [2:38:11<08:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9676/10186 [2:38:13<08:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9677/10186 [2:38:14<08:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9678/10186 [2:38:14<08:18,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9679/10186 [2:38:15<08:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9680/10186 [2:38:17<08:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9681/10186 [2:38:18<08:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9682/10186 [2:38:18<08:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9683/10186 [2:38:19<08:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9683/10186 [2:38:19<08:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9684/10186 [2:38:21<08:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9685/10186 [2:38:22<08:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9686/10186 [2:38:22<08:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9687/10186 [2:38:23<08:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9688/10186 [2:38:25<08:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9689/10186 [2:38:25<08:07,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9690/10186 [2:38:26<08:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9691/10186 [2:38:27<08:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9692/10186 [2:38:29<08:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9693/10186 [2:38:29<08:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9694/10186 [2:38:30<08:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9695/10186 [2:38:30<08:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9696/10186 [2:38:33<08:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9697/10186 [2:38:33<07:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9698/10186 [2:38:34<07:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9699/10186 [2:38:34<07:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9700/10186 [2:38:37<07:56,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9701/10186 [2:38:37<07:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9702/10186 [2:38:38<07:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9703/10186 [2:38:38<07:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9704/10186 [2:38:40<07:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9705/10186 [2:38:41<07:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9706/10186 [2:38:42<07:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 9707/10186 [2:38:42<07:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9708/10186 [2:38:44<07:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9708/10186 [2:38:44<07:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9709/10186 [2:38:45<07:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9709/10186 [2:38:45<07:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9710/10186 [2:38:45<07:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9710/10186 [2:38:45<07:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9711/10186 [2:38:46<07:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9711/10186 [2:38:46<07:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9712/10186 [2:38:48<07:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9712/10186 [2:38:48<07:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9713/10186 [2:38:49<07:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9713/10186 [2:38:49<07:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9714/10186 [2:38:49<07:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9714/10186 [2:38:49<07:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9715/10186 [2:38:50<07:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9715/10186 [2:38:50<07:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9716/10186 [2:38:52<07:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9716/10186 [2:38:52<07:41,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9717/10186 [2:38:53<07:40,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  95%|▉| 9717/10186 [2:38:53<07:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9718/10186 [2:38:53<07:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9718/10186 [2:38:53<07:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9719/10186 [2:38:54<07:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9719/10186 [2:38:54<07:38,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9720/10186 [2:38:56<07:37,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  95%|▉| 9720/10186 [2:38:56<07:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9721/10186 [2:38:57<07:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9721/10186 [2:38:57<07:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9722/10186 [2:38:57<07:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9722/10186 [2:38:57<07:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9723/10186 [2:38:58<07:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9723/10186 [2:38:58<07:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9724/10186 [2:39:00<07:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9724/10186 [2:39:00<07:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9725/10186 [2:39:00<07:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9725/10186 [2:39:00<07:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9726/10186 [2:39:01<07:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9726/10186 [2:39:01<07:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 9727/10186 [2:39:02<07:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  95%|▉| 9727/10186 [2:39:02<07:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9728/10186 [2:39:04<07:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9728/10186 [2:39:04<07:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9729/10186 [2:39:04<07:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9729/10186 [2:39:04<07:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9730/10186 [2:39:05<07:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  96%|▉| 9730/10186 [2:39:05<07:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9731/10186 [2:39:05<07:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9731/10186 [2:39:05<07:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9732/10186 [2:39:08<07:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9732/10186 [2:39:08<07:25,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9733/10186 [2:39:08<07:24,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  96%|▉| 9733/10186 [2:39:08<07:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9734/10186 [2:39:09<07:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9734/10186 [2:39:09<07:23,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9735/10186 [2:39:09<07:22,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  96%|▉| 9735/10186 [2:39:09<07:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9736/10186 [2:39:12<07:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9736/10186 [2:39:12<07:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9737/10186 [2:39:12<07:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9737/10186 [2:39:12<07:20,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9738/10186 [2:39:13<07:19,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  96%|▉| 9738/10186 [2:39:13<07:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9739/10186 [2:39:13<07:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9739/10186 [2:39:13<07:18,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9740/10186 [2:39:15<07:17,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  96%|▉| 9740/10186 [2:39:15<07:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9741/10186 [2:39:16<07:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9741/10186 [2:39:16<07:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9742/10186 [2:39:17<07:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9742/10186 [2:39:17<07:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9743/10186 [2:39:17<07:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9743/10186 [2:39:17<07:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9744/10186 [2:39:19<07:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9744/10186 [2:39:19<07:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9745/10186 [2:39:20<07:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9745/10186 [2:39:20<07:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9746/10186 [2:39:20<07:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9746/10186 [2:39:20<07:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9747/10186 [2:39:21<07:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9747/10186 [2:39:21<07:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9748/10186 [2:39:23<07:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9748/10186 [2:39:23<07:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9749/10186 [2:39:24<07:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9749/10186 [2:39:24<07:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9750/10186 [2:39:24<07:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9750/10186 [2:39:24<07:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9751/10186 [2:39:25<07:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9751/10186 [2:39:25<07:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9752/10186 [2:39:27<07:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9752/10186 [2:39:27<07:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9753/10186 [2:39:28<07:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9753/10186 [2:39:28<07:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9754/10186 [2:39:28<07:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9754/10186 [2:39:28<07:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9755/10186 [2:39:29<07:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9755/10186 [2:39:29<07:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9756/10186 [2:39:31<07:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9756/10186 [2:39:31<07:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9757/10186 [2:39:32<07:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9757/10186 [2:39:32<07:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9758/10186 [2:39:32<06:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9758/10186 [2:39:32<06:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9759/10186 [2:39:33<06:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  96%|▉| 9759/10186 [2:39:33<06:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9760/10186 [2:39:35<06:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9761/10186 [2:39:35<06:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9761/10186 [2:39:35<06:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9762/10186 [2:39:36<06:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9762/10186 [2:39:36<06:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9763/10186 [2:39:37<06:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9763/10186 [2:39:37<06:54,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9764/10186 [2:39:39<06:54,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9765/10186 [2:39:39<06:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9766/10186 [2:39:40<06:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9767/10186 [2:39:40<06:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9768/10186 [2:39:43<06:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9768/10186 [2:39:43<06:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9769/10186 [2:39:43<06:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9770/10186 [2:39:44<06:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9771/10186 [2:39:44<06:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9772/10186 [2:39:47<06:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  96%|▉| 9772/10186 [2:39:47<06:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9773/10186 [2:39:47<06:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9773/10186 [2:39:47<06:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9774/10186 [2:39:48<06:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9775/10186 [2:39:48<06:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9776/10186 [2:39:50<06:42,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9777/10186 [2:39:51<06:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9777/10186 [2:39:51<06:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9778/10186 [2:39:52<06:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9779/10186 [2:39:52<06:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9779/10186 [2:39:52<06:39,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9780/10186 [2:39:54<06:38,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9781/10186 [2:39:55<06:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9781/10186 [2:39:55<06:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9782/10186 [2:39:55<06:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9782/10186 [2:39:55<06:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9783/10186 [2:39:56<06:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9783/10186 [2:39:56<06:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9784/10186 [2:39:58<06:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9784/10186 [2:39:58<06:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9785/10186 [2:39:59<06:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9786/10186 [2:39:59<06:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9787/10186 [2:40:00<06:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9788/10186 [2:40:02<06:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9789/10186 [2:40:03<06:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9790/10186 [2:40:03<06:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9791/10186 [2:40:04<06:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9791/10186 [2:40:04<06:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9792/10186 [2:40:06<06:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9792/10186 [2:40:06<06:26,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9793/10186 [2:40:07<06:25,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  96%|▉| 9793/10186 [2:40:07<06:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9794/10186 [2:40:07<06:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9794/10186 [2:40:07<06:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9795/10186 [2:40:08<06:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9796/10186 [2:40:10<06:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9796/10186 [2:40:10<06:22,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9797/10186 [2:40:10<06:21,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  96%|▉| 9797/10186 [2:40:10<06:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9798/10186 [2:40:11<06:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9798/10186 [2:40:11<06:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9799/10186 [2:40:12<06:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9800/10186 [2:40:14<06:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9800/10186 [2:40:14<06:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9801/10186 [2:40:14<06:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9802/10186 [2:40:15<06:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9802/10186 [2:40:15<06:16,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9803/10186 [2:40:15<06:15,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  96%|▉| 9803/10186 [2:40:15<06:15,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9804/10186 [2:40:18<06:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9804/10186 [2:40:18<06:14,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9805/10186 [2:40:18<06:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9805/10186 [2:40:18<06:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9806/10186 [2:40:19<06:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9806/10186 [2:40:19<06:12,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9807/10186 [2:40:19<06:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9807/10186 [2:40:19<06:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9808/10186 [2:40:22<06:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9808/10186 [2:40:22<06:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9809/10186 [2:40:22<06:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9809/10186 [2:40:22<06:09,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9810/10186 [2:40:23<06:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9810/10186 [2:40:23<06:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9811/10186 [2:40:23<06:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9811/10186 [2:40:23<06:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9812/10186 [2:40:25<06:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9812/10186 [2:40:25<06:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9813/10186 [2:40:26<06:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9813/10186 [2:40:26<06:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9814/10186 [2:40:27<06:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9814/10186 [2:40:27<06:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9815/10186 [2:40:27<06:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9815/10186 [2:40:27<06:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9816/10186 [2:40:29<06:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9816/10186 [2:40:29<06:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9817/10186 [2:40:30<06:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9817/10186 [2:40:30<06:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9818/10186 [2:40:30<06:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9818/10186 [2:40:30<06:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9819/10186 [2:40:31<05:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9819/10186 [2:40:31<05:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9820/10186 [2:40:33<05:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9820/10186 [2:40:33<05:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9821/10186 [2:40:34<05:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9821/10186 [2:40:34<05:58,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9822/10186 [2:40:34<05:57,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  96%|▉| 9822/10186 [2:40:34<05:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9823/10186 [2:40:35<05:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9823/10186 [2:40:35<05:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9824/10186 [2:40:37<05:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9824/10186 [2:40:37<05:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9825/10186 [2:40:38<05:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9825/10186 [2:40:38<05:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9826/10186 [2:40:38<05:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  96%|▉| 9826/10186 [2:40:38<05:53,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9827/10186 [2:40:39<05:52,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  96%|▉| 9827/10186 [2:40:39<05:52,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9828/10186 [2:40:41<05:51,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  96%|▉| 9828/10186 [2:40:41<05:51,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 9829/10186 [2:40:42<05:50,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  96%|▉| 9829/10186 [2:40:42<05:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9830/10186 [2:40:42<05:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9830/10186 [2:40:42<05:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9831/10186 [2:40:43<05:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9831/10186 [2:40:43<05:48,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9832/10186 [2:40:45<05:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9832/10186 [2:40:45<05:47,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9833/10186 [2:40:45<05:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9833/10186 [2:40:45<05:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9834/10186 [2:40:46<05:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9834/10186 [2:40:46<05:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9835/10186 [2:40:47<05:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9835/10186 [2:40:47<05:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9836/10186 [2:40:49<05:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9836/10186 [2:40:49<05:43,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9837/10186 [2:40:49<05:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9837/10186 [2:40:49<05:42,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9838/10186 [2:40:50<05:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9838/10186 [2:40:50<05:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9839/10186 [2:40:50<05:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9839/10186 [2:40:50<05:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9840/10186 [2:40:53<05:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9840/10186 [2:40:53<05:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9841/10186 [2:40:53<05:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9841/10186 [2:40:53<05:38,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9842/10186 [2:40:54<05:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9842/10186 [2:40:54<05:37,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9843/10186 [2:40:54<05:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9843/10186 [2:40:54<05:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9844/10186 [2:40:57<05:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9844/10186 [2:40:57<05:35,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9845/10186 [2:40:57<05:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9845/10186 [2:40:57<05:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9846/10186 [2:40:58<05:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9846/10186 [2:40:58<05:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9847/10186 [2:40:58<05:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9847/10186 [2:40:58<05:32,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9848/10186 [2:41:00<05:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9848/10186 [2:41:00<05:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9849/10186 [2:41:01<05:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9849/10186 [2:41:01<05:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9850/10186 [2:41:02<05:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9850/10186 [2:41:02<05:29,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9851/10186 [2:41:02<05:28,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  97%|▉| 9851/10186 [2:41:02<05:28,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9852/10186 [2:41:04<05:27,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9852/10186 [2:41:04<05:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9853/10186 [2:41:05<05:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9853/10186 [2:41:05<05:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9854/10186 [2:41:05<05:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9854/10186 [2:41:05<05:25,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9855/10186 [2:41:06<05:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9855/10186 [2:41:06<05:24,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9856/10186 [2:41:08<05:23,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  97%|▉| 9856/10186 [2:41:08<05:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9857/10186 [2:41:09<05:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9857/10186 [2:41:09<05:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9858/10186 [2:41:09<05:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9858/10186 [2:41:09<05:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9859/10186 [2:41:10<05:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9859/10186 [2:41:10<05:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9860/10186 [2:41:12<05:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9861/10186 [2:41:13<05:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9861/10186 [2:41:13<05:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9862/10186 [2:41:13<05:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9862/10186 [2:41:13<05:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9863/10186 [2:41:14<05:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9863/10186 [2:41:14<05:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9864/10186 [2:41:16<05:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9865/10186 [2:41:17<05:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9866/10186 [2:41:17<05:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9867/10186 [2:41:18<05:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9868/10186 [2:41:20<05:11,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9869/10186 [2:41:20<05:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9870/10186 [2:41:21<05:09,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9871/10186 [2:41:22<05:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9871/10186 [2:41:22<05:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9872/10186 [2:41:24<05:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9872/10186 [2:41:24<05:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9873/10186 [2:41:24<05:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9873/10186 [2:41:24<05:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9874/10186 [2:41:25<05:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9875/10186 [2:41:25<05:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9876/10186 [2:41:28<05:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9877/10186 [2:41:28<05:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9878/10186 [2:41:29<05:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9878/10186 [2:41:29<05:02,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9879/10186 [2:41:29<05:01,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  97%|▉| 9879/10186 [2:41:29<05:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9880/10186 [2:41:32<05:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9881/10186 [2:41:32<04:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9881/10186 [2:41:32<04:59,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9882/10186 [2:41:33<04:58,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9883/10186 [2:41:33<04:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9884/10186 [2:41:35<04:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9885/10186 [2:41:36<04:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9886/10186 [2:41:37<04:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9887/10186 [2:41:37<04:53,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9888/10186 [2:41:39<04:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9889/10186 [2:41:40<04:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9890/10186 [2:41:40<04:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9890/10186 [2:41:40<04:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9891/10186 [2:41:41<04:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9892/10186 [2:41:43<04:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9893/10186 [2:41:44<04:47,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9894/10186 [2:41:44<04:46,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9894/10186 [2:41:44<04:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9895/10186 [2:41:45<04:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9895/10186 [2:41:45<04:45,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9896/10186 [2:41:47<04:44,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9896/10186 [2:41:47<04:44,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9897/10186 [2:41:48<04:43,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9897/10186 [2:41:48<04:43,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9898/10186 [2:41:48<04:42,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  97%|▉| 9898/10186 [2:41:48<04:42,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9899/10186 [2:41:49<04:41,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  97%|▉| 9899/10186 [2:41:49<04:41,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9900/10186 [2:41:51<04:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9900/10186 [2:41:51<04:40,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9901/10186 [2:41:52<04:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9901/10186 [2:41:52<04:39,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9902/10186 [2:41:52<04:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9902/10186 [2:41:52<04:38,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9903/10186 [2:41:53<04:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9903/10186 [2:41:53<04:37,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9904/10186 [2:41:55<04:36,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  97%|▉| 9904/10186 [2:41:55<04:36,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9905/10186 [2:41:55<04:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9906/10186 [2:41:56<04:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9906/10186 [2:41:56<04:34,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9907/10186 [2:41:57<04:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9907/10186 [2:41:57<04:33,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9908/10186 [2:41:59<04:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9908/10186 [2:41:59<04:32,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9909/10186 [2:41:59<04:31,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  97%|▉| 9909/10186 [2:41:59<04:31,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9910/10186 [2:42:00<04:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9910/10186 [2:42:00<04:30,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9911/10186 [2:42:00<04:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9911/10186 [2:42:00<04:29,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9912/10186 [2:42:03<04:28,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9912/10186 [2:42:03<04:28,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9913/10186 [2:42:03<04:27,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  97%|▉| 9913/10186 [2:42:03<04:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9914/10186 [2:42:04<04:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9914/10186 [2:42:04<04:26,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9915/10186 [2:42:04<04:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9915/10186 [2:42:04<04:25,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9916/10186 [2:42:07<04:24,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  97%|▉| 9916/10186 [2:42:07<04:24,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9917/10186 [2:42:07<04:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9917/10186 [2:42:07<04:23,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9918/10186 [2:42:08<04:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9918/10186 [2:42:08<04:22,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9919/10186 [2:42:08<04:21,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9919/10186 [2:42:08<04:21,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9920/10186 [2:42:10<04:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9920/10186 [2:42:10<04:20,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9921/10186 [2:42:11<04:19,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9921/10186 [2:42:11<04:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9922/10186 [2:42:12<04:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9922/10186 [2:42:12<04:18,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9923/10186 [2:42:12<04:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9923/10186 [2:42:12<04:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9924/10186 [2:42:14<04:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9924/10186 [2:42:14<04:17,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9925/10186 [2:42:15<04:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9925/10186 [2:42:15<04:16,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9926/10186 [2:42:15<04:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9927/10186 [2:42:16<04:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9927/10186 [2:42:16<04:14,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9928/10186 [2:42:18<04:13,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  97%|▉| 9928/10186 [2:42:18<04:13,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9929/10186 [2:42:19<04:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9929/10186 [2:42:19<04:12,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9930/10186 [2:42:19<04:11,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  97%|▉| 9930/10186 [2:42:19<04:11,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 9931/10186 [2:42:20<04:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  97%|▉| 9931/10186 [2:42:20<04:10,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9932/10186 [2:42:22<04:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9932/10186 [2:42:22<04:09,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9933/10186 [2:42:23<04:08,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  98%|▉| 9933/10186 [2:42:23<04:08,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9934/10186 [2:42:23<04:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9934/10186 [2:42:23<04:07,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9935/10186 [2:42:24<04:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9935/10186 [2:42:24<04:06,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9936/10186 [2:42:26<04:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9936/10186 [2:42:26<04:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9937/10186 [2:42:27<04:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9937/10186 [2:42:27<04:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9938/10186 [2:42:27<04:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9938/10186 [2:42:27<04:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9939/10186 [2:42:28<04:02,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9939/10186 [2:42:28<04:02,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9940/10186 [2:42:30<04:01,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9940/10186 [2:42:30<04:01,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9941/10186 [2:42:30<04:00,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9941/10186 [2:42:30<04:00,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9942/10186 [2:42:31<03:59,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9942/10186 [2:42:31<03:59,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9943/10186 [2:42:32<03:58,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  98%|▉| 9943/10186 [2:42:32<03:58,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9944/10186 [2:42:34<03:57,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9944/10186 [2:42:34<03:57,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9945/10186 [2:42:34<03:56,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9945/10186 [2:42:34<03:56,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9946/10186 [2:42:35<03:55,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9946/10186 [2:42:35<03:55,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9947/10186 [2:42:35<03:54,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9947/10186 [2:42:35<03:54,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9948/10186 [2:42:38<03:53,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9948/10186 [2:42:38<03:53,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9949/10186 [2:42:38<03:52,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9949/10186 [2:42:38<03:52,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9950/10186 [2:42:39<03:51,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9950/10186 [2:42:39<03:51,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9951/10186 [2:42:39<03:50,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9951/10186 [2:42:39<03:50,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9952/10186 [2:42:42<03:49,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9952/10186 [2:42:42<03:49,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9953/10186 [2:42:42<03:48,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9953/10186 [2:42:42<03:48,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9954/10186 [2:42:43<03:47,  1.02it/s, v_num=0gjq, train/loss=2.\r",
+      "Epoch 0:  98%|▉| 9954/10186 [2:42:43<03:47,  1.02it/s, v_num=0gjq, train/loss=4."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9955/10186 [2:42:43<03:46,  1.02it/s, v_num=0gjq, train/loss=4.\r",
+      "Epoch 0:  98%|▉| 9955/10186 [2:42:43<03:46,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9956/10186 [2:42:45<03:45,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9957/10186 [2:42:46<03:44,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9958/10186 [2:42:47<03:43,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9959/10186 [2:42:47<03:42,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9960/10186 [2:42:49<03:41,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9961/10186 [2:42:50<03:40,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9962/10186 [2:42:50<03:39,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9963/10186 [2:42:51<03:38,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9964/10186 [2:42:53<03:37,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9965/10186 [2:42:54<03:36,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9966/10186 [2:42:54<03:35,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9967/10186 [2:42:55<03:34,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9968/10186 [2:42:57<03:33,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9969/10186 [2:42:58<03:32,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9970/10186 [2:42:58<03:31,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9971/10186 [2:42:59<03:30,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9972/10186 [2:43:01<03:29,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9973/10186 [2:43:02<03:28,  1.02it/s, v_num=0gjq, train/loss=4.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9974/10186 [2:43:02<03:27,  1.02it/s, v_num=0gjq, train/loss=2."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9974/10186 [2:43:02<03:27,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9975/10186 [2:43:03<03:26,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9976/10186 [2:43:05<03:25,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9977/10186 [2:43:05<03:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9978/10186 [2:43:06<03:24,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9979/10186 [2:43:07<03:23,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9980/10186 [2:43:09<03:22,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9981/10186 [2:43:09<03:21,  1.02it/s, v_num=0gjq, train/loss=2.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9982/10186 [2:43:10<03:20,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9983/10186 [2:43:10<03:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9983/10186 [2:43:10<03:19,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9984/10186 [2:43:13<03:18,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9985/10186 [2:43:13<03:17,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9986/10186 [2:43:14<03:16,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9987/10186 [2:43:14<03:15,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9988/10186 [2:43:17<03:14,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9989/10186 [2:43:17<03:13,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9990/10186 [2:43:18<03:12,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9991/10186 [2:43:18<03:11,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9992/10186 [2:43:20<03:10,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9993/10186 [2:43:21<03:09,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9994/10186 [2:43:22<03:08,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9995/10186 [2:43:22<03:07,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9996/10186 [2:43:24<03:06,  1.02it/s, v_num=0gjq, train/loss=3.\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9997/10186 [2:43:25<03:05,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9997/10186 [2:43:25<03:05,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9998/10186 [2:43:25<03:04,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9998/10186 [2:43:25<03:04,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 9999/10186 [2:43:26<03:03,  1.02it/s, v_num=0gjq, train/loss=3.\r",
+      "Epoch 0:  98%|▉| 9999/10186 [2:43:26<03:03,  1.02it/s, v_num=0gjq, train/loss=3."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 10000/10186 [2:43:28<03:02,  1.02it/s, v_num=0gjq, train/loss=3\r",
+      "Epoch 0:  98%|▉| 10000/10186 [2:43:28<03:02,  1.02it/s, v_num=0gjq, train/loss=4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 10001/10186 [2:43:37<03:01,  1.02it/s, v_num=0gjq, train/loss=4\r",
+      "Epoch 0:  98%|▉| 10001/10186 [2:43:37<03:01,  1.02it/s, v_num=0gjq, train/loss=4"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 10002/10186 [2:43:37<03:00,  1.02it/s, v_num=0gjq, train/loss=4\r",
+      "Epoch 0:  98%|▉| 10002/10186 [2:43:37<03:00,  1.02it/s, v_num=0gjq, train/loss=2"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 10003/10186 [2:43:38<02:59,  1.02it/s, v_num=0gjq, train/loss=2\r",
+      "Epoch 0:  98%|▉| 10003/10186 [2:43:38<02:59,  1.02it/s, v_num=0gjq, train/loss=3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 10004/10186 [2:43:40<02:58,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 10005/10186 [2:43:41<02:57,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     "output_type": "stream",
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+     ]
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+     ]
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+    {
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "text": [
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+      "Epoch 0:  99%|▉| 10105/10186 [2:45:18<01:19,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10106/10186 [2:45:18<01:18,  1.02it/s, v_num=0gjq, train/loss=3"
+     ]
+    },
+    {
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+     "text": [
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+      "Epoch 0:  99%|▉| 10106/10186 [2:45:18<01:18,  1.02it/s, v_num=0gjq, train/loss=3"
+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  99%|▉| 10107/10186 [2:45:19<01:17,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
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+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10108/10186 [2:45:21<01:16,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10109/10186 [2:45:22<01:15,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
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+     "output_type": "stream",
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+      "Epoch 0:  99%|▉| 10110/10186 [2:45:22<01:14,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  99%|▉| 10111/10186 [2:45:23<01:13,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
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+     "output_type": "stream",
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+      "Epoch 0:  99%|▉| 10112/10186 [2:45:25<01:12,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
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+     "output_type": "stream",
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+      "Epoch 0:  99%|▉| 10113/10186 [2:45:26<01:11,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  99%|▉| 10114/10186 [2:45:26<01:10,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
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+     "output_type": "stream",
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+      "Epoch 0:  99%|▉| 10115/10186 [2:45:27<01:09,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10116/10186 [2:45:29<01:08,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  99%|▉| 10117/10186 [2:45:29<01:07,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  99%|▉| 10118/10186 [2:45:30<01:06,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  99%|▉| 10119/10186 [2:45:31<01:05,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10120/10186 [2:45:33<01:04,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0:  99%|▉| 10121/10186 [2:45:33<01:03,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10122/10186 [2:45:34<01:02,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  99%|▉| 10123/10186 [2:45:34<01:01,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  99%|▉| 10124/10186 [2:45:37<01:00,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "\r",
+      "Epoch 0:  99%|▉| 10125/10186 [2:45:37<00:59,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10126/10186 [2:45:38<00:58,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10127/10186 [2:45:38<00:57,  1.02it/s, v_num=0gjq, train/loss=4\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10128/10186 [2:45:40<00:56,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10129/10186 [2:45:41<00:55,  1.02it/s, v_num=0gjq, train/loss=2\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10130/10186 [2:45:42<00:54,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10131/10186 [2:45:42<00:53,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10132/10186 [2:45:44<00:53,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  99%|▉| 10133/10186 [2:45:45<00:52,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10134/10186 [2:45:45<00:51,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 10135/10186 [2:45:46<00:50,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10136/10186 [2:45:48<00:49,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10137/10186 [2:45:49<00:48,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10138/10186 [2:45:49<00:47,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10139/10186 [2:45:50<00:46,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10140/10186 [2:45:52<00:45,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10141/10186 [2:45:53<00:44,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10142/10186 [2:45:53<00:43,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10143/10186 [2:45:54<00:42,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10144/10186 [2:45:56<00:41,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10145/10186 [2:45:57<00:40,  1.02it/s, v_num=0gjq, train/loss=3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10145/10186 [2:45:57<00:40,  1.02it/s, v_num=0gjq, train/loss=3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10146/10186 [2:45:57<00:39,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10147/10186 [2:45:58<00:38,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10148/10186 [2:46:00<00:37,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10149/10186 [2:46:00<00:36,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10150/10186 [2:46:01<00:35,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10151/10186 [2:46:02<00:34,  1.02it/s, v_num=0gjq, train/loss=4\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10152/10186 [2:46:04<00:33,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10153/10186 [2:46:04<00:32,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+      "Epoch 0: 100%|▉| 10154/10186 [2:46:05<00:31,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+     ]
+    },
+    {
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+     ]
+    },
+    {
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+     "output_type": "stream",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10161/10186 [2:46:12<00:24,  1.02it/s, v_num=0gjq, train/loss=3\r",
+      "Epoch 0: 100%|▉| 10161/10186 [2:46:12<00:24,  1.02it/s, v_num=0gjq, train/loss=3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10162/10186 [2:46:13<00:23,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10163/10186 [2:46:13<00:22,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10164/10186 [2:46:15<00:21,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0: 100%|▉| 10165/10186 [2:46:16<00:20,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10166/10186 [2:46:17<00:19,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10167/10186 [2:46:17<00:18,  1.02it/s, v_num=0gjq, train/loss=2\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10168/10186 [2:46:19<00:17,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10169/10186 [2:46:20<00:16,  1.02it/s, v_num=0gjq, train/loss=4\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10170/10186 [2:46:20<00:15,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10171/10186 [2:46:21<00:14,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10172/10186 [2:46:23<00:13,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10173/10186 [2:46:24<00:12,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10174/10186 [2:46:24<00:11,  1.02it/s, v_num=0gjq, train/loss=4\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10175/10186 [2:46:25<00:10,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10176/10186 [2:46:27<00:09,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10177/10186 [2:46:28<00:08,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10178/10186 [2:46:28<00:07,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10179/10186 [2:46:29<00:06,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10180/10186 [2:46:31<00:05,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10181/10186 [2:46:32<00:04,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10182/10186 [2:46:32<00:03,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10183/10186 [2:46:33<00:02,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10184/10186 [2:46:35<00:01,  1.02it/s, v_num=0gjq, train/loss=3\r",
+      "Epoch 0: 100%|▉| 10184/10186 [2:46:35<00:01,  1.02it/s, v_num=0gjq, train/loss=3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 10185/10186 [2:46:35<00:00,  1.02it/s, v_num=0gjq, train/loss=3\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|█| 10186/10186 [2:46:36<00:00,  1.02it/s, v_num=0gjq, train/loss=4\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation: 0it [00:00, ?it/s]\u001b[A\r\n",
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+     ]
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+     ]
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+     ]
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+     ]
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+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  52%|█████████▎        | 27/52 [00:09<00:08,  2.99it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  54%|█████████▋        | 28/52 [00:09<00:08,  3.00it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  56%|██████████        | 29/52 [00:09<00:07,  3.01it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  58%|██████████▍       | 30/52 [00:09<00:07,  3.02it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  60%|██████████▋       | 31/52 [00:10<00:06,  3.03it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  62%|███████████       | 32/52 [00:10<00:06,  3.04it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  63%|███████████▍      | 33/52 [00:10<00:06,  3.05it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  65%|███████████▊      | 34/52 [00:11<00:05,  3.05it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  67%|████████████      | 35/52 [00:11<00:05,  3.06it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  69%|████████████▍     | 36/52 [00:11<00:05,  3.06it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  71%|████████████▊     | 37/52 [00:12<00:04,  3.06it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Validation DataLoader 0:  73%|█████████████▏    | 38/52 [00:12<00:04,  3.06it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  75%|█████████████▌    | 39/52 [00:12<00:04,  3.06it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  77%|█████████████▊    | 40/52 [00:13<00:03,  3.07it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  79%|██████████████▏   | 41/52 [00:13<00:03,  3.07it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  81%|██████████████▌   | 42/52 [00:13<00:03,  3.07it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  83%|██████████████▉   | 43/52 [00:13<00:02,  3.08it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  85%|███████████████▏  | 44/52 [00:14<00:02,  3.09it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  87%|███████████████▌  | 45/52 [00:14<00:02,  3.10it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  88%|███████████████▉  | 46/52 [00:14<00:01,  3.10it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  90%|████████████████▎ | 47/52 [00:15<00:01,  3.11it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  92%|████████████████▌ | 48/52 [00:15<00:01,  3.12it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  94%|████████████████▉ | 49/52 [00:15<00:00,  3.12it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  96%|█████████████████▎| 50/52 [00:15<00:00,  3.13it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  98%|█████████████████▋| 51/52 [00:16<00:00,  3.13it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0: 100%|██████████████████| 52/52 [00:16<00:00,  3.14it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|█| 10186/10186 [2:47:01<00:00,  1.02it/s, v_num=0gjq, train/loss=3\r\n",
+      "\r",
+      "                                                                                \u001b[A\r",
+      "Epoch 0: 100%|█| 10186/10186 [2:47:01<00:00,  1.02it/s, v_num=0gjq, train/loss=3"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "`Trainer.fit` stopped: `max_epochs=1` reached.\r\n",
+      "\r",
+      "Epoch 0: 100%|█| 10186/10186 [2:47:07<00:00,  1.02it/s, v_num=0gjq, train/loss=3\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Waiting for W&B process to finish... \u001b[32m(success).\u001b[0m\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[34m\u001b[1mwandb\u001b[0m: \r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Run history:\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:              batchidx ▁▁▁▂▂▂▂▂▂▃▃▃▃▃▄▄▄▄▄▄▅▅▅▅▅▅▆▆▆▆▆▇▇▇▇▇▇███\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:                 epoch ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:           global_rank ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:          real_ctx_len ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:               substep ▁▁▁▂▂▂▂▂▂▃▃▃▃▃▄▄▄▄▄▄▅▅▅▅▅▅▆▆▆▆▆▇▇▇▇▇▇███\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:            train/loss █▇▆▅▅▅▄▄▄▄▄▄▃▄▃▃▂▃▃▁▃▂▃▃▃▃▃▃▂▁▃▃▁▂▂▂▂▁▂▂\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:   trainer/global_step ▁▁▁▂▂▂▂▂▂▃▃▃▃▃▃▄▄▄▄▄▅▅▅▅▅▅▆▆▆▆▆▆▇▇▇▇▇███\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: trainer/learning_rate ███▇▇▇▇▇▇▆▆▆▆▆▅▅▅▅▅▅▄▄▄▄▄▄▃▃▃▃▃▂▂▂▂▂▂▁▁▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:       validation/loss ▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: \r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Run summary:\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:              batchidx 51\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:                 epoch 0\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:           global_rank 0\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:          real_ctx_len 4095\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:               substep 408\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:            train/loss 3.95312\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:   trainer/global_step 2546\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: trainer/learning_rate 0.0004\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:       validation/loss 3.60836\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: \r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run \u001b[33mv5-hs32-L6-D2048-E0.1 - Enwiki-4k Foundation (train-ctx=4k, deepspeed_stage_1)\u001b[0m at: \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments/runs/9sz40gjq\u001b[0m\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Synced 5 W&B file(s), 0 media file(s), 2 artifact file(s) and 0 other file(s)\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Find logs at: \u001b[35m\u001b[1m./wandb/run-20230826_072919-9sz40gjq/logs\u001b[0m\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Start the foundation model training\n",
+    "!cd \"{TRAINER_DIR}\" && \\\n",
+    "    export RWKV_WAVENET_LAYERS=\"{RWKV_WAVENET_LAYERS}\" && \\\n",
+    "    export WANDB_MODE=\"{WANDB_MODE}\" && \\\n",
+    "    python lightning_trainer.py fit \\\n",
+    "        -c \"{NOTEBOOK_DIR}/v5base-enwiki-4k.yaml\" \\\n",
+    "        --trainer.logger.init_args.name=\"{WANDB_PREFIX} - Enwiki-4k Foundation (train-ctx=4k, {DEEPSPEED_STRAT})\" \\\n",
+    "        --trainer.strategy=\"{DEEPSPEED_STRAT}\" \\\n",
+    "        --trainer.devices=\"{GPU_DEVICES}\" \\\n",
+    "        --trainer.callbacks.init_args.dirpath=\"../checkpoint/{FILENAME_PREFIX}-enwiki-4k/\" \\\n",
+    "        --model.load_model=\"../model/{FILENAME_PREFIX}-neox-init.pth\" \\\n",
+    "        --model.ctx_len=4096 \\\n",
+    "        --model.bptt_learning_range=1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "d01984ad",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T10:17:51.767132Z",
+     "iopub.status.busy": "2023-08-26T10:17:51.766748Z",
+     "iopub.status.idle": "2023-08-26T10:18:00.340300Z",
+     "shell.execute_reply": "2023-08-26T10:18:00.339654Z"
+    },
+    "papermill": {
+     "duration": 9.133881,
+     "end_time": "2023-08-26T10:18:00.342057",
+     "exception": false,
+     "start_time": "2023-08-26T10:17:51.208176",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Processing zero checkpoint '../checkpoint/v5-hs32-L6-D2048-E0_1-enwiki-4k/last.ckpt/checkpoint'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected checkpoint of type zero stage ZeroStageEnum.optimizer_states, world_size: 8\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Parsing checkpoint created by deepspeed==0.9.3\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reconstructed fp32 state dict with 126 params 533234432 elements\r\n",
+      "Saving bf16 state dict to ../model/v5-hs32-L6-D2048-E0_1-enwiki-4k.pth\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-rw-r--r-- 1 root root 1018M Aug 26 10:17 ../model/v5-hs32-L6-D2048-E0_1-enwiki-4k.pth\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Lets export the model from the checkpoint\n",
+    "!cd \"{TRAINER_DIR}\" && \\\n",
+    "    python export_checkpoint.py \"../checkpoint/{FILENAME_PREFIX}-enwiki-4k/last.ckpt\" \"../model/{FILENAME_PREFIX}-enwiki-4k.pth\" \"bf16\"\n",
+    "!cd \"{TRAINER_DIR}\" && ls -alh \"../model/{FILENAME_PREFIX}-enwiki-4k.pth\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "cad9fc09",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T10:18:01.453966Z",
+     "iopub.status.busy": "2023-08-26T10:18:01.453669Z",
+     "iopub.status.idle": "2023-08-26T10:19:10.552371Z",
+     "shell.execute_reply": "2023-08-26T10:19:10.551422Z"
+    },
+    "papermill": {
+     "duration": 69.654003,
+     "end_time": "2023-08-26T10:19:10.554265",
+     "exception": false,
+     "start_time": "2023-08-26T10:18:00.900262",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--- DRAGON PROMPT ---\r\n",
+      "In a shocking finding, scientist discovered a herd of dragons living in a remote, previously unexplored valley, in Tibet. Even more surprising to the researchers was the fact that the dragons spoke perfect Chinese."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " It"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " so"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " rare"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " that"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " they"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " had"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " ability"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " to"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " take"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " out"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " hundreds"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " of"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " thousands"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " of"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " man"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "'s"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " genetic"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " notes"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
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+    {
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " form"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " to"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " time"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " of"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " era"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " The"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " key"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " question"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " about"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " chron"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "ology"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " is"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " that"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " there"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " a"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " variety\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "# # Lets do a quick dragon prompt validation\n",
+    "!cd \"{INFERENCE_DIR}\" && \\\n",
+    "    export RWKV_WAVENET_LAYERS=\"{RWKV_WAVENET_LAYERS}\" && \\\n",
+    "    python3 dragon_test.py \"../model/{FILENAME_PREFIX}-enwiki-4k.pth\" \"cuda fp32\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "2c7bd9c3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T10:19:11.803744Z",
+     "iopub.status.busy": "2023-08-26T10:19:11.802897Z",
+     "iopub.status.idle": "2023-08-26T10:19:22.854480Z",
+     "shell.execute_reply": "2023-08-26T10:19:22.853565Z"
+    },
+    "papermill": {
+     "duration": 11.616292,
+     "end_time": "2023-08-26T10:19:22.856169",
+     "exception": false,
+     "start_time": "2023-08-26T10:19:11.239877",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Traceback (most recent call last):\r\n",
+      "  File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-headsize32/../memory_script/eval_v5_memory_guided.py\", line 366, in <module>\r\n",
+      "    asyncio.run(main_function())\r\n",
+      "  File \"/usr/lib/python3.11/asyncio/runners.py\", line 190, in run\r\n",
+      "    return runner.run(main)\r\n",
+      "           ^^^^^^^^^^^^^^^^\r\n",
+      "  File \"/usr/lib/python3.11/asyncio/runners.py\", line 118, in run\r\n",
+      "    return self._loop.run_until_complete(task)\r\n",
+      "           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n",
+      "  File \"/usr/lib/python3.11/asyncio/base_events.py\", line 653, in run_until_complete\r\n",
+      "    return future.result()\r\n",
+      "           ^^^^^^^^^^^^^^^\r\n",
+      "  File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-headsize32/../memory_script/eval_v5_memory_guided.py\", line 58, in main_function\r\n",
+      "    model = SimpleRWKV(model_path, device=\"cuda\")\r\n",
+      "            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\r\n",
+      "  File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 1378, in __init__\r\n",
+      "    self.model = RWKV(**model_config)\r\n",
+      "                 ^^^^^^^^^^^^^^^^^^^^\r\n",
+      "  File \"/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5/src/model.py\", line 650, in __init__\r\n",
+      "    self.load_state_dict(model_weights)\r\n",
+      "  File \"/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py\", line 2041, in load_state_dict\r\n",
+      "    raise RuntimeError('Error(s) in loading state_dict for {}:\\n\\t{}'.format(\r\n",
+      "RuntimeError: Error(s) in loading state_dict for RWKV:\r\n",
+      "\tsize mismatch for blocks.0.att.time_decay: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n",
+      "\tsize mismatch for blocks.0.att.time_faaaa: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n",
+      "\tsize mismatch for blocks.1.att.time_decay: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n",
+      "\tsize mismatch for blocks.1.att.time_faaaa: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n",
+      "\tsize mismatch for blocks.2.att.time_decay: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n",
+      "\tsize mismatch for blocks.2.att.time_faaaa: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n",
+      "\tsize mismatch for blocks.3.att.time_decay: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n",
+      "\tsize mismatch for blocks.3.att.time_faaaa: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n",
+      "\tsize mismatch for blocks.4.att.time_decay: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n",
+      "\tsize mismatch for blocks.4.att.time_faaaa: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n",
+      "\tsize mismatch for blocks.5.att.time_decay: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n",
+      "\tsize mismatch for blocks.5.att.time_faaaa: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([32]).\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Lets do a quick memory test\n",
+    "!export RWKV_WAVENET_LAYERS=\"{RWKV_WAVENET_LAYERS}\" && \\\n",
+    "        python3 ../memory_script/eval_v5_memory_guided.py \"{PROJECT_DIR}/model/{FILENAME_PREFIX}-enwiki-4k.pth\""
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "a2881385",
+   "metadata": {
+    "papermill": {
+     "duration": 0.68617,
+     "end_time": "2023-08-26T10:19:24.118277",
+     "exception": false,
+     "start_time": "2023-08-26T10:19:23.432107",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "source": [
+    "# Enwiki Stage 2 : Basic Instruct Tuning"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "67f2f796",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T10:19:25.254199Z",
+     "iopub.status.busy": "2023-08-26T10:19:25.253352Z",
+     "iopub.status.idle": "2023-08-26T10:19:32.769820Z",
+     "shell.execute_reply": "2023-08-26T10:19:32.769190Z"
+    },
+    "papermill": {
+     "duration": 8.088274,
+     "end_time": "2023-08-26T10:19:32.771899",
+     "exception": false,
+     "start_time": "2023-08-26T10:19:24.683625",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Found cached dataset parquet (/actions-runner/.cache/huggingface/datasets/c-s-ale___parquet/c-s-ale--dolly-15k-instruction-alpaca-format-9dfbb23260d63d9d/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7)\r\n",
+      "\r",
+      "  0%|                                                     | 0/1 [00:00<?, ?it/s]\r",
+      "100%|████████████████████████████████████████████| 1/1 [00:00<00:00, 677.92it/s]\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached processed dataset at /actions-runner/.cache/huggingface/datasets/c-s-ale___parquet/c-s-ale--dolly-15k-instruction-alpaca-format-9dfbb23260d63d9d/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-3a81f68e4498c60a_*_of_00064.arrow\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached processed dataset at /actions-runner/.cache/huggingface/datasets/c-s-ale___parquet/c-s-ale--dolly-15k-instruction-alpaca-format-9dfbb23260d63d9d/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-36c9ee56cc63a264_*_of_00064.arrow\r\n",
+      "Loading cached split indices for dataset at /actions-runner/.cache/huggingface/datasets/c-s-ale___parquet/c-s-ale--dolly-15k-instruction-alpaca-format-9dfbb23260d63d9d/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-4f2b89ca1acce20d.arrow and /actions-runner/.cache/huggingface/datasets/c-s-ale___parquet/c-s-ale--dolly-15k-instruction-alpaca-format-9dfbb23260d63d9d/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-c7f7bd164be56255.arrow\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/1 shards):   0%|         | 0/14932 [00:00<?, ? examples/s]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/1 shards): 100%|█| 14932/14932 [00:00<00:00, 154288.74 exa\r",
+      "                                                                                \r",
+      "\r",
+      "Saving the dataset (0/1 shards):   0%|            | 0/76 [00:00<?, ? examples/s]\r",
+      "Saving the dataset (1/1 shards): 100%|█| 76/76 [00:00<00:00, 6783.87 examples/s]\r",
+      "                                                                                \r"
+     ]
+    }
+   ],
+   "source": [
+    "# Lets preload the requried dataset\n",
+    "!cd \"{TRAINER_DIR}\" && \\\n",
+    "    python3 preload_datapath.py \"{NOTEBOOK_DIR}/v5base-enwiki-instruct.yaml\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "8199ef43",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T10:19:33.969488Z",
+     "iopub.status.busy": "2023-08-26T10:19:33.968573Z",
+     "iopub.status.idle": "2023-08-26T10:37:58.121773Z",
+     "shell.execute_reply": "2023-08-26T10:37:58.120895Z"
+    },
+    "papermill": {
+     "duration": 1104.797383,
+     "end_time": "2023-08-26T10:37:58.123838",
+     "exception": false,
+     "start_time": "2023-08-26T10:19:33.326455",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/lib/python3.11/dist-packages/lightning/pytorch/cli.py:484: UserWarning: LightningCLI's args parameter is intended to run from within Python like if it were from the command line. To prevent mistakes it is not recommended to provide both args and command line arguments, got: sys.argv[1:]=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-headsize32/v5base-enwiki-instruct.yaml', '--trainer.logger.init_args.name=v5-hs32-L6-D2048-E0.1 - Enwiki-Instruct (train-ctx=4k, deepspeed_stage_1)', '--trainer.strategy=deepspeed_stage_1', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5-hs32-L6-D2048-E0_1-enwiki-instruct/', '--model.load_model=../model/v5-hs32-L6-D2048-E0_1-enwiki-4k.pth', '--model.ctx_len=4096', '--model.bptt_learning_range=1'], args=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-headsize32/v5base-enwiki-instruct.yaml', '--trainer.logger.init_args.name=v5-hs32-L6-D2048-E0.1 - Enwiki-Instruct (train-ctx=4k, deepspeed_stage_1)', '--trainer.strategy=deepspeed_stage_1', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5-hs32-L6-D2048-E0_1-enwiki-instruct/', '--model.load_model=../model/v5-hs32-L6-D2048-E0_1-enwiki-4k.pth', '--model.ctx_len=4096', '--model.bptt_learning_range=1'].\r\n",
+      "  rank_zero_warn(\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/lib/python3.11/dist-packages/lightning/fabric/utilities/seed.py:39: UserWarning: No seed found, seed set to 68094276\r\n",
+      "  rank_zero_warn(f\"No seed found, seed set to {seed}\")\r\n",
+      "Global seed set to 68094276\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mpicocreator\u001b[0m (\u001b[33mrwkv-x-dev\u001b[0m). Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[34m\u001b[1mwandb\u001b[0m: wandb version 0.15.8 is available!  To upgrade, please run:\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:  $ pip install wandb --upgrade\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Tracking run with wandb version 0.15.4\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Run data is saved locally in \u001b[35m\u001b[1m./wandb/run-20230826_101940-28oas2ag\u001b[0m\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Run \u001b[1m`wandb offline`\u001b[0m to turn off syncing.\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Syncing run \u001b[33mv5-hs32-L6-D2048-E0.1 - Enwiki-Instruct (train-ctx=4k, deepspeed_stage_1)\u001b[0m\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: ⭐️ View project at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments\u001b[0m\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments/runs/28oas2ag\u001b[0m\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/lib/python3.11/dist-packages/lightning/fabric/connector.py:562: UserWarning: bf16 is supported for historical reasons but its usage is discouraged. Please set your precision to bf16-mixed instead!\r\n",
+      "  rank_zero_warn(\r\n",
+      "GPU available: True (cuda), used: True\r\n",
+      "TPU available: False, using: 0 TPU cores\r\n",
+      "IPU available: False, using: 0 IPUs\r\n",
+      "HPU available: False, using: 0 HPUs\r\n",
+      "\r\n",
+      "\r\n",
+      "[RWKV.Trainer] Applying 'target_batch_size' with the following:\r\n",
+      "   - target_batch_size:       32\r\n",
+      "   - num_nodes:               1\r\n",
+      "   - num_devices:             8\r\n",
+      "   - accumulate_grad_batches: 4\r\n",
+      "   - effective_batch_size:    32\r\n",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Found cached dataset parquet (/actions-runner/.cache/huggingface/datasets/c-s-ale___parquet/c-s-ale--dolly-15k-instruction-alpaca-format-9dfbb23260d63d9d/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7)\r\n",
+      "\r",
+      "  0%|                                                     | 0/1 [00:00<?, ?it/s]\r",
+      "100%|████████████████████████████████████████████| 1/1 [00:00<00:00, 513.76it/s]\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached processed dataset at /actions-runner/.cache/huggingface/datasets/c-s-ale___parquet/c-s-ale--dolly-15k-instruction-alpaca-format-9dfbb23260d63d9d/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-3a81f68e4498c60a_*_of_00064.arrow\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached processed dataset at /actions-runner/.cache/huggingface/datasets/c-s-ale___parquet/c-s-ale--dolly-15k-instruction-alpaca-format-9dfbb23260d63d9d/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-36c9ee56cc63a264_*_of_00064.arrow\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading cached split indices for dataset at /actions-runner/.cache/huggingface/datasets/c-s-ale___parquet/c-s-ale--dolly-15k-instruction-alpaca-format-9dfbb23260d63d9d/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-4f2b89ca1acce20d.arrow and /actions-runner/.cache/huggingface/datasets/c-s-ale___parquet/c-s-ale--dolly-15k-instruction-alpaca-format-9dfbb23260d63d9d/0.0.0/14a00e99c0d15a23649d0db8944380ac81082d4b021f398733dd84f3a6c569a7/cache-c7f7bd164be56255.arrow\r\n",
+      "\r",
+      "Saving the dataset (0/1 shards):   0%|         | 0/14932 [00:00<?, ? examples/s]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (0/1 shards): 100%|█| 14932/14932 [00:00<00:00, 143838.95 exa\r",
+      "Saving the dataset (1/1 shards): 100%|█| 14932/14932 [00:00<00:00, 143838.95 exa\r",
+      "                                                                                \r",
+      "\r",
+      "Saving the dataset (0/1 shards):   0%|            | 0/76 [00:00<?, ? examples/s]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Saving the dataset (1/1 shards): 100%|█| 76/76 [00:00<00:00, 5149.63 examples/s]\r",
+      "                                                                                \r",
+      "[rank: 0] Global seed set to 68094276\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 0, MEMBER: 1/8\r\n",
+      "[2023-08-26 10:19:48,926] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n",
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n",
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n",
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n",
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 6] Global seed set to 68094276\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 7] Global seed set to 68094276\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 1] Global seed set to 68094276\r\n",
+      "[rank: 5] Global seed set to 68094276\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 3] Global seed set to 68094276\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 2] Global seed set to 68094276\r\n",
+      "[rank: 4] Global seed set to 68094276\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 4] Global seed set to 68094276\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 4, MEMBER: 5/8\r\n",
+      "[2023-08-26 10:20:02,514] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 3] Global seed set to 68094276\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 3, MEMBER: 4/8\r\n",
+      "[2023-08-26 10:20:03,035] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 5] Global seed set to 68094276\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 5, MEMBER: 6/8\r\n",
+      "[2023-08-26 10:20:03,085] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 2] Global seed set to 68094276\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 2, MEMBER: 3/8\r\n",
+      "[2023-08-26 10:20:03,108] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 7] Global seed set to 68094276\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 7, MEMBER: 8/8\r\n",
+      "[2023-08-26 10:20:03,153] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 6] Global seed set to 68094276\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 6, MEMBER: 7/8\r\n",
+      "[2023-08-26 10:20:03,276] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[rank: 1] Global seed set to 68094276\r\n",
+      "initializing deepspeed distributed: GLOBAL_RANK: 1, MEMBER: 2/8\r\n",
+      "[2023-08-26 10:20:03,347] [WARNING] [comm.py:152:init_deepspeed_backend] NCCL backend in DeepSpeed not yet implemented\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Enabling DeepSpeed BF16.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 3 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 1 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 4 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 7 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 2 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "LOCAL_RANK: 6 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "#\r\n",
+      "# RWKV lighting_trainer.py important notes \r\n",
+      "# https://github.com/RWKV/RWKV-infctx-trainer \r\n",
+      "#\r\n",
+      "# - Ensure your host is not running cuda 12.0 (use either 11.8, or >=12.1), as this is known to have freeze issues\r\n",
+      "# - The terms used in wandb / the progress bar can be confusing, see the github README.md for beter clarifications\r\n",
+      "# - When resuming from checkpoint, the estimated time is inaccurate\r\n",
+      "#LOCAL_RANK: 5 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]\r\n",
+      "\r\n",
+      "\r\n",
+      "[RWKV.model] Configuring optimizer with\r\n",
+      "    - lr_init:  4.000e-04 (0.0004)\r\n",
+      "    - lr_final: 3.000e-04 (0.0003)\r\n",
+      "\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected CUDA files, patching ldflags\r\n",
+      "Emitting ninja build file /root/.cache/torch_extensions/py311_cu118/fused_adam/build.ninja...\r\n",
+      "Building extension module fused_adam...\r\n",
+      "Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)\r\n",
+      "ninja: no work to do.\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Time to load fused_adam op: 0.07085037231445312 seconds\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading extension module fused_adam...\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Loading extension module fused_adam...\r\n",
+      "Time to load fused_adam op: 0.10151219367980957 seconds\r\n",
+      "Time to load fused_adam op: 0.1011807918548584 seconds\r\n",
+      "Time to load fused_adam op: 0.10185527801513672 seconds\r\n",
+      "Loading `train_dataloader` to estimate number of stepping batches.\r\n",
+      "Time to load fused_adam op: 0.10194730758666992 seconds\r\n",
+      "Time to load fused_adam op: 0.10143423080444336 seconds\r\n",
+      "Time to load fused_adam op: 0.10146594047546387 seconds\r\n",
+      "Time to load fused_adam op: 0.10157418251037598 seconds\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Emitting ninja build file /root/.cache/torch_extensions/py311_cu118/utils/build.ninja...\r\n",
+      "Building extension module utils...\r\n",
+      "Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)\r\n",
+      "ninja: no work to do.\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.0713951587677002 seconds\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Loading extension module utils...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.10219931602478027 seconds\r\n",
+      "Loading extension module utils...\r\n",
+      "Loading extension module utils...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.10209369659423828 seconds\r\n",
+      "Loading extension module utils...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.10286974906921387 seconds\r\n",
+      "Time to load utils op: 0.1024172306060791 seconds\r\n",
+      "Time to load utils op: 0.10242533683776855 seconds\r\n",
+      "Time to load utils op: 0.10226178169250488 seconds\r\n",
+      "Time to load utils op: 0.10172843933105469 seconds\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 2 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 0 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 4 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 7 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 1 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 6 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 5 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank: 3 partition count [8, 8] and sizes[(66654208, False), (96, False)] \r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.0005695819854736328 seconds\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.0005481243133544922 seconds\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.000606536865234375 seconds\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.000843048095703125 seconds\r\n",
+      "Time to load utils op: 0.0006282329559326172 seconds\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.0006814002990722656 seconds\r\n",
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.0010170936584472656 seconds\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n",
+      "No modifications detected for re-loaded extension module utils, skipping build step...\r\n",
+      "Loading extension module utils...\r\n",
+      "Time to load utils op: 0.0008132457733154297 seconds\r\n",
+      "\r\n",
+      "  | Name   | Type       | Params\r\n",
+      "--------------------------------------\r\n",
+      "0 | emb    | Embedding  | 102 M \r\n",
+      "1 | blocks | ModuleList | 327 M \r\n",
+      "2 | ln_out | LayerNorm  | 4.1 K \r\n",
+      "3 | head   | Linear     | 102 M \r\n",
+      "--------------------------------------\r\n",
+      "533 M     Trainable params\r\n",
+      "0         Non-trainable params\r\n",
+      "533 M     Total params\r\n",
+      "2,132.938 Total estimated model params size (MB)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Training: 0it [00:00, ?it/s]\r",
+      "Training:   0%|                                        | 0/1867 [00:00<?, ?it/s]\r",
+      "Epoch 0:   0%|                                         | 0/1867 [00:00<?, ?it/s]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%|                               | 1/1867 [00:13<7:02:15, 13.58s/it]\r",
+      "Epoch 0:   0%| | 1/1867 [00:13<7:02:18, 13.58s/it, v_num=s2ag, train/loss=5.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 2/1867 [00:14<3:48:08,  7.34s/it, v_num=s2ag, train/loss=5.340]\r",
+      "Epoch 0:   0%| | 2/1867 [00:14<3:48:10,  7.34s/it, v_num=s2ag, train/loss=5.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 3/1867 [00:14<2:32:37,  4.91s/it, v_num=s2ag, train/loss=5.120]\r",
+      "Epoch 0:   0%| | 3/1867 [00:14<2:32:37,  4.91s/it, v_num=s2ag, train/loss=8.380]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 4/1867 [00:20<2:35:35,  5.01s/it, v_num=s2ag, train/loss=8.380]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 4/1867 [00:20<2:40:04,  5.16s/it, v_num=s2ag, train/loss=4.190]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   0%| | 5/1867 [00:20<2:08:26,  4.14s/it, v_num=s2ag, train/loss=4.190]\r",
+      "Epoch 0:   0%| | 5/1867 [00:20<2:08:26,  4.14s/it, v_num=s2ag, train/loss=4.440]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+      "Epoch 0:   0%| | 7/1867 [00:22<1:38:46,  3.19s/it, v_num=s2ag, train/loss=3.950]"
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+      "Epoch 0:   0%| | 9/1867 [00:26<1:29:33,  2.89s/it, v_num=s2ag, train/loss=2.670]"
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+      "Epoch 0:   1%| | 10/1867 [00:26<1:20:44,  2.61s/it, v_num=s2ag, train/loss=3.720"
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+      "Epoch 0:   1%| | 11/1867 [00:26<1:13:30,  2.38s/it, v_num=s2ag, train/loss=3.920"
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+      "Epoch 0:   1%| | 12/1867 [00:29<1:16:48,  2.48s/it, v_num=s2ag, train/loss=4.660"
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+      "Epoch 0:   1%| | 13/1867 [00:29<1:11:03,  2.30s/it, v_num=s2ag, train/loss=3.860"
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+      "Epoch 0:   1%| | 14/1867 [00:29<1:06:03,  2.14s/it, v_num=s2ag, train/loss=3.810"
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+      "Epoch 0:   1%| | 15/1867 [00:29<1:01:43,  2.00s/it, v_num=s2ag, train/loss=2.390"
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+      "Epoch 0:   1%| | 16/1867 [00:33<1:04:05,  2.08s/it, v_num=s2ag, train/loss=3.120"
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+      "Epoch 0:   1%| | 17/1867 [00:33<1:00:25,  1.96s/it, v_num=s2ag, train/loss=4.750"
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+      "Epoch 0:   1%|  | 18/1867 [00:33<57:08,  1.85s/it, v_num=s2ag, train/loss=4.530]"
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+      "Epoch 0:   1%|  | 19/1867 [00:33<54:10,  1.76s/it, v_num=s2ag, train/loss=3.610]"
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+      "Epoch 0:   1%|  | 20/1867 [00:35<55:15,  1.80s/it, v_num=s2ag, train/loss=5.310]"
+     ]
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+      "Epoch 0:   1%|  | 21/1867 [00:35<52:41,  1.71s/it, v_num=s2ag, train/loss=3.120]"
+     ]
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+      "Epoch 0:   1%|  | 22/1867 [00:36<50:20,  1.64s/it, v_num=s2ag, train/loss=3.120]"
+     ]
+    },
+    {
+     "name": "stdout",
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+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   1%|  | 23/1867 [00:36<49:12,  1.60s/it, v_num=s2ag, train/loss=3.730]"
+     ]
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+     "name": "stdout",
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+      "Epoch 0:   1%|  | 24/1867 [00:39<50:14,  1.64s/it, v_num=s2ag, train/loss=4.160]"
+     ]
+    },
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+     "name": "stdout",
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+      "Epoch 0:   1%|  | 25/1867 [00:39<48:20,  1.57s/it, v_num=s2ag, train/loss=2.550]"
+     ]
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+     "name": "stdout",
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+      "Epoch 0:   1%|  | 26/1867 [00:40<47:21,  1.54s/it, v_num=s2ag, train/loss=2.140]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   1%|  | 27/1867 [00:40<46:26,  1.51s/it, v_num=s2ag, train/loss=2.140]\r",
+      "Epoch 0:   1%|  | 27/1867 [00:40<46:26,  1.51s/it, v_num=s2ag, train/loss=3.060]"
+     ]
+    },
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+     "name": "stdout",
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+      "Epoch 0:   1%|  | 28/1867 [00:42<46:38,  1.52s/it, v_num=s2ag, train/loss=3.060]\r",
+      "Epoch 0:   1%|  | 28/1867 [00:42<46:38,  1.52s/it, v_num=s2ag, train/loss=2.770]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   2%|  | 29/1867 [00:42<45:03,  1.47s/it, v_num=s2ag, train/loss=2.770]\r",
+      "Epoch 0:   2%|  | 29/1867 [00:42<45:04,  1.47s/it, v_num=s2ag, train/loss=3.640]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   2%|  | 30/1867 [00:42<43:35,  1.42s/it, v_num=s2ag, train/loss=3.640]\r",
+      "Epoch 0:   2%|  | 30/1867 [00:42<43:36,  1.42s/it, v_num=s2ag, train/loss=2.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   2%|  | 31/1867 [00:42<42:13,  1.38s/it, v_num=s2ag, train/loss=2.940]\r",
+      "Epoch 0:   2%|  | 31/1867 [00:42<42:13,  1.38s/it, v_num=s2ag, train/loss=3.550]"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   2%|  | 32/1867 [00:45<43:44,  1.43s/it, v_num=s2ag, train/loss=3.550]\r",
+      "Epoch 0:   2%|  | 32/1867 [00:45<43:44,  1.43s/it, v_num=s2ag, train/loss=3.920]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   2%|  | 33/1867 [00:45<42:27,  1.39s/it, v_num=s2ag, train/loss=3.920]\r",
+      "Epoch 0:   2%|  | 33/1867 [00:45<42:27,  1.39s/it, v_num=s2ag, train/loss=3.750]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   2%|  | 34/1867 [00:45<41:14,  1.35s/it, v_num=s2ag, train/loss=3.750]\r",
+      "Epoch 0:   2%|  | 34/1867 [00:45<41:14,  1.35s/it, v_num=s2ag, train/loss=3.440]"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   2%|  | 35/1867 [00:45<40:05,  1.31s/it, v_num=s2ag, train/loss=3.480]"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   2%|  | 36/1867 [00:48<40:59,  1.34s/it, v_num=s2ag, train/loss=3.480]\r",
+      "Epoch 0:   2%|  | 36/1867 [00:48<40:59,  1.34s/it, v_num=s2ag, train/loss=4.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   2%|  | 37/1867 [00:48<39:55,  1.31s/it, v_num=s2ag, train/loss=4.280]\r",
+      "Epoch 0:   2%|  | 37/1867 [00:48<39:55,  1.31s/it, v_num=s2ag, train/loss=4.750]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   2%|  | 38/1867 [00:48<38:53,  1.28s/it, v_num=s2ag, train/loss=4.750]\r",
+      "Epoch 0:   2%|  | 38/1867 [00:48<38:53,  1.28s/it, v_num=s2ag, train/loss=3.310]"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   2%|  | 39/1867 [00:48<37:55,  1.24s/it, v_num=s2ag, train/loss=3.310]\r",
+      "Epoch 0:   2%|  | 39/1867 [00:48<37:55,  1.24s/it, v_num=s2ag, train/loss=2.860]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   2%|  | 40/1867 [00:51<38:51,  1.28s/it, v_num=s2ag, train/loss=2.860]\r",
+      "Epoch 0:   2%|  | 40/1867 [00:51<38:51,  1.28s/it, v_num=s2ag, train/loss=4.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   2%|  | 41/1867 [00:51<37:55,  1.25s/it, v_num=s2ag, train/loss=4.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   2%|  | 42/1867 [00:51<37:02,  1.22s/it, v_num=s2ag, train/loss=4.310]\r",
+      "Epoch 0:   2%|  | 42/1867 [00:51<37:02,  1.22s/it, v_num=s2ag, train/loss=3.830]"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   2%|  | 43/1867 [00:51<36:11,  1.19s/it, v_num=s2ag, train/loss=3.830]\r",
+      "Epoch 0:   2%|  | 43/1867 [00:51<36:11,  1.19s/it, v_num=s2ag, train/loss=3.550]"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   2%|  | 44/1867 [00:54<37:34,  1.24s/it, v_num=s2ag, train/loss=3.550]\r",
+      "Epoch 0:   2%|  | 44/1867 [00:54<37:34,  1.24s/it, v_num=s2ag, train/loss=3.530]"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   2%|  | 45/1867 [00:54<36:46,  1.21s/it, v_num=s2ag, train/loss=3.660]"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   2%|  | 46/1867 [00:54<35:58,  1.19s/it, v_num=s2ag, train/loss=3.560]"
+     ]
+    },
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+     "name": "stdout",
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+      "Epoch 0:   3%|  | 47/1867 [00:54<35:15,  1.16s/it, v_num=s2ag, train/loss=2.880]"
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+    },
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+      "Epoch 0:   3%|  | 48/1867 [00:57<36:07,  1.19s/it, v_num=s2ag, train/loss=2.770]"
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+      "Epoch 0:   3%|  | 49/1867 [00:57<35:24,  1.17s/it, v_num=s2ag, train/loss=5.000]"
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+      "Epoch 0:   3%|  | 50/1867 [00:57<34:43,  1.15s/it, v_num=s2ag, train/loss=4.620]"
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+      "Epoch 0:   3%|  | 51/1867 [00:57<34:04,  1.13s/it, v_num=s2ag, train/loss=2.940]"
+     ]
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+      "Epoch 0:   3%|  | 52/1867 [01:00<35:16,  1.17s/it, v_num=s2ag, train/loss=2.840]"
+     ]
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+      "Epoch 0:   3%|  | 53/1867 [01:00<34:37,  1.15s/it, v_num=s2ag, train/loss=2.840]\r",
+      "Epoch 0:   3%|  | 53/1867 [01:00<34:37,  1.15s/it, v_num=s2ag, train/loss=3.200]"
+     ]
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+      "Epoch 0:   3%|  | 54/1867 [01:01<34:11,  1.13s/it, v_num=s2ag, train/loss=3.200]\r",
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+     ]
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+      "Epoch 0:   3%|  | 55/1867 [01:01<33:35,  1.11s/it, v_num=s2ag, train/loss=2.660]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
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+      "Epoch 0:   3%|  | 58/1867 [01:03<32:57,  1.09s/it, v_num=s2ag, train/loss=3.700]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   3%|  | 59/1867 [01:04<32:48,  1.09s/it, v_num=s2ag, train/loss=3.090]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   3%|  | 60/1867 [01:06<33:09,  1.10s/it, v_num=s2ag, train/loss=4.220]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   3%|  | 61/1867 [01:06<32:38,  1.08s/it, v_num=s2ag, train/loss=3.670]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   3%|  | 62/1867 [01:06<32:07,  1.07s/it, v_num=s2ag, train/loss=4.250]\r",
+      "Epoch 0:   3%|  | 62/1867 [01:06<32:07,  1.07s/it, v_num=s2ag, train/loss=1.990]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   3%|  | 63/1867 [01:06<31:37,  1.05s/it, v_num=s2ag, train/loss=1.990]\r",
+      "Epoch 0:   3%|  | 63/1867 [01:06<31:37,  1.05s/it, v_num=s2ag, train/loss=3.700]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   3%|  | 64/1867 [01:08<31:59,  1.06s/it, v_num=s2ag, train/loss=3.700]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   3%|  | 65/1867 [01:08<31:30,  1.05s/it, v_num=s2ag, train/loss=3.420]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   4%|  | 66/1867 [01:08<31:02,  1.03s/it, v_num=s2ag, train/loss=4.220]\r",
+      "Epoch 0:   4%|  | 66/1867 [01:08<31:02,  1.03s/it, v_num=s2ag, train/loss=3.080]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   4%|  | 67/1867 [01:08<30:35,  1.02s/it, v_num=s2ag, train/loss=3.080]\r",
+      "Epoch 0:   4%|  | 67/1867 [01:08<30:35,  1.02s/it, v_num=s2ag, train/loss=3.500]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   4%|  | 68/1867 [01:10<31:11,  1.04s/it, v_num=s2ag, train/loss=3.500]\r",
+      "Epoch 0:   4%|  | 68/1867 [01:10<31:11,  1.04s/it, v_num=s2ag, train/loss=3.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   4%|  | 69/1867 [01:10<30:44,  1.03s/it, v_num=s2ag, train/loss=3.940]\r",
+      "Epoch 0:   4%|  | 69/1867 [01:10<30:44,  1.03s/it, v_num=s2ag, train/loss=4.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   4%|  | 70/1867 [01:10<30:18,  1.01s/it, v_num=s2ag, train/loss=4.470]\r",
+      "Epoch 0:   4%|  | 70/1867 [01:10<30:18,  1.01s/it, v_num=s2ag, train/loss=4.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   4%|  | 71/1867 [01:10<29:54,  1.00it/s, v_num=s2ag, train/loss=4.030]\r",
+      "Epoch 0:   4%|  | 71/1867 [01:10<29:54,  1.00it/s, v_num=s2ag, train/loss=2.780]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   4%|  | 72/1867 [01:13<30:44,  1.03s/it, v_num=s2ag, train/loss=2.780]\r",
+      "Epoch 0:   4%|  | 72/1867 [01:13<30:44,  1.03s/it, v_num=s2ag, train/loss=4.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   4%|  | 73/1867 [01:14<30:19,  1.01s/it, v_num=s2ag, train/loss=4.030]\r",
+      "Epoch 0:   4%|  | 73/1867 [01:14<30:19,  1.01s/it, v_num=s2ag, train/loss=3.110]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   4%|  | 74/1867 [01:14<29:55,  1.00s/it, v_num=s2ag, train/loss=3.110]\r",
+      "Epoch 0:   4%|  | 74/1867 [01:14<29:55,  1.00s/it, v_num=s2ag, train/loss=3.020]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   4%|  | 75/1867 [01:14<29:31,  1.01it/s, v_num=s2ag, train/loss=3.020]\r",
+      "Epoch 0:   4%|  | 75/1867 [01:14<29:31,  1.01it/s, v_num=s2ag, train/loss=3.950]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   4%|  | 76/1867 [01:15<29:49,  1.00it/s, v_num=s2ag, train/loss=3.950]\r",
+      "Epoch 0:   4%|  | 76/1867 [01:15<29:49,  1.00it/s, v_num=s2ag, train/loss=2.550]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%|  | 77/1867 [01:15<29:26,  1.01it/s, v_num=s2ag, train/loss=2.550]\r",
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+      "Epoch 0:   4%|  | 78/1867 [01:16<29:03,  1.03it/s, v_num=s2ag, train/loss=4.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%|  | 79/1867 [01:16<28:41,  1.04it/s, v_num=s2ag, train/loss=4.280]\r",
+      "Epoch 0:   4%|  | 79/1867 [01:16<28:41,  1.04it/s, v_num=s2ag, train/loss=4.380]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%|  | 80/1867 [01:17<28:59,  1.03it/s, v_num=s2ag, train/loss=4.380]\r",
+      "Epoch 0:   4%|  | 80/1867 [01:17<28:59,  1.03it/s, v_num=s2ag, train/loss=3.520]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%|  | 81/1867 [01:17<28:37,  1.04it/s, v_num=s2ag, train/loss=3.520]\r",
+      "Epoch 0:   4%|  | 81/1867 [01:17<28:37,  1.04it/s, v_num=s2ag, train/loss=4.720]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%|  | 82/1867 [01:17<28:17,  1.05it/s, v_num=s2ag, train/loss=4.720]\r",
+      "Epoch 0:   4%|  | 82/1867 [01:17<28:17,  1.05it/s, v_num=s2ag, train/loss=4.620]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%|  | 83/1867 [01:18<27:56,  1.06it/s, v_num=s2ag, train/loss=4.620]\r",
+      "Epoch 0:   4%|  | 83/1867 [01:18<27:56,  1.06it/s, v_num=s2ag, train/loss=2.420]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   4%|  | 84/1867 [01:20<28:32,  1.04it/s, v_num=s2ag, train/loss=2.420]\r",
+      "Epoch 0:   4%|  | 84/1867 [01:20<28:32,  1.04it/s, v_num=s2ag, train/loss=3.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 85/1867 [01:20<28:12,  1.05it/s, v_num=s2ag, train/loss=3.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 85/1867 [01:20<28:12,  1.05it/s, v_num=s2ag, train/loss=3.280]\r",
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+      "Epoch 0:   5%|  | 86/1867 [01:20<27:52,  1.06it/s, v_num=s2ag, train/loss=3.750]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 87/1867 [01:20<27:33,  1.08it/s, v_num=s2ag, train/loss=3.750]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 88/1867 [01:23<28:03,  1.06it/s, v_num=s2ag, train/loss=2.840]\r",
+      "Epoch 0:   5%|  | 88/1867 [01:23<28:03,  1.06it/s, v_num=s2ag, train/loss=3.950]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 89/1867 [01:23<27:44,  1.07it/s, v_num=s2ag, train/loss=3.950]\r",
+      "Epoch 0:   5%|  | 89/1867 [01:23<27:44,  1.07it/s, v_num=s2ag, train/loss=3.500]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 90/1867 [01:23<27:26,  1.08it/s, v_num=s2ag, train/loss=3.500]\r",
+      "Epoch 0:   5%|  | 90/1867 [01:23<27:26,  1.08it/s, v_num=s2ag, train/loss=4.190]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 91/1867 [01:23<27:08,  1.09it/s, v_num=s2ag, train/loss=4.190]\r",
+      "Epoch 0:   5%|  | 91/1867 [01:23<27:08,  1.09it/s, v_num=s2ag, train/loss=3.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 92/1867 [01:25<27:24,  1.08it/s, v_num=s2ag, train/loss=3.060]\r",
+      "Epoch 0:   5%|  | 92/1867 [01:25<27:24,  1.08it/s, v_num=s2ag, train/loss=3.670]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 93/1867 [01:25<27:07,  1.09it/s, v_num=s2ag, train/loss=3.670]\r",
+      "Epoch 0:   5%|  | 93/1867 [01:25<27:07,  1.09it/s, v_num=s2ag, train/loss=3.530]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 94/1867 [01:25<26:49,  1.10it/s, v_num=s2ag, train/loss=3.530]\r",
+      "Epoch 0:   5%|  | 94/1867 [01:25<26:49,  1.10it/s, v_num=s2ag, train/loss=3.520]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 95/1867 [01:25<26:32,  1.11it/s, v_num=s2ag, train/loss=3.520]\r",
+      "Epoch 0:   5%|  | 95/1867 [01:25<26:32,  1.11it/s, v_num=s2ag, train/loss=3.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 96/1867 [01:28<27:03,  1.09it/s, v_num=s2ag, train/loss=3.660]\r",
+      "Epoch 0:   5%|  | 96/1867 [01:28<27:03,  1.09it/s, v_num=s2ag, train/loss=3.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 97/1867 [01:28<26:47,  1.10it/s, v_num=s2ag, train/loss=3.340]\r",
+      "Epoch 0:   5%|  | 97/1867 [01:28<26:47,  1.10it/s, v_num=s2ag, train/loss=2.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 98/1867 [01:28<26:31,  1.11it/s, v_num=s2ag, train/loss=2.340]\r",
+      "Epoch 0:   5%|  | 98/1867 [01:28<26:31,  1.11it/s, v_num=s2ag, train/loss=4.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%|  | 99/1867 [01:28<26:15,  1.12it/s, v_num=s2ag, train/loss=4.060]\r",
+      "Epoch 0:   5%|  | 99/1867 [01:28<26:15,  1.12it/s, v_num=s2ag, train/loss=3.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 100/1867 [01:30<26:30,  1.11it/s, v_num=s2ag, train/loss=3.590]\r",
+      "Epoch 0:   5%| | 100/1867 [01:30<26:30,  1.11it/s, v_num=s2ag, train/loss=3.730]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 101/1867 [01:30<26:27,  1.11it/s, v_num=s2ag, train/loss=3.730]\r",
+      "Epoch 0:   5%| | 101/1867 [01:30<26:27,  1.11it/s, v_num=s2ag, train/loss=4.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   5%| | 102/1867 [01:30<26:12,  1.12it/s, v_num=s2ag, train/loss=4.590]\r",
+      "Epoch 0:   5%| | 102/1867 [01:30<26:12,  1.12it/s, v_num=s2ag, train/loss=4.250]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 103/1867 [01:30<25:57,  1.13it/s, v_num=s2ag, train/loss=4.250]\r",
+      "Epoch 0:   6%| | 103/1867 [01:30<25:57,  1.13it/s, v_num=s2ag, train/loss=1.900]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 104/1867 [01:32<26:10,  1.12it/s, v_num=s2ag, train/loss=1.900]\r",
+      "Epoch 0:   6%| | 104/1867 [01:32<26:10,  1.12it/s, v_num=s2ag, train/loss=2.390]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 105/1867 [01:32<25:55,  1.13it/s, v_num=s2ag, train/loss=2.390]\r",
+      "Epoch 0:   6%| | 105/1867 [01:32<25:55,  1.13it/s, v_num=s2ag, train/loss=3.020]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 106/1867 [01:32<25:41,  1.14it/s, v_num=s2ag, train/loss=3.020]\r",
+      "Epoch 0:   6%| | 106/1867 [01:32<25:41,  1.14it/s, v_num=s2ag, train/loss=3.160]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 107/1867 [01:32<25:26,  1.15it/s, v_num=s2ag, train/loss=3.160]\r",
+      "Epoch 0:   6%| | 107/1867 [01:32<25:26,  1.15it/s, v_num=s2ag, train/loss=3.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 108/1867 [01:35<25:51,  1.13it/s, v_num=s2ag, train/loss=3.340]\r",
+      "Epoch 0:   6%| | 108/1867 [01:35<25:51,  1.13it/s, v_num=s2ag, train/loss=2.300]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 109/1867 [01:35<25:36,  1.14it/s, v_num=s2ag, train/loss=2.300]\r",
+      "Epoch 0:   6%| | 109/1867 [01:35<25:36,  1.14it/s, v_num=s2ag, train/loss=3.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 110/1867 [01:35<25:22,  1.15it/s, v_num=s2ag, train/loss=3.030]\r",
+      "Epoch 0:   6%| | 110/1867 [01:35<25:22,  1.15it/s, v_num=s2ag, train/loss=3.410]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 111/1867 [01:35<25:08,  1.16it/s, v_num=s2ag, train/loss=3.410]\r",
+      "Epoch 0:   6%| | 111/1867 [01:35<25:08,  1.16it/s, v_num=s2ag, train/loss=3.200]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 112/1867 [01:37<25:24,  1.15it/s, v_num=s2ag, train/loss=3.200]\r",
+      "Epoch 0:   6%| | 112/1867 [01:37<25:24,  1.15it/s, v_num=s2ag, train/loss=4.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 113/1867 [01:37<25:10,  1.16it/s, v_num=s2ag, train/loss=4.840]\r",
+      "Epoch 0:   6%| | 113/1867 [01:37<25:10,  1.16it/s, v_num=s2ag, train/loss=3.920]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 114/1867 [01:37<24:57,  1.17it/s, v_num=s2ag, train/loss=3.920]\r",
+      "Epoch 0:   6%| | 114/1867 [01:37<24:57,  1.17it/s, v_num=s2ag, train/loss=3.440]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 115/1867 [01:37<24:44,  1.18it/s, v_num=s2ag, train/loss=3.440]\r",
+      "Epoch 0:   6%| | 115/1867 [01:37<24:44,  1.18it/s, v_num=s2ag, train/loss=4.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 116/1867 [01:39<24:57,  1.17it/s, v_num=s2ag, train/loss=4.120]\r",
+      "Epoch 0:   6%| | 116/1867 [01:39<24:57,  1.17it/s, v_num=s2ag, train/loss=4.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 117/1867 [01:39<24:44,  1.18it/s, v_num=s2ag, train/loss=4.590]\r",
+      "Epoch 0:   6%| | 117/1867 [01:39<24:44,  1.18it/s, v_num=s2ag, train/loss=2.980]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 118/1867 [01:39<24:32,  1.19it/s, v_num=s2ag, train/loss=2.980]\r",
+      "Epoch 0:   6%| | 118/1867 [01:39<24:32,  1.19it/s, v_num=s2ag, train/loss=4.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 119/1867 [01:39<24:19,  1.20it/s, v_num=s2ag, train/loss=4.120]\r",
+      "Epoch 0:   6%| | 119/1867 [01:39<24:19,  1.20it/s, v_num=s2ag, train/loss=3.440]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 120/1867 [01:41<24:43,  1.18it/s, v_num=s2ag, train/loss=3.440]\r",
+      "Epoch 0:   6%| | 120/1867 [01:41<24:43,  1.18it/s, v_num=s2ag, train/loss=3.880]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   6%| | 121/1867 [01:41<24:30,  1.19it/s, v_num=s2ag, train/loss=3.880]\r",
+      "Epoch 0:   6%| | 121/1867 [01:41<24:30,  1.19it/s, v_num=s2ag, train/loss=2.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 122/1867 [01:41<24:18,  1.20it/s, v_num=s2ag, train/loss=2.840]\r",
+      "Epoch 0:   7%| | 122/1867 [01:41<24:18,  1.20it/s, v_num=s2ag, train/loss=3.980]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 123/1867 [01:42<24:06,  1.21it/s, v_num=s2ag, train/loss=3.980]\r",
+      "Epoch 0:   7%| | 123/1867 [01:42<24:06,  1.21it/s, v_num=s2ag, train/loss=5.000]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 124/1867 [01:45<24:38,  1.18it/s, v_num=s2ag, train/loss=5.000]\r",
+      "Epoch 0:   7%| | 124/1867 [01:45<24:38,  1.18it/s, v_num=s2ag, train/loss=2.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 125/1867 [01:45<24:26,  1.19it/s, v_num=s2ag, train/loss=2.940]\r",
+      "Epoch 0:   7%| | 125/1867 [01:45<24:27,  1.19it/s, v_num=s2ag, train/loss=4.780]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 126/1867 [01:45<24:15,  1.20it/s, v_num=s2ag, train/loss=4.780]\r",
+      "Epoch 0:   7%| | 126/1867 [01:45<24:15,  1.20it/s, v_num=s2ag, train/loss=4.090]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 127/1867 [01:45<24:03,  1.21it/s, v_num=s2ag, train/loss=4.090]\r",
+      "Epoch 0:   7%| | 127/1867 [01:45<24:03,  1.21it/s, v_num=s2ag, train/loss=4.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 128/1867 [01:47<24:17,  1.19it/s, v_num=s2ag, train/loss=4.310]\r",
+      "Epoch 0:   7%| | 128/1867 [01:47<24:17,  1.19it/s, v_num=s2ag, train/loss=3.480]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 129/1867 [01:47<24:06,  1.20it/s, v_num=s2ag, train/loss=3.480]\r",
+      "Epoch 0:   7%| | 129/1867 [01:47<24:06,  1.20it/s, v_num=s2ag, train/loss=3.950]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 130/1867 [01:47<23:54,  1.21it/s, v_num=s2ag, train/loss=3.950]\r",
+      "Epoch 0:   7%| | 130/1867 [01:47<23:54,  1.21it/s, v_num=s2ag, train/loss=4.090]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 131/1867 [01:47<23:43,  1.22it/s, v_num=s2ag, train/loss=4.090]\r",
+      "Epoch 0:   7%| | 131/1867 [01:47<23:43,  1.22it/s, v_num=s2ag, train/loss=3.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 132/1867 [01:49<24:04,  1.20it/s, v_num=s2ag, train/loss=3.660]\r",
+      "Epoch 0:   7%| | 132/1867 [01:49<24:04,  1.20it/s, v_num=s2ag, train/loss=4.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 133/1867 [01:49<23:53,  1.21it/s, v_num=s2ag, train/loss=4.060]\r",
+      "Epoch 0:   7%| | 133/1867 [01:49<23:53,  1.21it/s, v_num=s2ag, train/loss=3.640]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 134/1867 [01:49<23:42,  1.22it/s, v_num=s2ag, train/loss=3.640]\r",
+      "Epoch 0:   7%| | 134/1867 [01:49<23:42,  1.22it/s, v_num=s2ag, train/loss=2.360]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 135/1867 [01:50<23:31,  1.23it/s, v_num=s2ag, train/loss=2.360]\r",
+      "Epoch 0:   7%| | 135/1867 [01:50<23:31,  1.23it/s, v_num=s2ag, train/loss=3.050]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 136/1867 [01:52<23:53,  1.21it/s, v_num=s2ag, train/loss=3.050]\r",
+      "Epoch 0:   7%| | 136/1867 [01:52<23:53,  1.21it/s, v_num=s2ag, train/loss=3.690]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 137/1867 [01:52<23:42,  1.22it/s, v_num=s2ag, train/loss=3.690]\r",
+      "Epoch 0:   7%| | 137/1867 [01:52<23:42,  1.22it/s, v_num=s2ag, train/loss=3.440]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 138/1867 [01:52<23:31,  1.22it/s, v_num=s2ag, train/loss=3.440]\r",
+      "Epoch 0:   7%| | 138/1867 [01:52<23:31,  1.22it/s, v_num=s2ag, train/loss=2.440]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 139/1867 [01:52<23:21,  1.23it/s, v_num=s2ag, train/loss=2.440]\r",
+      "Epoch 0:   7%| | 139/1867 [01:52<23:21,  1.23it/s, v_num=s2ag, train/loss=3.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   7%| | 140/1867 [01:55<23:48,  1.21it/s, v_num=s2ag, train/loss=3.340]\r",
+      "Epoch 0:   7%| | 140/1867 [01:55<23:48,  1.21it/s, v_num=s2ag, train/loss=2.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 141/1867 [01:55<23:38,  1.22it/s, v_num=s2ag, train/loss=2.470]\r",
+      "Epoch 0:   8%| | 141/1867 [01:55<23:38,  1.22it/s, v_num=s2ag, train/loss=4.250]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 142/1867 [01:55<23:28,  1.23it/s, v_num=s2ag, train/loss=4.250]\r",
+      "Epoch 0:   8%| | 142/1867 [01:55<23:28,  1.23it/s, v_num=s2ag, train/loss=2.550]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 143/1867 [01:56<23:18,  1.23it/s, v_num=s2ag, train/loss=2.550]\r",
+      "Epoch 0:   8%| | 143/1867 [01:56<23:18,  1.23it/s, v_num=s2ag, train/loss=4.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 144/1867 [01:57<23:29,  1.22it/s, v_num=s2ag, train/loss=4.120]\r",
+      "Epoch 0:   8%| | 144/1867 [01:57<23:29,  1.22it/s, v_num=s2ag, train/loss=3.640]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 145/1867 [01:57<23:19,  1.23it/s, v_num=s2ag, train/loss=3.640]\r",
+      "Epoch 0:   8%| | 145/1867 [01:57<23:19,  1.23it/s, v_num=s2ag, train/loss=3.160]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 146/1867 [01:57<23:09,  1.24it/s, v_num=s2ag, train/loss=3.160]\r",
+      "Epoch 0:   8%| | 146/1867 [01:57<23:09,  1.24it/s, v_num=s2ag, train/loss=4.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 147/1867 [01:57<23:00,  1.25it/s, v_num=s2ag, train/loss=4.280]\r",
+      "Epoch 0:   8%| | 147/1867 [01:57<23:00,  1.25it/s, v_num=s2ag, train/loss=4.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 148/1867 [01:59<23:10,  1.24it/s, v_num=s2ag, train/loss=4.590]\r",
+      "Epoch 0:   8%| | 148/1867 [01:59<23:10,  1.24it/s, v_num=s2ag, train/loss=4.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 149/1867 [01:59<23:00,  1.24it/s, v_num=s2ag, train/loss=4.060]\r",
+      "Epoch 0:   8%| | 149/1867 [01:59<23:01,  1.24it/s, v_num=s2ag, train/loss=3.230]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 150/1867 [01:59<22:51,  1.25it/s, v_num=s2ag, train/loss=3.230]\r",
+      "Epoch 0:   8%| | 150/1867 [01:59<22:51,  1.25it/s, v_num=s2ag, train/loss=3.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 151/1867 [01:59<22:42,  1.26it/s, v_num=s2ag, train/loss=3.610]\r",
+      "Epoch 0:   8%| | 151/1867 [01:59<22:42,  1.26it/s, v_num=s2ag, train/loss=3.700]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 152/1867 [02:01<22:53,  1.25it/s, v_num=s2ag, train/loss=3.700]\r",
+      "Epoch 0:   8%| | 152/1867 [02:01<22:53,  1.25it/s, v_num=s2ag, train/loss=4.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 153/1867 [02:01<22:44,  1.26it/s, v_num=s2ag, train/loss=4.120]\r",
+      "Epoch 0:   8%| | 153/1867 [02:01<22:44,  1.26it/s, v_num=s2ag, train/loss=3.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 154/1867 [02:01<22:35,  1.26it/s, v_num=s2ag, train/loss=3.840]\r",
+      "Epoch 0:   8%| | 154/1867 [02:01<22:35,  1.26it/s, v_num=s2ag, train/loss=3.480]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 155/1867 [02:02<22:27,  1.27it/s, v_num=s2ag, train/loss=3.480]\r",
+      "Epoch 0:   8%| | 155/1867 [02:02<22:27,  1.27it/s, v_num=s2ag, train/loss=3.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 156/1867 [02:03<22:37,  1.26it/s, v_num=s2ag, train/loss=3.660]\r",
+      "Epoch 0:   8%| | 156/1867 [02:03<22:37,  1.26it/s, v_num=s2ag, train/loss=3.530]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 157/1867 [02:03<22:28,  1.27it/s, v_num=s2ag, train/loss=3.530]\r",
+      "Epoch 0:   8%| | 157/1867 [02:03<22:28,  1.27it/s, v_num=s2ag, train/loss=4.160]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   8%| | 158/1867 [02:03<22:20,  1.28it/s, v_num=s2ag, train/loss=4.160]\r",
+      "Epoch 0:   8%| | 158/1867 [02:03<22:20,  1.28it/s, v_num=s2ag, train/loss=3.700]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 159/1867 [02:03<22:11,  1.28it/s, v_num=s2ag, train/loss=3.700]\r",
+      "Epoch 0:   9%| | 159/1867 [02:03<22:11,  1.28it/s, v_num=s2ag, train/loss=4.810]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 160/1867 [02:06<22:27,  1.27it/s, v_num=s2ag, train/loss=4.810]\r",
+      "Epoch 0:   9%| | 160/1867 [02:06<22:27,  1.27it/s, v_num=s2ag, train/loss=4.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 161/1867 [02:06<22:19,  1.27it/s, v_num=s2ag, train/loss=4.310]\r",
+      "Epoch 0:   9%| | 161/1867 [02:06<22:19,  1.27it/s, v_num=s2ag, train/loss=2.860]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 162/1867 [02:06<22:10,  1.28it/s, v_num=s2ag, train/loss=2.860]\r",
+      "Epoch 0:   9%| | 162/1867 [02:06<22:10,  1.28it/s, v_num=s2ag, train/loss=4.160]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 163/1867 [02:07<22:12,  1.28it/s, v_num=s2ag, train/loss=4.160]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 164/1867 [02:09<22:21,  1.27it/s, v_num=s2ag, train/loss=3.800]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 165/1867 [02:09<22:13,  1.28it/s, v_num=s2ag, train/loss=3.940]\r",
+      "Epoch 0:   9%| | 165/1867 [02:09<22:13,  1.28it/s, v_num=s2ag, train/loss=3.230]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 166/1867 [02:09<22:04,  1.28it/s, v_num=s2ag, train/loss=3.230]\r",
+      "Epoch 0:   9%| | 166/1867 [02:09<22:04,  1.28it/s, v_num=s2ag, train/loss=3.420]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 167/1867 [02:09<21:56,  1.29it/s, v_num=s2ag, train/loss=3.420]\r",
+      "Epoch 0:   9%| | 167/1867 [02:09<21:56,  1.29it/s, v_num=s2ag, train/loss=4.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 168/1867 [02:11<22:06,  1.28it/s, v_num=s2ag, train/loss=4.280]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 169/1867 [02:11<21:58,  1.29it/s, v_num=s2ag, train/loss=4.500]\r",
+      "Epoch 0:   9%| | 169/1867 [02:11<21:58,  1.29it/s, v_num=s2ag, train/loss=3.530]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 170/1867 [02:11<21:49,  1.30it/s, v_num=s2ag, train/loss=3.530]\r",
+      "Epoch 0:   9%| | 170/1867 [02:11<21:49,  1.30it/s, v_num=s2ag, train/loss=2.780]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 171/1867 [02:11<21:42,  1.30it/s, v_num=s2ag, train/loss=2.780]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 172/1867 [02:13<21:51,  1.29it/s, v_num=s2ag, train/loss=4.220]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 173/1867 [02:13<21:43,  1.30it/s, v_num=s2ag, train/loss=3.580]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:   9%| | 174/1867 [02:13<21:36,  1.31it/s, v_num=s2ag, train/loss=1.820]\r",
+      "Epoch 0:   9%| | 174/1867 [02:13<21:36,  1.31it/s, v_num=s2ag, train/loss=3.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   9%| | 175/1867 [02:13<21:28,  1.31it/s, v_num=s2ag, train/loss=3.940]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:   9%| | 176/1867 [02:15<21:39,  1.30it/s, v_num=s2ag, train/loss=2.730]\r",
+      "Epoch 0:   9%| | 176/1867 [02:15<21:39,  1.30it/s, v_num=s2ag, train/loss=3.830]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:   9%| | 177/1867 [02:15<21:31,  1.31it/s, v_num=s2ag, train/loss=3.830]\r",
+      "Epoch 0:   9%| | 177/1867 [02:15<21:31,  1.31it/s, v_num=s2ag, train/loss=4.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 178/1867 [02:15<21:24,  1.32it/s, v_num=s2ag, train/loss=4.590]\r",
+      "Epoch 0:  10%| | 178/1867 [02:15<21:24,  1.32it/s, v_num=s2ag, train/loss=1.890]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 179/1867 [02:15<21:16,  1.32it/s, v_num=s2ag, train/loss=1.890]\r",
+      "Epoch 0:  10%| | 179/1867 [02:15<21:16,  1.32it/s, v_num=s2ag, train/loss=2.950]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  10%| | 180/1867 [02:17<21:29,  1.31it/s, v_num=s2ag, train/loss=2.950]\r",
+      "Epoch 0:  10%| | 180/1867 [02:17<21:29,  1.31it/s, v_num=s2ag, train/loss=3.920]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 181/1867 [02:17<21:21,  1.32it/s, v_num=s2ag, train/loss=3.920]\r",
+      "Epoch 0:  10%| | 181/1867 [02:17<21:21,  1.32it/s, v_num=s2ag, train/loss=3.770]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 182/1867 [02:17<21:14,  1.32it/s, v_num=s2ag, train/loss=3.770]\r",
+      "Epoch 0:  10%| | 182/1867 [02:17<21:14,  1.32it/s, v_num=s2ag, train/loss=4.970]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 183/1867 [02:17<21:07,  1.33it/s, v_num=s2ag, train/loss=4.970]\r",
+      "Epoch 0:  10%| | 183/1867 [02:17<21:07,  1.33it/s, v_num=s2ag, train/loss=2.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 184/1867 [02:20<21:22,  1.31it/s, v_num=s2ag, train/loss=2.470]\r",
+      "Epoch 0:  10%| | 184/1867 [02:20<21:22,  1.31it/s, v_num=s2ag, train/loss=3.950]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 185/1867 [02:20<21:15,  1.32it/s, v_num=s2ag, train/loss=3.950]\r",
+      "Epoch 0:  10%| | 185/1867 [02:20<21:15,  1.32it/s, v_num=s2ag, train/loss=1.440]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 186/1867 [02:20<21:08,  1.33it/s, v_num=s2ag, train/loss=1.440]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 187/1867 [02:20<21:01,  1.33it/s, v_num=s2ag, train/loss=3.080]\r",
+      "Epoch 0:  10%| | 187/1867 [02:20<21:01,  1.33it/s, v_num=s2ag, train/loss=3.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 188/1867 [02:22<21:10,  1.32it/s, v_num=s2ag, train/loss=3.660]\r",
+      "Epoch 0:  10%| | 188/1867 [02:22<21:10,  1.32it/s, v_num=s2ag, train/loss=2.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 189/1867 [02:22<21:03,  1.33it/s, v_num=s2ag, train/loss=2.940]\r",
+      "Epoch 0:  10%| | 189/1867 [02:22<21:03,  1.33it/s, v_num=s2ag, train/loss=2.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 190/1867 [02:22<20:56,  1.33it/s, v_num=s2ag, train/loss=2.840]\r",
+      "Epoch 0:  10%| | 190/1867 [02:22<20:56,  1.33it/s, v_num=s2ag, train/loss=3.800]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 191/1867 [02:22<20:49,  1.34it/s, v_num=s2ag, train/loss=3.800]\r",
+      "Epoch 0:  10%| | 191/1867 [02:22<20:49,  1.34it/s, v_num=s2ag, train/loss=3.920]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 192/1867 [02:24<20:59,  1.33it/s, v_num=s2ag, train/loss=3.920]\r",
+      "Epoch 0:  10%| | 192/1867 [02:24<20:59,  1.33it/s, v_num=s2ag, train/loss=4.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 193/1867 [02:24<20:52,  1.34it/s, v_num=s2ag, train/loss=4.940]\r",
+      "Epoch 0:  10%| | 193/1867 [02:24<20:52,  1.34it/s, v_num=s2ag, train/loss=3.780]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 194/1867 [02:24<20:45,  1.34it/s, v_num=s2ag, train/loss=3.780]\r",
+      "Epoch 0:  10%| | 194/1867 [02:24<20:45,  1.34it/s, v_num=s2ag, train/loss=3.110]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 195/1867 [02:24<20:38,  1.35it/s, v_num=s2ag, train/loss=3.110]\r",
+      "Epoch 0:  10%| | 195/1867 [02:24<20:38,  1.35it/s, v_num=s2ag, train/loss=3.250]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  10%| | 196/1867 [02:26<20:47,  1.34it/s, v_num=s2ag, train/loss=3.250]\r",
+      "Epoch 0:  10%| | 196/1867 [02:26<20:47,  1.34it/s, v_num=s2ag, train/loss=2.640]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 197/1867 [02:26<20:40,  1.35it/s, v_num=s2ag, train/loss=2.640]\r",
+      "Epoch 0:  11%| | 197/1867 [02:26<20:40,  1.35it/s, v_num=s2ag, train/loss=2.770]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 198/1867 [02:26<20:34,  1.35it/s, v_num=s2ag, train/loss=2.770]\r",
+      "Epoch 0:  11%| | 198/1867 [02:26<20:34,  1.35it/s, v_num=s2ag, train/loss=3.480]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 199/1867 [02:26<20:27,  1.36it/s, v_num=s2ag, train/loss=3.480]\r",
+      "Epoch 0:  11%| | 199/1867 [02:26<20:27,  1.36it/s, v_num=s2ag, train/loss=2.190]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 200/1867 [02:29<20:45,  1.34it/s, v_num=s2ag, train/loss=2.190]\r",
+      "Epoch 0:  11%| | 200/1867 [02:29<20:45,  1.34it/s, v_num=s2ag, train/loss=2.980]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 201/1867 [02:29<20:39,  1.34it/s, v_num=s2ag, train/loss=2.980]\r",
+      "Epoch 0:  11%| | 201/1867 [02:29<20:39,  1.34it/s, v_num=s2ag, train/loss=3.500]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 202/1867 [02:29<20:33,  1.35it/s, v_num=s2ag, train/loss=3.500]\r",
+      "Epoch 0:  11%| | 202/1867 [02:29<20:33,  1.35it/s, v_num=s2ag, train/loss=4.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 203/1867 [02:29<20:27,  1.36it/s, v_num=s2ag, train/loss=4.280]\r",
+      "Epoch 0:  11%| | 203/1867 [02:29<20:27,  1.36it/s, v_num=s2ag, train/loss=2.410]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 204/1867 [02:32<20:40,  1.34it/s, v_num=s2ag, train/loss=2.410]\r",
+      "Epoch 0:  11%| | 204/1867 [02:32<20:40,  1.34it/s, v_num=s2ag, train/loss=2.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 205/1867 [02:32<20:33,  1.35it/s, v_num=s2ag, train/loss=2.940]\r",
+      "Epoch 0:  11%| | 205/1867 [02:32<20:33,  1.35it/s, v_num=s2ag, train/loss=3.080]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 206/1867 [02:32<20:27,  1.35it/s, v_num=s2ag, train/loss=3.080]\r",
+      "Epoch 0:  11%| | 206/1867 [02:32<20:27,  1.35it/s, v_num=s2ag, train/loss=5.410]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 207/1867 [02:32<20:21,  1.36it/s, v_num=s2ag, train/loss=5.410]\r",
+      "Epoch 0:  11%| | 207/1867 [02:32<20:21,  1.36it/s, v_num=s2ag, train/loss=2.230]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 208/1867 [02:34<20:29,  1.35it/s, v_num=s2ag, train/loss=2.230]\r",
+      "Epoch 0:  11%| | 208/1867 [02:34<20:29,  1.35it/s, v_num=s2ag, train/loss=1.650]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 209/1867 [02:34<20:22,  1.36it/s, v_num=s2ag, train/loss=1.650]\r",
+      "Epoch 0:  11%| | 209/1867 [02:34<20:22,  1.36it/s, v_num=s2ag, train/loss=3.910]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 210/1867 [02:34<20:16,  1.36it/s, v_num=s2ag, train/loss=3.910]\r",
+      "Epoch 0:  11%| | 210/1867 [02:34<20:16,  1.36it/s, v_num=s2ag, train/loss=2.140]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 211/1867 [02:34<20:10,  1.37it/s, v_num=s2ag, train/loss=2.140]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 212/1867 [02:36<20:18,  1.36it/s, v_num=s2ag, train/loss=3.580]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  11%| | 213/1867 [02:36<20:12,  1.36it/s, v_num=s2ag, train/loss=2.330]\r",
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+     ]
+    },
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 244/1867 [02:51<19:02,  1.42it/s, v_num=s2ag, train/loss=3.000]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  13%|▏| 250/1867 [02:53<18:44,  1.44it/s, v_num=s2ag, train/loss=3.190]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  14%|▏| 253/1867 [02:55<18:40,  1.44it/s, v_num=s2ag, train/loss=3.530]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
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+     "output_type": "stream",
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+     "output_type": "stream",
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     "text": [
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     "output_type": "stream",
+     "text": [
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+     "output_type": "stream",
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+     "output_type": "stream",
+     "text": [
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+     "text": [
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+     ]
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+     "text": [
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+     ]
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+     "text": [
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+     ]
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+     "text": [
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+     ]
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+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "text": [
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+     ]
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+     "text": [
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+     ]
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+     "text": [
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
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+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 366/1867 [03:55<16:06,  1.55it/s, v_num=s2ag, train/loss=5.880]\r",
+      "Epoch 0:  20%|▏| 366/1867 [03:55<16:06,  1.55it/s, v_num=s2ag, train/loss=3.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 367/1867 [03:55<16:03,  1.56it/s, v_num=s2ag, train/loss=3.660]\r",
+      "Epoch 0:  20%|▏| 367/1867 [03:55<16:03,  1.56it/s, v_num=s2ag, train/loss=3.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 368/1867 [03:57<16:06,  1.55it/s, v_num=s2ag, train/loss=3.310]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 369/1867 [03:57<16:03,  1.55it/s, v_num=s2ag, train/loss=3.590]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 370/1867 [03:57<16:00,  1.56it/s, v_num=s2ag, train/loss=2.250]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 371/1867 [03:57<15:57,  1.56it/s, v_num=s2ag, train/loss=1.880]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 372/1867 [03:59<16:01,  1.55it/s, v_num=s2ag, train/loss=3.640]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 373/1867 [03:59<15:58,  1.56it/s, v_num=s2ag, train/loss=4.470]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 374/1867 [03:59<15:55,  1.56it/s, v_num=s2ag, train/loss=5.250]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 375/1867 [03:59<15:53,  1.57it/s, v_num=s2ag, train/loss=2.910]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 376/1867 [04:01<15:56,  1.56it/s, v_num=s2ag, train/loss=3.800]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 377/1867 [04:01<15:53,  1.56it/s, v_num=s2ag, train/loss=3.160]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 378/1867 [04:01<15:50,  1.57it/s, v_num=s2ag, train/loss=2.450]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 379/1867 [04:01<15:47,  1.57it/s, v_num=s2ag, train/loss=4.470]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 380/1867 [04:03<15:51,  1.56it/s, v_num=s2ag, train/loss=1.840]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 381/1867 [04:03<15:49,  1.57it/s, v_num=s2ag, train/loss=3.610]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  20%|▏| 382/1867 [04:03<15:46,  1.57it/s, v_num=s2ag, train/loss=4.690]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 383/1867 [04:03<15:43,  1.57it/s, v_num=s2ag, train/loss=2.780]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 384/1867 [04:05<15:47,  1.57it/s, v_num=s2ag, train/loss=5.030]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 385/1867 [04:05<15:44,  1.57it/s, v_num=s2ag, train/loss=2.670]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 386/1867 [04:05<15:41,  1.57it/s, v_num=s2ag, train/loss=3.340]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 387/1867 [04:05<15:38,  1.58it/s, v_num=s2ag, train/loss=2.500]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 388/1867 [04:07<15:42,  1.57it/s, v_num=s2ag, train/loss=1.910]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 389/1867 [04:07<15:39,  1.57it/s, v_num=s2ag, train/loss=2.980]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 390/1867 [04:07<15:36,  1.58it/s, v_num=s2ag, train/loss=3.950]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 391/1867 [04:07<15:33,  1.58it/s, v_num=s2ag, train/loss=2.420]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 392/1867 [04:10<15:42,  1.57it/s, v_num=s2ag, train/loss=1.520]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 393/1867 [04:10<15:39,  1.57it/s, v_num=s2ag, train/loss=4.090]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 394/1867 [04:10<15:36,  1.57it/s, v_num=s2ag, train/loss=3.450]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 395/1867 [04:10<15:33,  1.58it/s, v_num=s2ag, train/loss=3.860]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 396/1867 [04:12<15:37,  1.57it/s, v_num=s2ag, train/loss=2.840]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 397/1867 [04:12<15:34,  1.57it/s, v_num=s2ag, train/loss=2.520]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 398/1867 [04:12<15:31,  1.58it/s, v_num=s2ag, train/loss=4.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 399/1867 [04:12<15:29,  1.58it/s, v_num=s2ag, train/loss=3.780]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 400/1867 [04:14<15:32,  1.57it/s, v_num=s2ag, train/loss=1.690]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  21%|▏| 401/1867 [04:14<15:29,  1.58it/s, v_num=s2ag, train/loss=4.000]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 402/1867 [04:14<15:27,  1.58it/s, v_num=s2ag, train/loss=3.800]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 403/1867 [04:14<15:24,  1.58it/s, v_num=s2ag, train/loss=1.330]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 404/1867 [04:16<15:27,  1.58it/s, v_num=s2ag, train/loss=2.390]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 405/1867 [04:16<15:25,  1.58it/s, v_num=s2ag, train/loss=4.780]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 406/1867 [04:16<15:22,  1.58it/s, v_num=s2ag, train/loss=4.060]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 407/1867 [04:16<15:19,  1.59it/s, v_num=s2ag, train/loss=3.110]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 408/1867 [04:18<15:23,  1.58it/s, v_num=s2ag, train/loss=3.200]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 409/1867 [04:18<15:20,  1.58it/s, v_num=s2ag, train/loss=3.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 410/1867 [04:18<15:17,  1.59it/s, v_num=s2ag, train/loss=3.190]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 411/1867 [04:18<15:15,  1.59it/s, v_num=s2ag, train/loss=3.310]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 412/1867 [04:20<15:18,  1.58it/s, v_num=s2ag, train/loss=2.340]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 413/1867 [04:20<15:16,  1.59it/s, v_num=s2ag, train/loss=3.480]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 414/1867 [04:20<15:14,  1.59it/s, v_num=s2ag, train/loss=3.330]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 415/1867 [04:20<15:11,  1.59it/s, v_num=s2ag, train/loss=4.720]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 416/1867 [04:22<15:14,  1.59it/s, v_num=s2ag, train/loss=3.330]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 417/1867 [04:22<15:12,  1.59it/s, v_num=s2ag, train/loss=4.220]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 418/1867 [04:22<15:09,  1.59it/s, v_num=s2ag, train/loss=2.270]\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 419/1867 [04:22<15:06,  1.60it/s, v_num=s2ag, train/loss=3.880]\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  22%|▏| 420/1867 [04:24<15:10,  1.59it/s, v_num=s2ag, train/loss=4.500]\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 421/1867 [04:24<15:08,  1.59it/s, v_num=s2ag, train/loss=4.500]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 422/1867 [04:24<15:05,  1.60it/s, v_num=s2ag, train/loss=2.660]\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 423/1867 [04:24<15:02,  1.60it/s, v_num=s2ag, train/loss=1.760]\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 424/1867 [04:26<15:06,  1.59it/s, v_num=s2ag, train/loss=4.220]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 425/1867 [04:26<15:04,  1.60it/s, v_num=s2ag, train/loss=4.970]\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 426/1867 [04:26<15:01,  1.60it/s, v_num=s2ag, train/loss=3.860]\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 427/1867 [04:26<14:58,  1.60it/s, v_num=s2ag, train/loss=3.770]\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 428/1867 [04:28<15:02,  1.60it/s, v_num=s2ag, train/loss=2.280]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 429/1867 [04:28<14:59,  1.60it/s, v_num=s2ag, train/loss=4.120]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 430/1867 [04:28<14:57,  1.60it/s, v_num=s2ag, train/loss=4.470]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 431/1867 [04:28<14:54,  1.61it/s, v_num=s2ag, train/loss=3.340]\r",
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+     ]
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 432/1867 [04:30<14:57,  1.60it/s, v_num=s2ag, train/loss=4.060]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 433/1867 [04:30<14:55,  1.60it/s, v_num=s2ag, train/loss=3.860]\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 434/1867 [04:30<14:52,  1.61it/s, v_num=s2ag, train/loss=2.000]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 435/1867 [04:30<14:50,  1.61it/s, v_num=s2ag, train/loss=2.770]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 436/1867 [04:32<14:54,  1.60it/s, v_num=s2ag, train/loss=4.590]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 437/1867 [04:32<14:51,  1.60it/s, v_num=s2ag, train/loss=3.560]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  23%|▏| 438/1867 [04:32<14:49,  1.61it/s, v_num=s2ag, train/loss=2.520]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 440/1867 [04:34<14:49,  1.60it/s, v_num=s2ag, train/loss=2.230]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 441/1867 [04:34<14:47,  1.61it/s, v_num=s2ag, train/loss=3.190]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 442/1867 [04:34<14:45,  1.61it/s, v_num=s2ag, train/loss=3.020]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 443/1867 [04:34<14:42,  1.61it/s, v_num=s2ag, train/loss=3.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 444/1867 [04:36<14:45,  1.61it/s, v_num=s2ag, train/loss=3.440]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 445/1867 [04:36<14:43,  1.61it/s, v_num=s2ag, train/loss=3.580]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 446/1867 [04:36<14:40,  1.61it/s, v_num=s2ag, train/loss=3.800]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 447/1867 [04:36<14:38,  1.62it/s, v_num=s2ag, train/loss=2.720]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 448/1867 [04:38<14:41,  1.61it/s, v_num=s2ag, train/loss=4.690]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 449/1867 [04:38<14:38,  1.61it/s, v_num=s2ag, train/loss=2.730]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 450/1867 [04:38<14:36,  1.62it/s, v_num=s2ag, train/loss=3.360]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 451/1867 [04:38<14:34,  1.62it/s, v_num=s2ag, train/loss=3.310]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 452/1867 [04:40<14:37,  1.61it/s, v_num=s2ag, train/loss=2.770]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 453/1867 [04:40<14:34,  1.62it/s, v_num=s2ag, train/loss=3.580]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 454/1867 [04:40<14:32,  1.62it/s, v_num=s2ag, train/loss=3.550]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 455/1867 [04:40<14:29,  1.62it/s, v_num=s2ag, train/loss=2.720]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 456/1867 [04:42<14:32,  1.62it/s, v_num=s2ag, train/loss=2.980]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  24%|▏| 457/1867 [04:42<14:30,  1.62it/s, v_num=s2ag, train/loss=4.090]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 458/1867 [04:42<14:28,  1.62it/s, v_num=s2ag, train/loss=2.190]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 459/1867 [04:42<14:25,  1.63it/s, v_num=s2ag, train/loss=4.120]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 460/1867 [04:44<14:28,  1.62it/s, v_num=s2ag, train/loss=4.910]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 461/1867 [04:44<14:26,  1.62it/s, v_num=s2ag, train/loss=2.980]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 462/1867 [04:44<14:24,  1.63it/s, v_num=s2ag, train/loss=2.940]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 463/1867 [04:44<14:21,  1.63it/s, v_num=s2ag, train/loss=2.800]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 464/1867 [04:45<14:24,  1.62it/s, v_num=s2ag, train/loss=3.030]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 465/1867 [04:46<14:22,  1.63it/s, v_num=s2ag, train/loss=4.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▏| 466/1867 [04:46<14:20,  1.63it/s, v_num=s2ag, train/loss=4.220]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 467/1867 [04:46<14:17,  1.63it/s, v_num=s2ag, train/loss=4.780]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 468/1867 [04:49<14:23,  1.62it/s, v_num=s2ag, train/loss=2.250]\r",
+      "Epoch 0:  25%|▎| 468/1867 [04:49<14:23,  1.62it/s, v_num=s2ag, train/loss=4.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 469/1867 [04:49<14:21,  1.62it/s, v_num=s2ag, train/loss=4.280]\r",
+      "Epoch 0:  25%|▎| 469/1867 [04:49<14:21,  1.62it/s, v_num=s2ag, train/loss=2.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 470/1867 [04:49<14:19,  1.63it/s, v_num=s2ag, train/loss=2.940]\r",
+      "Epoch 0:  25%|▎| 470/1867 [04:49<14:19,  1.63it/s, v_num=s2ag, train/loss=3.800]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 471/1867 [04:49<14:17,  1.63it/s, v_num=s2ag, train/loss=3.800]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 472/1867 [04:51<14:20,  1.62it/s, v_num=s2ag, train/loss=2.030]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 473/1867 [04:51<14:17,  1.62it/s, v_num=s2ag, train/loss=4.220]\r",
+      "Epoch 0:  25%|▎| 473/1867 [04:51<14:17,  1.62it/s, v_num=s2ag, train/loss=3.440]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 474/1867 [04:51<14:15,  1.63it/s, v_num=s2ag, train/loss=3.440]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 474/1867 [04:51<14:15,  1.63it/s, v_num=s2ag, train/loss=4.000]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 475/1867 [04:51<14:13,  1.63it/s, v_num=s2ag, train/loss=4.000]\r",
+      "Epoch 0:  25%|▎| 475/1867 [04:51<14:13,  1.63it/s, v_num=s2ag, train/loss=3.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  25%|▎| 476/1867 [04:53<14:16,  1.62it/s, v_num=s2ag, train/loss=3.060]\r",
+      "Epoch 0:  25%|▎| 476/1867 [04:53<14:16,  1.62it/s, v_num=s2ag, train/loss=4.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 477/1867 [04:53<14:14,  1.63it/s, v_num=s2ag, train/loss=4.590]\r",
+      "Epoch 0:  26%|▎| 477/1867 [04:53<14:14,  1.63it/s, v_num=s2ag, train/loss=3.580]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 478/1867 [04:53<14:12,  1.63it/s, v_num=s2ag, train/loss=3.580]\r",
+      "Epoch 0:  26%|▎| 478/1867 [04:53<14:12,  1.63it/s, v_num=s2ag, train/loss=3.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 479/1867 [04:53<14:09,  1.63it/s, v_num=s2ag, train/loss=3.030]\r",
+      "Epoch 0:  26%|▎| 479/1867 [04:53<14:09,  1.63it/s, v_num=s2ag, train/loss=2.230]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 480/1867 [04:55<14:13,  1.62it/s, v_num=s2ag, train/loss=2.230]\r",
+      "Epoch 0:  26%|▎| 480/1867 [04:55<14:13,  1.62it/s, v_num=s2ag, train/loss=2.970]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 481/1867 [04:55<14:11,  1.63it/s, v_num=s2ag, train/loss=2.970]\r",
+      "Epoch 0:  26%|▎| 481/1867 [04:55<14:11,  1.63it/s, v_num=s2ag, train/loss=1.540]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 482/1867 [04:55<14:09,  1.63it/s, v_num=s2ag, train/loss=1.540]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 483/1867 [04:55<14:07,  1.63it/s, v_num=s2ag, train/loss=4.120]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 484/1867 [04:57<14:09,  1.63it/s, v_num=s2ag, train/loss=3.450]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 485/1867 [04:57<14:07,  1.63it/s, v_num=s2ag, train/loss=3.840]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 486/1867 [04:57<14:05,  1.63it/s, v_num=s2ag, train/loss=3.440]\r",
+      "Epoch 0:  26%|▎| 486/1867 [04:57<14:05,  1.63it/s, v_num=s2ag, train/loss=3.690]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 487/1867 [04:57<14:03,  1.64it/s, v_num=s2ag, train/loss=3.690]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 488/1867 [04:59<14:06,  1.63it/s, v_num=s2ag, train/loss=4.440]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 489/1867 [04:59<14:03,  1.63it/s, v_num=s2ag, train/loss=3.170]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 490/1867 [04:59<14:01,  1.64it/s, v_num=s2ag, train/loss=3.640]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 491/1867 [04:59<13:59,  1.64it/s, v_num=s2ag, train/loss=3.200]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 492/1867 [05:01<14:02,  1.63it/s, v_num=s2ag, train/loss=4.000]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 493/1867 [05:01<14:00,  1.64it/s, v_num=s2ag, train/loss=4.940]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  26%|▎| 494/1867 [05:01<13:58,  1.64it/s, v_num=s2ag, train/loss=2.470]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 495/1867 [05:01<13:56,  1.64it/s, v_num=s2ag, train/loss=4.720]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 496/1867 [05:03<13:58,  1.64it/s, v_num=s2ag, train/loss=2.520]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 497/1867 [05:03<13:56,  1.64it/s, v_num=s2ag, train/loss=3.690]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 498/1867 [05:03<13:54,  1.64it/s, v_num=s2ag, train/loss=4.250]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 499/1867 [05:03<13:52,  1.64it/s, v_num=s2ag, train/loss=1.900]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 500/1867 [05:05<13:55,  1.64it/s, v_num=s2ag, train/loss=1.860]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 501/1867 [05:05<13:53,  1.64it/s, v_num=s2ag, train/loss=3.280]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 502/1867 [05:05<13:51,  1.64it/s, v_num=s2ag, train/loss=3.550]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 503/1867 [05:05<13:49,  1.64it/s, v_num=s2ag, train/loss=3.780]\r",
+      "Epoch 0:  27%|▎| 503/1867 [05:05<13:49,  1.64it/s, v_num=s2ag, train/loss=4.160]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 504/1867 [05:07<13:51,  1.64it/s, v_num=s2ag, train/loss=4.160]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 505/1867 [05:07<13:49,  1.64it/s, v_num=s2ag, train/loss=2.890]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 506/1867 [05:07<13:47,  1.64it/s, v_num=s2ag, train/loss=2.690]\r",
+      "Epoch 0:  27%|▎| 506/1867 [05:07<13:47,  1.64it/s, v_num=s2ag, train/loss=1.800]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 507/1867 [05:07<13:45,  1.65it/s, v_num=s2ag, train/loss=1.800]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 508/1867 [05:09<13:48,  1.64it/s, v_num=s2ag, train/loss=2.060]\r",
+      "Epoch 0:  27%|▎| 508/1867 [05:09<13:48,  1.64it/s, v_num=s2ag, train/loss=2.640]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 509/1867 [05:09<13:46,  1.64it/s, v_num=s2ag, train/loss=2.640]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 510/1867 [05:09<13:44,  1.65it/s, v_num=s2ag, train/loss=4.720]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 511/1867 [05:09<13:42,  1.65it/s, v_num=s2ag, train/loss=4.030]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 512/1867 [05:11<13:44,  1.64it/s, v_num=s2ag, train/loss=3.280]\r",
+      "Epoch 0:  27%|▎| 512/1867 [05:11<13:44,  1.64it/s, v_num=s2ag, train/loss=1.650]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  27%|▎| 513/1867 [05:11<13:42,  1.65it/s, v_num=s2ag, train/loss=1.650]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 514/1867 [05:11<13:40,  1.65it/s, v_num=s2ag, train/loss=2.170]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 515/1867 [05:11<13:38,  1.65it/s, v_num=s2ag, train/loss=2.720]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 516/1867 [05:13<13:40,  1.65it/s, v_num=s2ag, train/loss=3.880]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 517/1867 [05:13<13:38,  1.65it/s, v_num=s2ag, train/loss=1.950]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 518/1867 [05:13<13:36,  1.65it/s, v_num=s2ag, train/loss=4.000]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  28%|▎| 519/1867 [05:13<13:34,  1.66it/s, v_num=s2ag, train/loss=3.620]\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 520/1867 [05:15<13:36,  1.65it/s, v_num=s2ag, train/loss=3.580]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 521/1867 [05:15<13:34,  1.65it/s, v_num=s2ag, train/loss=3.980]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 522/1867 [05:15<13:32,  1.65it/s, v_num=s2ag, train/loss=2.920]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 523/1867 [05:15<13:30,  1.66it/s, v_num=s2ag, train/loss=2.840]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 524/1867 [05:17<13:33,  1.65it/s, v_num=s2ag, train/loss=3.550]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Epoch 0:  28%|▎| 525/1867 [05:17<13:31,  1.65it/s, v_num=s2ag, train/loss=2.720]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  28%|▎| 526/1867 [05:17<13:29,  1.66it/s, v_num=s2ag, train/loss=2.660]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  28%|▎| 527/1867 [05:17<13:27,  1.66it/s, v_num=s2ag, train/loss=3.230]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  28%|▎| 528/1867 [05:19<13:29,  1.65it/s, v_num=s2ag, train/loss=4.280]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  28%|▎| 529/1867 [05:19<13:27,  1.66it/s, v_num=s2ag, train/loss=2.720]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  28%|▎| 530/1867 [05:19<13:25,  1.66it/s, v_num=s2ag, train/loss=3.730]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  28%|▎| 531/1867 [05:19<13:23,  1.66it/s, v_num=s2ag, train/loss=4.250]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  28%|▎| 532/1867 [05:21<13:26,  1.66it/s, v_num=s2ag, train/loss=3.090]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  29%|▎| 533/1867 [05:21<13:24,  1.66it/s, v_num=s2ag, train/loss=3.950]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 534/1867 [05:21<13:22,  1.66it/s, v_num=s2ag, train/loss=3.170]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 535/1867 [05:21<13:20,  1.66it/s, v_num=s2ag, train/loss=3.120]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 536/1867 [05:23<13:22,  1.66it/s, v_num=s2ag, train/loss=3.770]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 537/1867 [05:23<13:20,  1.66it/s, v_num=s2ag, train/loss=1.480]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 538/1867 [05:23<13:18,  1.66it/s, v_num=s2ag, train/loss=4.190]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 539/1867 [05:23<13:16,  1.67it/s, v_num=s2ag, train/loss=4.780]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 540/1867 [05:25<13:19,  1.66it/s, v_num=s2ag, train/loss=3.220]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 541/1867 [05:25<13:17,  1.66it/s, v_num=s2ag, train/loss=3.800]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 542/1867 [05:25<13:15,  1.67it/s, v_num=s2ag, train/loss=4.750]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 543/1867 [05:25<13:13,  1.67it/s, v_num=s2ag, train/loss=3.120]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 544/1867 [05:27<13:15,  1.66it/s, v_num=s2ag, train/loss=3.090]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 545/1867 [05:27<13:13,  1.67it/s, v_num=s2ag, train/loss=3.890]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 546/1867 [05:27<13:11,  1.67it/s, v_num=s2ag, train/loss=3.690]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 547/1867 [05:27<13:09,  1.67it/s, v_num=s2ag, train/loss=5.090]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 548/1867 [05:29<13:12,  1.66it/s, v_num=s2ag, train/loss=4.380]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 549/1867 [05:29<13:10,  1.67it/s, v_num=s2ag, train/loss=4.660]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  29%|▎| 550/1867 [05:29<13:08,  1.67it/s, v_num=s2ag, train/loss=4.250]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 551/1867 [05:29<13:06,  1.67it/s, v_num=s2ag, train/loss=2.720]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 552/1867 [05:31<13:08,  1.67it/s, v_num=s2ag, train/loss=4.750]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 553/1867 [05:31<13:06,  1.67it/s, v_num=s2ag, train/loss=3.330]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 554/1867 [05:31<13:05,  1.67it/s, v_num=s2ag, train/loss=4.090]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 555/1867 [05:31<13:03,  1.68it/s, v_num=s2ag, train/loss=3.950]\r",
+      "Epoch 0:  30%|▎| 555/1867 [05:31<13:03,  1.68it/s, v_num=s2ag, train/loss=4.220]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 556/1867 [05:33<13:05,  1.67it/s, v_num=s2ag, train/loss=4.220]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 557/1867 [05:33<13:03,  1.67it/s, v_num=s2ag, train/loss=3.420]\r",
+      "Epoch 0:  30%|▎| 557/1867 [05:33<13:03,  1.67it/s, v_num=s2ag, train/loss=3.360]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 558/1867 [05:33<13:01,  1.67it/s, v_num=s2ag, train/loss=3.360]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 559/1867 [05:33<12:59,  1.68it/s, v_num=s2ag, train/loss=1.720]\r",
+      "Epoch 0:  30%|▎| 559/1867 [05:33<12:59,  1.68it/s, v_num=s2ag, train/loss=3.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 560/1867 [05:35<13:02,  1.67it/s, v_num=s2ag, train/loss=3.340]\r",
+      "Epoch 0:  30%|▎| 560/1867 [05:35<13:02,  1.67it/s, v_num=s2ag, train/loss=3.560]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 561/1867 [05:35<13:00,  1.67it/s, v_num=s2ag, train/loss=3.560]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 562/1867 [05:35<12:58,  1.68it/s, v_num=s2ag, train/loss=3.110]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 563/1867 [05:35<12:56,  1.68it/s, v_num=s2ag, train/loss=3.640]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 564/1867 [05:37<12:58,  1.67it/s, v_num=s2ag, train/loss=3.980]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 565/1867 [05:37<12:56,  1.68it/s, v_num=s2ag, train/loss=4.470]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 566/1867 [05:37<12:55,  1.68it/s, v_num=s2ag, train/loss=3.880]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 567/1867 [05:37<12:53,  1.68it/s, v_num=s2ag, train/loss=2.380]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 568/1867 [05:39<12:56,  1.67it/s, v_num=s2ag, train/loss=4.160]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  30%|▎| 569/1867 [05:39<12:54,  1.68it/s, v_num=s2ag, train/loss=4.380]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 570/1867 [05:39<12:52,  1.68it/s, v_num=s2ag, train/loss=3.800]\r",
+      "Epoch 0:  31%|▎| 570/1867 [05:39<12:52,  1.68it/s, v_num=s2ag, train/loss=3.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 571/1867 [05:39<12:50,  1.68it/s, v_num=s2ag, train/loss=3.470]\r",
+      "Epoch 0:  31%|▎| 571/1867 [05:39<12:50,  1.68it/s, v_num=s2ag, train/loss=3.360]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 572/1867 [05:41<12:52,  1.68it/s, v_num=s2ag, train/loss=3.360]\r",
+      "Epoch 0:  31%|▎| 572/1867 [05:41<12:52,  1.68it/s, v_num=s2ag, train/loss=3.500]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 573/1867 [05:41<12:51,  1.68it/s, v_num=s2ag, train/loss=3.500]\r",
+      "Epoch 0:  31%|▎| 573/1867 [05:41<12:51,  1.68it/s, v_num=s2ag, train/loss=3.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 574/1867 [05:41<12:49,  1.68it/s, v_num=s2ag, train/loss=3.840]\r",
+      "Epoch 0:  31%|▎| 574/1867 [05:41<12:49,  1.68it/s, v_num=s2ag, train/loss=3.730]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 575/1867 [05:41<12:47,  1.68it/s, v_num=s2ag, train/loss=3.730]\r",
+      "Epoch 0:  31%|▎| 575/1867 [05:41<12:47,  1.68it/s, v_num=s2ag, train/loss=2.670]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 576/1867 [05:43<12:49,  1.68it/s, v_num=s2ag, train/loss=2.670]\r",
+      "Epoch 0:  31%|▎| 576/1867 [05:43<12:49,  1.68it/s, v_num=s2ag, train/loss=2.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 577/1867 [05:43<12:47,  1.68it/s, v_num=s2ag, train/loss=2.940]\r",
+      "Epoch 0:  31%|▎| 577/1867 [05:43<12:47,  1.68it/s, v_num=s2ag, train/loss=2.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 578/1867 [05:43<12:46,  1.68it/s, v_num=s2ag, train/loss=2.280]\r",
+      "Epoch 0:  31%|▎| 578/1867 [05:43<12:46,  1.68it/s, v_num=s2ag, train/loss=3.160]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 579/1867 [05:43<12:44,  1.69it/s, v_num=s2ag, train/loss=3.160]\r",
+      "Epoch 0:  31%|▎| 579/1867 [05:43<12:44,  1.69it/s, v_num=s2ag, train/loss=4.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 580/1867 [05:45<12:46,  1.68it/s, v_num=s2ag, train/loss=4.840]\r",
+      "Epoch 0:  31%|▎| 580/1867 [05:45<12:46,  1.68it/s, v_num=s2ag, train/loss=3.300]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 581/1867 [05:45<12:44,  1.68it/s, v_num=s2ag, train/loss=3.300]\r",
+      "Epoch 0:  31%|▎| 581/1867 [05:45<12:44,  1.68it/s, v_num=s2ag, train/loss=5.780]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 582/1867 [05:45<12:42,  1.68it/s, v_num=s2ag, train/loss=5.780]\r",
+      "Epoch 0:  31%|▎| 582/1867 [05:45<12:42,  1.68it/s, v_num=s2ag, train/loss=3.410]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 583/1867 [05:45<12:41,  1.69it/s, v_num=s2ag, train/loss=3.410]\r",
+      "Epoch 0:  31%|▎| 583/1867 [05:45<12:41,  1.69it/s, v_num=s2ag, train/loss=3.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 584/1867 [05:47<12:43,  1.68it/s, v_num=s2ag, train/loss=3.610]\r",
+      "Epoch 0:  31%|▎| 584/1867 [05:47<12:43,  1.68it/s, v_num=s2ag, train/loss=4.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 585/1867 [05:47<12:41,  1.68it/s, v_num=s2ag, train/loss=4.470]\r",
+      "Epoch 0:  31%|▎| 585/1867 [05:47<12:41,  1.68it/s, v_num=s2ag, train/loss=2.970]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 586/1867 [05:47<12:39,  1.69it/s, v_num=s2ag, train/loss=2.970]\r",
+      "Epoch 0:  31%|▎| 586/1867 [05:47<12:39,  1.69it/s, v_num=s2ag, train/loss=4.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 587/1867 [05:47<12:37,  1.69it/s, v_num=s2ag, train/loss=4.840]\r",
+      "Epoch 0:  31%|▎| 587/1867 [05:47<12:37,  1.69it/s, v_num=s2ag, train/loss=4.380]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  31%|▎| 588/1867 [05:49<12:40,  1.68it/s, v_num=s2ag, train/loss=4.380]\r",
+      "Epoch 0:  31%|▎| 588/1867 [05:49<12:40,  1.68it/s, v_num=s2ag, train/loss=4.500]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 589/1867 [05:49<12:38,  1.69it/s, v_num=s2ag, train/loss=4.500]\r",
+      "Epoch 0:  32%|▎| 589/1867 [05:49<12:38,  1.69it/s, v_num=s2ag, train/loss=3.530]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 590/1867 [05:49<12:36,  1.69it/s, v_num=s2ag, train/loss=3.530]\r",
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+      "Epoch 0:  32%|▎| 591/1867 [05:49<12:34,  1.69it/s, v_num=s2ag, train/loss=2.910]\r",
+      "Epoch 0:  32%|▎| 591/1867 [05:49<12:34,  1.69it/s, v_num=s2ag, train/loss=3.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 592/1867 [05:51<12:37,  1.68it/s, v_num=s2ag, train/loss=3.310]\r",
+      "Epoch 0:  32%|▎| 592/1867 [05:51<12:37,  1.68it/s, v_num=s2ag, train/loss=1.260]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 593/1867 [05:51<12:35,  1.69it/s, v_num=s2ag, train/loss=1.260]\r",
+      "Epoch 0:  32%|▎| 593/1867 [05:51<12:35,  1.69it/s, v_num=s2ag, train/loss=4.440]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 594/1867 [05:51<12:33,  1.69it/s, v_num=s2ag, train/loss=4.440]\r",
+      "Epoch 0:  32%|▎| 594/1867 [05:51<12:33,  1.69it/s, v_num=s2ag, train/loss=1.830]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 595/1867 [05:51<12:31,  1.69it/s, v_num=s2ag, train/loss=1.830]\r",
+      "Epoch 0:  32%|▎| 595/1867 [05:51<12:31,  1.69it/s, v_num=s2ag, train/loss=4.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 596/1867 [05:53<12:33,  1.69it/s, v_num=s2ag, train/loss=4.030]\r",
+      "Epoch 0:  32%|▎| 596/1867 [05:53<12:33,  1.69it/s, v_num=s2ag, train/loss=2.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 597/1867 [05:53<12:32,  1.69it/s, v_num=s2ag, train/loss=2.280]\r",
+      "Epoch 0:  32%|▎| 597/1867 [05:53<12:32,  1.69it/s, v_num=s2ag, train/loss=2.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 598/1867 [05:53<12:30,  1.69it/s, v_num=s2ag, train/loss=2.840]\r",
+      "Epoch 0:  32%|▎| 598/1867 [05:53<12:30,  1.69it/s, v_num=s2ag, train/loss=3.800]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 599/1867 [05:53<12:28,  1.69it/s, v_num=s2ag, train/loss=3.800]\r",
+      "Epoch 0:  32%|▎| 599/1867 [05:53<12:28,  1.69it/s, v_num=s2ag, train/loss=3.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 600/1867 [05:55<12:30,  1.69it/s, v_num=s2ag, train/loss=3.590]\r",
+      "Epoch 0:  32%|▎| 600/1867 [05:55<12:30,  1.69it/s, v_num=s2ag, train/loss=4.220]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 601/1867 [05:55<12:28,  1.69it/s, v_num=s2ag, train/loss=4.220]\r",
+      "Epoch 0:  32%|▎| 601/1867 [05:55<12:28,  1.69it/s, v_num=s2ag, train/loss=0.938]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 602/1867 [05:55<12:27,  1.69it/s, v_num=s2ag, train/loss=0.938]\r",
+      "Epoch 0:  32%|▎| 602/1867 [05:55<12:27,  1.69it/s, v_num=s2ag, train/loss=3.780]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 603/1867 [05:55<12:25,  1.70it/s, v_num=s2ag, train/loss=3.780]\r",
+      "Epoch 0:  32%|▎| 603/1867 [05:55<12:25,  1.70it/s, v_num=s2ag, train/loss=4.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 604/1867 [05:57<12:27,  1.69it/s, v_num=s2ag, train/loss=4.310]\r",
+      "Epoch 0:  32%|▎| 604/1867 [05:57<12:27,  1.69it/s, v_num=s2ag, train/loss=2.970]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 605/1867 [05:57<12:25,  1.69it/s, v_num=s2ag, train/loss=2.970]\r",
+      "Epoch 0:  32%|▎| 605/1867 [05:57<12:25,  1.69it/s, v_num=s2ag, train/loss=4.970]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  32%|▎| 606/1867 [05:57<12:23,  1.70it/s, v_num=s2ag, train/loss=4.970]\r",
+      "Epoch 0:  32%|▎| 606/1867 [05:57<12:23,  1.70it/s, v_num=s2ag, train/loss=3.640]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 607/1867 [05:57<12:22,  1.70it/s, v_num=s2ag, train/loss=3.640]\r",
+      "Epoch 0:  33%|▎| 607/1867 [05:57<12:22,  1.70it/s, v_num=s2ag, train/loss=3.520]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 608/1867 [05:59<12:24,  1.69it/s, v_num=s2ag, train/loss=3.520]\r",
+      "Epoch 0:  33%|▎| 608/1867 [05:59<12:24,  1.69it/s, v_num=s2ag, train/loss=3.480]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 609/1867 [05:59<12:22,  1.69it/s, v_num=s2ag, train/loss=3.480]\r",
+      "Epoch 0:  33%|▎| 609/1867 [05:59<12:22,  1.69it/s, v_num=s2ag, train/loss=3.020]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 610/1867 [05:59<12:21,  1.70it/s, v_num=s2ag, train/loss=3.020]\r",
+      "Epoch 0:  33%|▎| 610/1867 [05:59<12:21,  1.70it/s, v_num=s2ag, train/loss=4.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 611/1867 [05:59<12:19,  1.70it/s, v_num=s2ag, train/loss=4.340]\r",
+      "Epoch 0:  33%|▎| 611/1867 [05:59<12:19,  1.70it/s, v_num=s2ag, train/loss=2.860]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 612/1867 [06:01<12:21,  1.69it/s, v_num=s2ag, train/loss=2.860]\r",
+      "Epoch 0:  33%|▎| 612/1867 [06:01<12:21,  1.69it/s, v_num=s2ag, train/loss=2.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 613/1867 [06:01<12:19,  1.70it/s, v_num=s2ag, train/loss=2.610]\r",
+      "Epoch 0:  33%|▎| 613/1867 [06:01<12:19,  1.70it/s, v_num=s2ag, train/loss=3.020]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 614/1867 [06:01<12:17,  1.70it/s, v_num=s2ag, train/loss=3.020]\r",
+      "Epoch 0:  33%|▎| 614/1867 [06:01<12:17,  1.70it/s, v_num=s2ag, train/loss=4.620]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 615/1867 [06:01<12:16,  1.70it/s, v_num=s2ag, train/loss=4.620]\r",
+      "Epoch 0:  33%|▎| 615/1867 [06:01<12:16,  1.70it/s, v_num=s2ag, train/loss=3.360]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 616/1867 [06:03<12:18,  1.69it/s, v_num=s2ag, train/loss=3.360]\r",
+      "Epoch 0:  33%|▎| 616/1867 [06:03<12:18,  1.69it/s, v_num=s2ag, train/loss=3.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 617/1867 [06:03<12:17,  1.70it/s, v_num=s2ag, train/loss=3.470]\r",
+      "Epoch 0:  33%|▎| 617/1867 [06:03<12:17,  1.70it/s, v_num=s2ag, train/loss=2.550]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 618/1867 [06:03<12:15,  1.70it/s, v_num=s2ag, train/loss=2.550]\r",
+      "Epoch 0:  33%|▎| 618/1867 [06:03<12:15,  1.70it/s, v_num=s2ag, train/loss=2.830]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 619/1867 [06:04<12:13,  1.70it/s, v_num=s2ag, train/loss=2.830]\r",
+      "Epoch 0:  33%|▎| 619/1867 [06:04<12:13,  1.70it/s, v_num=s2ag, train/loss=2.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 620/1867 [06:05<12:15,  1.69it/s, v_num=s2ag, train/loss=2.030]\r",
+      "Epoch 0:  33%|▎| 620/1867 [06:05<12:15,  1.69it/s, v_num=s2ag, train/loss=2.270]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 621/1867 [06:05<12:14,  1.70it/s, v_num=s2ag, train/loss=2.270]\r",
+      "Epoch 0:  33%|▎| 621/1867 [06:05<12:14,  1.70it/s, v_num=s2ag, train/loss=3.860]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 622/1867 [06:05<12:12,  1.70it/s, v_num=s2ag, train/loss=3.860]\r",
+      "Epoch 0:  33%|▎| 622/1867 [06:05<12:12,  1.70it/s, v_num=s2ag, train/loss=1.950]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 623/1867 [06:05<12:10,  1.70it/s, v_num=s2ag, train/loss=1.950]\r",
+      "Epoch 0:  33%|▎| 623/1867 [06:05<12:10,  1.70it/s, v_num=s2ag, train/loss=3.800]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 624/1867 [06:07<12:12,  1.70it/s, v_num=s2ag, train/loss=3.800]\r",
+      "Epoch 0:  33%|▎| 624/1867 [06:07<12:12,  1.70it/s, v_num=s2ag, train/loss=3.890]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  33%|▎| 625/1867 [06:07<12:11,  1.70it/s, v_num=s2ag, train/loss=3.890]\r",
+      "Epoch 0:  33%|▎| 625/1867 [06:07<12:11,  1.70it/s, v_num=s2ag, train/loss=3.450]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 626/1867 [06:07<12:09,  1.70it/s, v_num=s2ag, train/loss=3.450]\r",
+      "Epoch 0:  34%|▎| 626/1867 [06:07<12:09,  1.70it/s, v_num=s2ag, train/loss=3.880]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 627/1867 [06:07<12:07,  1.70it/s, v_num=s2ag, train/loss=3.880]\r",
+      "Epoch 0:  34%|▎| 627/1867 [06:07<12:07,  1.70it/s, v_num=s2ag, train/loss=2.390]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 628/1867 [06:09<12:09,  1.70it/s, v_num=s2ag, train/loss=2.390]\r",
+      "Epoch 0:  34%|▎| 628/1867 [06:09<12:09,  1.70it/s, v_num=s2ag, train/loss=2.880]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 629/1867 [06:09<12:07,  1.70it/s, v_num=s2ag, train/loss=2.880]\r",
+      "Epoch 0:  34%|▎| 629/1867 [06:09<12:07,  1.70it/s, v_num=s2ag, train/loss=3.190]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 630/1867 [06:09<12:06,  1.70it/s, v_num=s2ag, train/loss=3.190]\r",
+      "Epoch 0:  34%|▎| 630/1867 [06:09<12:06,  1.70it/s, v_num=s2ag, train/loss=2.890]\r",
+      "Epoch 0:  34%|▎| 631/1867 [06:09<12:04,  1.71it/s, v_num=s2ag, train/loss=2.890]\r",
+      "Epoch 0:  34%|▎| 631/1867 [06:09<12:04,  1.71it/s, v_num=s2ag, train/loss=2.270]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 632/1867 [06:11<12:06,  1.70it/s, v_num=s2ag, train/loss=2.270]\r",
+      "Epoch 0:  34%|▎| 632/1867 [06:11<12:06,  1.70it/s, v_num=s2ag, train/loss=2.720]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 633/1867 [06:11<12:04,  1.70it/s, v_num=s2ag, train/loss=2.720]\r",
+      "Epoch 0:  34%|▎| 633/1867 [06:11<12:04,  1.70it/s, v_num=s2ag, train/loss=3.230]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 634/1867 [06:11<12:03,  1.70it/s, v_num=s2ag, train/loss=3.230]\r",
+      "Epoch 0:  34%|▎| 634/1867 [06:11<12:03,  1.70it/s, v_num=s2ag, train/loss=3.410]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 635/1867 [06:11<12:01,  1.71it/s, v_num=s2ag, train/loss=3.410]\r",
+      "Epoch 0:  34%|▎| 635/1867 [06:11<12:01,  1.71it/s, v_num=s2ag, train/loss=3.050]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 636/1867 [06:13<12:03,  1.70it/s, v_num=s2ag, train/loss=3.050]\r",
+      "Epoch 0:  34%|▎| 636/1867 [06:13<12:03,  1.70it/s, v_num=s2ag, train/loss=3.880]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 637/1867 [06:13<12:01,  1.70it/s, v_num=s2ag, train/loss=3.880]\r",
+      "Epoch 0:  34%|▎| 637/1867 [06:13<12:01,  1.70it/s, v_num=s2ag, train/loss=3.450]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 638/1867 [06:13<11:59,  1.71it/s, v_num=s2ag, train/loss=3.450]\r",
+      "Epoch 0:  34%|▎| 638/1867 [06:13<11:59,  1.71it/s, v_num=s2ag, train/loss=3.620]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 639/1867 [06:13<11:58,  1.71it/s, v_num=s2ag, train/loss=3.620]\r",
+      "Epoch 0:  34%|▎| 639/1867 [06:13<11:58,  1.71it/s, v_num=s2ag, train/loss=3.020]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 640/1867 [06:15<12:00,  1.70it/s, v_num=s2ag, train/loss=3.020]\r",
+      "Epoch 0:  34%|▎| 640/1867 [06:15<12:00,  1.70it/s, v_num=s2ag, train/loss=1.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 641/1867 [06:15<11:58,  1.71it/s, v_num=s2ag, train/loss=1.470]\r",
+      "Epoch 0:  34%|▎| 641/1867 [06:15<11:58,  1.71it/s, v_num=s2ag, train/loss=3.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 642/1867 [06:15<11:56,  1.71it/s, v_num=s2ag, train/loss=3.610]\r",
+      "Epoch 0:  34%|▎| 642/1867 [06:15<11:56,  1.71it/s, v_num=s2ag, train/loss=4.530]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 643/1867 [06:15<11:55,  1.71it/s, v_num=s2ag, train/loss=4.530]\r",
+      "Epoch 0:  34%|▎| 643/1867 [06:15<11:55,  1.71it/s, v_num=s2ag, train/loss=2.530]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  34%|▎| 644/1867 [06:17<11:57,  1.70it/s, v_num=s2ag, train/loss=2.530]\r",
+      "Epoch 0:  34%|▎| 644/1867 [06:17<11:57,  1.70it/s, v_num=s2ag, train/loss=3.690]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 645/1867 [06:17<11:55,  1.71it/s, v_num=s2ag, train/loss=3.690]\r",
+      "Epoch 0:  35%|▎| 645/1867 [06:17<11:55,  1.71it/s, v_num=s2ag, train/loss=3.450]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 646/1867 [06:17<11:54,  1.71it/s, v_num=s2ag, train/loss=3.450]\r",
+      "Epoch 0:  35%|▎| 646/1867 [06:17<11:54,  1.71it/s, v_num=s2ag, train/loss=2.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 647/1867 [06:17<11:52,  1.71it/s, v_num=s2ag, train/loss=2.940]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 648/1867 [06:19<11:54,  1.71it/s, v_num=s2ag, train/loss=4.000]\r",
+      "Epoch 0:  35%|▎| 648/1867 [06:19<11:54,  1.71it/s, v_num=s2ag, train/loss=4.190]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 649/1867 [06:19<11:52,  1.71it/s, v_num=s2ag, train/loss=4.190]\r",
+      "Epoch 0:  35%|▎| 649/1867 [06:19<11:52,  1.71it/s, v_num=s2ag, train/loss=3.450]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 650/1867 [06:19<11:51,  1.71it/s, v_num=s2ag, train/loss=3.450]\r",
+      "Epoch 0:  35%|▎| 650/1867 [06:19<11:51,  1.71it/s, v_num=s2ag, train/loss=4.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 651/1867 [06:20<11:49,  1.71it/s, v_num=s2ag, train/loss=4.590]\r",
+      "Epoch 0:  35%|▎| 651/1867 [06:20<11:49,  1.71it/s, v_num=s2ag, train/loss=3.780]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 652/1867 [06:21<11:51,  1.71it/s, v_num=s2ag, train/loss=3.780]\r",
+      "Epoch 0:  35%|▎| 652/1867 [06:21<11:51,  1.71it/s, v_num=s2ag, train/loss=3.550]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 653/1867 [06:21<11:49,  1.71it/s, v_num=s2ag, train/loss=3.550]\r",
+      "Epoch 0:  35%|▎| 653/1867 [06:21<11:49,  1.71it/s, v_num=s2ag, train/loss=4.810]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 654/1867 [06:21<11:48,  1.71it/s, v_num=s2ag, train/loss=4.810]\r",
+      "Epoch 0:  35%|▎| 654/1867 [06:21<11:48,  1.71it/s, v_num=s2ag, train/loss=1.760]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 655/1867 [06:21<11:46,  1.72it/s, v_num=s2ag, train/loss=1.760]\r",
+      "Epoch 0:  35%|▎| 655/1867 [06:21<11:46,  1.72it/s, v_num=s2ag, train/loss=3.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 656/1867 [06:23<11:48,  1.71it/s, v_num=s2ag, train/loss=3.940]\r",
+      "Epoch 0:  35%|▎| 656/1867 [06:23<11:48,  1.71it/s, v_num=s2ag, train/loss=4.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 657/1867 [06:23<11:46,  1.71it/s, v_num=s2ag, train/loss=4.280]\r",
+      "Epoch 0:  35%|▎| 657/1867 [06:23<11:46,  1.71it/s, v_num=s2ag, train/loss=3.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 658/1867 [06:23<11:45,  1.71it/s, v_num=s2ag, train/loss=3.120]\r",
+      "Epoch 0:  35%|▎| 658/1867 [06:23<11:45,  1.71it/s, v_num=s2ag, train/loss=1.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 659/1867 [06:23<11:43,  1.72it/s, v_num=s2ag, train/loss=1.940]\r",
+      "Epoch 0:  35%|▎| 659/1867 [06:23<11:43,  1.72it/s, v_num=s2ag, train/loss=4.690]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 660/1867 [06:25<11:45,  1.71it/s, v_num=s2ag, train/loss=4.690]\r",
+      "Epoch 0:  35%|▎| 660/1867 [06:25<11:45,  1.71it/s, v_num=s2ag, train/loss=1.860]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|▎| 661/1867 [06:25<11:43,  1.71it/s, v_num=s2ag, train/loss=1.860]\r",
+      "Epoch 0:  35%|▎| 661/1867 [06:25<11:43,  1.71it/s, v_num=s2ag, train/loss=1.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  35%|���| 662/1867 [06:25<11:42,  1.72it/s, v_num=s2ag, train/loss=1.840]\r",
+      "Epoch 0:  35%|▎| 662/1867 [06:25<11:42,  1.72it/s, v_num=s2ag, train/loss=3.380]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 663/1867 [06:25<11:40,  1.72it/s, v_num=s2ag, train/loss=3.380]\r",
+      "Epoch 0:  36%|▎| 663/1867 [06:25<11:40,  1.72it/s, v_num=s2ag, train/loss=3.920]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 664/1867 [06:27<11:42,  1.71it/s, v_num=s2ag, train/loss=3.920]\r",
+      "Epoch 0:  36%|▎| 664/1867 [06:27<11:42,  1.71it/s, v_num=s2ag, train/loss=4.780]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 665/1867 [06:27<11:40,  1.72it/s, v_num=s2ag, train/loss=4.780]\r",
+      "Epoch 0:  36%|▎| 665/1867 [06:27<11:40,  1.72it/s, v_num=s2ag, train/loss=3.050]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 666/1867 [06:27<11:39,  1.72it/s, v_num=s2ag, train/loss=3.050]\r",
+      "Epoch 0:  36%|▎| 666/1867 [06:27<11:39,  1.72it/s, v_num=s2ag, train/loss=4.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 667/1867 [06:27<11:37,  1.72it/s, v_num=s2ag, train/loss=4.030]\r",
+      "Epoch 0:  36%|▎| 667/1867 [06:27<11:37,  1.72it/s, v_num=s2ag, train/loss=2.720]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 668/1867 [06:29<11:39,  1.71it/s, v_num=s2ag, train/loss=2.720]\r",
+      "Epoch 0:  36%|▎| 668/1867 [06:29<11:39,  1.71it/s, v_num=s2ag, train/loss=2.730]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 669/1867 [06:29<11:37,  1.72it/s, v_num=s2ag, train/loss=2.730]\r",
+      "Epoch 0:  36%|▎| 669/1867 [06:29<11:37,  1.72it/s, v_num=s2ag, train/loss=3.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 670/1867 [06:29<11:36,  1.72it/s, v_num=s2ag, train/loss=3.840]\r",
+      "Epoch 0:  36%|▎| 670/1867 [06:29<11:36,  1.72it/s, v_num=s2ag, train/loss=4.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 671/1867 [06:29<11:34,  1.72it/s, v_num=s2ag, train/loss=4.030]\r",
+      "Epoch 0:  36%|▎| 671/1867 [06:29<11:34,  1.72it/s, v_num=s2ag, train/loss=3.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 672/1867 [06:31<11:36,  1.72it/s, v_num=s2ag, train/loss=3.120]\r",
+      "Epoch 0:  36%|▎| 672/1867 [06:31<11:36,  1.72it/s, v_num=s2ag, train/loss=2.890]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 673/1867 [06:31<11:34,  1.72it/s, v_num=s2ag, train/loss=2.890]\r",
+      "Epoch 0:  36%|▎| 673/1867 [06:31<11:34,  1.72it/s, v_num=s2ag, train/loss=2.520]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 674/1867 [06:31<11:33,  1.72it/s, v_num=s2ag, train/loss=2.520]\r",
+      "Epoch 0:  36%|▎| 674/1867 [06:31<11:33,  1.72it/s, v_num=s2ag, train/loss=3.200]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 675/1867 [06:31<11:31,  1.72it/s, v_num=s2ag, train/loss=3.200]\r",
+      "Epoch 0:  36%|▎| 675/1867 [06:31<11:31,  1.72it/s, v_num=s2ag, train/loss=3.550]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 676/1867 [06:33<11:33,  1.72it/s, v_num=s2ag, train/loss=3.550]\r",
+      "Epoch 0:  36%|▎| 676/1867 [06:33<11:33,  1.72it/s, v_num=s2ag, train/loss=3.230]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 677/1867 [06:33<11:31,  1.72it/s, v_num=s2ag, train/loss=3.230]\r",
+      "Epoch 0:  36%|▎| 677/1867 [06:33<11:31,  1.72it/s, v_num=s2ag, train/loss=3.190]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 678/1867 [06:33<11:30,  1.72it/s, v_num=s2ag, train/loss=3.190]\r",
+      "Epoch 0:  36%|▎| 678/1867 [06:33<11:30,  1.72it/s, v_num=s2ag, train/loss=3.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 679/1867 [06:33<11:28,  1.72it/s, v_num=s2ag, train/loss=3.610]\r",
+      "Epoch 0:  36%|▎| 679/1867 [06:33<11:28,  1.72it/s, v_num=s2ag, train/loss=3.780]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 680/1867 [06:35<11:30,  1.72it/s, v_num=s2ag, train/loss=3.780]\r",
+      "Epoch 0:  36%|▎| 680/1867 [06:35<11:30,  1.72it/s, v_num=s2ag, train/loss=3.050]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  36%|▎| 681/1867 [06:35<11:29,  1.72it/s, v_num=s2ag, train/loss=3.050]\r",
+      "Epoch 0:  36%|▎| 681/1867 [06:35<11:29,  1.72it/s, v_num=s2ag, train/loss=3.270]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 682/1867 [06:35<11:27,  1.72it/s, v_num=s2ag, train/loss=3.270]\r",
+      "Epoch 0:  37%|▎| 682/1867 [06:35<11:27,  1.72it/s, v_num=s2ag, train/loss=2.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 683/1867 [06:35<11:26,  1.73it/s, v_num=s2ag, train/loss=2.340]\r",
+      "Epoch 0:  37%|▎| 683/1867 [06:35<11:26,  1.73it/s, v_num=s2ag, train/loss=3.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 684/1867 [06:37<11:27,  1.72it/s, v_num=s2ag, train/loss=3.610]\r",
+      "Epoch 0:  37%|▎| 684/1867 [06:37<11:27,  1.72it/s, v_num=s2ag, train/loss=2.230]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 685/1867 [06:37<11:26,  1.72it/s, v_num=s2ag, train/loss=2.230]\r",
+      "Epoch 0:  37%|▎| 685/1867 [06:37<11:26,  1.72it/s, v_num=s2ag, train/loss=4.910]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 686/1867 [06:37<11:24,  1.73it/s, v_num=s2ag, train/loss=4.910]\r",
+      "Epoch 0:  37%|▎| 686/1867 [06:37<11:24,  1.73it/s, v_num=s2ag, train/loss=4.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 687/1867 [06:37<11:23,  1.73it/s, v_num=s2ag, train/loss=4.340]\r",
+      "Epoch 0:  37%|▎| 687/1867 [06:37<11:23,  1.73it/s, v_num=s2ag, train/loss=4.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 688/1867 [06:40<11:26,  1.72it/s, v_num=s2ag, train/loss=4.060]\r",
+      "Epoch 0:  37%|▎| 688/1867 [06:40<11:26,  1.72it/s, v_num=s2ag, train/loss=4.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 689/1867 [06:40<11:25,  1.72it/s, v_num=s2ag, train/loss=4.470]\r",
+      "Epoch 0:  37%|▎| 689/1867 [06:40<11:25,  1.72it/s, v_num=s2ag, train/loss=4.440]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 690/1867 [06:40<11:23,  1.72it/s, v_num=s2ag, train/loss=4.440]\r",
+      "Epoch 0:  37%|▎| 690/1867 [06:40<11:23,  1.72it/s, v_num=s2ag, train/loss=2.770]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 691/1867 [06:40<11:22,  1.72it/s, v_num=s2ag, train/loss=2.770]\r",
+      "Epoch 0:  37%|▎| 691/1867 [06:40<11:22,  1.72it/s, v_num=s2ag, train/loss=4.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 692/1867 [06:42<11:23,  1.72it/s, v_num=s2ag, train/loss=4.120]\r",
+      "Epoch 0:  37%|▎| 692/1867 [06:42<11:23,  1.72it/s, v_num=s2ag, train/loss=2.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 693/1867 [06:42<11:22,  1.72it/s, v_num=s2ag, train/loss=2.030]\r",
+      "Epoch 0:  37%|▎| 693/1867 [06:42<11:22,  1.72it/s, v_num=s2ag, train/loss=3.750]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 694/1867 [06:42<11:20,  1.72it/s, v_num=s2ag, train/loss=3.750]\r",
+      "Epoch 0:  37%|▎| 694/1867 [06:42<11:20,  1.72it/s, v_num=s2ag, train/loss=2.360]\r",
+      "Epoch 0:  37%|▎| 695/1867 [06:42<11:19,  1.73it/s, v_num=s2ag, train/loss=2.360]\r",
+      "Epoch 0:  37%|▎| 695/1867 [06:42<11:19,  1.73it/s, v_num=s2ag, train/loss=4.750]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 696/1867 [06:44<11:20,  1.72it/s, v_num=s2ag, train/loss=4.750]\r",
+      "Epoch 0:  37%|▎| 696/1867 [06:44<11:20,  1.72it/s, v_num=s2ag, train/loss=2.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 697/1867 [06:44<11:19,  1.72it/s, v_num=s2ag, train/loss=2.940]\r",
+      "Epoch 0:  37%|▎| 697/1867 [06:44<11:19,  1.72it/s, v_num=s2ag, train/loss=4.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 698/1867 [06:44<11:17,  1.72it/s, v_num=s2ag, train/loss=4.340]\r",
+      "Epoch 0:  37%|▎| 698/1867 [06:44<11:17,  1.72it/s, v_num=s2ag, train/loss=3.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 699/1867 [06:44<11:16,  1.73it/s, v_num=s2ag, train/loss=3.280]\r",
+      "Epoch 0:  37%|▎| 699/1867 [06:44<11:16,  1.73it/s, v_num=s2ag, train/loss=3.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  37%|▎| 700/1867 [06:46<11:17,  1.72it/s, v_num=s2ag, train/loss=3.120]\r",
+      "Epoch 0:  37%|▎| 700/1867 [06:46<11:17,  1.72it/s, v_num=s2ag, train/loss=4.220]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 701/1867 [06:46<11:16,  1.72it/s, v_num=s2ag, train/loss=4.220]\r",
+      "Epoch 0:  38%|▍| 701/1867 [06:46<11:16,  1.72it/s, v_num=s2ag, train/loss=1.240]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 702/1867 [06:46<11:14,  1.73it/s, v_num=s2ag, train/loss=1.240]\r",
+      "Epoch 0:  38%|▍| 702/1867 [06:46<11:14,  1.73it/s, v_num=s2ag, train/loss=3.910]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 703/1867 [06:46<11:13,  1.73it/s, v_num=s2ag, train/loss=3.910]\r",
+      "Epoch 0:  38%|▍| 703/1867 [06:46<11:13,  1.73it/s, v_num=s2ag, train/loss=3.170]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 704/1867 [06:48<11:14,  1.72it/s, v_num=s2ag, train/loss=3.170]\r",
+      "Epoch 0:  38%|▍| 704/1867 [06:48<11:14,  1.72it/s, v_num=s2ag, train/loss=3.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 705/1867 [06:48<11:13,  1.73it/s, v_num=s2ag, train/loss=3.470]\r",
+      "Epoch 0:  38%|▍| 705/1867 [06:48<11:13,  1.73it/s, v_num=s2ag, train/loss=1.490]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 706/1867 [06:48<11:12,  1.73it/s, v_num=s2ag, train/loss=1.490]\r",
+      "Epoch 0:  38%|▍| 706/1867 [06:48<11:12,  1.73it/s, v_num=s2ag, train/loss=3.390]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 707/1867 [06:48<11:10,  1.73it/s, v_num=s2ag, train/loss=3.390]\r",
+      "Epoch 0:  38%|▍| 707/1867 [06:48<11:10,  1.73it/s, v_num=s2ag, train/loss=2.970]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 708/1867 [06:50<11:12,  1.72it/s, v_num=s2ag, train/loss=2.970]\r",
+      "Epoch 0:  38%|▍| 708/1867 [06:50<11:12,  1.72it/s, v_num=s2ag, train/loss=4.000]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 709/1867 [06:50<11:10,  1.73it/s, v_num=s2ag, train/loss=4.000]\r",
+      "Epoch 0:  38%|▍| 709/1867 [06:50<11:10,  1.73it/s, v_num=s2ag, train/loss=3.300]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 710/1867 [06:50<11:09,  1.73it/s, v_num=s2ag, train/loss=3.300]\r",
+      "Epoch 0:  38%|▍| 710/1867 [06:50<11:09,  1.73it/s, v_num=s2ag, train/loss=3.860]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 711/1867 [06:50<11:07,  1.73it/s, v_num=s2ag, train/loss=3.860]\r",
+      "Epoch 0:  38%|▍| 711/1867 [06:50<11:07,  1.73it/s, v_num=s2ag, train/loss=4.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 712/1867 [06:52<11:09,  1.73it/s, v_num=s2ag, train/loss=4.940]\r",
+      "Epoch 0:  38%|▍| 712/1867 [06:52<11:09,  1.73it/s, v_num=s2ag, train/loss=3.480]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 713/1867 [06:52<11:07,  1.73it/s, v_num=s2ag, train/loss=3.480]\r",
+      "Epoch 0:  38%|▍| 713/1867 [06:52<11:07,  1.73it/s, v_num=s2ag, train/loss=3.890]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 714/1867 [06:52<11:06,  1.73it/s, v_num=s2ag, train/loss=3.890]\r",
+      "Epoch 0:  38%|▍| 714/1867 [06:52<11:06,  1.73it/s, v_num=s2ag, train/loss=1.750]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 715/1867 [06:52<11:04,  1.73it/s, v_num=s2ag, train/loss=1.750]\r",
+      "Epoch 0:  38%|▍| 715/1867 [06:52<11:04,  1.73it/s, v_num=s2ag, train/loss=3.560]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 716/1867 [06:54<11:06,  1.73it/s, v_num=s2ag, train/loss=3.560]\r",
+      "Epoch 0:  38%|▍| 716/1867 [06:54<11:06,  1.73it/s, v_num=s2ag, train/loss=2.670]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 717/1867 [06:54<11:04,  1.73it/s, v_num=s2ag, train/loss=2.670]\r",
+      "Epoch 0:  38%|▍| 717/1867 [06:54<11:04,  1.73it/s, v_num=s2ag, train/loss=4.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  38%|▍| 718/1867 [06:54<11:03,  1.73it/s, v_num=s2ag, train/loss=4.120]\r",
+      "Epoch 0:  38%|▍| 718/1867 [06:54<11:03,  1.73it/s, v_num=s2ag, train/loss=3.950]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 719/1867 [06:54<11:02,  1.73it/s, v_num=s2ag, train/loss=3.950]\r",
+      "Epoch 0:  39%|▍| 719/1867 [06:54<11:02,  1.73it/s, v_num=s2ag, train/loss=3.770]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 720/1867 [06:56<11:03,  1.73it/s, v_num=s2ag, train/loss=3.770]\r",
+      "Epoch 0:  39%|▍| 720/1867 [06:56<11:03,  1.73it/s, v_num=s2ag, train/loss=4.190]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 721/1867 [06:56<11:02,  1.73it/s, v_num=s2ag, train/loss=4.190]\r",
+      "Epoch 0:  39%|▍| 721/1867 [06:56<11:02,  1.73it/s, v_num=s2ag, train/loss=3.140]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 722/1867 [06:56<11:00,  1.73it/s, v_num=s2ag, train/loss=3.140]\r",
+      "Epoch 0:  39%|▍| 722/1867 [06:56<11:00,  1.73it/s, v_num=s2ag, train/loss=4.720]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 723/1867 [06:56<10:59,  1.73it/s, v_num=s2ag, train/loss=4.720]\r",
+      "Epoch 0:  39%|▍| 723/1867 [06:56<10:59,  1.73it/s, v_num=s2ag, train/loss=4.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 724/1867 [06:58<11:00,  1.73it/s, v_num=s2ag, train/loss=4.060]\r",
+      "Epoch 0:  39%|▍| 724/1867 [06:58<11:00,  1.73it/s, v_num=s2ag, train/loss=2.920]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 725/1867 [06:58<10:59,  1.73it/s, v_num=s2ag, train/loss=2.920]\r",
+      "Epoch 0:  39%|▍| 725/1867 [06:58<10:59,  1.73it/s, v_num=s2ag, train/loss=2.830]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 726/1867 [06:58<10:58,  1.73it/s, v_num=s2ag, train/loss=2.830]\r",
+      "Epoch 0:  39%|▍| 726/1867 [06:58<10:58,  1.73it/s, v_num=s2ag, train/loss=1.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 727/1867 [06:58<10:56,  1.74it/s, v_num=s2ag, train/loss=1.590]\r",
+      "Epoch 0:  39%|▍| 727/1867 [06:58<10:56,  1.74it/s, v_num=s2ag, train/loss=3.970]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 728/1867 [07:00<10:58,  1.73it/s, v_num=s2ag, train/loss=3.970]\r",
+      "Epoch 0:  39%|▍| 728/1867 [07:00<10:58,  1.73it/s, v_num=s2ag, train/loss=4.620]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 729/1867 [07:00<10:56,  1.73it/s, v_num=s2ag, train/loss=4.620]\r",
+      "Epoch 0:  39%|▍| 729/1867 [07:00<10:56,  1.73it/s, v_num=s2ag, train/loss=4.410]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 730/1867 [07:00<10:55,  1.73it/s, v_num=s2ag, train/loss=4.410]\r",
+      "Epoch 0:  39%|▍| 730/1867 [07:00<10:55,  1.73it/s, v_num=s2ag, train/loss=3.810]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 731/1867 [07:00<10:54,  1.74it/s, v_num=s2ag, train/loss=3.810]\r",
+      "Epoch 0:  39%|▍| 731/1867 [07:00<10:54,  1.74it/s, v_num=s2ag, train/loss=4.220]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 732/1867 [07:02<10:55,  1.73it/s, v_num=s2ag, train/loss=4.220]\r",
+      "Epoch 0:  39%|▍| 732/1867 [07:02<10:55,  1.73it/s, v_num=s2ag, train/loss=3.730]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 733/1867 [07:02<10:54,  1.73it/s, v_num=s2ag, train/loss=3.730]\r",
+      "Epoch 0:  39%|▍| 733/1867 [07:02<10:54,  1.73it/s, v_num=s2ag, train/loss=2.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 734/1867 [07:02<10:52,  1.74it/s, v_num=s2ag, train/loss=2.940]\r",
+      "Epoch 0:  39%|▍| 734/1867 [07:02<10:52,  1.74it/s, v_num=s2ag, train/loss=1.350]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 735/1867 [07:02<10:51,  1.74it/s, v_num=s2ag, train/loss=1.350]\r",
+      "Epoch 0:  39%|▍| 735/1867 [07:02<10:51,  1.74it/s, v_num=s2ag, train/loss=2.730]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 736/1867 [07:04<10:52,  1.73it/s, v_num=s2ag, train/loss=2.730]\r",
+      "Epoch 0:  39%|▍| 736/1867 [07:04<10:52,  1.73it/s, v_num=s2ag, train/loss=2.300]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  39%|▍| 737/1867 [07:04<10:51,  1.73it/s, v_num=s2ag, train/loss=2.300]\r",
+      "Epoch 0:  39%|▍| 737/1867 [07:04<10:51,  1.73it/s, v_num=s2ag, train/loss=2.750]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 738/1867 [07:04<10:49,  1.74it/s, v_num=s2ag, train/loss=2.750]\r",
+      "Epoch 0:  40%|▍| 738/1867 [07:04<10:49,  1.74it/s, v_num=s2ag, train/loss=3.750]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 739/1867 [07:05<10:48,  1.74it/s, v_num=s2ag, train/loss=3.750]\r",
+      "Epoch 0:  40%|▍| 739/1867 [07:05<10:48,  1.74it/s, v_num=s2ag, train/loss=3.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 740/1867 [07:06<10:50,  1.73it/s, v_num=s2ag, train/loss=3.470]\r",
+      "Epoch 0:  40%|▍| 740/1867 [07:06<10:50,  1.73it/s, v_num=s2ag, train/loss=2.670]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 741/1867 [07:06<10:48,  1.74it/s, v_num=s2ag, train/loss=2.670]\r",
+      "Epoch 0:  40%|▍| 741/1867 [07:06<10:48,  1.74it/s, v_num=s2ag, train/loss=3.560]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 742/1867 [07:06<10:47,  1.74it/s, v_num=s2ag, train/loss=3.560]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 743/1867 [07:06<10:45,  1.74it/s, v_num=s2ag, train/loss=4.500]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 744/1867 [07:08<10:47,  1.73it/s, v_num=s2ag, train/loss=4.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 745/1867 [07:08<10:45,  1.74it/s, v_num=s2ag, train/loss=4.780]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 746/1867 [07:08<10:44,  1.74it/s, v_num=s2ag, train/loss=2.980]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 747/1867 [07:09<10:43,  1.74it/s, v_num=s2ag, train/loss=3.690]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 748/1867 [07:10<10:44,  1.74it/s, v_num=s2ag, train/loss=2.530]\r",
+      "Epoch 0:  40%|▍| 748/1867 [07:10<10:44,  1.74it/s, v_num=s2ag, train/loss=1.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 749/1867 [07:10<10:43,  1.74it/s, v_num=s2ag, train/loss=1.590]\r",
+      "Epoch 0:  40%|▍| 749/1867 [07:10<10:43,  1.74it/s, v_num=s2ag, train/loss=5.190]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 750/1867 [07:10<10:41,  1.74it/s, v_num=s2ag, train/loss=5.190]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 751/1867 [07:10<10:40,  1.74it/s, v_num=s2ag, train/loss=3.420]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 752/1867 [07:12<10:41,  1.74it/s, v_num=s2ag, train/loss=1.820]\r",
+      "Epoch 0:  40%|▍| 752/1867 [07:12<10:41,  1.74it/s, v_num=s2ag, train/loss=2.750]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 753/1867 [07:12<10:40,  1.74it/s, v_num=s2ag, train/loss=2.750]\r",
+      "Epoch 0:  40%|▍| 753/1867 [07:12<10:40,  1.74it/s, v_num=s2ag, train/loss=2.190]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 754/1867 [07:12<10:39,  1.74it/s, v_num=s2ag, train/loss=2.190]\r",
+      "Epoch 0:  40%|▍| 754/1867 [07:12<10:39,  1.74it/s, v_num=s2ag, train/loss=2.080]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 755/1867 [07:12<10:37,  1.74it/s, v_num=s2ag, train/loss=2.080]\r",
+      "Epoch 0:  40%|▍| 755/1867 [07:12<10:37,  1.74it/s, v_num=s2ag, train/loss=2.450]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  40%|▍| 756/1867 [07:14<10:38,  1.74it/s, v_num=s2ag, train/loss=2.450]\r",
+      "Epoch 0:  40%|▍| 756/1867 [07:14<10:38,  1.74it/s, v_num=s2ag, train/loss=4.000]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 757/1867 [07:14<10:37,  1.74it/s, v_num=s2ag, train/loss=4.000]\r",
+      "Epoch 0:  41%|▍| 757/1867 [07:14<10:37,  1.74it/s, v_num=s2ag, train/loss=2.970]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 758/1867 [07:14<10:36,  1.74it/s, v_num=s2ag, train/loss=2.970]\r",
+      "Epoch 0:  41%|▍| 758/1867 [07:14<10:36,  1.74it/s, v_num=s2ag, train/loss=3.640]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 759/1867 [07:14<10:34,  1.75it/s, v_num=s2ag, train/loss=3.640]\r",
+      "Epoch 0:  41%|▍| 759/1867 [07:14<10:34,  1.75it/s, v_num=s2ag, train/loss=3.390]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 760/1867 [07:16<10:36,  1.74it/s, v_num=s2ag, train/loss=3.390]\r",
+      "Epoch 0:  41%|▍| 760/1867 [07:16<10:36,  1.74it/s, v_num=s2ag, train/loss=2.670]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 761/1867 [07:16<10:34,  1.74it/s, v_num=s2ag, train/loss=2.670]\r",
+      "Epoch 0:  41%|▍| 761/1867 [07:16<10:34,  1.74it/s, v_num=s2ag, train/loss=3.420]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 762/1867 [07:16<10:33,  1.74it/s, v_num=s2ag, train/loss=3.420]\r",
+      "Epoch 0:  41%|▍| 762/1867 [07:16<10:33,  1.74it/s, v_num=s2ag, train/loss=2.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 763/1867 [07:16<10:32,  1.75it/s, v_num=s2ag, train/loss=2.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 763/1867 [07:16<10:32,  1.75it/s, v_num=s2ag, train/loss=4.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 764/1867 [07:19<10:34,  1.74it/s, v_num=s2ag, train/loss=4.310]\r",
+      "Epoch 0:  41%|▍| 764/1867 [07:19<10:34,  1.74it/s, v_num=s2ag, train/loss=2.800]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 765/1867 [07:19<10:32,  1.74it/s, v_num=s2ag, train/loss=2.800]\r",
+      "Epoch 0:  41%|▍| 765/1867 [07:19<10:32,  1.74it/s, v_num=s2ag, train/loss=4.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 766/1867 [07:19<10:31,  1.74it/s, v_num=s2ag, train/loss=4.470]\r",
+      "Epoch 0:  41%|▍| 766/1867 [07:19<10:31,  1.74it/s, v_num=s2ag, train/loss=4.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 767/1867 [07:19<10:30,  1.75it/s, v_num=s2ag, train/loss=4.030]\r",
+      "Epoch 0:  41%|▍| 767/1867 [07:19<10:30,  1.75it/s, v_num=s2ag, train/loss=3.410]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 768/1867 [07:21<10:31,  1.74it/s, v_num=s2ag, train/loss=3.410]\r",
+      "Epoch 0:  41%|▍| 768/1867 [07:21<10:31,  1.74it/s, v_num=s2ag, train/loss=4.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 769/1867 [07:21<10:30,  1.74it/s, v_num=s2ag, train/loss=4.120]\r",
+      "Epoch 0:  41%|▍| 769/1867 [07:21<10:30,  1.74it/s, v_num=s2ag, train/loss=2.970]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 770/1867 [07:21<10:28,  1.74it/s, v_num=s2ag, train/loss=2.970]\r",
+      "Epoch 0:  41%|▍| 770/1867 [07:21<10:28,  1.74it/s, v_num=s2ag, train/loss=3.190]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 771/1867 [07:21<10:27,  1.75it/s, v_num=s2ag, train/loss=3.190]\r",
+      "Epoch 0:  41%|▍| 771/1867 [07:21<10:27,  1.75it/s, v_num=s2ag, train/loss=4.810]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 772/1867 [07:23<10:28,  1.74it/s, v_num=s2ag, train/loss=4.810]\r",
+      "Epoch 0:  41%|▍| 772/1867 [07:23<10:28,  1.74it/s, v_num=s2ag, train/loss=3.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 773/1867 [07:23<10:27,  1.74it/s, v_num=s2ag, train/loss=3.660]\r",
+      "Epoch 0:  41%|▍| 773/1867 [07:23<10:27,  1.74it/s, v_num=s2ag, train/loss=4.410]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  41%|▍| 774/1867 [07:23<10:25,  1.75it/s, v_num=s2ag, train/loss=4.410]\r",
+      "Epoch 0:  41%|▍| 774/1867 [07:23<10:25,  1.75it/s, v_num=s2ag, train/loss=2.890]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 775/1867 [07:23<10:24,  1.75it/s, v_num=s2ag, train/loss=2.890]\r",
+      "Epoch 0:  42%|▍| 775/1867 [07:23<10:24,  1.75it/s, v_num=s2ag, train/loss=1.240]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 776/1867 [07:25<10:25,  1.74it/s, v_num=s2ag, train/loss=1.240]\r",
+      "Epoch 0:  42%|▍| 776/1867 [07:25<10:25,  1.74it/s, v_num=s2ag, train/loss=3.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 777/1867 [07:25<10:24,  1.75it/s, v_num=s2ag, train/loss=3.470]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 778/1867 [07:25<10:23,  1.75it/s, v_num=s2ag, train/loss=4.060]\r",
+      "Epoch 0:  42%|▍| 778/1867 [07:25<10:23,  1.75it/s, v_num=s2ag, train/loss=3.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 779/1867 [07:25<10:21,  1.75it/s, v_num=s2ag, train/loss=3.060]\r",
+      "Epoch 0:  42%|▍| 779/1867 [07:25<10:21,  1.75it/s, v_num=s2ag, train/loss=4.000]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 780/1867 [07:27<10:23,  1.74it/s, v_num=s2ag, train/loss=4.000]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 781/1867 [07:27<10:21,  1.75it/s, v_num=s2ag, train/loss=3.720]\r",
+      "Epoch 0:  42%|▍| 781/1867 [07:27<10:21,  1.75it/s, v_num=s2ag, train/loss=3.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 782/1867 [07:27<10:20,  1.75it/s, v_num=s2ag, train/loss=3.610]\r",
+      "Epoch 0:  42%|▍| 782/1867 [07:27<10:20,  1.75it/s, v_num=s2ag, train/loss=4.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 783/1867 [07:27<10:19,  1.75it/s, v_num=s2ag, train/loss=4.280]\r",
+      "Epoch 0:  42%|▍| 783/1867 [07:27<10:19,  1.75it/s, v_num=s2ag, train/loss=4.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 784/1867 [07:29<10:20,  1.75it/s, v_num=s2ag, train/loss=4.660]\r",
+      "Epoch 0:  42%|▍| 784/1867 [07:29<10:20,  1.75it/s, v_num=s2ag, train/loss=3.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 785/1867 [07:29<10:19,  1.75it/s, v_num=s2ag, train/loss=3.590]\r",
+      "Epoch 0:  42%|▍| 785/1867 [07:29<10:19,  1.75it/s, v_num=s2ag, train/loss=3.530]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 786/1867 [07:29<10:17,  1.75it/s, v_num=s2ag, train/loss=3.530]\r",
+      "Epoch 0:  42%|▍| 786/1867 [07:29<10:17,  1.75it/s, v_num=s2ag, train/loss=3.140]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 787/1867 [07:29<10:16,  1.75it/s, v_num=s2ag, train/loss=3.140]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 788/1867 [07:31<10:17,  1.75it/s, v_num=s2ag, train/loss=2.230]\r",
+      "Epoch 0:  42%|▍| 788/1867 [07:31<10:17,  1.75it/s, v_num=s2ag, train/loss=3.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 789/1867 [07:31<10:16,  1.75it/s, v_num=s2ag, train/loss=3.340]\r",
+      "Epoch 0:  42%|▍| 789/1867 [07:31<10:16,  1.75it/s, v_num=s2ag, train/loss=2.450]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 790/1867 [07:31<10:15,  1.75it/s, v_num=s2ag, train/loss=2.450]\r",
+      "Epoch 0:  42%|▍| 790/1867 [07:31<10:15,  1.75it/s, v_num=s2ag, train/loss=3.560]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 791/1867 [07:31<10:13,  1.75it/s, v_num=s2ag, train/loss=3.560]\r",
+      "Epoch 0:  42%|▍| 791/1867 [07:31<10:13,  1.75it/s, v_num=s2ag, train/loss=3.860]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 792/1867 [07:33<10:14,  1.75it/s, v_num=s2ag, train/loss=3.860]\r",
+      "Epoch 0:  42%|▍| 792/1867 [07:33<10:14,  1.75it/s, v_num=s2ag, train/loss=4.090]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  42%|▍| 793/1867 [07:33<10:13,  1.75it/s, v_num=s2ag, train/loss=4.090]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 794/1867 [07:33<10:12,  1.75it/s, v_num=s2ag, train/loss=1.860]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 795/1867 [07:33<10:11,  1.75it/s, v_num=s2ag, train/loss=4.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 796/1867 [07:34<10:12,  1.75it/s, v_num=s2ag, train/loss=3.620]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 797/1867 [07:35<10:10,  1.75it/s, v_num=s2ag, train/loss=2.830]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 798/1867 [07:35<10:09,  1.75it/s, v_num=s2ag, train/loss=4.030]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 799/1867 [07:35<10:08,  1.76it/s, v_num=s2ag, train/loss=2.520]\r",
+      "Epoch 0:  43%|▍| 799/1867 [07:35<10:08,  1.76it/s, v_num=s2ag, train/loss=3.390]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 800/1867 [07:36<10:09,  1.75it/s, v_num=s2ag, train/loss=3.390]\r",
+      "Epoch 0:  43%|▍| 800/1867 [07:36<10:09,  1.75it/s, v_num=s2ag, train/loss=3.970]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 801/1867 [07:36<10:08,  1.75it/s, v_num=s2ag, train/loss=3.970]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 802/1867 [07:37<10:07,  1.75it/s, v_num=s2ag, train/loss=3.110]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 803/1867 [07:37<10:05,  1.76it/s, v_num=s2ag, train/loss=3.090]\r",
+      "Epoch 0:  43%|▍| 803/1867 [07:37<10:05,  1.76it/s, v_num=s2ag, train/loss=3.970]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 804/1867 [07:39<10:06,  1.75it/s, v_num=s2ag, train/loss=3.970]\r",
+      "Epoch 0:  43%|▍| 804/1867 [07:39<10:06,  1.75it/s, v_num=s2ag, train/loss=3.410]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 805/1867 [07:39<10:05,  1.75it/s, v_num=s2ag, train/loss=3.410]\r",
+      "Epoch 0:  43%|▍| 805/1867 [07:39<10:05,  1.75it/s, v_num=s2ag, train/loss=3.940]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 806/1867 [07:39<10:04,  1.76it/s, v_num=s2ag, train/loss=3.940]\r",
+      "Epoch 0:  43%|▍| 806/1867 [07:39<10:04,  1.76it/s, v_num=s2ag, train/loss=1.980]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 807/1867 [07:39<10:03,  1.76it/s, v_num=s2ag, train/loss=1.980]\r",
+      "Epoch 0:  43%|▍| 807/1867 [07:39<10:03,  1.76it/s, v_num=s2ag, train/loss=1.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 808/1867 [07:41<10:04,  1.75it/s, v_num=s2ag, train/loss=1.610]\r",
+      "Epoch 0:  43%|▍| 808/1867 [07:41<10:04,  1.75it/s, v_num=s2ag, train/loss=2.520]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 809/1867 [07:41<10:03,  1.75it/s, v_num=s2ag, train/loss=2.520]\r",
+      "Epoch 0:  43%|▍| 809/1867 [07:41<10:03,  1.75it/s, v_num=s2ag, train/loss=2.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 810/1867 [07:41<10:02,  1.76it/s, v_num=s2ag, train/loss=2.470]\r",
+      "Epoch 0:  43%|▍| 810/1867 [07:41<10:02,  1.76it/s, v_num=s2ag, train/loss=2.730]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 811/1867 [07:41<10:00,  1.76it/s, v_num=s2ag, train/loss=2.730]\r",
+      "Epoch 0:  43%|▍| 811/1867 [07:41<10:00,  1.76it/s, v_num=s2ag, train/loss=4.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  43%|▍| 812/1867 [07:43<10:01,  1.75it/s, v_num=s2ag, train/loss=4.310]\r",
+      "Epoch 0:  43%|▍| 812/1867 [07:43<10:01,  1.75it/s, v_num=s2ag, train/loss=2.500]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 813/1867 [07:43<10:00,  1.75it/s, v_num=s2ag, train/loss=2.500]\r",
+      "Epoch 0:  44%|▍| 813/1867 [07:43<10:00,  1.75it/s, v_num=s2ag, train/loss=2.200]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 814/1867 [07:43<09:59,  1.76it/s, v_num=s2ag, train/loss=2.200]\r",
+      "Epoch 0:  44%|▍| 814/1867 [07:43<09:59,  1.76it/s, v_num=s2ag, train/loss=4.590]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 815/1867 [07:43<09:58,  1.76it/s, v_num=s2ag, train/loss=4.590]\r",
+      "Epoch 0:  44%|▍| 815/1867 [07:43<09:58,  1.76it/s, v_num=s2ag, train/loss=1.570]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 816/1867 [07:45<09:59,  1.75it/s, v_num=s2ag, train/loss=1.570]\r",
+      "Epoch 0:  44%|▍| 816/1867 [07:45<09:59,  1.75it/s, v_num=s2ag, train/loss=3.110]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 817/1867 [07:45<09:58,  1.76it/s, v_num=s2ag, train/loss=3.110]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 818/1867 [07:45<09:56,  1.76it/s, v_num=s2ag, train/loss=4.310]\r",
+      "Epoch 0:  44%|▍| 818/1867 [07:45<09:56,  1.76it/s, v_num=s2ag, train/loss=3.910]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 819/1867 [07:45<09:55,  1.76it/s, v_num=s2ag, train/loss=3.910]\r",
+      "Epoch 0:  44%|▍| 819/1867 [07:45<09:55,  1.76it/s, v_num=s2ag, train/loss=3.500]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 820/1867 [07:47<09:56,  1.76it/s, v_num=s2ag, train/loss=3.500]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 821/1867 [07:47<09:55,  1.76it/s, v_num=s2ag, train/loss=3.830]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 822/1867 [07:47<09:54,  1.76it/s, v_num=s2ag, train/loss=3.890]\r",
+      "Epoch 0:  44%|▍| 822/1867 [07:47<09:54,  1.76it/s, v_num=s2ag, train/loss=2.520]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 823/1867 [07:47<09:52,  1.76it/s, v_num=s2ag, train/loss=2.520]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 824/1867 [07:50<09:55,  1.75it/s, v_num=s2ag, train/loss=4.190]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 825/1867 [07:50<09:54,  1.75it/s, v_num=s2ag, train/loss=2.060]\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 826/1867 [07:50<09:53,  1.76it/s, v_num=s2ag, train/loss=3.200]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 827/1867 [07:50<09:51,  1.76it/s, v_num=s2ag, train/loss=3.110]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 828/1867 [07:52<09:52,  1.75it/s, v_num=s2ag, train/loss=2.160]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 829/1867 [07:52<09:51,  1.75it/s, v_num=s2ag, train/loss=4.440]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  44%|▍| 830/1867 [07:52<09:50,  1.76it/s, v_num=s2ag, train/loss=2.940]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 831/1867 [07:52<09:49,  1.76it/s, v_num=s2ag, train/loss=3.810]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 832/1867 [07:54<09:50,  1.75it/s, v_num=s2ag, train/loss=2.970]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 833/1867 [07:54<09:48,  1.76it/s, v_num=s2ag, train/loss=3.690]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 834/1867 [07:54<09:47,  1.76it/s, v_num=s2ag, train/loss=4.000]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 835/1867 [07:54<09:46,  1.76it/s, v_num=s2ag, train/loss=4.720]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 836/1867 [07:56<09:47,  1.75it/s, v_num=s2ag, train/loss=4.780]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 837/1867 [07:56<09:46,  1.76it/s, v_num=s2ag, train/loss=3.470]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 838/1867 [07:56<09:45,  1.76it/s, v_num=s2ag, train/loss=4.160]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 839/1867 [07:56<09:43,  1.76it/s, v_num=s2ag, train/loss=2.590]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 840/1867 [07:58<09:44,  1.76it/s, v_num=s2ag, train/loss=1.870]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 841/1867 [07:58<09:43,  1.76it/s, v_num=s2ag, train/loss=2.110]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 842/1867 [07:58<09:42,  1.76it/s, v_num=s2ag, train/loss=4.030]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 843/1867 [07:58<09:41,  1.76it/s, v_num=s2ag, train/loss=3.410]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 844/1867 [08:00<09:42,  1.76it/s, v_num=s2ag, train/loss=3.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 845/1867 [08:00<09:40,  1.76it/s, v_num=s2ag, train/loss=2.230]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 846/1867 [08:00<09:39,  1.76it/s, v_num=s2ag, train/loss=2.810]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 847/1867 [08:00<09:38,  1.76it/s, v_num=s2ag, train/loss=2.780]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 848/1867 [08:02<09:39,  1.76it/s, v_num=s2ag, train/loss=3.140]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  45%|▍| 849/1867 [08:02<09:38,  1.76it/s, v_num=s2ag, train/loss=3.440]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 850/1867 [08:02<09:37,  1.76it/s, v_num=s2ag, train/loss=4.160]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 851/1867 [08:02<09:35,  1.76it/s, v_num=s2ag, train/loss=2.830]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 852/1867 [08:04<09:36,  1.76it/s, v_num=s2ag, train/loss=4.590]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 853/1867 [08:04<09:35,  1.76it/s, v_num=s2ag, train/loss=2.480]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 854/1867 [08:04<09:34,  1.76it/s, v_num=s2ag, train/loss=4.440]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 855/1867 [08:04<09:33,  1.76it/s, v_num=s2ag, train/loss=4.000]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 856/1867 [08:06<09:34,  1.76it/s, v_num=s2ag, train/loss=3.660]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 857/1867 [08:06<09:33,  1.76it/s, v_num=s2ag, train/loss=3.520]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 858/1867 [08:06<09:32,  1.76it/s, v_num=s2ag, train/loss=2.030]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 859/1867 [08:06<09:30,  1.77it/s, v_num=s2ag, train/loss=2.420]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 860/1867 [08:08<09:31,  1.76it/s, v_num=s2ag, train/loss=2.980]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 861/1867 [08:08<09:30,  1.76it/s, v_num=s2ag, train/loss=3.800]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 862/1867 [08:08<09:29,  1.77it/s, v_num=s2ag, train/loss=3.700]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 863/1867 [08:08<09:28,  1.77it/s, v_num=s2ag, train/loss=4.250]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 864/1867 [08:10<09:29,  1.76it/s, v_num=s2ag, train/loss=4.090]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 865/1867 [08:10<09:28,  1.76it/s, v_num=s2ag, train/loss=3.420]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 866/1867 [08:10<09:26,  1.77it/s, v_num=s2ag, train/loss=3.840]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 867/1867 [08:10<09:25,  1.77it/s, v_num=s2ag, train/loss=4.530]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  46%|▍| 868/1867 [08:12<09:26,  1.76it/s, v_num=s2ag, train/loss=3.690]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 869/1867 [08:12<09:25,  1.77it/s, v_num=s2ag, train/loss=2.280]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 870/1867 [08:12<09:24,  1.77it/s, v_num=s2ag, train/loss=2.480]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 871/1867 [08:12<09:23,  1.77it/s, v_num=s2ag, train/loss=3.470]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 872/1867 [08:14<09:23,  1.76it/s, v_num=s2ag, train/loss=3.170]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 873/1867 [08:14<09:22,  1.77it/s, v_num=s2ag, train/loss=2.360]\r",
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+     ]
+    },
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+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 876/1867 [08:16<09:21,  1.77it/s, v_num=s2ag, train/loss=4.090]\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 878/1867 [08:16<09:19,  1.77it/s, v_num=s2ag, train/loss=3.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 879/1867 [08:16<09:17,  1.77it/s, v_num=s2ag, train/loss=4.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 880/1867 [08:18<09:18,  1.77it/s, v_num=s2ag, train/loss=4.780]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 881/1867 [08:18<09:17,  1.77it/s, v_num=s2ag, train/loss=4.560]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 882/1867 [08:18<09:16,  1.77it/s, v_num=s2ag, train/loss=2.860]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 883/1867 [08:18<09:15,  1.77it/s, v_num=s2ag, train/loss=2.980]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 884/1867 [08:20<09:16,  1.77it/s, v_num=s2ag, train/loss=2.590]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 885/1867 [08:20<09:15,  1.77it/s, v_num=s2ag, train/loss=2.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  47%|▍| 886/1867 [08:20<09:14,  1.77it/s, v_num=s2ag, train/loss=2.800]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 887/1867 [08:20<09:12,  1.77it/s, v_num=s2ag, train/loss=3.640]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 888/1867 [08:22<09:13,  1.77it/s, v_num=s2ag, train/loss=4.090]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 889/1867 [08:22<09:12,  1.77it/s, v_num=s2ag, train/loss=2.910]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 890/1867 [08:22<09:11,  1.77it/s, v_num=s2ag, train/loss=4.380]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 891/1867 [08:22<09:10,  1.77it/s, v_num=s2ag, train/loss=3.160]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 895/1867 [08:24<09:07,  1.77it/s, v_num=s2ag, train/loss=1.710]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 896/1867 [08:26<09:08,  1.77it/s, v_num=s2ag, train/loss=3.810]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 897/1867 [08:26<09:07,  1.77it/s, v_num=s2ag, train/loss=2.030]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 898/1867 [08:26<09:06,  1.77it/s, v_num=s2ag, train/loss=2.020]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 899/1867 [08:26<09:05,  1.78it/s, v_num=s2ag, train/loss=1.510]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 900/1867 [08:28<09:05,  1.77it/s, v_num=s2ag, train/loss=1.880]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 901/1867 [08:28<09:04,  1.77it/s, v_num=s2ag, train/loss=3.190]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 902/1867 [08:28<09:03,  1.78it/s, v_num=s2ag, train/loss=2.550]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 903/1867 [08:28<09:02,  1.78it/s, v_num=s2ag, train/loss=2.950]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 904/1867 [08:29<09:03,  1.77it/s, v_num=s2ag, train/loss=4.530]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  48%|▍| 905/1867 [08:30<09:02,  1.77it/s, v_num=s2ag, train/loss=2.800]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 906/1867 [08:30<09:01,  1.78it/s, v_num=s2ag, train/loss=5.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 907/1867 [08:30<08:59,  1.78it/s, v_num=s2ag, train/loss=3.770]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 908/1867 [08:31<09:00,  1.77it/s, v_num=s2ag, train/loss=3.440]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 909/1867 [08:31<08:59,  1.78it/s, v_num=s2ag, train/loss=3.610]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 910/1867 [08:32<08:58,  1.78it/s, v_num=s2ag, train/loss=3.440]\r",
+      "Epoch 0:  49%|▍| 910/1867 [08:32<08:58,  1.78it/s, v_num=s2ag, train/loss=4.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 911/1867 [08:32<08:57,  1.78it/s, v_num=s2ag, train/loss=4.060]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 912/1867 [08:33<08:58,  1.77it/s, v_num=s2ag, train/loss=2.620]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 913/1867 [08:34<08:57,  1.78it/s, v_num=s2ag, train/loss=3.780]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 914/1867 [08:34<08:56,  1.78it/s, v_num=s2ag, train/loss=2.280]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 915/1867 [08:34<08:54,  1.78it/s, v_num=s2ag, train/loss=2.410]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 916/1867 [08:35<08:55,  1.78it/s, v_num=s2ag, train/loss=2.110]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 917/1867 [08:36<08:54,  1.78it/s, v_num=s2ag, train/loss=3.140]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 918/1867 [08:36<08:53,  1.78it/s, v_num=s2ag, train/loss=3.810]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 919/1867 [08:36<08:52,  1.78it/s, v_num=s2ag, train/loss=4.250]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 920/1867 [08:37<08:53,  1.78it/s, v_num=s2ag, train/loss=2.090]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 921/1867 [08:37<08:52,  1.78it/s, v_num=s2ag, train/loss=2.520]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 922/1867 [08:38<08:51,  1.78it/s, v_num=s2ag, train/loss=3.920]\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 923/1867 [08:38<08:49,  1.78it/s, v_num=s2ag, train/loss=3.440]\r",
+      "Epoch 0:  49%|▍| 923/1867 [08:38<08:49,  1.78it/s, v_num=s2ag, train/loss=3.250]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  49%|▍| 924/1867 [08:39<08:50,  1.78it/s, v_num=s2ag, train/loss=3.250]\r",
+      "Epoch 0:  49%|▍| 924/1867 [08:39<08:50,  1.78it/s, v_num=s2ag, train/loss=4.000]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 925/1867 [08:40<08:49,  1.78it/s, v_num=s2ag, train/loss=4.000]\r",
+      "Epoch 0:  50%|▍| 925/1867 [08:40<08:49,  1.78it/s, v_num=s2ag, train/loss=3.860]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 926/1867 [08:40<08:48,  1.78it/s, v_num=s2ag, train/loss=3.860]\r",
+      "Epoch 0:  50%|▍| 926/1867 [08:40<08:48,  1.78it/s, v_num=s2ag, train/loss=4.560]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 927/1867 [08:40<08:47,  1.78it/s, v_num=s2ag, train/loss=4.560]\r",
+      "Epoch 0:  50%|▍| 927/1867 [08:40<08:47,  1.78it/s, v_num=s2ag, train/loss=4.190]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 928/1867 [08:41<08:48,  1.78it/s, v_num=s2ag, train/loss=4.190]\r",
+      "Epoch 0:  50%|▍| 928/1867 [08:41<08:48,  1.78it/s, v_num=s2ag, train/loss=4.620]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 929/1867 [08:42<08:47,  1.78it/s, v_num=s2ag, train/loss=4.620]\r",
+      "Epoch 0:  50%|▍| 929/1867 [08:42<08:47,  1.78it/s, v_num=s2ag, train/loss=4.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 930/1867 [08:42<08:46,  1.78it/s, v_num=s2ag, train/loss=4.030]\r",
+      "Epoch 0:  50%|▍| 930/1867 [08:42<08:46,  1.78it/s, v_num=s2ag, train/loss=3.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 931/1867 [08:42<08:44,  1.78it/s, v_num=s2ag, train/loss=3.280]\r",
+      "Epoch 0:  50%|▍| 931/1867 [08:42<08:44,  1.78it/s, v_num=s2ag, train/loss=2.670]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 932/1867 [08:44<08:45,  1.78it/s, v_num=s2ag, train/loss=2.670]\r",
+      "Epoch 0:  50%|▍| 932/1867 [08:44<08:45,  1.78it/s, v_num=s2ag, train/loss=3.810]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▍| 933/1867 [08:44<08:44,  1.78it/s, v_num=s2ag, train/loss=3.810]\r",
+      "Epoch 0:  50%|▍| 933/1867 [08:44<08:44,  1.78it/s, v_num=s2ag, train/loss=3.270]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 934/1867 [08:44<08:43,  1.78it/s, v_num=s2ag, train/loss=3.270]\r",
+      "Epoch 0:  50%|▌| 934/1867 [08:44<08:43,  1.78it/s, v_num=s2ag, train/loss=3.880]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 935/1867 [08:44<08:42,  1.78it/s, v_num=s2ag, train/loss=3.880]\r",
+      "Epoch 0:  50%|▌| 935/1867 [08:44<08:42,  1.78it/s, v_num=s2ag, train/loss=2.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 936/1867 [08:46<08:43,  1.78it/s, v_num=s2ag, train/loss=2.660]\r",
+      "Epoch 0:  50%|▌| 936/1867 [08:46<08:43,  1.78it/s, v_num=s2ag, train/loss=2.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 937/1867 [08:46<08:42,  1.78it/s, v_num=s2ag, train/loss=2.610]\r",
+      "Epoch 0:  50%|▌| 937/1867 [08:46<08:42,  1.78it/s, v_num=s2ag, train/loss=4.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 938/1867 [08:46<08:41,  1.78it/s, v_num=s2ag, train/loss=4.310]\r",
+      "Epoch 0:  50%|▌| 938/1867 [08:46<08:41,  1.78it/s, v_num=s2ag, train/loss=3.770]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 939/1867 [08:46<08:40,  1.78it/s, v_num=s2ag, train/loss=3.770]\r",
+      "Epoch 0:  50%|▌| 939/1867 [08:46<08:40,  1.78it/s, v_num=s2ag, train/loss=3.080]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 940/1867 [08:47<08:40,  1.78it/s, v_num=s2ag, train/loss=3.080]\r",
+      "Epoch 0:  50%|▌| 940/1867 [08:47<08:40,  1.78it/s, v_num=s2ag, train/loss=2.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 941/1867 [08:47<08:39,  1.78it/s, v_num=s2ag, train/loss=2.660]\r",
+      "Epoch 0:  50%|▌| 941/1867 [08:47<08:39,  1.78it/s, v_num=s2ag, train/loss=1.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  50%|▌| 942/1867 [08:48<08:38,  1.78it/s, v_num=s2ag, train/loss=1.840]\r",
+      "Epoch 0:  50%|▌| 942/1867 [08:48<08:38,  1.78it/s, v_num=s2ag, train/loss=5.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 943/1867 [08:48<08:37,  1.79it/s, v_num=s2ag, train/loss=5.660]\r",
+      "Epoch 0:  51%|▌| 943/1867 [08:48<08:37,  1.79it/s, v_num=s2ag, train/loss=4.840]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 944/1867 [08:49<08:38,  1.78it/s, v_num=s2ag, train/loss=4.840]\r",
+      "Epoch 0:  51%|▌| 944/1867 [08:49<08:38,  1.78it/s, v_num=s2ag, train/loss=4.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 945/1867 [08:50<08:37,  1.78it/s, v_num=s2ag, train/loss=4.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 945/1867 [08:50<08:37,  1.78it/s, v_num=s2ag, train/loss=3.880]\r",
+      "Epoch 0:  51%|▌| 946/1867 [08:50<08:36,  1.78it/s, v_num=s2ag, train/loss=3.880]\r",
+      "Epoch 0:  51%|▌| 946/1867 [08:50<08:36,  1.78it/s, v_num=s2ag, train/loss=1.670]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 947/1867 [08:50<08:35,  1.79it/s, v_num=s2ag, train/loss=1.670]\r",
+      "Epoch 0:  51%|▌| 947/1867 [08:50<08:35,  1.79it/s, v_num=s2ag, train/loss=2.810]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 948/1867 [08:52<08:35,  1.78it/s, v_num=s2ag, train/loss=2.810]\r",
+      "Epoch 0:  51%|▌| 948/1867 [08:52<08:35,  1.78it/s, v_num=s2ag, train/loss=2.330]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 949/1867 [08:52<08:34,  1.78it/s, v_num=s2ag, train/loss=2.330]\r",
+      "Epoch 0:  51%|▌| 949/1867 [08:52<08:34,  1.78it/s, v_num=s2ag, train/loss=1.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 950/1867 [08:52<08:33,  1.79it/s, v_num=s2ag, train/loss=1.610]\r",
+      "Epoch 0:  51%|▌| 950/1867 [08:52<08:33,  1.79it/s, v_num=s2ag, train/loss=2.140]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 951/1867 [08:52<08:32,  1.79it/s, v_num=s2ag, train/loss=2.140]\r",
+      "Epoch 0:  51%|▌| 951/1867 [08:52<08:32,  1.79it/s, v_num=s2ag, train/loss=4.380]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 952/1867 [08:53<08:33,  1.78it/s, v_num=s2ag, train/loss=4.380]\r",
+      "Epoch 0:  51%|▌| 952/1867 [08:53<08:33,  1.78it/s, v_num=s2ag, train/loss=4.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 953/1867 [08:53<08:32,  1.78it/s, v_num=s2ag, train/loss=4.310]\r",
+      "Epoch 0:  51%|▌| 953/1867 [08:53<08:32,  1.78it/s, v_num=s2ag, train/loss=4.000]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 954/1867 [08:54<08:31,  1.79it/s, v_num=s2ag, train/loss=4.000]\r",
+      "Epoch 0:  51%|▌| 954/1867 [08:54<08:31,  1.79it/s, v_num=s2ag, train/loss=2.730]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 955/1867 [08:54<08:30,  1.79it/s, v_num=s2ag, train/loss=2.730]\r",
+      "Epoch 0:  51%|▌| 955/1867 [08:54<08:30,  1.79it/s, v_num=s2ag, train/loss=1.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 956/1867 [08:56<08:30,  1.78it/s, v_num=s2ag, train/loss=1.660]\r",
+      "Epoch 0:  51%|▌| 956/1867 [08:56<08:30,  1.78it/s, v_num=s2ag, train/loss=2.880]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 957/1867 [08:56<08:29,  1.78it/s, v_num=s2ag, train/loss=2.880]\r",
+      "Epoch 0:  51%|▌| 957/1867 [08:56<08:29,  1.78it/s, v_num=s2ag, train/loss=4.250]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 958/1867 [08:56<08:28,  1.79it/s, v_num=s2ag, train/loss=4.250]\r",
+      "Epoch 0:  51%|▌| 958/1867 [08:56<08:28,  1.79it/s, v_num=s2ag, train/loss=3.140]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 959/1867 [08:56<08:27,  1.79it/s, v_num=s2ag, train/loss=3.140]\r",
+      "Epoch 0:  51%|▌| 959/1867 [08:56<08:27,  1.79it/s, v_num=s2ag, train/loss=2.380]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 960/1867 [08:58<08:28,  1.78it/s, v_num=s2ag, train/loss=2.380]\r",
+      "Epoch 0:  51%|▌| 960/1867 [08:58<08:28,  1.78it/s, v_num=s2ag, train/loss=1.240]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  51%|▌| 961/1867 [08:58<08:27,  1.79it/s, v_num=s2ag, train/loss=1.240]\r",
+      "Epoch 0:  51%|▌| 961/1867 [08:58<08:27,  1.79it/s, v_num=s2ag, train/loss=3.580]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 962/1867 [08:58<08:26,  1.79it/s, v_num=s2ag, train/loss=3.580]\r",
+      "Epoch 0:  52%|▌| 962/1867 [08:58<08:26,  1.79it/s, v_num=s2ag, train/loss=2.980]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 963/1867 [08:58<08:25,  1.79it/s, v_num=s2ag, train/loss=2.980]\r",
+      "Epoch 0:  52%|▌| 963/1867 [08:58<08:25,  1.79it/s, v_num=s2ag, train/loss=3.220]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 964/1867 [08:59<08:25,  1.79it/s, v_num=s2ag, train/loss=3.220]\r",
+      "Epoch 0:  52%|▌| 964/1867 [08:59<08:25,  1.79it/s, v_num=s2ag, train/loss=4.160]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 965/1867 [09:00<08:24,  1.79it/s, v_num=s2ag, train/loss=4.160]\r",
+      "Epoch 0:  52%|▌| 965/1867 [09:00<08:24,  1.79it/s, v_num=s2ag, train/loss=3.660]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 966/1867 [09:00<08:23,  1.79it/s, v_num=s2ag, train/loss=3.660]\r",
+      "Epoch 0:  52%|▌| 966/1867 [09:00<08:23,  1.79it/s, v_num=s2ag, train/loss=3.110]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 967/1867 [09:00<08:22,  1.79it/s, v_num=s2ag, train/loss=3.110]\r",
+      "Epoch 0:  52%|▌| 967/1867 [09:00<08:22,  1.79it/s, v_num=s2ag, train/loss=3.470]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 968/1867 [09:01<08:23,  1.79it/s, v_num=s2ag, train/loss=3.470]\r",
+      "Epoch 0:  52%|▌| 968/1867 [09:01<08:23,  1.79it/s, v_num=s2ag, train/loss=3.200]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 969/1867 [09:01<08:22,  1.79it/s, v_num=s2ag, train/loss=3.200]\r",
+      "Epoch 0:  52%|▌| 969/1867 [09:01<08:22,  1.79it/s, v_num=s2ag, train/loss=3.580]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 970/1867 [09:02<08:21,  1.79it/s, v_num=s2ag, train/loss=3.580]\r",
+      "Epoch 0:  52%|▌| 970/1867 [09:02<08:21,  1.79it/s, v_num=s2ag, train/loss=3.580]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 971/1867 [09:02<08:20,  1.79it/s, v_num=s2ag, train/loss=3.580]\r",
+      "Epoch 0:  52%|▌| 971/1867 [09:02<08:20,  1.79it/s, v_num=s2ag, train/loss=2.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 972/1867 [09:03<08:20,  1.79it/s, v_num=s2ag, train/loss=2.280]\r",
+      "Epoch 0:  52%|▌| 972/1867 [09:03<08:20,  1.79it/s, v_num=s2ag, train/loss=2.030]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 973/1867 [09:04<08:19,  1.79it/s, v_num=s2ag, train/loss=2.030]\r",
+      "Epoch 0:  52%|▌| 973/1867 [09:04<08:19,  1.79it/s, v_num=s2ag, train/loss=2.140]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 974/1867 [09:04<08:18,  1.79it/s, v_num=s2ag, train/loss=2.140]\r",
+      "Epoch 0:  52%|▌| 974/1867 [09:04<08:18,  1.79it/s, v_num=s2ag, train/loss=3.380]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 975/1867 [09:04<08:17,  1.79it/s, v_num=s2ag, train/loss=3.380]\r",
+      "Epoch 0:  52%|▌| 975/1867 [09:04<08:17,  1.79it/s, v_num=s2ag, train/loss=4.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 976/1867 [09:05<08:18,  1.79it/s, v_num=s2ag, train/loss=4.120]\r",
+      "Epoch 0:  52%|▌| 976/1867 [09:05<08:18,  1.79it/s, v_num=s2ag, train/loss=4.750]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 977/1867 [09:06<08:17,  1.79it/s, v_num=s2ag, train/loss=4.750]\r",
+      "Epoch 0:  52%|▌| 977/1867 [09:06<08:17,  1.79it/s, v_num=s2ag, train/loss=3.640]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 978/1867 [09:06<08:16,  1.79it/s, v_num=s2ag, train/loss=3.640]\r",
+      "Epoch 0:  52%|▌| 978/1867 [09:06<08:16,  1.79it/s, v_num=s2ag, train/loss=3.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 979/1867 [09:06<08:15,  1.79it/s, v_num=s2ag, train/loss=3.060]\r",
+      "Epoch 0:  52%|▌| 979/1867 [09:06<08:15,  1.79it/s, v_num=s2ag, train/loss=3.280]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  52%|▌| 980/1867 [09:07<08:15,  1.79it/s, v_num=s2ag, train/loss=3.280]\r",
+      "Epoch 0:  52%|▌| 980/1867 [09:07<08:15,  1.79it/s, v_num=s2ag, train/loss=3.750]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 981/1867 [09:07<08:14,  1.79it/s, v_num=s2ag, train/loss=3.750]\r",
+      "Epoch 0:  53%|▌| 981/1867 [09:07<08:14,  1.79it/s, v_num=s2ag, train/loss=4.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 982/1867 [09:08<08:13,  1.79it/s, v_num=s2ag, train/loss=4.310]\r",
+      "Epoch 0:  53%|▌| 982/1867 [09:08<08:13,  1.79it/s, v_num=s2ag, train/loss=4.530]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 983/1867 [09:08<08:12,  1.79it/s, v_num=s2ag, train/loss=4.530]\r",
+      "Epoch 0:  53%|▌| 983/1867 [09:08<08:12,  1.79it/s, v_num=s2ag, train/loss=2.520]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 984/1867 [09:09<08:13,  1.79it/s, v_num=s2ag, train/loss=2.520]\r",
+      "Epoch 0:  53%|▌| 984/1867 [09:09<08:13,  1.79it/s, v_num=s2ag, train/loss=4.160]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 985/1867 [09:09<08:12,  1.79it/s, v_num=s2ag, train/loss=4.160]\r",
+      "Epoch 0:  53%|▌| 985/1867 [09:09<08:12,  1.79it/s, v_num=s2ag, train/loss=3.140]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 986/1867 [09:09<08:11,  1.79it/s, v_num=s2ag, train/loss=3.140]\r",
+      "Epoch 0:  53%|▌| 986/1867 [09:09<08:11,  1.79it/s, v_num=s2ag, train/loss=2.360]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 987/1867 [09:10<08:10,  1.79it/s, v_num=s2ag, train/loss=2.360]\r",
+      "Epoch 0:  53%|▌| 987/1867 [09:10<08:10,  1.79it/s, v_num=s2ag, train/loss=4.720]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 988/1867 [09:11<08:11,  1.79it/s, v_num=s2ag, train/loss=4.720]\r",
+      "Epoch 0:  53%|▌| 988/1867 [09:11<08:11,  1.79it/s, v_num=s2ag, train/loss=3.920]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 989/1867 [09:11<08:09,  1.79it/s, v_num=s2ag, train/loss=3.920]\r",
+      "Epoch 0:  53%|▌| 989/1867 [09:11<08:10,  1.79it/s, v_num=s2ag, train/loss=4.340]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 990/1867 [09:12<08:08,  1.79it/s, v_num=s2ag, train/loss=4.340]\r",
+      "Epoch 0:  53%|▌| 990/1867 [09:12<08:08,  1.79it/s, v_num=s2ag, train/loss=2.620]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 991/1867 [09:12<08:07,  1.80it/s, v_num=s2ag, train/loss=2.620]\r",
+      "Epoch 0:  53%|▌| 991/1867 [09:12<08:07,  1.80it/s, v_num=s2ag, train/loss=4.120]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 992/1867 [09:13<08:08,  1.79it/s, v_num=s2ag, train/loss=4.120]\r",
+      "Epoch 0:  53%|▌| 992/1867 [09:13<08:08,  1.79it/s, v_num=s2ag, train/loss=4.380]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 993/1867 [09:13<08:07,  1.79it/s, v_num=s2ag, train/loss=4.380]\r",
+      "Epoch 0:  53%|▌| 993/1867 [09:13<08:07,  1.79it/s, v_num=s2ag, train/loss=4.060]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 994/1867 [09:14<08:06,  1.79it/s, v_num=s2ag, train/loss=4.060]\r",
+      "Epoch 0:  53%|▌| 994/1867 [09:14<08:06,  1.79it/s, v_num=s2ag, train/loss=2.480]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 995/1867 [09:14<08:05,  1.80it/s, v_num=s2ag, train/loss=2.480]\r",
+      "Epoch 0:  53%|▌| 995/1867 [09:14<08:05,  1.80it/s, v_num=s2ag, train/loss=2.670]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 996/1867 [09:15<08:06,  1.79it/s, v_num=s2ag, train/loss=2.670]\r",
+      "Epoch 0:  53%|▌| 996/1867 [09:15<08:06,  1.79it/s, v_num=s2ag, train/loss=3.310]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 997/1867 [09:16<08:05,  1.79it/s, v_num=s2ag, train/loss=3.310]\r",
+      "Epoch 0:  53%|▌| 997/1867 [09:16<08:05,  1.79it/s, v_num=s2ag, train/loss=4.440]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  53%|▌| 998/1867 [09:16<08:04,  1.79it/s, v_num=s2ag, train/loss=4.440]\r",
+      "Epoch 0:  53%|▌| 998/1867 [09:16<08:04,  1.79it/s, v_num=s2ag, train/loss=3.610]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 999/1867 [09:16<08:03,  1.80it/s, v_num=s2ag, train/loss=3.610]\r",
+      "Epoch 0:  54%|▌| 999/1867 [09:16<08:03,  1.80it/s, v_num=s2ag, train/loss=3.880]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1000/1867 [09:18<08:03,  1.79it/s, v_num=s2ag, train/loss=3.880\r",
+      "Epoch 0:  54%|▌| 1000/1867 [09:18<08:03,  1.79it/s, v_num=s2ag, train/loss=3.780/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n",
+      "/usr/local/lib/python3.11/dist-packages/torch/nn/modules/module.py:1802: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.\r\n",
+      "  warnings.warn(\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1001/1867 [09:23<08:07,  1.78it/s, v_num=s2ag, train/loss=3.780\r",
+      "Epoch 0:  54%|▌| 1001/1867 [09:23<08:07,  1.78it/s, v_num=s2ag, train/loss=4.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1002/1867 [09:23<08:06,  1.78it/s, v_num=s2ag, train/loss=4.220\r",
+      "Epoch 0:  54%|▌| 1002/1867 [09:23<08:06,  1.78it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1003/1867 [09:23<08:05,  1.78it/s, v_num=s2ag, train/loss=4.120\r",
+      "Epoch 0:  54%|▌| 1003/1867 [09:23<08:05,  1.78it/s, v_num=s2ag, train/loss=3.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1004/1867 [09:25<08:05,  1.78it/s, v_num=s2ag, train/loss=3.410\r",
+      "Epoch 0:  54%|▌| 1004/1867 [09:25<08:05,  1.78it/s, v_num=s2ag, train/loss=1.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1005/1867 [09:25<08:04,  1.78it/s, v_num=s2ag, train/loss=1.780\r",
+      "Epoch 0:  54%|▌| 1005/1867 [09:25<08:04,  1.78it/s, v_num=s2ag, train/loss=2.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1006/1867 [09:25<08:03,  1.78it/s, v_num=s2ag, train/loss=2.700\r",
+      "Epoch 0:  54%|▌| 1006/1867 [09:25<08:03,  1.78it/s, v_num=s2ag, train/loss=3.610"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1007/1867 [09:25<08:02,  1.78it/s, v_num=s2ag, train/loss=3.610\r",
+      "Epoch 0:  54%|▌| 1007/1867 [09:25<08:02,  1.78it/s, v_num=s2ag, train/loss=3.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1008/1867 [09:27<08:03,  1.78it/s, v_num=s2ag, train/loss=3.670\r",
+      "Epoch 0:  54%|▌| 1008/1867 [09:27<08:03,  1.78it/s, v_num=s2ag, train/loss=3.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1009/1867 [09:27<08:02,  1.78it/s, v_num=s2ag, train/loss=3.880\r",
+      "Epoch 0:  54%|▌| 1009/1867 [09:27<08:02,  1.78it/s, v_num=s2ag, train/loss=1.050"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1010/1867 [09:27<08:01,  1.78it/s, v_num=s2ag, train/loss=1.050\r",
+      "Epoch 0:  54%|▌| 1010/1867 [09:27<08:01,  1.78it/s, v_num=s2ag, train/loss=3.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1011/1867 [09:27<08:00,  1.78it/s, v_num=s2ag, train/loss=3.730\r",
+      "Epoch 0:  54%|▌| 1011/1867 [09:27<08:00,  1.78it/s, v_num=s2ag, train/loss=1.850"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1012/1867 [09:29<08:00,  1.78it/s, v_num=s2ag, train/loss=1.850\r",
+      "Epoch 0:  54%|▌| 1012/1867 [09:29<08:00,  1.78it/s, v_num=s2ag, train/loss=2.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1013/1867 [09:29<07:59,  1.78it/s, v_num=s2ag, train/loss=2.480\r",
+      "Epoch 0:  54%|▌| 1013/1867 [09:29<07:59,  1.78it/s, v_num=s2ag, train/loss=3.910"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1014/1867 [09:29<07:58,  1.78it/s, v_num=s2ag, train/loss=3.910\r",
+      "Epoch 0:  54%|▌| 1014/1867 [09:29<07:58,  1.78it/s, v_num=s2ag, train/loss=1.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1015/1867 [09:29<07:57,  1.78it/s, v_num=s2ag, train/loss=1.940\r",
+      "Epoch 0:  54%|▌| 1015/1867 [09:29<07:57,  1.78it/s, v_num=s2ag, train/loss=3.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1016/1867 [09:31<07:58,  1.78it/s, v_num=s2ag, train/loss=3.140\r",
+      "Epoch 0:  54%|▌| 1016/1867 [09:31<07:58,  1.78it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  54%|▌| 1017/1867 [09:31<07:57,  1.78it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  54%|▌| 1017/1867 [09:31<07:57,  1.78it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1018/1867 [09:31<07:56,  1.78it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  55%|▌| 1018/1867 [09:31<07:56,  1.78it/s, v_num=s2ag, train/loss=3.330"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1019/1867 [09:31<07:55,  1.78it/s, v_num=s2ag, train/loss=3.330\r",
+      "Epoch 0:  55%|▌| 1019/1867 [09:31<07:55,  1.78it/s, v_num=s2ag, train/loss=3.500"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1020/1867 [09:33<07:56,  1.78it/s, v_num=s2ag, train/loss=3.500\r",
+      "Epoch 0:  55%|▌| 1020/1867 [09:33<07:56,  1.78it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1021/1867 [09:33<07:55,  1.78it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1021/1867 [09:33<07:55,  1.78it/s, v_num=s2ag, train/loss=4.310\r",
+      "Epoch 0:  55%|▌| 1022/1867 [09:33<07:54,  1.78it/s, v_num=s2ag, train/loss=4.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1022/1867 [09:33<07:54,  1.78it/s, v_num=s2ag, train/loss=3.000\r",
+      "Epoch 0:  55%|▌| 1023/1867 [09:33<07:53,  1.78it/s, v_num=s2ag, train/loss=3.000\r",
+      "Epoch 0:  55%|▌| 1023/1867 [09:33<07:53,  1.78it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1024/1867 [09:35<07:53,  1.78it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  55%|▌| 1024/1867 [09:35<07:53,  1.78it/s, v_num=s2ag, train/loss=3.640"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1025/1867 [09:35<07:52,  1.78it/s, v_num=s2ag, train/loss=3.640\r",
+      "Epoch 0:  55%|▌| 1025/1867 [09:35<07:52,  1.78it/s, v_num=s2ag, train/loss=2.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1026/1867 [09:35<07:51,  1.78it/s, v_num=s2ag, train/loss=2.700\r",
+      "Epoch 0:  55%|▌| 1026/1867 [09:35<07:51,  1.78it/s, v_num=s2ag, train/loss=2.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1027/1867 [09:35<07:50,  1.78it/s, v_num=s2ag, train/loss=2.410\r",
+      "Epoch 0:  55%|▌| 1027/1867 [09:35<07:50,  1.78it/s, v_num=s2ag, train/loss=3.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1028/1867 [09:37<07:51,  1.78it/s, v_num=s2ag, train/loss=3.160\r",
+      "Epoch 0:  55%|▌| 1028/1867 [09:37<07:51,  1.78it/s, v_num=s2ag, train/loss=4.910"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1029/1867 [09:37<07:50,  1.78it/s, v_num=s2ag, train/loss=4.910\r",
+      "Epoch 0:  55%|▌| 1029/1867 [09:37<07:50,  1.78it/s, v_num=s2ag, train/loss=2.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1030/1867 [09:37<07:49,  1.78it/s, v_num=s2ag, train/loss=2.090\r",
+      "Epoch 0:  55%|▌| 1030/1867 [09:37<07:49,  1.78it/s, v_num=s2ag, train/loss=2.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1031/1867 [09:37<07:48,  1.79it/s, v_num=s2ag, train/loss=2.200\r",
+      "Epoch 0:  55%|▌| 1031/1867 [09:37<07:48,  1.79it/s, v_num=s2ag, train/loss=4.250"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1032/1867 [09:39<07:48,  1.78it/s, v_num=s2ag, train/loss=4.250\r",
+      "Epoch 0:  55%|▌| 1032/1867 [09:39<07:48,  1.78it/s, v_num=s2ag, train/loss=4.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1033/1867 [09:39<07:47,  1.78it/s, v_num=s2ag, train/loss=4.220\r",
+      "Epoch 0:  55%|▌| 1033/1867 [09:39<07:47,  1.78it/s, v_num=s2ag, train/loss=2.890"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1034/1867 [09:39<07:46,  1.78it/s, v_num=s2ag, train/loss=2.890\r",
+      "Epoch 0:  55%|▌| 1034/1867 [09:39<07:46,  1.78it/s, v_num=s2ag, train/loss=3.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1035/1867 [09:39<07:45,  1.79it/s, v_num=s2ag, train/loss=3.840\r",
+      "Epoch 0:  55%|▌| 1035/1867 [09:39<07:45,  1.79it/s, v_num=s2ag, train/loss=3.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  55%|▌| 1036/1867 [09:41<07:46,  1.78it/s, v_num=s2ag, train/loss=3.450\r",
+      "Epoch 0:  55%|▌| 1036/1867 [09:41<07:46,  1.78it/s, v_num=s2ag, train/loss=4.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1037/1867 [09:41<07:45,  1.78it/s, v_num=s2ag, train/loss=4.880\r",
+      "Epoch 0:  56%|▌| 1037/1867 [09:41<07:45,  1.78it/s, v_num=s2ag, train/loss=4.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1038/1867 [09:41<07:44,  1.78it/s, v_num=s2ag, train/loss=4.060\r",
+      "Epoch 0:  56%|▌| 1038/1867 [09:41<07:44,  1.78it/s, v_num=s2ag, train/loss=2.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1039/1867 [09:41<07:43,  1.79it/s, v_num=s2ag, train/loss=2.160\r",
+      "Epoch 0:  56%|▌| 1039/1867 [09:41<07:43,  1.79it/s, v_num=s2ag, train/loss=3.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1040/1867 [09:43<07:43,  1.78it/s, v_num=s2ag, train/loss=3.810\r",
+      "Epoch 0:  56%|▌| 1040/1867 [09:43<07:43,  1.78it/s, v_num=s2ag, train/loss=3.720"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1041/1867 [09:43<07:43,  1.78it/s, v_num=s2ag, train/loss=3.720\r",
+      "Epoch 0:  56%|▌| 1041/1867 [09:43<07:43,  1.78it/s, v_num=s2ag, train/loss=3.750"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1042/1867 [09:43<07:42,  1.79it/s, v_num=s2ag, train/loss=3.750\r",
+      "Epoch 0:  56%|▌| 1042/1867 [09:43<07:42,  1.79it/s, v_num=s2ag, train/loss=3.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1043/1867 [09:43<07:41,  1.79it/s, v_num=s2ag, train/loss=3.660\r",
+      "Epoch 0:  56%|▌| 1043/1867 [09:43<07:41,  1.79it/s, v_num=s2ag, train/loss=3.300"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1044/1867 [09:45<07:41,  1.78it/s, v_num=s2ag, train/loss=3.300\r",
+      "Epoch 0:  56%|▌| 1044/1867 [09:45<07:41,  1.78it/s, v_num=s2ag, train/loss=4.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1045/1867 [09:45<07:40,  1.78it/s, v_num=s2ag, train/loss=4.530\r",
+      "Epoch 0:  56%|▌| 1045/1867 [09:45<07:40,  1.78it/s, v_num=s2ag, train/loss=2.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1046/1867 [09:45<07:39,  1.79it/s, v_num=s2ag, train/loss=2.560\r",
+      "Epoch 0:  56%|▌| 1046/1867 [09:45<07:39,  1.79it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1047/1867 [09:45<07:38,  1.79it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  56%|▌| 1047/1867 [09:45<07:38,  1.79it/s, v_num=s2ag, train/loss=4.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1048/1867 [09:47<07:39,  1.78it/s, v_num=s2ag, train/loss=4.590\r",
+      "Epoch 0:  56%|▌| 1048/1867 [09:47<07:39,  1.78it/s, v_num=s2ag, train/loss=2.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1049/1867 [09:47<07:38,  1.79it/s, v_num=s2ag, train/loss=2.860\r",
+      "Epoch 0:  56%|▌| 1049/1867 [09:47<07:38,  1.79it/s, v_num=s2ag, train/loss=2.830"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1050/1867 [09:47<07:37,  1.79it/s, v_num=s2ag, train/loss=2.830\r",
+      "Epoch 0:  56%|▌| 1050/1867 [09:47<07:37,  1.79it/s, v_num=s2ag, train/loss=3.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1051/1867 [09:47<07:36,  1.79it/s, v_num=s2ag, train/loss=3.690\r",
+      "Epoch 0:  56%|▌| 1051/1867 [09:47<07:36,  1.79it/s, v_num=s2ag, train/loss=3.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1052/1867 [09:49<07:36,  1.78it/s, v_num=s2ag, train/loss=3.590\r",
+      "Epoch 0:  56%|▌| 1052/1867 [09:49<07:36,  1.78it/s, v_num=s2ag, train/loss=2.750"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1053/1867 [09:49<07:35,  1.79it/s, v_num=s2ag, train/loss=2.750\r",
+      "Epoch 0:  56%|▌| 1053/1867 [09:49<07:35,  1.79it/s, v_num=s2ag, train/loss=3.170"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  56%|▌| 1054/1867 [09:49<07:34,  1.79it/s, v_num=s2ag, train/loss=3.170\r",
+      "Epoch 0:  56%|▌| 1054/1867 [09:49<07:34,  1.79it/s, v_num=s2ag, train/loss=2.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1055/1867 [09:49<07:33,  1.79it/s, v_num=s2ag, train/loss=2.880\r",
+      "Epoch 0:  57%|▌| 1055/1867 [09:49<07:33,  1.79it/s, v_num=s2ag, train/loss=3.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1056/1867 [09:51<07:34,  1.78it/s, v_num=s2ag, train/loss=3.690\r",
+      "Epoch 0:  57%|▌| 1056/1867 [09:51<07:34,  1.78it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1057/1867 [09:51<07:33,  1.79it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  57%|▌| 1057/1867 [09:51<07:33,  1.79it/s, v_num=s2ag, train/loss=3.550"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1058/1867 [09:51<07:32,  1.79it/s, v_num=s2ag, train/loss=3.550\r",
+      "Epoch 0:  57%|▌| 1058/1867 [09:51<07:32,  1.79it/s, v_num=s2ag, train/loss=3.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1059/1867 [09:51<07:31,  1.79it/s, v_num=s2ag, train/loss=3.940\r",
+      "Epoch 0:  57%|▌| 1059/1867 [09:51<07:31,  1.79it/s, v_num=s2ag, train/loss=3.250"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1060/1867 [09:53<07:31,  1.79it/s, v_num=s2ag, train/loss=3.250\r",
+      "Epoch 0:  57%|▌| 1060/1867 [09:53<07:31,  1.79it/s, v_num=s2ag, train/loss=3.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1061/1867 [09:53<07:30,  1.79it/s, v_num=s2ag, train/loss=3.120\r",
+      "Epoch 0:  57%|▌| 1061/1867 [09:53<07:30,  1.79it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1062/1867 [09:53<07:30,  1.79it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  57%|▌| 1062/1867 [09:53<07:30,  1.79it/s, v_num=s2ag, train/loss=3.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1063/1867 [09:53<07:29,  1.79it/s, v_num=s2ag, train/loss=3.340\r",
+      "Epoch 0:  57%|▌| 1063/1867 [09:53<07:29,  1.79it/s, v_num=s2ag, train/loss=3.020"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1064/1867 [09:55<07:29,  1.79it/s, v_num=s2ag, train/loss=3.020\r",
+      "Epoch 0:  57%|▌| 1064/1867 [09:55<07:29,  1.79it/s, v_num=s2ag, train/loss=2.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1065/1867 [09:55<07:28,  1.79it/s, v_num=s2ag, train/loss=2.950\r",
+      "Epoch 0:  57%|▌| 1065/1867 [09:55<07:28,  1.79it/s, v_num=s2ag, train/loss=5.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1066/1867 [09:56<07:27,  1.79it/s, v_num=s2ag, train/loss=5.810\r",
+      "Epoch 0:  57%|▌| 1066/1867 [09:56<07:27,  1.79it/s, v_num=s2ag, train/loss=5.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1067/1867 [09:56<07:26,  1.79it/s, v_num=s2ag, train/loss=5.190\r",
+      "Epoch 0:  57%|▌| 1067/1867 [09:56<07:26,  1.79it/s, v_num=s2ag, train/loss=3.910"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1068/1867 [09:57<07:27,  1.79it/s, v_num=s2ag, train/loss=3.910\r",
+      "Epoch 0:  57%|▌| 1068/1867 [09:57<07:27,  1.79it/s, v_num=s2ag, train/loss=4.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1069/1867 [09:57<07:26,  1.79it/s, v_num=s2ag, train/loss=4.440\r",
+      "Epoch 0:  57%|▌| 1069/1867 [09:57<07:26,  1.79it/s, v_num=s2ag, train/loss=3.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1070/1867 [09:57<07:25,  1.79it/s, v_num=s2ag, train/loss=3.590\r",
+      "Epoch 0:  57%|▌| 1070/1867 [09:57<07:25,  1.79it/s, v_num=s2ag, train/loss=2.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1071/1867 [09:58<07:24,  1.79it/s, v_num=s2ag, train/loss=2.860\r",
+      "Epoch 0:  57%|▌| 1071/1867 [09:58<07:24,  1.79it/s, v_num=s2ag, train/loss=1.240"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1072/1867 [09:59<07:24,  1.79it/s, v_num=s2ag, train/loss=1.240\r",
+      "Epoch 0:  57%|▌| 1072/1867 [09:59<07:24,  1.79it/s, v_num=s2ag, train/loss=3.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  57%|▌| 1073/1867 [09:59<07:23,  1.79it/s, v_num=s2ag, train/loss=3.160\r",
+      "Epoch 0:  57%|▌| 1073/1867 [09:59<07:23,  1.79it/s, v_num=s2ag, train/loss=3.580"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1074/1867 [09:59<07:22,  1.79it/s, v_num=s2ag, train/loss=3.580\r",
+      "Epoch 0:  58%|▌| 1074/1867 [09:59<07:22,  1.79it/s, v_num=s2ag, train/loss=3.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1075/1867 [09:59<07:22,  1.79it/s, v_num=s2ag, train/loss=3.060\r",
+      "Epoch 0:  58%|▌| 1075/1867 [09:59<07:22,  1.79it/s, v_num=s2ag, train/loss=2.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1076/1867 [10:02<07:22,  1.79it/s, v_num=s2ag, train/loss=2.560\r",
+      "Epoch 0:  58%|▌| 1076/1867 [10:02<07:22,  1.79it/s, v_num=s2ag, train/loss=4.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1077/1867 [10:02<07:22,  1.79it/s, v_num=s2ag, train/loss=4.060\r",
+      "Epoch 0:  58%|▌| 1077/1867 [10:02<07:22,  1.79it/s, v_num=s2ag, train/loss=3.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1078/1867 [10:02<07:21,  1.79it/s, v_num=s2ag, train/loss=3.780\r",
+      "Epoch 0:  58%|▌| 1078/1867 [10:02<07:21,  1.79it/s, v_num=s2ag, train/loss=3.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1079/1867 [10:02<07:20,  1.79it/s, v_num=s2ag, train/loss=3.560\r",
+      "Epoch 0:  58%|▌| 1079/1867 [10:02<07:20,  1.79it/s, v_num=s2ag, train/loss=2.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1080/1867 [10:04<07:20,  1.79it/s, v_num=s2ag, train/loss=2.450\r",
+      "Epoch 0:  58%|▌| 1080/1867 [10:04<07:20,  1.79it/s, v_num=s2ag, train/loss=3.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1081/1867 [10:04<07:19,  1.79it/s, v_num=s2ag, train/loss=3.410\r",
+      "Epoch 0:  58%|▌| 1081/1867 [10:04<07:19,  1.79it/s, v_num=s2ag, train/loss=2.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1082/1867 [10:04<07:18,  1.79it/s, v_num=s2ag, train/loss=2.220\r",
+      "Epoch 0:  58%|▌| 1082/1867 [10:04<07:18,  1.79it/s, v_num=s2ag, train/loss=3.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1083/1867 [10:04<07:17,  1.79it/s, v_num=s2ag, train/loss=3.590\r",
+      "Epoch 0:  58%|▌| 1083/1867 [10:04<07:17,  1.79it/s, v_num=s2ag, train/loss=2.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1084/1867 [10:06<07:18,  1.79it/s, v_num=s2ag, train/loss=2.410\r",
+      "Epoch 0:  58%|▌| 1084/1867 [10:06<07:18,  1.79it/s, v_num=s2ag, train/loss=2.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1085/1867 [10:06<07:17,  1.79it/s, v_num=s2ag, train/loss=2.120\r",
+      "Epoch 0:  58%|▌| 1085/1867 [10:06<07:17,  1.79it/s, v_num=s2ag, train/loss=2.360"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1086/1867 [10:06<07:16,  1.79it/s, v_num=s2ag, train/loss=2.360\r",
+      "Epoch 0:  58%|▌| 1086/1867 [10:06<07:16,  1.79it/s, v_num=s2ag, train/loss=3.890"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1087/1867 [10:06<07:15,  1.79it/s, v_num=s2ag, train/loss=3.890\r",
+      "Epoch 0:  58%|▌| 1087/1867 [10:06<07:15,  1.79it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1088/1867 [10:08<07:15,  1.79it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  58%|▌| 1088/1867 [10:08<07:15,  1.79it/s, v_num=s2ag, train/loss=1.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1089/1867 [10:08<07:14,  1.79it/s, v_num=s2ag, train/loss=1.410\r",
+      "Epoch 0:  58%|▌| 1089/1867 [10:08<07:14,  1.79it/s, v_num=s2ag, train/loss=2.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1090/1867 [10:08<07:13,  1.79it/s, v_num=s2ag, train/loss=2.860\r",
+      "Epoch 0:  58%|▌| 1090/1867 [10:08<07:13,  1.79it/s, v_num=s2ag, train/loss=3.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1091/1867 [10:08<07:12,  1.79it/s, v_num=s2ag, train/loss=3.810\r",
+      "Epoch 0:  58%|▌| 1091/1867 [10:08<07:12,  1.79it/s, v_num=s2ag, train/loss=4.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  58%|▌| 1092/1867 [10:10<07:13,  1.79it/s, v_num=s2ag, train/loss=4.340\r",
+      "Epoch 0:  58%|▌| 1092/1867 [10:10<07:13,  1.79it/s, v_num=s2ag, train/loss=3.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1093/1867 [10:10<07:12,  1.79it/s, v_num=s2ag, train/loss=3.220\r",
+      "Epoch 0:  59%|▌| 1093/1867 [10:10<07:12,  1.79it/s, v_num=s2ag, train/loss=3.800"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1094/1867 [10:10<07:11,  1.79it/s, v_num=s2ag, train/loss=3.800\r",
+      "Epoch 0:  59%|▌| 1094/1867 [10:10<07:11,  1.79it/s, v_num=s2ag, train/loss=3.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1095/1867 [10:10<07:10,  1.79it/s, v_num=s2ag, train/loss=3.310\r",
+      "Epoch 0:  59%|▌| 1095/1867 [10:10<07:10,  1.79it/s, v_num=s2ag, train/loss=3.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1096/1867 [10:13<07:11,  1.79it/s, v_num=s2ag, train/loss=3.860\r",
+      "Epoch 0:  59%|▌| 1096/1867 [10:13<07:11,  1.79it/s, v_num=s2ag, train/loss=5.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1097/1867 [10:13<07:10,  1.79it/s, v_num=s2ag, train/loss=5.440\r",
+      "Epoch 0:  59%|▌| 1097/1867 [10:13<07:10,  1.79it/s, v_num=s2ag, train/loss=2.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1098/1867 [10:13<07:09,  1.79it/s, v_num=s2ag, train/loss=2.780\r",
+      "Epoch 0:  59%|▌| 1098/1867 [10:13<07:09,  1.79it/s, v_num=s2ag, train/loss=3.640"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1099/1867 [10:13<07:08,  1.79it/s, v_num=s2ag, train/loss=3.640\r",
+      "Epoch 0:  59%|▌| 1099/1867 [10:13<07:08,  1.79it/s, v_num=s2ag, train/loss=3.640"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1100/1867 [10:15<07:08,  1.79it/s, v_num=s2ag, train/loss=3.640\r",
+      "Epoch 0:  59%|▌| 1100/1867 [10:15<07:08,  1.79it/s, v_num=s2ag, train/loss=3.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1101/1867 [10:15<07:07,  1.79it/s, v_num=s2ag, train/loss=3.530\r",
+      "Epoch 0:  59%|▌| 1101/1867 [10:15<07:07,  1.79it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1102/1867 [10:15<07:07,  1.79it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  59%|▌| 1102/1867 [10:15<07:07,  1.79it/s, v_num=s2ag, train/loss=3.720"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1103/1867 [10:15<07:06,  1.79it/s, v_num=s2ag, train/loss=3.720\r",
+      "Epoch 0:  59%|▌| 1103/1867 [10:15<07:06,  1.79it/s, v_num=s2ag, train/loss=4.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1104/1867 [10:17<07:06,  1.79it/s, v_num=s2ag, train/loss=4.530\r",
+      "Epoch 0:  59%|▌| 1104/1867 [10:17<07:06,  1.79it/s, v_num=s2ag, train/loss=1.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1105/1867 [10:17<07:05,  1.79it/s, v_num=s2ag, train/loss=1.950\r",
+      "Epoch 0:  59%|▌| 1105/1867 [10:17<07:05,  1.79it/s, v_num=s2ag, train/loss=2.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1106/1867 [10:17<07:05,  1.79it/s, v_num=s2ag, train/loss=2.970\r",
+      "Epoch 0:  59%|▌| 1106/1867 [10:17<07:05,  1.79it/s, v_num=s2ag, train/loss=3.050"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1107/1867 [10:17<07:04,  1.79it/s, v_num=s2ag, train/loss=3.050\r",
+      "Epoch 0:  59%|▌| 1107/1867 [10:17<07:04,  1.79it/s, v_num=s2ag, train/loss=3.910"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1108/1867 [10:19<07:04,  1.79it/s, v_num=s2ag, train/loss=3.910\r",
+      "Epoch 0:  59%|▌| 1108/1867 [10:19<07:04,  1.79it/s, v_num=s2ag, train/loss=2.800"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1109/1867 [10:19<07:03,  1.79it/s, v_num=s2ag, train/loss=2.800\r",
+      "Epoch 0:  59%|▌| 1109/1867 [10:19<07:03,  1.79it/s, v_num=s2ag, train/loss=2.920"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  59%|▌| 1110/1867 [10:19<07:02,  1.79it/s, v_num=s2ag, train/loss=2.920\r",
+      "Epoch 0:  59%|▌| 1110/1867 [10:19<07:02,  1.79it/s, v_num=s2ag, train/loss=4.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1111/1867 [10:19<07:01,  1.79it/s, v_num=s2ag, train/loss=4.090\r",
+      "Epoch 0:  60%|▌| 1111/1867 [10:19<07:01,  1.79it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1112/1867 [10:21<07:02,  1.79it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  60%|▌| 1112/1867 [10:21<07:02,  1.79it/s, v_num=s2ag, train/loss=2.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1113/1867 [10:21<07:01,  1.79it/s, v_num=s2ag, train/loss=2.970\r",
+      "Epoch 0:  60%|▌| 1113/1867 [10:21<07:01,  1.79it/s, v_num=s2ag, train/loss=3.920"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1114/1867 [10:21<07:00,  1.79it/s, v_num=s2ag, train/loss=3.920\r",
+      "Epoch 0:  60%|▌| 1114/1867 [10:21<07:00,  1.79it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1115/1867 [10:21<06:59,  1.79it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  60%|▌| 1115/1867 [10:21<06:59,  1.79it/s, v_num=s2ag, train/loss=2.230"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1116/1867 [10:23<06:59,  1.79it/s, v_num=s2ag, train/loss=2.230\r",
+      "Epoch 0:  60%|▌| 1116/1867 [10:23<06:59,  1.79it/s, v_num=s2ag, train/loss=3.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1117/1867 [10:23<06:58,  1.79it/s, v_num=s2ag, train/loss=3.220\r",
+      "Epoch 0:  60%|▌| 1117/1867 [10:23<06:58,  1.79it/s, v_num=s2ag, train/loss=3.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1118/1867 [10:23<06:57,  1.79it/s, v_num=s2ag, train/loss=3.280\r",
+      "Epoch 0:  60%|▌| 1118/1867 [10:23<06:57,  1.79it/s, v_num=s2ag, train/loss=2.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1119/1867 [10:23<06:56,  1.79it/s, v_num=s2ag, train/loss=2.190\r",
+      "Epoch 0:  60%|▌| 1119/1867 [10:23<06:56,  1.79it/s, v_num=s2ag, train/loss=3.890"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1120/1867 [10:25<06:57,  1.79it/s, v_num=s2ag, train/loss=3.890\r",
+      "Epoch 0:  60%|▌| 1120/1867 [10:25<06:57,  1.79it/s, v_num=s2ag, train/loss=3.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1121/1867 [10:25<06:56,  1.79it/s, v_num=s2ag, train/loss=3.670\r",
+      "Epoch 0:  60%|▌| 1121/1867 [10:25<06:56,  1.79it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1122/1867 [10:25<06:55,  1.79it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  60%|▌| 1122/1867 [10:25<06:55,  1.79it/s, v_num=s2ag, train/loss=3.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1123/1867 [10:25<06:54,  1.79it/s, v_num=s2ag, train/loss=3.840\r",
+      "Epoch 0:  60%|▌| 1123/1867 [10:25<06:54,  1.79it/s, v_num=s2ag, train/loss=5.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1124/1867 [10:27<06:54,  1.79it/s, v_num=s2ag, train/loss=5.160\r",
+      "Epoch 0:  60%|▌| 1124/1867 [10:27<06:54,  1.79it/s, v_num=s2ag, train/loss=4.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1125/1867 [10:27<06:53,  1.79it/s, v_num=s2ag, train/loss=4.090\r",
+      "Epoch 0:  60%|▌| 1125/1867 [10:27<06:53,  1.79it/s, v_num=s2ag, train/loss=4.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1126/1867 [10:27<06:53,  1.79it/s, v_num=s2ag, train/loss=4.620\r",
+      "Epoch 0:  60%|▌| 1126/1867 [10:27<06:53,  1.79it/s, v_num=s2ag, train/loss=2.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1127/1867 [10:27<06:52,  1.80it/s, v_num=s2ag, train/loss=2.480\r",
+      "Epoch 0:  60%|▌| 1127/1867 [10:27<06:52,  1.80it/s, v_num=s2ag, train/loss=2.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1128/1867 [10:29<06:52,  1.79it/s, v_num=s2ag, train/loss=2.530\r",
+      "Epoch 0:  60%|▌| 1128/1867 [10:29<06:52,  1.79it/s, v_num=s2ag, train/loss=2.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  60%|▌| 1129/1867 [10:29<06:51,  1.79it/s, v_num=s2ag, train/loss=2.190\r",
+      "Epoch 0:  60%|▌| 1129/1867 [10:29<06:51,  1.79it/s, v_num=s2ag, train/loss=3.550"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1130/1867 [10:29<06:50,  1.80it/s, v_num=s2ag, train/loss=3.550\r",
+      "Epoch 0:  61%|▌| 1130/1867 [10:29<06:50,  1.80it/s, v_num=s2ag, train/loss=3.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1131/1867 [10:29<06:49,  1.80it/s, v_num=s2ag, train/loss=3.190\r",
+      "Epoch 0:  61%|▌| 1131/1867 [10:29<06:49,  1.80it/s, v_num=s2ag, train/loss=2.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1132/1867 [10:31<06:49,  1.79it/s, v_num=s2ag, train/loss=2.700\r",
+      "Epoch 0:  61%|▌| 1132/1867 [10:31<06:49,  1.79it/s, v_num=s2ag, train/loss=2.750"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1133/1867 [10:31<06:49,  1.79it/s, v_num=s2ag, train/loss=2.750\r",
+      "Epoch 0:  61%|▌| 1133/1867 [10:31<06:49,  1.79it/s, v_num=s2ag, train/loss=4.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1134/1867 [10:31<06:48,  1.80it/s, v_num=s2ag, train/loss=4.470\r",
+      "Epoch 0:  61%|▌| 1134/1867 [10:31<06:48,  1.80it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1135/1867 [10:31<06:47,  1.80it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  61%|▌| 1135/1867 [10:31<06:47,  1.80it/s, v_num=s2ag, train/loss=3.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1136/1867 [10:33<06:47,  1.79it/s, v_num=s2ag, train/loss=3.840\r",
+      "Epoch 0:  61%|▌| 1136/1867 [10:33<06:47,  1.79it/s, v_num=s2ag, train/loss=3.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1137/1867 [10:33<06:46,  1.80it/s, v_num=s2ag, train/loss=3.450\r",
+      "Epoch 0:  61%|▌| 1137/1867 [10:33<06:46,  1.80it/s, v_num=s2ag, train/loss=4.910"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1138/1867 [10:33<06:45,  1.80it/s, v_num=s2ag, train/loss=4.910\r",
+      "Epoch 0:  61%|▌| 1138/1867 [10:33<06:45,  1.80it/s, v_num=s2ag, train/loss=6.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1139/1867 [10:33<06:44,  1.80it/s, v_num=s2ag, train/loss=6.160\r",
+      "Epoch 0:  61%|▌| 1139/1867 [10:33<06:44,  1.80it/s, v_num=s2ag, train/loss=5.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1140/1867 [10:35<06:45,  1.79it/s, v_num=s2ag, train/loss=5.280\r",
+      "Epoch 0:  61%|▌| 1140/1867 [10:35<06:45,  1.79it/s, v_num=s2ag, train/loss=1.580"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1141/1867 [10:35<06:44,  1.80it/s, v_num=s2ag, train/loss=1.580\r",
+      "Epoch 0:  61%|▌| 1141/1867 [10:35<06:44,  1.80it/s, v_num=s2ag, train/loss=3.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1142/1867 [10:35<06:43,  1.80it/s, v_num=s2ag, train/loss=3.690\r",
+      "Epoch 0:  61%|▌| 1142/1867 [10:35<06:43,  1.80it/s, v_num=s2ag, train/loss=3.420"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1143/1867 [10:35<06:42,  1.80it/s, v_num=s2ag, train/loss=3.420\r",
+      "Epoch 0:  61%|▌| 1143/1867 [10:35<06:42,  1.80it/s, v_num=s2ag, train/loss=3.110"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1144/1867 [10:37<06:42,  1.80it/s, v_num=s2ag, train/loss=3.110\r",
+      "Epoch 0:  61%|▌| 1144/1867 [10:37<06:42,  1.80it/s, v_num=s2ag, train/loss=1.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1145/1867 [10:37<06:41,  1.80it/s, v_num=s2ag, train/loss=1.880\r",
+      "Epoch 0:  61%|▌| 1145/1867 [10:37<06:41,  1.80it/s, v_num=s2ag, train/loss=2.770"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1146/1867 [10:37<06:40,  1.80it/s, v_num=s2ag, train/loss=2.770\r",
+      "Epoch 0:  61%|▌| 1146/1867 [10:37<06:40,  1.80it/s, v_num=s2ag, train/loss=4.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1147/1867 [10:37<06:40,  1.80it/s, v_num=s2ag, train/loss=4.090\r",
+      "Epoch 0:  61%|▌| 1147/1867 [10:37<06:40,  1.80it/s, v_num=s2ag, train/loss=4.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  61%|▌| 1148/1867 [10:39<06:40,  1.80it/s, v_num=s2ag, train/loss=4.280\r",
+      "Epoch 0:  61%|▌| 1148/1867 [10:39<06:40,  1.80it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1149/1867 [10:39<06:39,  1.80it/s, v_num=s2ag, train/loss=4.120\r",
+      "Epoch 0:  62%|▌| 1149/1867 [10:39<06:39,  1.80it/s, v_num=s2ag, train/loss=2.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1150/1867 [10:39<06:38,  1.80it/s, v_num=s2ag, train/loss=2.470\r",
+      "Epoch 0:  62%|▌| 1150/1867 [10:39<06:38,  1.80it/s, v_num=s2ag, train/loss=3.890"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1151/1867 [10:39<06:37,  1.80it/s, v_num=s2ag, train/loss=3.890\r",
+      "Epoch 0:  62%|▌| 1151/1867 [10:39<06:37,  1.80it/s, v_num=s2ag, train/loss=3.170"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1152/1867 [10:41<06:38,  1.80it/s, v_num=s2ag, train/loss=3.170\r",
+      "Epoch 0:  62%|▌| 1152/1867 [10:41<06:38,  1.80it/s, v_num=s2ag, train/loss=3.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1153/1867 [10:41<06:37,  1.80it/s, v_num=s2ag, train/loss=3.310\r",
+      "Epoch 0:  62%|▌| 1153/1867 [10:41<06:37,  1.80it/s, v_num=s2ag, train/loss=1.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1154/1867 [10:41<06:36,  1.80it/s, v_num=s2ag, train/loss=1.700\r",
+      "Epoch 0:  62%|▌| 1154/1867 [10:41<06:36,  1.80it/s, v_num=s2ag, train/loss=4.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1155/1867 [10:41<06:35,  1.80it/s, v_num=s2ag, train/loss=4.620\r",
+      "Epoch 0:  62%|▌| 1155/1867 [10:41<06:35,  1.80it/s, v_num=s2ag, train/loss=3.360"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1156/1867 [10:43<06:35,  1.80it/s, v_num=s2ag, train/loss=3.360\r",
+      "Epoch 0:  62%|▌| 1156/1867 [10:43<06:35,  1.80it/s, v_num=s2ag, train/loss=4.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1157/1867 [10:43<06:34,  1.80it/s, v_num=s2ag, train/loss=4.340\r",
+      "Epoch 0:  62%|▌| 1157/1867 [10:43<06:34,  1.80it/s, v_num=s2ag, train/loss=2.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1158/1867 [10:43<06:33,  1.80it/s, v_num=s2ag, train/loss=2.620\r",
+      "Epoch 0:  62%|▌| 1158/1867 [10:43<06:33,  1.80it/s, v_num=s2ag, train/loss=4.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1159/1867 [10:43<06:33,  1.80it/s, v_num=s2ag, train/loss=4.440\r",
+      "Epoch 0:  62%|▌| 1159/1867 [10:43<06:33,  1.80it/s, v_num=s2ag, train/loss=5.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1160/1867 [10:45<06:33,  1.80it/s, v_num=s2ag, train/loss=5.000\r",
+      "Epoch 0:  62%|▌| 1160/1867 [10:45<06:33,  1.80it/s, v_num=s2ag, train/loss=3.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1161/1867 [10:45<06:32,  1.80it/s, v_num=s2ag, train/loss=3.410\r",
+      "Epoch 0:  62%|▌| 1161/1867 [10:45<06:32,  1.80it/s, v_num=s2ag, train/loss=2.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1162/1867 [10:45<06:31,  1.80it/s, v_num=s2ag, train/loss=2.620\r",
+      "Epoch 0:  62%|▌| 1162/1867 [10:45<06:31,  1.80it/s, v_num=s2ag, train/loss=3.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1163/1867 [10:45<06:30,  1.80it/s, v_num=s2ag, train/loss=3.480\r",
+      "Epoch 0:  62%|▌| 1163/1867 [10:45<06:30,  1.80it/s, v_num=s2ag, train/loss=1.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1164/1867 [10:47<06:31,  1.80it/s, v_num=s2ag, train/loss=1.730\r",
+      "Epoch 0:  62%|▌| 1164/1867 [10:47<06:31,  1.80it/s, v_num=s2ag, train/loss=4.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1165/1867 [10:47<06:30,  1.80it/s, v_num=s2ag, train/loss=4.530\r",
+      "Epoch 0:  62%|▌| 1165/1867 [10:47<06:30,  1.80it/s, v_num=s2ag, train/loss=3.390"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  62%|▌| 1166/1867 [10:47<06:29,  1.80it/s, v_num=s2ag, train/loss=3.390\r",
+      "Epoch 0:  62%|▌| 1166/1867 [10:47<06:29,  1.80it/s, v_num=s2ag, train/loss=3.720"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1167/1867 [10:47<06:28,  1.80it/s, v_num=s2ag, train/loss=3.720\r",
+      "Epoch 0:  63%|▋| 1167/1867 [10:47<06:28,  1.80it/s, v_num=s2ag, train/loss=4.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1168/1867 [10:49<06:28,  1.80it/s, v_num=s2ag, train/loss=4.440\r",
+      "Epoch 0:  63%|▋| 1168/1867 [10:49<06:28,  1.80it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1169/1867 [10:49<06:27,  1.80it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  63%|▋| 1169/1867 [10:49<06:27,  1.80it/s, v_num=s2ag, train/loss=2.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1170/1867 [10:49<06:27,  1.80it/s, v_num=s2ag, train/loss=2.310\r",
+      "Epoch 0:  63%|▋| 1170/1867 [10:49<06:27,  1.80it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1171/1867 [10:49<06:26,  1.80it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  63%|▋| 1171/1867 [10:49<06:26,  1.80it/s, v_num=s2ag, train/loss=2.550"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1172/1867 [10:51<06:26,  1.80it/s, v_num=s2ag, train/loss=2.550\r",
+      "Epoch 0:  63%|▋| 1172/1867 [10:51<06:26,  1.80it/s, v_num=s2ag, train/loss=2.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1173/1867 [10:51<06:25,  1.80it/s, v_num=s2ag, train/loss=2.880\r",
+      "Epoch 0:  63%|▋| 1173/1867 [10:51<06:25,  1.80it/s, v_num=s2ag, train/loss=2.390"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1174/1867 [10:51<06:24,  1.80it/s, v_num=s2ag, train/loss=2.390\r",
+      "Epoch 0:  63%|▋| 1174/1867 [10:51<06:24,  1.80it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1175/1867 [10:51<06:23,  1.80it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  63%|▋| 1175/1867 [10:51<06:23,  1.80it/s, v_num=s2ag, train/loss=4.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1176/1867 [10:53<06:23,  1.80it/s, v_num=s2ag, train/loss=4.470\r",
+      "Epoch 0:  63%|▋| 1176/1867 [10:53<06:23,  1.80it/s, v_num=s2ag, train/loss=2.830"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1177/1867 [10:53<06:23,  1.80it/s, v_num=s2ag, train/loss=2.830\r",
+      "Epoch 0:  63%|▋| 1177/1867 [10:53<06:23,  1.80it/s, v_num=s2ag, train/loss=3.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1178/1867 [10:53<06:22,  1.80it/s, v_num=s2ag, train/loss=3.140\r",
+      "Epoch 0:  63%|▋| 1178/1867 [10:53<06:22,  1.80it/s, v_num=s2ag, train/loss=2.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1179/1867 [10:53<06:21,  1.80it/s, v_num=s2ag, train/loss=2.880\r",
+      "Epoch 0:  63%|▋| 1179/1867 [10:53<06:21,  1.80it/s, v_num=s2ag, train/loss=3.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1180/1867 [10:55<06:21,  1.80it/s, v_num=s2ag, train/loss=3.660\r",
+      "Epoch 0:  63%|▋| 1180/1867 [10:55<06:21,  1.80it/s, v_num=s2ag, train/loss=3.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1181/1867 [10:55<06:20,  1.80it/s, v_num=s2ag, train/loss=3.380\r",
+      "Epoch 0:  63%|▋| 1181/1867 [10:55<06:20,  1.80it/s, v_num=s2ag, train/loss=2.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1182/1867 [10:55<06:19,  1.80it/s, v_num=s2ag, train/loss=2.280\r",
+      "Epoch 0:  63%|▋| 1182/1867 [10:55<06:19,  1.80it/s, v_num=s2ag, train/loss=3.910"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1183/1867 [10:55<06:19,  1.80it/s, v_num=s2ag, train/loss=3.910\r",
+      "Epoch 0:  63%|▋| 1183/1867 [10:55<06:19,  1.80it/s, v_num=s2ag, train/loss=3.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1184/1867 [10:57<06:19,  1.80it/s, v_num=s2ag, train/loss=3.940\r",
+      "Epoch 0:  63%|▋| 1184/1867 [10:57<06:19,  1.80it/s, v_num=s2ag, train/loss=2.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  63%|▋| 1185/1867 [10:57<06:18,  1.80it/s, v_num=s2ag, train/loss=2.410\r",
+      "Epoch 0:  63%|▋| 1185/1867 [10:57<06:18,  1.80it/s, v_num=s2ag, train/loss=3.080"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1186/1867 [10:57<06:17,  1.80it/s, v_num=s2ag, train/loss=3.080\r",
+      "Epoch 0:  64%|▋| 1186/1867 [10:57<06:17,  1.80it/s, v_num=s2ag, train/loss=1.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1187/1867 [10:57<06:16,  1.80it/s, v_num=s2ag, train/loss=1.220\r",
+      "Epoch 0:  64%|▋| 1187/1867 [10:57<06:16,  1.80it/s, v_num=s2ag, train/loss=2.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1188/1867 [10:59<06:16,  1.80it/s, v_num=s2ag, train/loss=2.410\r",
+      "Epoch 0:  64%|▋| 1188/1867 [10:59<06:16,  1.80it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1189/1867 [10:59<06:16,  1.80it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  64%|▋| 1189/1867 [10:59<06:16,  1.80it/s, v_num=s2ag, train/loss=4.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1190/1867 [10:59<06:15,  1.80it/s, v_num=s2ag, train/loss=4.970\r",
+      "Epoch 0:  64%|▋| 1190/1867 [10:59<06:15,  1.80it/s, v_num=s2ag, train/loss=5.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1191/1867 [11:00<06:14,  1.80it/s, v_num=s2ag, train/loss=5.030\r",
+      "Epoch 0:  64%|▋| 1191/1867 [11:00<06:14,  1.80it/s, v_num=s2ag, train/loss=3.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1192/1867 [11:01<06:14,  1.80it/s, v_num=s2ag, train/loss=3.590\r",
+      "Epoch 0:  64%|▋| 1192/1867 [11:01<06:14,  1.80it/s, v_num=s2ag, train/loss=3.890"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1193/1867 [11:01<06:13,  1.80it/s, v_num=s2ag, train/loss=3.890\r",
+      "Epoch 0:  64%|▋| 1193/1867 [11:01<06:13,  1.80it/s, v_num=s2ag, train/loss=4.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1194/1867 [11:01<06:13,  1.80it/s, v_num=s2ag, train/loss=4.220\r",
+      "Epoch 0:  64%|▋| 1194/1867 [11:01<06:13,  1.80it/s, v_num=s2ag, train/loss=1.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1195/1867 [11:01<06:12,  1.81it/s, v_num=s2ag, train/loss=1.660\r",
+      "Epoch 0:  64%|▋| 1195/1867 [11:01<06:12,  1.81it/s, v_num=s2ag, train/loss=2.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1196/1867 [11:03<06:12,  1.80it/s, v_num=s2ag, train/loss=2.470\r",
+      "Epoch 0:  64%|▋| 1196/1867 [11:03<06:12,  1.80it/s, v_num=s2ag, train/loss=4.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1197/1867 [11:03<06:11,  1.80it/s, v_num=s2ag, train/loss=4.090\r",
+      "Epoch 0:  64%|▋| 1197/1867 [11:03<06:11,  1.80it/s, v_num=s2ag, train/loss=3.580"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1198/1867 [11:03<06:10,  1.80it/s, v_num=s2ag, train/loss=3.580\r",
+      "Epoch 0:  64%|▋| 1198/1867 [11:03<06:10,  1.80it/s, v_num=s2ag, train/loss=2.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1199/1867 [11:03<06:09,  1.81it/s, v_num=s2ag, train/loss=2.190\r",
+      "Epoch 0:  64%|▋| 1199/1867 [11:03<06:09,  1.81it/s, v_num=s2ag, train/loss=3.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1200/1867 [11:05<06:10,  1.80it/s, v_num=s2ag, train/loss=3.620\r",
+      "Epoch 0:  64%|▋| 1200/1867 [11:05<06:10,  1.80it/s, v_num=s2ag, train/loss=2.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1201/1867 [11:05<06:09,  1.80it/s, v_num=s2ag, train/loss=2.480\r",
+      "Epoch 0:  64%|▋| 1201/1867 [11:05<06:09,  1.80it/s, v_num=s2ag, train/loss=2.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1202/1867 [11:05<06:08,  1.81it/s, v_num=s2ag, train/loss=2.060\r",
+      "Epoch 0:  64%|▋| 1202/1867 [11:05<06:08,  1.81it/s, v_num=s2ag, train/loss=2.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1203/1867 [11:05<06:07,  1.81it/s, v_num=s2ag, train/loss=2.970\r",
+      "Epoch 0:  64%|▋| 1203/1867 [11:05<06:07,  1.81it/s, v_num=s2ag, train/loss=3.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  64%|▋| 1204/1867 [11:07<06:07,  1.80it/s, v_num=s2ag, train/loss=3.970\r",
+      "Epoch 0:  64%|▋| 1204/1867 [11:07<06:07,  1.80it/s, v_num=s2ag, train/loss=3.420"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1205/1867 [11:07<06:06,  1.80it/s, v_num=s2ag, train/loss=3.420\r",
+      "Epoch 0:  65%|▋| 1205/1867 [11:07<06:06,  1.80it/s, v_num=s2ag, train/loss=2.610"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1206/1867 [11:07<06:06,  1.81it/s, v_num=s2ag, train/loss=2.610\r",
+      "Epoch 0:  65%|▋| 1206/1867 [11:07<06:06,  1.81it/s, v_num=s2ag, train/loss=3.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1207/1867 [11:07<06:05,  1.81it/s, v_num=s2ag, train/loss=3.310\r",
+      "Epoch 0:  65%|▋| 1207/1867 [11:07<06:05,  1.81it/s, v_num=s2ag, train/loss=1.770"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1208/1867 [11:09<06:05,  1.80it/s, v_num=s2ag, train/loss=1.770\r",
+      "Epoch 0:  65%|▋| 1208/1867 [11:09<06:05,  1.80it/s, v_num=s2ag, train/loss=2.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1209/1867 [11:09<06:04,  1.81it/s, v_num=s2ag, train/loss=2.670\r",
+      "Epoch 0:  65%|▋| 1209/1867 [11:09<06:04,  1.81it/s, v_num=s2ag, train/loss=3.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1210/1867 [11:09<06:03,  1.81it/s, v_num=s2ag, train/loss=3.670\r",
+      "Epoch 0:  65%|▋| 1210/1867 [11:09<06:03,  1.81it/s, v_num=s2ag, train/loss=1.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1211/1867 [11:09<06:02,  1.81it/s, v_num=s2ag, train/loss=1.520\r",
+      "Epoch 0:  65%|▋| 1211/1867 [11:09<06:02,  1.81it/s, v_num=s2ag, train/loss=3.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1212/1867 [11:11<06:03,  1.80it/s, v_num=s2ag, train/loss=3.690\r",
+      "Epoch 0:  65%|▋| 1212/1867 [11:11<06:03,  1.80it/s, v_num=s2ag, train/loss=1.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1213/1867 [11:11<06:02,  1.81it/s, v_num=s2ag, train/loss=1.450\r",
+      "Epoch 0:  65%|▋| 1213/1867 [11:11<06:02,  1.81it/s, v_num=s2ag, train/loss=4.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1214/1867 [11:11<06:01,  1.81it/s, v_num=s2ag, train/loss=4.560\r",
+      "Epoch 0:  65%|▋| 1214/1867 [11:11<06:01,  1.81it/s, v_num=s2ag, train/loss=3.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1215/1867 [11:11<06:00,  1.81it/s, v_num=s2ag, train/loss=3.950\r",
+      "Epoch 0:  65%|▋| 1215/1867 [11:11<06:00,  1.81it/s, v_num=s2ag, train/loss=2.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1216/1867 [11:13<06:00,  1.80it/s, v_num=s2ag, train/loss=2.780\r",
+      "Epoch 0:  65%|▋| 1216/1867 [11:13<06:00,  1.80it/s, v_num=s2ag, train/loss=3.080"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1217/1867 [11:13<05:59,  1.81it/s, v_num=s2ag, train/loss=3.080\r",
+      "Epoch 0:  65%|▋| 1217/1867 [11:13<05:59,  1.81it/s, v_num=s2ag, train/loss=3.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1218/1867 [11:13<05:59,  1.81it/s, v_num=s2ag, train/loss=3.620\r",
+      "Epoch 0:  65%|▋| 1218/1867 [11:13<05:59,  1.81it/s, v_num=s2ag, train/loss=3.910"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1219/1867 [11:13<05:58,  1.81it/s, v_num=s2ag, train/loss=3.910\r",
+      "Epoch 0:  65%|▋| 1219/1867 [11:13<05:58,  1.81it/s, v_num=s2ag, train/loss=3.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1220/1867 [11:15<05:58,  1.81it/s, v_num=s2ag, train/loss=3.840\r",
+      "Epoch 0:  65%|▋| 1220/1867 [11:15<05:58,  1.81it/s, v_num=s2ag, train/loss=1.600"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1221/1867 [11:15<05:57,  1.81it/s, v_num=s2ag, train/loss=1.600\r",
+      "Epoch 0:  65%|▋| 1221/1867 [11:15<05:57,  1.81it/s, v_num=s2ag, train/loss=2.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  65%|▋| 1222/1867 [11:15<05:56,  1.81it/s, v_num=s2ag, train/loss=2.220\r",
+      "Epoch 0:  65%|▋| 1222/1867 [11:15<05:56,  1.81it/s, v_num=s2ag, train/loss=3.920"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1223/1867 [11:15<05:55,  1.81it/s, v_num=s2ag, train/loss=3.920\r",
+      "Epoch 0:  66%|▋| 1223/1867 [11:15<05:55,  1.81it/s, v_num=s2ag, train/loss=2.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1224/1867 [11:17<05:56,  1.81it/s, v_num=s2ag, train/loss=2.530\r",
+      "Epoch 0:  66%|▋| 1224/1867 [11:17<05:56,  1.81it/s, v_num=s2ag, train/loss=3.230"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1225/1867 [11:17<05:55,  1.81it/s, v_num=s2ag, train/loss=3.230\r",
+      "Epoch 0:  66%|▋| 1225/1867 [11:17<05:55,  1.81it/s, v_num=s2ag, train/loss=2.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1226/1867 [11:17<05:54,  1.81it/s, v_num=s2ag, train/loss=2.520\r",
+      "Epoch 0:  66%|▋| 1226/1867 [11:17<05:54,  1.81it/s, v_num=s2ag, train/loss=3.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1227/1867 [11:17<05:53,  1.81it/s, v_num=s2ag, train/loss=3.120\r",
+      "Epoch 0:  66%|▋| 1227/1867 [11:17<05:53,  1.81it/s, v_num=s2ag, train/loss=3.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1228/1867 [11:19<05:53,  1.81it/s, v_num=s2ag, train/loss=3.970\r",
+      "Epoch 0:  66%|▋| 1228/1867 [11:19<05:53,  1.81it/s, v_num=s2ag, train/loss=3.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1229/1867 [11:19<05:52,  1.81it/s, v_num=s2ag, train/loss=3.950\r",
+      "Epoch 0:  66%|▋| 1229/1867 [11:19<05:52,  1.81it/s, v_num=s2ag, train/loss=2.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1230/1867 [11:19<05:52,  1.81it/s, v_num=s2ag, train/loss=2.440\r",
+      "Epoch 0:  66%|▋| 1230/1867 [11:19<05:52,  1.81it/s, v_num=s2ag, train/loss=2.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1231/1867 [11:19<05:51,  1.81it/s, v_num=s2ag, train/loss=2.000\r",
+      "Epoch 0:  66%|▋| 1231/1867 [11:19<05:51,  1.81it/s, v_num=s2ag, train/loss=3.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1232/1867 [11:21<05:51,  1.81it/s, v_num=s2ag, train/loss=3.520\r",
+      "Epoch 0:  66%|▋| 1232/1867 [11:21<05:51,  1.81it/s, v_num=s2ag, train/loss=3.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1233/1867 [11:21<05:50,  1.81it/s, v_num=s2ag, train/loss=3.950\r",
+      "Epoch 0:  66%|▋| 1233/1867 [11:21<05:50,  1.81it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1234/1867 [11:21<05:49,  1.81it/s, v_num=s2ag, train/loss=4.120\r",
+      "Epoch 0:  66%|▋| 1234/1867 [11:21<05:49,  1.81it/s, v_num=s2ag, train/loss=3.270"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1235/1867 [11:21<05:48,  1.81it/s, v_num=s2ag, train/loss=3.270\r",
+      "Epoch 0:  66%|▋| 1235/1867 [11:21<05:48,  1.81it/s, v_num=s2ag, train/loss=3.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1236/1867 [11:23<05:49,  1.81it/s, v_num=s2ag, train/loss=3.120\r",
+      "Epoch 0:  66%|▋| 1236/1867 [11:23<05:49,  1.81it/s, v_num=s2ag, train/loss=4.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1237/1867 [11:23<05:48,  1.81it/s, v_num=s2ag, train/loss=4.310\r",
+      "Epoch 0:  66%|▋| 1237/1867 [11:23<05:48,  1.81it/s, v_num=s2ag, train/loss=3.330"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1238/1867 [11:23<05:47,  1.81it/s, v_num=s2ag, train/loss=3.330\r",
+      "Epoch 0:  66%|▋| 1238/1867 [11:23<05:47,  1.81it/s, v_num=s2ag, train/loss=2.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1239/1867 [11:23<05:46,  1.81it/s, v_num=s2ag, train/loss=2.880\r",
+      "Epoch 0:  66%|▋| 1239/1867 [11:23<05:46,  1.81it/s, v_num=s2ag, train/loss=3.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1240/1867 [11:25<05:46,  1.81it/s, v_num=s2ag, train/loss=3.970\r",
+      "Epoch 0:  66%|▋| 1240/1867 [11:25<05:46,  1.81it/s, v_num=s2ag, train/loss=4.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  66%|▋| 1241/1867 [11:25<05:45,  1.81it/s, v_num=s2ag, train/loss=4.590\r",
+      "Epoch 0:  66%|▋| 1241/1867 [11:25<05:45,  1.81it/s, v_num=s2ag, train/loss=3.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1242/1867 [11:25<05:45,  1.81it/s, v_num=s2ag, train/loss=3.970\r",
+      "Epoch 0:  67%|▋| 1242/1867 [11:25<05:45,  1.81it/s, v_num=s2ag, train/loss=4.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1243/1867 [11:25<05:44,  1.81it/s, v_num=s2ag, train/loss=4.380\r",
+      "Epoch 0:  67%|▋| 1243/1867 [11:25<05:44,  1.81it/s, v_num=s2ag, train/loss=2.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1244/1867 [11:27<05:44,  1.81it/s, v_num=s2ag, train/loss=2.700\r",
+      "Epoch 0:  67%|▋| 1244/1867 [11:27<05:44,  1.81it/s, v_num=s2ag, train/loss=2.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1245/1867 [11:27<05:43,  1.81it/s, v_num=s2ag, train/loss=2.480\r",
+      "Epoch 0:  67%|▋| 1245/1867 [11:27<05:43,  1.81it/s, v_num=s2ag, train/loss=3.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1246/1867 [11:27<05:42,  1.81it/s, v_num=s2ag, train/loss=3.200\r",
+      "Epoch 0:  67%|▋| 1246/1867 [11:27<05:42,  1.81it/s, v_num=s2ag, train/loss=2.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1247/1867 [11:27<05:42,  1.81it/s, v_num=s2ag, train/loss=2.480\r",
+      "Epoch 0:  67%|▋| 1247/1867 [11:27<05:42,  1.81it/s, v_num=s2ag, train/loss=1.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1248/1867 [11:29<05:42,  1.81it/s, v_num=s2ag, train/loss=1.480\r",
+      "Epoch 0:  67%|▋| 1248/1867 [11:29<05:42,  1.81it/s, v_num=s2ag, train/loss=4.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1249/1867 [11:29<05:41,  1.81it/s, v_num=s2ag, train/loss=4.440\r",
+      "Epoch 0:  67%|▋| 1249/1867 [11:29<05:41,  1.81it/s, v_num=s2ag, train/loss=3.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1250/1867 [11:29<05:40,  1.81it/s, v_num=s2ag, train/loss=3.450\r",
+      "Epoch 0:  67%|▋| 1250/1867 [11:29<05:40,  1.81it/s, v_num=s2ag, train/loss=4.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1251/1867 [11:29<05:39,  1.81it/s, v_num=s2ag, train/loss=4.220\r",
+      "Epoch 0:  67%|▋| 1251/1867 [11:29<05:39,  1.81it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1252/1867 [11:31<05:39,  1.81it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  67%|▋| 1252/1867 [11:31<05:39,  1.81it/s, v_num=s2ag, train/loss=2.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1253/1867 [11:31<05:38,  1.81it/s, v_num=s2ag, train/loss=2.730\r",
+      "Epoch 0:  67%|▋| 1253/1867 [11:31<05:38,  1.81it/s, v_num=s2ag, train/loss=3.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1254/1867 [11:31<05:38,  1.81it/s, v_num=s2ag, train/loss=3.950\r",
+      "Epoch 0:  67%|▋| 1254/1867 [11:31<05:38,  1.81it/s, v_num=s2ag, train/loss=2.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1255/1867 [11:31<05:37,  1.81it/s, v_num=s2ag, train/loss=2.030\r",
+      "Epoch 0:  67%|▋| 1255/1867 [11:31<05:37,  1.81it/s, v_num=s2ag, train/loss=3.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1256/1867 [11:33<05:37,  1.81it/s, v_num=s2ag, train/loss=3.220\r",
+      "Epoch 0:  67%|▋| 1256/1867 [11:33<05:37,  1.81it/s, v_num=s2ag, train/loss=3.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1257/1867 [11:33<05:36,  1.81it/s, v_num=s2ag, train/loss=3.530\r",
+      "Epoch 0:  67%|▋| 1257/1867 [11:33<05:36,  1.81it/s, v_num=s2ag, train/loss=3.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1258/1867 [11:33<05:35,  1.81it/s, v_num=s2ag, train/loss=3.200\r",
+      "Epoch 0:  67%|▋| 1258/1867 [11:33<05:35,  1.81it/s, v_num=s2ag, train/loss=4.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1259/1867 [11:34<05:35,  1.81it/s, v_num=s2ag, train/loss=4.530\r",
+      "Epoch 0:  67%|▋| 1259/1867 [11:34<05:35,  1.81it/s, v_num=s2ag, train/loss=2.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  67%|▋| 1260/1867 [11:35<05:35,  1.81it/s, v_num=s2ag, train/loss=2.530\r",
+      "Epoch 0:  67%|▋| 1260/1867 [11:35<05:35,  1.81it/s, v_num=s2ag, train/loss=1.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1261/1867 [11:35<05:34,  1.81it/s, v_num=s2ag, train/loss=1.880\r",
+      "Epoch 0:  68%|▋| 1261/1867 [11:35<05:34,  1.81it/s, v_num=s2ag, train/loss=1.830"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1262/1867 [11:36<05:33,  1.81it/s, v_num=s2ag, train/loss=1.830\r",
+      "Epoch 0:  68%|▋| 1262/1867 [11:36<05:33,  1.81it/s, v_num=s2ag, train/loss=3.580"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1263/1867 [11:36<05:32,  1.81it/s, v_num=s2ag, train/loss=3.580\r",
+      "Epoch 0:  68%|▋| 1263/1867 [11:36<05:32,  1.81it/s, v_num=s2ag, train/loss=2.720"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1264/1867 [11:37<05:32,  1.81it/s, v_num=s2ag, train/loss=2.720\r",
+      "Epoch 0:  68%|▋| 1264/1867 [11:37<05:32,  1.81it/s, v_num=s2ag, train/loss=3.770"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1265/1867 [11:37<05:32,  1.81it/s, v_num=s2ag, train/loss=3.770"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1265/1867 [11:37<05:32,  1.81it/s, v_num=s2ag, train/loss=3.220\r",
+      "Epoch 0:  68%|▋| 1266/1867 [11:37<05:31,  1.81it/s, v_num=s2ag, train/loss=3.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1266/1867 [11:37<05:31,  1.81it/s, v_num=s2ag, train/loss=3.880\r",
+      "Epoch 0:  68%|▋| 1267/1867 [11:37<05:30,  1.82it/s, v_num=s2ag, train/loss=3.880\r",
+      "Epoch 0:  68%|▋| 1267/1867 [11:37<05:30,  1.82it/s, v_num=s2ag, train/loss=3.420"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1268/1867 [11:39<05:30,  1.81it/s, v_num=s2ag, train/loss=3.420\r",
+      "Epoch 0:  68%|▋| 1268/1867 [11:39<05:30,  1.81it/s, v_num=s2ag, train/loss=3.770"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1269/1867 [11:39<05:29,  1.81it/s, v_num=s2ag, train/loss=3.770\r",
+      "Epoch 0:  68%|▋| 1269/1867 [11:39<05:29,  1.81it/s, v_num=s2ag, train/loss=3.920"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1270/1867 [11:39<05:28,  1.81it/s, v_num=s2ag, train/loss=3.920\r",
+      "Epoch 0:  68%|▋| 1270/1867 [11:39<05:28,  1.81it/s, v_num=s2ag, train/loss=2.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1271/1867 [11:39<05:28,  1.82it/s, v_num=s2ag, train/loss=2.700\r",
+      "Epoch 0:  68%|▋| 1271/1867 [11:39<05:28,  1.82it/s, v_num=s2ag, train/loss=2.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1272/1867 [11:41<05:28,  1.81it/s, v_num=s2ag, train/loss=2.860\r",
+      "Epoch 0:  68%|▋| 1272/1867 [11:41<05:28,  1.81it/s, v_num=s2ag, train/loss=2.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1273/1867 [11:41<05:27,  1.81it/s, v_num=s2ag, train/loss=2.450\r",
+      "Epoch 0:  68%|▋| 1273/1867 [11:41<05:27,  1.81it/s, v_num=s2ag, train/loss=4.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1274/1867 [11:41<05:26,  1.82it/s, v_num=s2ag, train/loss=4.310\r",
+      "Epoch 0:  68%|▋| 1274/1867 [11:41<05:26,  1.82it/s, v_num=s2ag, train/loss=3.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1275/1867 [11:41<05:25,  1.82it/s, v_num=s2ag, train/loss=3.440\r",
+      "Epoch 0:  68%|▋| 1275/1867 [11:41<05:25,  1.82it/s, v_num=s2ag, train/loss=2.830"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1276/1867 [11:43<05:26,  1.81it/s, v_num=s2ag, train/loss=2.830\r",
+      "Epoch 0:  68%|▋| 1276/1867 [11:43<05:26,  1.81it/s, v_num=s2ag, train/loss=3.360"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1277/1867 [11:43<05:25,  1.81it/s, v_num=s2ag, train/loss=3.360\r",
+      "Epoch 0:  68%|▋| 1277/1867 [11:43<05:25,  1.81it/s, v_num=s2ag, train/loss=2.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  68%|▋| 1278/1867 [11:43<05:24,  1.82it/s, v_num=s2ag, train/loss=2.520\r",
+      "Epoch 0:  68%|▋| 1278/1867 [11:43<05:24,  1.82it/s, v_num=s2ag, train/loss=3.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1279/1867 [11:44<05:23,  1.82it/s, v_num=s2ag, train/loss=3.470\r",
+      "Epoch 0:  69%|▋| 1279/1867 [11:44<05:23,  1.82it/s, v_num=s2ag, train/loss=3.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1280/1867 [11:45<05:23,  1.81it/s, v_num=s2ag, train/loss=3.280\r",
+      "Epoch 0:  69%|▋| 1280/1867 [11:45<05:23,  1.81it/s, v_num=s2ag, train/loss=2.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1281/1867 [11:45<05:22,  1.81it/s, v_num=s2ag, train/loss=2.880\r",
+      "Epoch 0:  69%|▋| 1281/1867 [11:45<05:22,  1.81it/s, v_num=s2ag, train/loss=5.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1282/1867 [11:46<05:22,  1.82it/s, v_num=s2ag, train/loss=5.220\r",
+      "Epoch 0:  69%|▋| 1282/1867 [11:46<05:22,  1.82it/s, v_num=s2ag, train/loss=3.640"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1283/1867 [11:46<05:21,  1.82it/s, v_num=s2ag, train/loss=3.640\r",
+      "Epoch 0:  69%|▋| 1283/1867 [11:46<05:21,  1.82it/s, v_num=s2ag, train/loss=2.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1284/1867 [11:47<05:21,  1.81it/s, v_num=s2ag, train/loss=2.860\r",
+      "Epoch 0:  69%|▋| 1284/1867 [11:47<05:21,  1.81it/s, v_num=s2ag, train/loss=2.640"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1285/1867 [11:47<05:20,  1.82it/s, v_num=s2ag, train/loss=2.640\r",
+      "Epoch 0:  69%|▋| 1285/1867 [11:47<05:20,  1.82it/s, v_num=s2ag, train/loss=1.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1286/1867 [11:47<05:19,  1.82it/s, v_num=s2ag, train/loss=1.410\r",
+      "Epoch 0:  69%|▋| 1286/1867 [11:47<05:19,  1.82it/s, v_num=s2ag, train/loss=3.170"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1287/1867 [11:47<05:19,  1.82it/s, v_num=s2ag, train/loss=3.170\r",
+      "Epoch 0:  69%|▋| 1287/1867 [11:47<05:19,  1.82it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1288/1867 [11:49<05:19,  1.81it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  69%|▋| 1288/1867 [11:49<05:19,  1.81it/s, v_num=s2ag, train/loss=3.580"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1289/1867 [11:49<05:18,  1.82it/s, v_num=s2ag, train/loss=3.580\r",
+      "Epoch 0:  69%|▋| 1289/1867 [11:49<05:18,  1.82it/s, v_num=s2ag, train/loss=3.300"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1290/1867 [11:49<05:17,  1.82it/s, v_num=s2ag, train/loss=3.300\r",
+      "Epoch 0:  69%|▋| 1290/1867 [11:49<05:17,  1.82it/s, v_num=s2ag, train/loss=3.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1291/1867 [11:49<05:16,  1.82it/s, v_num=s2ag, train/loss=3.660\r",
+      "Epoch 0:  69%|▋| 1291/1867 [11:49<05:16,  1.82it/s, v_num=s2ag, train/loss=4.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1292/1867 [11:51<05:16,  1.82it/s, v_num=s2ag, train/loss=4.840\r",
+      "Epoch 0:  69%|▋| 1292/1867 [11:51<05:16,  1.82it/s, v_num=s2ag, train/loss=3.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1293/1867 [11:51<05:15,  1.82it/s, v_num=s2ag, train/loss=3.590\r",
+      "Epoch 0:  69%|▋| 1293/1867 [11:51<05:16,  1.82it/s, v_num=s2ag, train/loss=3.360"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1294/1867 [11:51<05:15,  1.82it/s, v_num=s2ag, train/loss=3.360\r",
+      "Epoch 0:  69%|▋| 1294/1867 [11:51<05:15,  1.82it/s, v_num=s2ag, train/loss=4.250"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1295/1867 [11:51<05:14,  1.82it/s, v_num=s2ag, train/loss=4.250\r",
+      "Epoch 0:  69%|▋| 1295/1867 [11:51<05:14,  1.82it/s, v_num=s2ag, train/loss=1.640"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1296/1867 [11:53<05:14,  1.82it/s, v_num=s2ag, train/loss=1.640\r",
+      "Epoch 0:  69%|▋| 1296/1867 [11:53<05:14,  1.82it/s, v_num=s2ag, train/loss=4.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  69%|▋| 1297/1867 [11:53<05:13,  1.82it/s, v_num=s2ag, train/loss=4.530\r",
+      "Epoch 0:  69%|▋| 1297/1867 [11:53<05:13,  1.82it/s, v_num=s2ag, train/loss=3.020"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1298/1867 [11:53<05:12,  1.82it/s, v_num=s2ag, train/loss=3.020\r",
+      "Epoch 0:  70%|▋| 1298/1867 [11:53<05:12,  1.82it/s, v_num=s2ag, train/loss=3.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1299/1867 [11:53<05:12,  1.82it/s, v_num=s2ag, train/loss=3.090\r",
+      "Epoch 0:  70%|▋| 1299/1867 [11:53<05:12,  1.82it/s, v_num=s2ag, train/loss=3.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1300/1867 [11:55<05:12,  1.82it/s, v_num=s2ag, train/loss=3.950\r",
+      "Epoch 0:  70%|▋| 1300/1867 [11:55<05:12,  1.82it/s, v_num=s2ag, train/loss=4.250"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1301/1867 [11:55<05:11,  1.82it/s, v_num=s2ag, train/loss=4.250\r",
+      "Epoch 0:  70%|▋| 1301/1867 [11:55<05:11,  1.82it/s, v_num=s2ag, train/loss=5.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1302/1867 [11:55<05:10,  1.82it/s, v_num=s2ag, train/loss=5.030\r",
+      "Epoch 0:  70%|▋| 1302/1867 [11:55<05:10,  1.82it/s, v_num=s2ag, train/loss=3.920"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1303/1867 [11:55<05:09,  1.82it/s, v_num=s2ag, train/loss=3.920\r",
+      "Epoch 0:  70%|▋| 1303/1867 [11:55<05:09,  1.82it/s, v_num=s2ag, train/loss=3.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1304/1867 [11:57<05:09,  1.82it/s, v_num=s2ag, train/loss=3.340\r",
+      "Epoch 0:  70%|▋| 1304/1867 [11:57<05:09,  1.82it/s, v_num=s2ag, train/loss=4.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1305/1867 [11:57<05:09,  1.82it/s, v_num=s2ag, train/loss=4.060\r",
+      "Epoch 0:  70%|▋| 1305/1867 [11:57<05:09,  1.82it/s, v_num=s2ag, train/loss=3.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1306/1867 [11:57<05:08,  1.82it/s, v_num=s2ag, train/loss=3.090\r",
+      "Epoch 0:  70%|▋| 1306/1867 [11:57<05:08,  1.82it/s, v_num=s2ag, train/loss=2.830"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1307/1867 [11:57<05:07,  1.82it/s, v_num=s2ag, train/loss=2.830\r",
+      "Epoch 0:  70%|▋| 1307/1867 [11:57<05:07,  1.82it/s, v_num=s2ag, train/loss=4.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1308/1867 [11:59<05:07,  1.82it/s, v_num=s2ag, train/loss=4.620\r",
+      "Epoch 0:  70%|▋| 1308/1867 [11:59<05:07,  1.82it/s, v_num=s2ag, train/loss=3.250"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1309/1867 [11:59<05:06,  1.82it/s, v_num=s2ag, train/loss=3.250\r",
+      "Epoch 0:  70%|▋| 1309/1867 [11:59<05:06,  1.82it/s, v_num=s2ag, train/loss=3.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1310/1867 [11:59<05:06,  1.82it/s, v_num=s2ag, train/loss=3.950\r",
+      "Epoch 0:  70%|▋| 1310/1867 [11:59<05:06,  1.82it/s, v_num=s2ag, train/loss=3.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1311/1867 [11:59<05:05,  1.82it/s, v_num=s2ag, train/loss=3.660\r",
+      "Epoch 0:  70%|▋| 1311/1867 [11:59<05:05,  1.82it/s, v_num=s2ag, train/loss=3.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1312/1867 [12:02<05:05,  1.82it/s, v_num=s2ag, train/loss=3.530\r",
+      "Epoch 0:  70%|▋| 1312/1867 [12:02<05:05,  1.82it/s, v_num=s2ag, train/loss=4.500"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1313/1867 [12:02<05:04,  1.82it/s, v_num=s2ag, train/loss=4.500\r",
+      "Epoch 0:  70%|▋| 1313/1867 [12:02<05:04,  1.82it/s, v_num=s2ag, train/loss=2.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1314/1867 [12:02<05:04,  1.82it/s, v_num=s2ag, train/loss=2.810\r",
+      "Epoch 0:  70%|▋| 1314/1867 [12:02<05:04,  1.82it/s, v_num=s2ag, train/loss=3.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1315/1867 [12:02<05:03,  1.82it/s, v_num=s2ag, train/loss=3.450\r",
+      "Epoch 0:  70%|▋| 1315/1867 [12:02<05:03,  1.82it/s, v_num=s2ag, train/loss=1.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  70%|▋| 1316/1867 [12:04<05:03,  1.82it/s, v_num=s2ag, train/loss=1.700\r",
+      "Epoch 0:  70%|▋| 1316/1867 [12:04<05:03,  1.82it/s, v_num=s2ag, train/loss=2.390"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1317/1867 [12:04<05:02,  1.82it/s, v_num=s2ag, train/loss=2.390\r",
+      "Epoch 0:  71%|▋| 1317/1867 [12:04<05:02,  1.82it/s, v_num=s2ag, train/loss=4.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1318/1867 [12:04<05:01,  1.82it/s, v_num=s2ag, train/loss=4.190\r",
+      "Epoch 0:  71%|▋| 1318/1867 [12:04<05:01,  1.82it/s, v_num=s2ag, train/loss=3.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1319/1867 [12:04<05:01,  1.82it/s, v_num=s2ag, train/loss=3.560\r",
+      "Epoch 0:  71%|▋| 1319/1867 [12:04<05:01,  1.82it/s, v_num=s2ag, train/loss=2.110"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1320/1867 [12:06<05:01,  1.82it/s, v_num=s2ag, train/loss=2.110\r",
+      "Epoch 0:  71%|▋| 1320/1867 [12:06<05:01,  1.82it/s, v_num=s2ag, train/loss=2.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1321/1867 [12:06<05:00,  1.82it/s, v_num=s2ag, train/loss=2.450\r",
+      "Epoch 0:  71%|▋| 1321/1867 [12:06<05:00,  1.82it/s, v_num=s2ag, train/loss=3.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1322/1867 [12:07<04:59,  1.82it/s, v_num=s2ag, train/loss=3.200\r",
+      "Epoch 0:  71%|▋| 1322/1867 [12:07<04:59,  1.82it/s, v_num=s2ag, train/loss=3.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1323/1867 [12:07<04:58,  1.82it/s, v_num=s2ag, train/loss=3.410\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1324/1867 [12:08<04:58,  1.82it/s, v_num=s2ag, train/loss=4.720\r",
+      "Epoch 0:  71%|▋| 1324/1867 [12:08<04:58,  1.82it/s, v_num=s2ag, train/loss=5.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1325/1867 [12:09<04:58,  1.82it/s, v_num=s2ag, train/loss=5.090\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  71%|▋| 1326/1867 [12:09<04:57,  1.82it/s, v_num=s2ag, train/loss=3.880\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1327/1867 [12:09<04:56,  1.82it/s, v_num=s2ag, train/loss=1.940\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1328/1867 [12:10<04:56,  1.82it/s, v_num=s2ag, train/loss=4.280\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1329/1867 [12:11<04:55,  1.82it/s, v_num=s2ag, train/loss=1.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1329/1867 [12:11<04:55,  1.82it/s, v_num=s2ag, train/loss=2.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1330/1867 [12:11<04:55,  1.82it/s, v_num=s2ag, train/loss=2.690\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  71%|▋| 1331/1867 [12:11<04:54,  1.82it/s, v_num=s2ag, train/loss=3.090\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1332/1867 [12:12<04:54,  1.82it/s, v_num=s2ag, train/loss=3.530\r",
+      "Epoch 0:  71%|▋| 1332/1867 [12:12<04:54,  1.82it/s, v_num=s2ag, train/loss=4.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1333/1867 [12:12<04:53,  1.82it/s, v_num=s2ag, train/loss=4.440\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  71%|▋| 1334/1867 [12:13<04:52,  1.82it/s, v_num=s2ag, train/loss=3.300\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1335/1867 [12:13<04:52,  1.82it/s, v_num=s2ag, train/loss=4.340\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1336/1867 [12:14<04:52,  1.82it/s, v_num=s2ag, train/loss=3.800\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1337/1867 [12:15<04:51,  1.82it/s, v_num=s2ag, train/loss=2.880\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1338/1867 [12:15<04:50,  1.82it/s, v_num=s2ag, train/loss=4.530\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1339/1867 [12:15<04:49,  1.82it/s, v_num=s2ag, train/loss=1.700\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1340/1867 [12:16<04:49,  1.82it/s, v_num=s2ag, train/loss=3.580\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1341/1867 [12:17<04:49,  1.82it/s, v_num=s2ag, train/loss=2.730\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1342/1867 [12:17<04:48,  1.82it/s, v_num=s2ag, train/loss=4.560\r",
+      "Epoch 0:  72%|▋| 1342/1867 [12:17<04:48,  1.82it/s, v_num=s2ag, train/loss=3.360"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1343/1867 [12:17<04:47,  1.82it/s, v_num=s2ag, train/loss=3.360\r",
+      "Epoch 0:  72%|▋| 1343/1867 [12:17<04:47,  1.82it/s, v_num=s2ag, train/loss=2.550"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1344/1867 [12:18<04:47,  1.82it/s, v_num=s2ag, train/loss=2.550\r",
+      "Epoch 0:  72%|▋| 1344/1867 [12:18<04:47,  1.82it/s, v_num=s2ag, train/loss=3.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1345/1867 [12:18<04:46,  1.82it/s, v_num=s2ag, train/loss=3.000\r",
+      "Epoch 0:  72%|▋| 1345/1867 [12:18<04:46,  1.82it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1346/1867 [12:19<04:46,  1.82it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  72%|▋| 1346/1867 [12:19<04:46,  1.82it/s, v_num=s2ag, train/loss=2.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1347/1867 [12:19<04:45,  1.82it/s, v_num=s2ag, train/loss=2.880\r",
+      "Epoch 0:  72%|▋| 1347/1867 [12:19<04:45,  1.82it/s, v_num=s2ag, train/loss=3.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1348/1867 [12:20<04:45,  1.82it/s, v_num=s2ag, train/loss=3.280\r",
+      "Epoch 0:  72%|▋| 1348/1867 [12:20<04:45,  1.82it/s, v_num=s2ag, train/loss=3.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1349/1867 [12:20<04:44,  1.82it/s, v_num=s2ag, train/loss=3.060\r",
+      "Epoch 0:  72%|▋| 1349/1867 [12:20<04:44,  1.82it/s, v_num=s2ag, train/loss=3.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1350/1867 [12:20<04:43,  1.82it/s, v_num=s2ag, train/loss=3.140\r",
+      "Epoch 0:  72%|▋| 1350/1867 [12:20<04:43,  1.82it/s, v_num=s2ag, train/loss=1.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1351/1867 [12:20<04:43,  1.82it/s, v_num=s2ag, train/loss=1.380\r",
+      "Epoch 0:  72%|▋| 1351/1867 [12:20<04:43,  1.82it/s, v_num=s2ag, train/loss=3.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1352/1867 [12:22<04:42,  1.82it/s, v_num=s2ag, train/loss=3.840\r",
+      "Epoch 0:  72%|▋| 1352/1867 [12:22<04:42,  1.82it/s, v_num=s2ag, train/loss=3.610"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  72%|▋| 1353/1867 [12:22<04:42,  1.82it/s, v_num=s2ag, train/loss=3.610\r",
+      "Epoch 0:  72%|▋| 1353/1867 [12:22<04:42,  1.82it/s, v_num=s2ag, train/loss=3.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1354/1867 [12:22<04:41,  1.82it/s, v_num=s2ag, train/loss=3.090\r",
+      "Epoch 0:  73%|▋| 1354/1867 [12:22<04:41,  1.82it/s, v_num=s2ag, train/loss=2.750"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1355/1867 [12:22<04:40,  1.82it/s, v_num=s2ag, train/loss=2.750\r",
+      "Epoch 0:  73%|▋| 1355/1867 [12:22<04:40,  1.82it/s, v_num=s2ag, train/loss=4.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1356/1867 [12:24<04:40,  1.82it/s, v_num=s2ag, train/loss=4.220\r",
+      "Epoch 0:  73%|▋| 1356/1867 [12:24<04:40,  1.82it/s, v_num=s2ag, train/loss=3.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1357/1867 [12:24<04:39,  1.82it/s, v_num=s2ag, train/loss=3.340\r",
+      "Epoch 0:  73%|▋| 1357/1867 [12:24<04:39,  1.82it/s, v_num=s2ag, train/loss=3.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1358/1867 [12:24<04:39,  1.82it/s, v_num=s2ag, train/loss=3.620\r",
+      "Epoch 0:  73%|▋| 1358/1867 [12:24<04:39,  1.82it/s, v_num=s2ag, train/loss=3.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1359/1867 [12:25<04:38,  1.82it/s, v_num=s2ag, train/loss=3.060\r",
+      "Epoch 0:  73%|▋| 1359/1867 [12:25<04:38,  1.82it/s, v_num=s2ag, train/loss=3.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1360/1867 [12:26<04:38,  1.82it/s, v_num=s2ag, train/loss=3.190\r",
+      "Epoch 0:  73%|▋| 1360/1867 [12:26<04:38,  1.82it/s, v_num=s2ag, train/loss=3.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1361/1867 [12:26<04:37,  1.82it/s, v_num=s2ag, train/loss=3.410\r",
+      "Epoch 0:  73%|▋| 1361/1867 [12:26<04:37,  1.82it/s, v_num=s2ag, train/loss=3.610"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1362/1867 [12:26<04:36,  1.82it/s, v_num=s2ag, train/loss=3.610\r",
+      "Epoch 0:  73%|▋| 1362/1867 [12:26<04:36,  1.82it/s, v_num=s2ag, train/loss=2.610"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1363/1867 [12:26<04:36,  1.82it/s, v_num=s2ag, train/loss=2.610\r",
+      "Epoch 0:  73%|▋| 1363/1867 [12:26<04:36,  1.82it/s, v_num=s2ag, train/loss=4.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1364/1867 [12:28<04:36,  1.82it/s, v_num=s2ag, train/loss=4.840\r",
+      "Epoch 0:  73%|▋| 1364/1867 [12:28<04:36,  1.82it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1365/1867 [12:29<04:35,  1.82it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  73%|▋| 1365/1867 [12:29<04:35,  1.82it/s, v_num=s2ag, train/loss=2.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1366/1867 [12:29<04:34,  1.82it/s, v_num=s2ag, train/loss=2.560\r",
+      "Epoch 0:  73%|▋| 1366/1867 [12:29<04:34,  1.82it/s, v_num=s2ag, train/loss=4.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1367/1867 [12:29<04:34,  1.82it/s, v_num=s2ag, train/loss=4.310\r",
+      "Epoch 0:  73%|▋| 1367/1867 [12:29<04:34,  1.82it/s, v_num=s2ag, train/loss=3.550"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1368/1867 [12:30<04:33,  1.82it/s, v_num=s2ag, train/loss=3.550\r",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
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+      "Epoch 0:  73%|▋| 1370/1867 [12:31<04:32,  1.82it/s, v_num=s2ag, train/loss=3.190\r",
+      "Epoch 0:  73%|▋| 1370/1867 [12:31<04:32,  1.82it/s, v_num=s2ag, train/loss=2.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1371/1867 [12:31<04:31,  1.83it/s, v_num=s2ag, train/loss=2.950\r",
+      "Epoch 0:  73%|▋| 1371/1867 [12:31<04:31,  1.83it/s, v_num=s2ag, train/loss=2.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  73%|▋| 1372/1867 [12:33<04:31,  1.82it/s, v_num=s2ag, train/loss=2.220\r",
+      "Epoch 0:  73%|▋| 1372/1867 [12:33<04:31,  1.82it/s, v_num=s2ag, train/loss=1.800"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1373/1867 [12:33<04:30,  1.82it/s, v_num=s2ag, train/loss=1.800\r",
+      "Epoch 0:  74%|▋| 1373/1867 [12:33<04:30,  1.82it/s, v_num=s2ag, train/loss=4.910"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1374/1867 [12:33<04:30,  1.82it/s, v_num=s2ag, train/loss=4.910\r",
+      "Epoch 0:  74%|▋| 1374/1867 [12:33<04:30,  1.82it/s, v_num=s2ag, train/loss=4.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1375/1867 [12:33<04:29,  1.83it/s, v_num=s2ag, train/loss=4.940\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1376/1867 [12:35<04:29,  1.82it/s, v_num=s2ag, train/loss=3.220\r",
+      "Epoch 0:  74%|▋| 1376/1867 [12:35<04:29,  1.82it/s, v_num=s2ag, train/loss=3.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1377/1867 [12:35<04:28,  1.82it/s, v_num=s2ag, train/loss=3.620\r",
+      "Epoch 0:  74%|▋| 1377/1867 [12:35<04:28,  1.82it/s, v_num=s2ag, train/loss=3.300"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1378/1867 [12:35<04:28,  1.82it/s, v_num=s2ag, train/loss=3.300\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1379/1867 [12:35<04:27,  1.83it/s, v_num=s2ag, train/loss=3.410\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1380/1867 [12:37<04:27,  1.82it/s, v_num=s2ag, train/loss=3.080\r",
+      "Epoch 0:  74%|▋| 1380/1867 [12:37<04:27,  1.82it/s, v_num=s2ag, train/loss=4.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1381/1867 [12:37<04:26,  1.82it/s, v_num=s2ag, train/loss=4.440\r",
+      "Epoch 0:  74%|▋| 1381/1867 [12:37<04:26,  1.82it/s, v_num=s2ag, train/loss=2.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1382/1867 [12:37<04:25,  1.83it/s, v_num=s2ag, train/loss=2.200\r",
+      "Epoch 0:  74%|▋| 1382/1867 [12:37<04:25,  1.83it/s, v_num=s2ag, train/loss=2.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1383/1867 [12:37<04:25,  1.83it/s, v_num=s2ag, train/loss=2.190\r",
+      "Epoch 0:  74%|▋| 1383/1867 [12:37<04:25,  1.83it/s, v_num=s2ag, train/loss=1.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1384/1867 [12:39<04:24,  1.82it/s, v_num=s2ag, train/loss=1.970\r",
+      "Epoch 0:  74%|▋| 1384/1867 [12:39<04:24,  1.82it/s, v_num=s2ag, train/loss=2.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1385/1867 [12:39<04:24,  1.82it/s, v_num=s2ag, train/loss=2.520\r",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1386/1867 [12:39<04:23,  1.83it/s, v_num=s2ag, train/loss=3.520\r",
+      "Epoch 0:  74%|▋| 1386/1867 [12:39<04:23,  1.83it/s, v_num=s2ag, train/loss=4.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1387/1867 [12:39<04:22,  1.83it/s, v_num=s2ag, train/loss=4.590\r",
+      "Epoch 0:  74%|▋| 1387/1867 [12:39<04:22,  1.83it/s, v_num=s2ag, train/loss=2.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1388/1867 [12:41<04:22,  1.82it/s, v_num=s2ag, train/loss=2.450\r",
+      "Epoch 0:  74%|▋| 1388/1867 [12:41<04:22,  1.82it/s, v_num=s2ag, train/loss=2.550"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1389/1867 [12:41<04:21,  1.82it/s, v_num=s2ag, train/loss=2.550\r",
+      "Epoch 0:  74%|▋| 1389/1867 [12:41<04:21,  1.82it/s, v_num=s2ag, train/loss=2.920"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  74%|▋| 1390/1867 [12:41<04:21,  1.83it/s, v_num=s2ag, train/loss=2.920\r",
+      "Epoch 0:  74%|▋| 1390/1867 [12:41<04:21,  1.83it/s, v_num=s2ag, train/loss=4.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 1391/1867 [12:41<04:20,  1.83it/s, v_num=s2ag, train/loss=4.780\r",
+      "Epoch 0:  75%|▋| 1391/1867 [12:41<04:20,  1.83it/s, v_num=s2ag, train/loss=2.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 1392/1867 [12:43<04:20,  1.82it/s, v_num=s2ag, train/loss=2.950\r",
+      "Epoch 0:  75%|▋| 1392/1867 [12:43<04:20,  1.82it/s, v_num=s2ag, train/loss=3.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 1393/1867 [12:43<04:19,  1.83it/s, v_num=s2ag, train/loss=3.480\r",
+      "Epoch 0:  75%|▋| 1393/1867 [12:43<04:19,  1.83it/s, v_num=s2ag, train/loss=4.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 1394/1867 [12:43<04:18,  1.83it/s, v_num=s2ag, train/loss=4.440\r",
+      "Epoch 0:  75%|▋| 1394/1867 [12:43<04:18,  1.83it/s, v_num=s2ag, train/loss=3.500"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 1395/1867 [12:43<04:18,  1.83it/s, v_num=s2ag, train/loss=3.500\r",
+      "Epoch 0:  75%|▋| 1395/1867 [12:43<04:18,  1.83it/s, v_num=s2ag, train/loss=2.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 1396/1867 [12:45<04:18,  1.82it/s, v_num=s2ag, train/loss=2.200\r",
+      "Epoch 0:  75%|▋| 1396/1867 [12:45<04:18,  1.82it/s, v_num=s2ag, train/loss=4.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 1397/1867 [12:45<04:17,  1.83it/s, v_num=s2ag, train/loss=4.780\r",
+      "Epoch 0:  75%|▋| 1397/1867 [12:45<04:17,  1.83it/s, v_num=s2ag, train/loss=1.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 1398/1867 [12:45<04:16,  1.83it/s, v_num=s2ag, train/loss=1.970\r",
+      "Epoch 0:  75%|▋| 1398/1867 [12:45<04:16,  1.83it/s, v_num=s2ag, train/loss=2.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 1399/1867 [12:45<04:16,  1.83it/s, v_num=s2ag, train/loss=2.860\r",
+      "Epoch 0:  75%|▋| 1399/1867 [12:45<04:16,  1.83it/s, v_num=s2ag, train/loss=3.800"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▋| 1400/1867 [12:47<04:15,  1.82it/s, v_num=s2ag, train/loss=3.800\r",
+      "Epoch 0:  75%|▋| 1400/1867 [12:47<04:15,  1.82it/s, v_num=s2ag, train/loss=4.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 1401/1867 [12:47<04:15,  1.83it/s, v_num=s2ag, train/loss=4.590\r",
+      "Epoch 0:  75%|▊| 1401/1867 [12:47<04:15,  1.83it/s, v_num=s2ag, train/loss=1.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 1402/1867 [12:47<04:14,  1.83it/s, v_num=s2ag, train/loss=1.620\r",
+      "Epoch 0:  75%|▊| 1402/1867 [12:47<04:14,  1.83it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 1403/1867 [12:47<04:13,  1.83it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  75%|▊| 1403/1867 [12:47<04:13,  1.83it/s, v_num=s2ag, train/loss=3.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 1404/1867 [12:49<04:13,  1.83it/s, v_num=s2ag, train/loss=3.480\r",
+      "Epoch 0:  75%|▊| 1404/1867 [12:49<04:13,  1.83it/s, v_num=s2ag, train/loss=2.250"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 1405/1867 [12:49<04:12,  1.83it/s, v_num=s2ag, train/loss=2.250\r",
+      "Epoch 0:  75%|▊| 1405/1867 [12:49<04:12,  1.83it/s, v_num=s2ag, train/loss=3.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 1406/1867 [12:49<04:12,  1.83it/s, v_num=s2ag, train/loss=3.280\r",
+      "Epoch 0:  75%|▊| 1406/1867 [12:49<04:12,  1.83it/s, v_num=s2ag, train/loss=2.580"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 1407/1867 [12:49<04:11,  1.83it/s, v_num=s2ag, train/loss=2.580\r",
+      "Epoch 0:  75%|▊| 1407/1867 [12:49<04:11,  1.83it/s, v_num=s2ag, train/loss=4.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 1408/1867 [12:51<04:11,  1.83it/s, v_num=s2ag, train/loss=4.470\r",
+      "Epoch 0:  75%|▊| 1408/1867 [12:51<04:11,  1.83it/s, v_num=s2ag, train/loss=3.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  75%|▊| 1409/1867 [12:51<04:10,  1.83it/s, v_num=s2ag, train/loss=3.840\r",
+      "Epoch 0:  75%|▊| 1409/1867 [12:51<04:10,  1.83it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1410/1867 [12:51<04:10,  1.83it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  76%|▊| 1410/1867 [12:51<04:10,  1.83it/s, v_num=s2ag, train/loss=3.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1411/1867 [12:51<04:09,  1.83it/s, v_num=s2ag, train/loss=3.090\r",
+      "Epoch 0:  76%|▊| 1411/1867 [12:51<04:09,  1.83it/s, v_num=s2ag, train/loss=3.550"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1412/1867 [12:53<04:09,  1.83it/s, v_num=s2ag, train/loss=3.550\r",
+      "Epoch 0:  76%|▊| 1412/1867 [12:53<04:09,  1.83it/s, v_num=s2ag, train/loss=4.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1413/1867 [12:53<04:08,  1.83it/s, v_num=s2ag, train/loss=4.380\r",
+      "Epoch 0:  76%|▊| 1413/1867 [12:53<04:08,  1.83it/s, v_num=s2ag, train/loss=5.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1414/1867 [12:53<04:07,  1.83it/s, v_num=s2ag, train/loss=5.560\r",
+      "Epoch 0:  76%|▊| 1414/1867 [12:53<04:07,  1.83it/s, v_num=s2ag, train/loss=3.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1415/1867 [12:53<04:07,  1.83it/s, v_num=s2ag, train/loss=3.700\r",
+      "Epoch 0:  76%|▊| 1415/1867 [12:53<04:07,  1.83it/s, v_num=s2ag, train/loss=3.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1416/1867 [12:55<04:06,  1.83it/s, v_num=s2ag, train/loss=3.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1416/1867 [12:55<04:06,  1.83it/s, v_num=s2ag, train/loss=3.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1417/1867 [12:55<04:06,  1.83it/s, v_num=s2ag, train/loss=3.940\r",
+      "Epoch 0:  76%|▊| 1417/1867 [12:55<04:06,  1.83it/s, v_num=s2ag, train/loss=3.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1418/1867 [12:55<04:05,  1.83it/s, v_num=s2ag, train/loss=3.590\r",
+      "Epoch 0:  76%|▊| 1418/1867 [12:55<04:05,  1.83it/s, v_num=s2ag, train/loss=3.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1419/1867 [12:55<04:04,  1.83it/s, v_num=s2ag, train/loss=3.000\r",
+      "Epoch 0:  76%|▊| 1419/1867 [12:55<04:04,  1.83it/s, v_num=s2ag, train/loss=2.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1420/1867 [12:57<04:04,  1.83it/s, v_num=s2ag, train/loss=2.280\r",
+      "Epoch 0:  76%|▊| 1420/1867 [12:57<04:04,  1.83it/s, v_num=s2ag, train/loss=4.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1421/1867 [12:57<04:03,  1.83it/s, v_num=s2ag, train/loss=4.190\r",
+      "Epoch 0:  76%|▊| 1421/1867 [12:57<04:03,  1.83it/s, v_num=s2ag, train/loss=3.920"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1422/1867 [12:57<04:03,  1.83it/s, v_num=s2ag, train/loss=3.920\r",
+      "Epoch 0:  76%|▊| 1422/1867 [12:57<04:03,  1.83it/s, v_num=s2ag, train/loss=2.980"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1423/1867 [12:57<04:02,  1.83it/s, v_num=s2ag, train/loss=2.980\r",
+      "Epoch 0:  76%|▊| 1423/1867 [12:57<04:02,  1.83it/s, v_num=s2ag, train/loss=4.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1424/1867 [12:59<04:02,  1.83it/s, v_num=s2ag, train/loss=4.060\r",
+      "Epoch 0:  76%|▊| 1424/1867 [12:59<04:02,  1.83it/s, v_num=s2ag, train/loss=3.770"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1425/1867 [12:59<04:01,  1.83it/s, v_num=s2ag, train/loss=3.770\r",
+      "Epoch 0:  76%|▊| 1425/1867 [12:59<04:01,  1.83it/s, v_num=s2ag, train/loss=2.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1426/1867 [12:59<04:00,  1.83it/s, v_num=s2ag, train/loss=2.940\r",
+      "Epoch 0:  76%|▊| 1426/1867 [12:59<04:00,  1.83it/s, v_num=s2ag, train/loss=3.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1427/1867 [12:59<04:00,  1.83it/s, v_num=s2ag, train/loss=3.660\r",
+      "Epoch 0:  76%|▊| 1427/1867 [12:59<04:00,  1.83it/s, v_num=s2ag, train/loss=3.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  76%|▊| 1428/1867 [13:01<04:00,  1.83it/s, v_num=s2ag, train/loss=3.140\r",
+      "Epoch 0:  76%|▊| 1428/1867 [13:01<04:00,  1.83it/s, v_num=s2ag, train/loss=2.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1429/1867 [13:01<03:59,  1.83it/s, v_num=s2ag, train/loss=2.810\r",
+      "Epoch 0:  77%|▊| 1429/1867 [13:01<03:59,  1.83it/s, v_num=s2ag, train/loss=3.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1430/1867 [13:01<03:58,  1.83it/s, v_num=s2ag, train/loss=3.380\r",
+      "Epoch 0:  77%|▊| 1430/1867 [13:01<03:58,  1.83it/s, v_num=s2ag, train/loss=4.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1431/1867 [13:01<03:58,  1.83it/s, v_num=s2ag, train/loss=4.440\r",
+      "Epoch 0:  77%|▊| 1431/1867 [13:01<03:58,  1.83it/s, v_num=s2ag, train/loss=2.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1432/1867 [13:03<03:57,  1.83it/s, v_num=s2ag, train/loss=2.520\r",
+      "Epoch 0:  77%|▊| 1432/1867 [13:03<03:57,  1.83it/s, v_num=s2ag, train/loss=3.170"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1433/1867 [13:03<03:57,  1.83it/s, v_num=s2ag, train/loss=3.170\r",
+      "Epoch 0:  77%|▊| 1433/1867 [13:03<03:57,  1.83it/s, v_num=s2ag, train/loss=3.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1434/1867 [13:03<03:56,  1.83it/s, v_num=s2ag, train/loss=3.200\r",
+      "Epoch 0:  77%|▊| 1434/1867 [13:03<03:56,  1.83it/s, v_num=s2ag, train/loss=3.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1435/1867 [13:03<03:55,  1.83it/s, v_num=s2ag, train/loss=3.530\r",
+      "Epoch 0:  77%|▊| 1435/1867 [13:03<03:55,  1.83it/s, v_num=s2ag, train/loss=4.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1436/1867 [13:04<03:55,  1.83it/s, v_num=s2ag, train/loss=4.310\r",
+      "Epoch 0:  77%|▊| 1436/1867 [13:04<03:55,  1.83it/s, v_num=s2ag, train/loss=3.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1437/1867 [13:05<03:54,  1.83it/s, v_num=s2ag, train/loss=3.410\r",
+      "Epoch 0:  77%|▊| 1437/1867 [13:05<03:54,  1.83it/s, v_num=s2ag, train/loss=4.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1438/1867 [13:05<03:54,  1.83it/s, v_num=s2ag, train/loss=4.280\r",
+      "Epoch 0:  77%|▊| 1438/1867 [13:05<03:54,  1.83it/s, v_num=s2ag, train/loss=3.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1439/1867 [13:05<03:53,  1.83it/s, v_num=s2ag, train/loss=3.860\r",
+      "Epoch 0:  77%|▊| 1439/1867 [13:05<03:53,  1.83it/s, v_num=s2ag, train/loss=4.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1440/1867 [13:07<03:53,  1.83it/s, v_num=s2ag, train/loss=4.560\r",
+      "Epoch 0:  77%|▊| 1440/1867 [13:07<03:53,  1.83it/s, v_num=s2ag, train/loss=1.390"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1441/1867 [13:07<03:52,  1.83it/s, v_num=s2ag, train/loss=1.390\r",
+      "Epoch 0:  77%|▊| 1441/1867 [13:07<03:52,  1.83it/s, v_num=s2ag, train/loss=4.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1442/1867 [13:07<03:51,  1.83it/s, v_num=s2ag, train/loss=4.340\r",
+      "Epoch 0:  77%|▊| 1442/1867 [13:07<03:51,  1.83it/s, v_num=s2ag, train/loss=3.170"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1443/1867 [13:07<03:51,  1.83it/s, v_num=s2ag, train/loss=3.170\r",
+      "Epoch 0:  77%|▊| 1443/1867 [13:07<03:51,  1.83it/s, v_num=s2ag, train/loss=3.910"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1444/1867 [13:09<03:51,  1.83it/s, v_num=s2ag, train/loss=3.910\r",
+      "Epoch 0:  77%|▊| 1444/1867 [13:09<03:51,  1.83it/s, v_num=s2ag, train/loss=2.640"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1445/1867 [13:09<03:50,  1.83it/s, v_num=s2ag, train/loss=2.640\r",
+      "Epoch 0:  77%|▊| 1445/1867 [13:09<03:50,  1.83it/s, v_num=s2ag, train/loss=4.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  77%|▊| 1446/1867 [13:09<03:49,  1.83it/s, v_num=s2ag, train/loss=4.380\r",
+      "Epoch 0:  77%|▊| 1446/1867 [13:09<03:49,  1.83it/s, v_num=s2ag, train/loss=4.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1447/1867 [13:09<03:49,  1.83it/s, v_num=s2ag, train/loss=4.970\r",
+      "Epoch 0:  78%|▊| 1447/1867 [13:09<03:49,  1.83it/s, v_num=s2ag, train/loss=3.080"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1448/1867 [13:11<03:48,  1.83it/s, v_num=s2ag, train/loss=3.080\r",
+      "Epoch 0:  78%|▊| 1448/1867 [13:11<03:48,  1.83it/s, v_num=s2ag, train/loss=3.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1449/1867 [13:11<03:48,  1.83it/s, v_num=s2ag, train/loss=3.730\r",
+      "Epoch 0:  78%|▊| 1449/1867 [13:11<03:48,  1.83it/s, v_num=s2ag, train/loss=2.250"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1450/1867 [13:11<03:47,  1.83it/s, v_num=s2ag, train/loss=2.250\r",
+      "Epoch 0:  78%|▊| 1450/1867 [13:11<03:47,  1.83it/s, v_num=s2ag, train/loss=2.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1451/1867 [13:11<03:46,  1.83it/s, v_num=s2ag, train/loss=2.140\r",
+      "Epoch 0:  78%|▊| 1451/1867 [13:11<03:46,  1.83it/s, v_num=s2ag, train/loss=4.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1452/1867 [13:13<03:46,  1.83it/s, v_num=s2ag, train/loss=4.410\r",
+      "Epoch 0:  78%|▊| 1452/1867 [13:13<03:46,  1.83it/s, v_num=s2ag, train/loss=4.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1453/1867 [13:13<03:46,  1.83it/s, v_num=s2ag, train/loss=4.840\r",
+      "Epoch 0:  78%|▊| 1453/1867 [13:13<03:46,  1.83it/s, v_num=s2ag, train/loss=2.800"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1454/1867 [13:13<03:45,  1.83it/s, v_num=s2ag, train/loss=2.800\r",
+      "Epoch 0:  78%|▊| 1454/1867 [13:13<03:45,  1.83it/s, v_num=s2ag, train/loss=1.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1455/1867 [13:13<03:44,  1.83it/s, v_num=s2ag, train/loss=1.340\r",
+      "Epoch 0:  78%|▊| 1455/1867 [13:13<03:44,  1.83it/s, v_num=s2ag, train/loss=3.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1456/1867 [13:15<03:44,  1.83it/s, v_num=s2ag, train/loss=3.730\r",
+      "Epoch 0:  78%|▊| 1456/1867 [13:15<03:44,  1.83it/s, v_num=s2ag, train/loss=1.900"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1457/1867 [13:15<03:43,  1.83it/s, v_num=s2ag, train/loss=1.900\r",
+      "Epoch 0:  78%|▊| 1457/1867 [13:15<03:43,  1.83it/s, v_num=s2ag, train/loss=2.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1458/1867 [13:15<03:43,  1.83it/s, v_num=s2ag, train/loss=2.690\r",
+      "Epoch 0:  78%|▊| 1458/1867 [13:15<03:43,  1.83it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1459/1867 [13:15<03:42,  1.83it/s, v_num=s2ag, train/loss=4.120\r",
+      "Epoch 0:  78%|▊| 1459/1867 [13:15<03:42,  1.83it/s, v_num=s2ag, train/loss=1.820"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1460/1867 [13:18<03:42,  1.83it/s, v_num=s2ag, train/loss=1.820\r",
+      "Epoch 0:  78%|▊| 1460/1867 [13:18<03:42,  1.83it/s, v_num=s2ag, train/loss=1.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1461/1867 [13:18<03:41,  1.83it/s, v_num=s2ag, train/loss=1.140\r",
+      "Epoch 0:  78%|▊| 1461/1867 [13:18<03:41,  1.83it/s, v_num=s2ag, train/loss=4.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1462/1867 [13:18<03:41,  1.83it/s, v_num=s2ag, train/loss=4.060\r",
+      "Epoch 0:  78%|▊| 1462/1867 [13:18<03:41,  1.83it/s, v_num=s2ag, train/loss=2.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1463/1867 [13:18<03:40,  1.83it/s, v_num=s2ag, train/loss=2.380\r",
+      "Epoch 0:  78%|▊| 1463/1867 [13:18<03:40,  1.83it/s, v_num=s2ag, train/loss=3.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1464/1867 [13:20<03:40,  1.83it/s, v_num=s2ag, train/loss=3.120\r",
+      "Epoch 0:  78%|▊| 1464/1867 [13:20<03:40,  1.83it/s, v_num=s2ag, train/loss=4.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  78%|▊| 1465/1867 [13:20<03:39,  1.83it/s, v_num=s2ag, train/loss=4.780\r",
+      "Epoch 0:  78%|▊| 1465/1867 [13:20<03:39,  1.83it/s, v_num=s2ag, train/loss=3.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1466/1867 [13:20<03:38,  1.83it/s, v_num=s2ag, train/loss=3.940\r",
+      "Epoch 0:  79%|▊| 1466/1867 [13:20<03:38,  1.83it/s, v_num=s2ag, train/loss=3.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1467/1867 [13:20<03:38,  1.83it/s, v_num=s2ag, train/loss=3.520\r",
+      "Epoch 0:  79%|▊| 1467/1867 [13:20<03:38,  1.83it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1468/1867 [13:22<03:38,  1.83it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  79%|▊| 1468/1867 [13:22<03:38,  1.83it/s, v_num=s2ag, train/loss=1.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1469/1867 [13:22<03:37,  1.83it/s, v_num=s2ag, train/loss=1.780\r",
+      "Epoch 0:  79%|▊| 1469/1867 [13:22<03:37,  1.83it/s, v_num=s2ag, train/loss=3.000\r",
+      "Epoch 0:  79%|▊| 1470/1867 [13:22<03:36,  1.83it/s, v_num=s2ag, train/loss=3.000\r",
+      "Epoch 0:  79%|▊| 1470/1867 [13:22<03:36,  1.83it/s, v_num=s2ag, train/loss=2.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1471/1867 [13:22<03:35,  1.83it/s, v_num=s2ag, train/loss=2.670\r",
+      "Epoch 0:  79%|▊| 1471/1867 [13:22<03:35,  1.83it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1472/1867 [13:24<03:35,  1.83it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  79%|▊| 1472/1867 [13:24<03:35,  1.83it/s, v_num=s2ag, train/loss=2.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1473/1867 [13:24<03:35,  1.83it/s, v_num=s2ag, train/loss=2.310\r",
+      "Epoch 0:  79%|▊| 1473/1867 [13:24<03:35,  1.83it/s, v_num=s2ag, train/loss=3.270"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1474/1867 [13:24<03:34,  1.83it/s, v_num=s2ag, train/loss=3.270\r",
+      "Epoch 0:  79%|▊| 1474/1867 [13:24<03:34,  1.83it/s, v_num=s2ag, train/loss=2.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1475/1867 [13:24<03:33,  1.83it/s, v_num=s2ag, train/loss=2.280\r",
+      "Epoch 0:  79%|▊| 1475/1867 [13:24<03:33,  1.83it/s, v_num=s2ag, train/loss=4.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1476/1867 [13:26<03:33,  1.83it/s, v_num=s2ag, train/loss=4.380\r",
+      "Epoch 0:  79%|▊| 1476/1867 [13:26<03:33,  1.83it/s, v_num=s2ag, train/loss=4.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1477/1867 [13:26<03:32,  1.83it/s, v_num=s2ag, train/loss=4.810\r",
+      "Epoch 0:  79%|▊| 1477/1867 [13:26<03:32,  1.83it/s, v_num=s2ag, train/loss=3.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1478/1867 [13:26<03:32,  1.83it/s, v_num=s2ag, train/loss=3.840\r",
+      "Epoch 0:  79%|▊| 1478/1867 [13:26<03:32,  1.83it/s, v_num=s2ag, train/loss=2.640"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1479/1867 [13:26<03:31,  1.83it/s, v_num=s2ag, train/loss=2.640\r",
+      "Epoch 0:  79%|▊| 1479/1867 [13:26<03:31,  1.83it/s, v_num=s2ag, train/loss=2.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1480/1867 [13:28<03:31,  1.83it/s, v_num=s2ag, train/loss=2.410\r",
+      "Epoch 0:  79%|▊| 1480/1867 [13:28<03:31,  1.83it/s, v_num=s2ag, train/loss=1.850"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1481/1867 [13:28<03:30,  1.83it/s, v_num=s2ag, train/loss=1.850\r",
+      "Epoch 0:  79%|▊| 1481/1867 [13:28<03:30,  1.83it/s, v_num=s2ag, train/loss=2.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1482/1867 [13:28<03:29,  1.83it/s, v_num=s2ag, train/loss=2.690\r",
+      "Epoch 0:  79%|▊| 1482/1867 [13:28<03:29,  1.83it/s, v_num=s2ag, train/loss=3.980"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1483/1867 [13:28<03:29,  1.83it/s, v_num=s2ag, train/loss=3.980\r",
+      "Epoch 0:  79%|▊| 1483/1867 [13:28<03:29,  1.83it/s, v_num=s2ag, train/loss=4.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  79%|▊| 1484/1867 [13:30<03:29,  1.83it/s, v_num=s2ag, train/loss=4.530\r",
+      "Epoch 0:  79%|▊| 1484/1867 [13:30<03:29,  1.83it/s, v_num=s2ag, train/loss=1.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1485/1867 [13:30<03:28,  1.83it/s, v_num=s2ag, train/loss=1.340\r",
+      "Epoch 0:  80%|▊| 1485/1867 [13:30<03:28,  1.83it/s, v_num=s2ag, train/loss=2.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1486/1867 [13:30<03:27,  1.83it/s, v_num=s2ag, train/loss=2.940\r",
+      "Epoch 0:  80%|▊| 1486/1867 [13:30<03:27,  1.83it/s, v_num=s2ag, train/loss=3.720"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1487/1867 [13:30<03:27,  1.84it/s, v_num=s2ag, train/loss=3.720\r",
+      "Epoch 0:  80%|▊| 1487/1867 [13:30<03:27,  1.84it/s, v_num=s2ag, train/loss=3.800"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1488/1867 [13:32<03:26,  1.83it/s, v_num=s2ag, train/loss=3.800\r",
+      "Epoch 0:  80%|▊| 1488/1867 [13:32<03:26,  1.83it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1489/1867 [13:32<03:26,  1.83it/s, v_num=s2ag, train/loss=4.120\r",
+      "Epoch 0:  80%|▊| 1489/1867 [13:32<03:26,  1.83it/s, v_num=s2ag, train/loss=3.330"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1490/1867 [13:32<03:25,  1.83it/s, v_num=s2ag, train/loss=3.330\r",
+      "Epoch 0:  80%|▊| 1490/1867 [13:32<03:25,  1.83it/s, v_num=s2ag, train/loss=3.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1491/1867 [13:32<03:24,  1.84it/s, v_num=s2ag, train/loss=3.220\r",
+      "Epoch 0:  80%|▊| 1491/1867 [13:32<03:24,  1.84it/s, v_num=s2ag, train/loss=2.750"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1492/1867 [13:34<03:24,  1.83it/s, v_num=s2ag, train/loss=2.750\r",
+      "Epoch 0:  80%|▊| 1492/1867 [13:34<03:24,  1.83it/s, v_num=s2ag, train/loss=4.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1493/1867 [13:34<03:23,  1.83it/s, v_num=s2ag, train/loss=4.280\r",
+      "Epoch 0:  80%|▊| 1493/1867 [13:34<03:23,  1.83it/s, v_num=s2ag, train/loss=4.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1494/1867 [13:34<03:23,  1.84it/s, v_num=s2ag, train/loss=4.090\r",
+      "Epoch 0:  80%|▊| 1494/1867 [13:34<03:23,  1.84it/s, v_num=s2ag, train/loss=3.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1495/1867 [13:34<03:22,  1.84it/s, v_num=s2ag, train/loss=3.810\r",
+      "Epoch 0:  80%|▊| 1495/1867 [13:34<03:22,  1.84it/s, v_num=s2ag, train/loss=3.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1496/1867 [13:36<03:22,  1.83it/s, v_num=s2ag, train/loss=3.690\r",
+      "Epoch 0:  80%|▊| 1496/1867 [13:36<03:22,  1.83it/s, v_num=s2ag, train/loss=3.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1497/1867 [13:36<03:21,  1.83it/s, v_num=s2ag, train/loss=3.120\r",
+      "Epoch 0:  80%|▊| 1497/1867 [13:36<03:21,  1.83it/s, v_num=s2ag, train/loss=2.550"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1498/1867 [13:36<03:21,  1.84it/s, v_num=s2ag, train/loss=2.550\r",
+      "Epoch 0:  80%|▊| 1498/1867 [13:36<03:21,  1.84it/s, v_num=s2ag, train/loss=2.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1499/1867 [13:36<03:20,  1.84it/s, v_num=s2ag, train/loss=2.670\r",
+      "Epoch 0:  80%|▊| 1499/1867 [13:36<03:20,  1.84it/s, v_num=s2ag, train/loss=3.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1500/1867 [13:38<03:20,  1.83it/s, v_num=s2ag, train/loss=3.660\r",
+      "Epoch 0:  80%|▊| 1500/1867 [13:38<03:20,  1.83it/s, v_num=s2ag, train/loss=2.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1501/1867 [13:38<03:19,  1.83it/s, v_num=s2ag, train/loss=2.480\r",
+      "Epoch 0:  80%|▊| 1501/1867 [13:38<03:19,  1.83it/s, v_num=s2ag, train/loss=3.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  80%|▊| 1502/1867 [13:38<03:18,  1.84it/s, v_num=s2ag, train/loss=3.700\r",
+      "Epoch 0:  80%|▊| 1502/1867 [13:38<03:18,  1.84it/s, v_num=s2ag, train/loss=3.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1503/1867 [13:38<03:18,  1.84it/s, v_num=s2ag, train/loss=3.140\r",
+      "Epoch 0:  81%|▊| 1503/1867 [13:38<03:18,  1.84it/s, v_num=s2ag, train/loss=3.550"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1504/1867 [13:40<03:17,  1.83it/s, v_num=s2ag, train/loss=3.550\r",
+      "Epoch 0:  81%|▊| 1504/1867 [13:40<03:17,  1.83it/s, v_num=s2ag, train/loss=2.910"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1505/1867 [13:40<03:17,  1.84it/s, v_num=s2ag, train/loss=2.910\r",
+      "Epoch 0:  81%|▊| 1505/1867 [13:40<03:17,  1.84it/s, v_num=s2ag, train/loss=3.330"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1506/1867 [13:40<03:16,  1.84it/s, v_num=s2ag, train/loss=3.330\r",
+      "Epoch 0:  81%|▊| 1506/1867 [13:40<03:16,  1.84it/s, v_num=s2ag, train/loss=3.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1507/1867 [13:40<03:15,  1.84it/s, v_num=s2ag, train/loss=3.660\r",
+      "Epoch 0:  81%|▊| 1507/1867 [13:40<03:15,  1.84it/s, v_num=s2ag, train/loss=4.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1508/1867 [13:42<03:15,  1.83it/s, v_num=s2ag, train/loss=4.410\r",
+      "Epoch 0:  81%|▊| 1508/1867 [13:42<03:15,  1.83it/s, v_num=s2ag, train/loss=3.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1509/1867 [13:42<03:15,  1.84it/s, v_num=s2ag, train/loss=3.670\r",
+      "Epoch 0:  81%|▊| 1509/1867 [13:42<03:15,  1.84it/s, v_num=s2ag, train/loss=3.300"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1510/1867 [13:42<03:14,  1.84it/s, v_num=s2ag, train/loss=3.300\r",
+      "Epoch 0:  81%|▊| 1510/1867 [13:42<03:14,  1.84it/s, v_num=s2ag, train/loss=2.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1511/1867 [13:42<03:13,  1.84it/s, v_num=s2ag, train/loss=2.340\r",
+      "Epoch 0:  81%|▊| 1511/1867 [13:42<03:13,  1.84it/s, v_num=s2ag, train/loss=3.390"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1512/1867 [13:44<03:13,  1.83it/s, v_num=s2ag, train/loss=3.390\r",
+      "Epoch 0:  81%|▊| 1512/1867 [13:44<03:13,  1.83it/s, v_num=s2ag, train/loss=2.230"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1513/1867 [13:44<03:12,  1.84it/s, v_num=s2ag, train/loss=2.230\r",
+      "Epoch 0:  81%|▊| 1513/1867 [13:44<03:12,  1.84it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1514/1867 [13:44<03:12,  1.84it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  81%|▊| 1514/1867 [13:44<03:12,  1.84it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1515/1867 [13:44<03:11,  1.84it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  81%|▊| 1515/1867 [13:44<03:11,  1.84it/s, v_num=s2ag, train/loss=4.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1516/1867 [13:46<03:11,  1.84it/s, v_num=s2ag, train/loss=4.620\r",
+      "Epoch 0:  81%|▊| 1516/1867 [13:46<03:11,  1.84it/s, v_num=s2ag, train/loss=3.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1517/1867 [13:46<03:10,  1.84it/s, v_num=s2ag, train/loss=3.530\r",
+      "Epoch 0:  81%|▊| 1517/1867 [13:46<03:10,  1.84it/s, v_num=s2ag, train/loss=1.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1518/1867 [13:46<03:09,  1.84it/s, v_num=s2ag, train/loss=1.530\r",
+      "Epoch 0:  81%|▊| 1518/1867 [13:46<03:09,  1.84it/s, v_num=s2ag, train/loss=2.230"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1519/1867 [13:46<03:09,  1.84it/s, v_num=s2ag, train/loss=2.230\r",
+      "Epoch 0:  81%|▊| 1519/1867 [13:46<03:09,  1.84it/s, v_num=s2ag, train/loss=3.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1520/1867 [13:48<03:09,  1.84it/s, v_num=s2ag, train/loss=3.840\r",
+      "Epoch 0:  81%|▊| 1520/1867 [13:48<03:09,  1.84it/s, v_num=s2ag, train/loss=2.830"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  81%|▊| 1521/1867 [13:48<03:08,  1.84it/s, v_num=s2ag, train/loss=2.830\r",
+      "Epoch 0:  81%|▊| 1521/1867 [13:48<03:08,  1.84it/s, v_num=s2ag, train/loss=1.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1522/1867 [13:48<03:07,  1.84it/s, v_num=s2ag, train/loss=1.200\r",
+      "Epoch 0:  82%|▊| 1522/1867 [13:48<03:07,  1.84it/s, v_num=s2ag, train/loss=3.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1523/1867 [13:48<03:07,  1.84it/s, v_num=s2ag, train/loss=3.880\r",
+      "Epoch 0:  82%|▊| 1523/1867 [13:48<03:07,  1.84it/s, v_num=s2ag, train/loss=4.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1524/1867 [13:49<03:06,  1.84it/s, v_num=s2ag, train/loss=4.970\r",
+      "Epoch 0:  82%|▊| 1524/1867 [13:49<03:06,  1.84it/s, v_num=s2ag, train/loss=3.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1525/1867 [13:50<03:06,  1.84it/s, v_num=s2ag, train/loss=3.140\r",
+      "Epoch 0:  82%|▊| 1525/1867 [13:50<03:06,  1.84it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1526/1867 [13:50<03:05,  1.84it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  82%|▊| 1526/1867 [13:50<03:05,  1.84it/s, v_num=s2ag, train/loss=4.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1527/1867 [13:50<03:04,  1.84it/s, v_num=s2ag, train/loss=4.310\r",
+      "Epoch 0:  82%|▊| 1527/1867 [13:50<03:04,  1.84it/s, v_num=s2ag, train/loss=3.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1528/1867 [13:51<03:04,  1.84it/s, v_num=s2ag, train/loss=3.560\r",
+      "Epoch 0:  82%|▊| 1528/1867 [13:51<03:04,  1.84it/s, v_num=s2ag, train/loss=2.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1529/1867 [13:51<03:03,  1.84it/s, v_num=s2ag, train/loss=2.440\r",
+      "Epoch 0:  82%|▊| 1529/1867 [13:51<03:03,  1.84it/s, v_num=s2ag, train/loss=3.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1530/1867 [13:52<03:03,  1.84it/s, v_num=s2ag, train/loss=3.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1530/1867 [13:52<03:03,  1.84it/s, v_num=s2ag, train/loss=3.020"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1531/1867 [13:52<03:02,  1.84it/s, v_num=s2ag, train/loss=3.020\r",
+      "Epoch 0:  82%|▊| 1531/1867 [13:52<03:02,  1.84it/s, v_num=s2ag, train/loss=3.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1532/1867 [13:53<03:02,  1.84it/s, v_num=s2ag, train/loss=3.120\r",
+      "Epoch 0:  82%|▊| 1532/1867 [13:53<03:02,  1.84it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1533/1867 [13:53<03:01,  1.84it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  82%|▊| 1533/1867 [13:53<03:01,  1.84it/s, v_num=s2ag, train/loss=3.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1534/1867 [13:54<03:01,  1.84it/s, v_num=s2ag, train/loss=3.810\r",
+      "Epoch 0:  82%|▊| 1534/1867 [13:54<03:01,  1.84it/s, v_num=s2ag, train/loss=2.770"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1535/1867 [13:54<03:00,  1.84it/s, v_num=s2ag, train/loss=2.770\r",
+      "Epoch 0:  82%|▊| 1535/1867 [13:54<03:00,  1.84it/s, v_num=s2ag, train/loss=3.720"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1536/1867 [13:55<03:00,  1.84it/s, v_num=s2ag, train/loss=3.720\r",
+      "Epoch 0:  82%|▊| 1536/1867 [13:55<03:00,  1.84it/s, v_num=s2ag, train/loss=3.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1537/1867 [13:55<02:59,  1.84it/s, v_num=s2ag, train/loss=3.160\r",
+      "Epoch 0:  82%|▊| 1537/1867 [13:55<02:59,  1.84it/s, v_num=s2ag, train/loss=3.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1538/1867 [13:56<02:58,  1.84it/s, v_num=s2ag, train/loss=3.450\r",
+      "Epoch 0:  82%|▊| 1538/1867 [13:56<02:58,  1.84it/s, v_num=s2ag, train/loss=2.720"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1539/1867 [13:56<02:58,  1.84it/s, v_num=s2ag, train/loss=2.720\r",
+      "Epoch 0:  82%|▊| 1539/1867 [13:56<02:58,  1.84it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  82%|▊| 1540/1867 [13:57<02:57,  1.84it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  82%|▊| 1540/1867 [13:57<02:57,  1.84it/s, v_num=s2ag, train/loss=3.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1541/1867 [13:57<02:57,  1.84it/s, v_num=s2ag, train/loss=3.590\r",
+      "Epoch 0:  83%|▊| 1541/1867 [13:57<02:57,  1.84it/s, v_num=s2ag, train/loss=1.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1542/1867 [13:57<02:56,  1.84it/s, v_num=s2ag, train/loss=1.860\r",
+      "Epoch 0:  83%|▊| 1542/1867 [13:57<02:56,  1.84it/s, v_num=s2ag, train/loss=3.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1543/1867 [13:57<02:55,  1.84it/s, v_num=s2ag, train/loss=3.590\r",
+      "Epoch 0:  83%|▊| 1543/1867 [13:57<02:55,  1.84it/s, v_num=s2ag, train/loss=2.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1544/1867 [13:59<02:55,  1.84it/s, v_num=s2ag, train/loss=2.120\r",
+      "Epoch 0:  83%|▊| 1544/1867 [13:59<02:55,  1.84it/s, v_num=s2ag, train/loss=3.050"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1545/1867 [13:59<02:55,  1.84it/s, v_num=s2ag, train/loss=3.050\r",
+      "Epoch 0:  83%|▊| 1545/1867 [13:59<02:55,  1.84it/s, v_num=s2ag, train/loss=2.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1546/1867 [13:59<02:54,  1.84it/s, v_num=s2ag, train/loss=2.410\r",
+      "Epoch 0:  83%|▊| 1546/1867 [13:59<02:54,  1.84it/s, v_num=s2ag, train/loss=4.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1547/1867 [13:59<02:53,  1.84it/s, v_num=s2ag, train/loss=4.060\r",
+      "Epoch 0:  83%|▊| 1547/1867 [13:59<02:53,  1.84it/s, v_num=s2ag, train/loss=2.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1548/1867 [14:01<02:53,  1.84it/s, v_num=s2ag, train/loss=2.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1548/1867 [14:01<02:53,  1.84it/s, v_num=s2ag, train/loss=4.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1549/1867 [14:01<02:52,  1.84it/s, v_num=s2ag, train/loss=4.660\r",
+      "Epoch 0:  83%|▊| 1549/1867 [14:01<02:52,  1.84it/s, v_num=s2ag, train/loss=2.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1550/1867 [14:01<02:52,  1.84it/s, v_num=s2ag, train/loss=2.520\r",
+      "Epoch 0:  83%|▊| 1550/1867 [14:01<02:52,  1.84it/s, v_num=s2ag, train/loss=3.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1551/1867 [14:02<02:51,  1.84it/s, v_num=s2ag, train/loss=3.880\r",
+      "Epoch 0:  83%|▊| 1551/1867 [14:02<02:51,  1.84it/s, v_num=s2ag, train/loss=3.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1552/1867 [14:04<02:51,  1.84it/s, v_num=s2ag, train/loss=3.440\r",
+      "Epoch 0:  83%|▊| 1552/1867 [14:04<02:51,  1.84it/s, v_num=s2ag, train/loss=3.750"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1553/1867 [14:04<02:50,  1.84it/s, v_num=s2ag, train/loss=3.750\r",
+      "Epoch 0:  83%|▊| 1553/1867 [14:04<02:50,  1.84it/s, v_num=s2ag, train/loss=3.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1554/1867 [14:04<02:50,  1.84it/s, v_num=s2ag, train/loss=3.660\r",
+      "Epoch 0:  83%|▊| 1554/1867 [14:04<02:50,  1.84it/s, v_num=s2ag, train/loss=2.300"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1555/1867 [14:04<02:49,  1.84it/s, v_num=s2ag, train/loss=2.300\r",
+      "Epoch 0:  83%|▊| 1555/1867 [14:04<02:49,  1.84it/s, v_num=s2ag, train/loss=3.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1556/1867 [14:06<02:49,  1.84it/s, v_num=s2ag, train/loss=3.000\r",
+      "Epoch 0:  83%|▊| 1556/1867 [14:06<02:49,  1.84it/s, v_num=s2ag, train/loss=3.020"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1557/1867 [14:06<02:48,  1.84it/s, v_num=s2ag, train/loss=3.020\r",
+      "Epoch 0:  83%|▊| 1557/1867 [14:06<02:48,  1.84it/s, v_num=s2ag, train/loss=2.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  83%|▊| 1558/1867 [14:06<02:47,  1.84it/s, v_num=s2ag, train/loss=2.530\r",
+      "Epoch 0:  83%|▊| 1558/1867 [14:06<02:47,  1.84it/s, v_num=s2ag, train/loss=3.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1559/1867 [14:06<02:47,  1.84it/s, v_num=s2ag, train/loss=3.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1559/1867 [14:06<02:47,  1.84it/s, v_num=s2ag, train/loss=3.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1560/1867 [14:08<02:46,  1.84it/s, v_num=s2ag, train/loss=3.520\r",
+      "Epoch 0:  84%|▊| 1560/1867 [14:08<02:46,  1.84it/s, v_num=s2ag, train/loss=2.910"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1561/1867 [14:08<02:46,  1.84it/s, v_num=s2ag, train/loss=2.910\r",
+      "Epoch 0:  84%|▊| 1561/1867 [14:08<02:46,  1.84it/s, v_num=s2ag, train/loss=3.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1562/1867 [14:08<02:45,  1.84it/s, v_num=s2ag, train/loss=3.200\r",
+      "Epoch 0:  84%|▊| 1562/1867 [14:08<02:45,  1.84it/s, v_num=s2ag, train/loss=2.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1563/1867 [14:08<02:44,  1.84it/s, v_num=s2ag, train/loss=2.530\r",
+      "Epoch 0:  84%|▊| 1563/1867 [14:08<02:44,  1.84it/s, v_num=s2ag, train/loss=3.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1564/1867 [14:10<02:44,  1.84it/s, v_num=s2ag, train/loss=3.700\r",
+      "Epoch 0:  84%|▊| 1564/1867 [14:10<02:44,  1.84it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  84%|▊| 1565/1867 [14:10<02:44,  1.84it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  84%|▊| 1565/1867 [14:10<02:44,  1.84it/s, v_num=s2ag, train/loss=3.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1566/1867 [14:10<02:43,  1.84it/s, v_num=s2ag, train/loss=3.060\r",
+      "Epoch 0:  84%|▊| 1566/1867 [14:10<02:43,  1.84it/s, v_num=s2ag, train/loss=4.250"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1567/1867 [14:10<02:42,  1.84it/s, v_num=s2ag, train/loss=4.250\r",
+      "Epoch 0:  84%|▊| 1567/1867 [14:10<02:42,  1.84it/s, v_num=s2ag, train/loss=0.980"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1568/1867 [14:12<02:42,  1.84it/s, v_num=s2ag, train/loss=0.980\r",
+      "Epoch 0:  84%|▊| 1568/1867 [14:12<02:42,  1.84it/s, v_num=s2ag, train/loss=4.500"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1569/1867 [14:12<02:41,  1.84it/s, v_num=s2ag, train/loss=4.500\r",
+      "Epoch 0:  84%|▊| 1569/1867 [14:12<02:41,  1.84it/s, v_num=s2ag, train/loss=3.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1570/1867 [14:12<02:41,  1.84it/s, v_num=s2ag, train/loss=3.340\r",
+      "Epoch 0:  84%|▊| 1570/1867 [14:12<02:41,  1.84it/s, v_num=s2ag, train/loss=2.750"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1571/1867 [14:12<02:40,  1.84it/s, v_num=s2ag, train/loss=2.750\r",
+      "Epoch 0:  84%|▊| 1571/1867 [14:12<02:40,  1.84it/s, v_num=s2ag, train/loss=2.330"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1572/1867 [14:14<02:40,  1.84it/s, v_num=s2ag, train/loss=2.330\r",
+      "Epoch 0:  84%|▊| 1572/1867 [14:14<02:40,  1.84it/s, v_num=s2ag, train/loss=3.980"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1573/1867 [14:14<02:39,  1.84it/s, v_num=s2ag, train/loss=3.980\r",
+      "Epoch 0:  84%|▊| 1573/1867 [14:14<02:39,  1.84it/s, v_num=s2ag, train/loss=3.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1574/1867 [14:14<02:39,  1.84it/s, v_num=s2ag, train/loss=3.860\r",
+      "Epoch 0:  84%|▊| 1574/1867 [14:14<02:39,  1.84it/s, v_num=s2ag, train/loss=3.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1575/1867 [14:14<02:38,  1.84it/s, v_num=s2ag, train/loss=3.470\r",
+      "Epoch 0:  84%|▊| 1575/1867 [14:14<02:38,  1.84it/s, v_num=s2ag, train/loss=3.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1576/1867 [14:16<02:38,  1.84it/s, v_num=s2ag, train/loss=3.470\r",
+      "Epoch 0:  84%|▊| 1576/1867 [14:16<02:38,  1.84it/s, v_num=s2ag, train/loss=3.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  84%|▊| 1577/1867 [14:16<02:37,  1.84it/s, v_num=s2ag, train/loss=3.810\r",
+      "Epoch 0:  84%|▊| 1577/1867 [14:16<02:37,  1.84it/s, v_num=s2ag, train/loss=4.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1578/1867 [14:16<02:36,  1.84it/s, v_num=s2ag, train/loss=4.470\r",
+      "Epoch 0:  85%|▊| 1578/1867 [14:16<02:36,  1.84it/s, v_num=s2ag, train/loss=4.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1579/1867 [14:16<02:36,  1.84it/s, v_num=s2ag, train/loss=4.470\r",
+      "Epoch 0:  85%|▊| 1579/1867 [14:16<02:36,  1.84it/s, v_num=s2ag, train/loss=2.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1580/1867 [14:18<02:35,  1.84it/s, v_num=s2ag, train/loss=2.470\r",
+      "Epoch 0:  85%|▊| 1580/1867 [14:18<02:35,  1.84it/s, v_num=s2ag, train/loss=3.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1581/1867 [14:18<02:35,  1.84it/s, v_num=s2ag, train/loss=3.860\r",
+      "Epoch 0:  85%|▊| 1581/1867 [14:18<02:35,  1.84it/s, v_num=s2ag, train/loss=3.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1582/1867 [14:18<02:34,  1.84it/s, v_num=s2ag, train/loss=3.970\r",
+      "Epoch 0:  85%|▊| 1582/1867 [14:18<02:34,  1.84it/s, v_num=s2ag, train/loss=4.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1583/1867 [14:18<02:34,  1.84it/s, v_num=s2ag, train/loss=4.530\r",
+      "Epoch 0:  85%|▊| 1583/1867 [14:18<02:34,  1.84it/s, v_num=s2ag, train/loss=1.400"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1584/1867 [14:20<02:33,  1.84it/s, v_num=s2ag, train/loss=1.400\r",
+      "Epoch 0:  85%|▊| 1584/1867 [14:20<02:33,  1.84it/s, v_num=s2ag, train/loss=4.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1585/1867 [14:20<02:33,  1.84it/s, v_num=s2ag, train/loss=4.590\r",
+      "Epoch 0:  85%|▊| 1585/1867 [14:20<02:33,  1.84it/s, v_num=s2ag, train/loss=3.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1586/1867 [14:20<02:32,  1.84it/s, v_num=s2ag, train/loss=3.450\r",
+      "Epoch 0:  85%|▊| 1586/1867 [14:20<02:32,  1.84it/s, v_num=s2ag, train/loss=4.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1587/1867 [14:20<02:31,  1.84it/s, v_num=s2ag, train/loss=4.090\r",
+      "Epoch 0:  85%|▊| 1587/1867 [14:20<02:31,  1.84it/s, v_num=s2ag, train/loss=1.430"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1588/1867 [14:22<02:31,  1.84it/s, v_num=s2ag, train/loss=1.430\r",
+      "Epoch 0:  85%|▊| 1588/1867 [14:22<02:31,  1.84it/s, v_num=s2ag, train/loss=2.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1589/1867 [14:22<02:30,  1.84it/s, v_num=s2ag, train/loss=2.480\r",
+      "Epoch 0:  85%|▊| 1589/1867 [14:22<02:30,  1.84it/s, v_num=s2ag, train/loss=3.980"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1590/1867 [14:22<02:30,  1.84it/s, v_num=s2ag, train/loss=3.980\r",
+      "Epoch 0:  85%|▊| 1590/1867 [14:22<02:30,  1.84it/s, v_num=s2ag, train/loss=3.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1591/1867 [14:22<02:29,  1.84it/s, v_num=s2ag, train/loss=3.340\r",
+      "Epoch 0:  85%|▊| 1591/1867 [14:22<02:29,  1.84it/s, v_num=s2ag, train/loss=3.420"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1592/1867 [14:24<02:29,  1.84it/s, v_num=s2ag, train/loss=3.420\r",
+      "Epoch 0:  85%|▊| 1592/1867 [14:24<02:29,  1.84it/s, v_num=s2ag, train/loss=3.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1593/1867 [14:24<02:28,  1.84it/s, v_num=s2ag, train/loss=3.160\r",
+      "Epoch 0:  85%|▊| 1593/1867 [14:24<02:28,  1.84it/s, v_num=s2ag, train/loss=1.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1594/1867 [14:24<02:28,  1.84it/s, v_num=s2ag, train/loss=1.660\r",
+      "Epoch 0:  85%|▊| 1594/1867 [14:24<02:28,  1.84it/s, v_num=s2ag, train/loss=3.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1595/1867 [14:24<02:27,  1.85it/s, v_num=s2ag, train/loss=3.560\r",
+      "Epoch 0:  85%|▊| 1595/1867 [14:24<02:27,  1.85it/s, v_num=s2ag, train/loss=3.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  85%|▊| 1596/1867 [14:26<02:27,  1.84it/s, v_num=s2ag, train/loss=3.940\r",
+      "Epoch 0:  85%|▊| 1596/1867 [14:26<02:27,  1.84it/s, v_num=s2ag, train/loss=2.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1597/1867 [14:26<02:26,  1.84it/s, v_num=s2ag, train/loss=2.690\r",
+      "Epoch 0:  86%|▊| 1597/1867 [14:26<02:26,  1.84it/s, v_num=s2ag, train/loss=3.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1598/1867 [14:26<02:25,  1.84it/s, v_num=s2ag, train/loss=3.690\r",
+      "Epoch 0:  86%|▊| 1598/1867 [14:26<02:25,  1.84it/s, v_num=s2ag, train/loss=2.770"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1599/1867 [14:26<02:25,  1.85it/s, v_num=s2ag, train/loss=2.770\r",
+      "Epoch 0:  86%|▊| 1599/1867 [14:26<02:25,  1.85it/s, v_num=s2ag, train/loss=3.050"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1600/1867 [14:28<02:24,  1.84it/s, v_num=s2ag, train/loss=3.050\r",
+      "Epoch 0:  86%|▊| 1600/1867 [14:28<02:24,  1.84it/s, v_num=s2ag, train/loss=3.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1601/1867 [14:28<02:24,  1.84it/s, v_num=s2ag, train/loss=3.380\r",
+      "Epoch 0:  86%|▊| 1601/1867 [14:28<02:24,  1.84it/s, v_num=s2ag, train/loss=2.890"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1602/1867 [14:28<02:23,  1.84it/s, v_num=s2ag, train/loss=2.890\r",
+      "Epoch 0:  86%|▊| 1602/1867 [14:28<02:23,  1.84it/s, v_num=s2ag, train/loss=3.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1603/1867 [14:28<02:23,  1.85it/s, v_num=s2ag, train/loss=3.590\r",
+      "Epoch 0:  86%|▊| 1603/1867 [14:28<02:23,  1.85it/s, v_num=s2ag, train/loss=2.050"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1604/1867 [14:30<02:22,  1.84it/s, v_num=s2ag, train/loss=2.050\r",
+      "Epoch 0:  86%|▊| 1604/1867 [14:30<02:22,  1.84it/s, v_num=s2ag, train/loss=3.170"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1605/1867 [14:30<02:22,  1.84it/s, v_num=s2ag, train/loss=3.170\r",
+      "Epoch 0:  86%|▊| 1605/1867 [14:30<02:22,  1.84it/s, v_num=s2ag, train/loss=1.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1606/1867 [14:30<02:21,  1.84it/s, v_num=s2ag, train/loss=1.620\r",
+      "Epoch 0:  86%|▊| 1606/1867 [14:30<02:21,  1.84it/s, v_num=s2ag, train/loss=3.420"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1607/1867 [14:30<02:20,  1.85it/s, v_num=s2ag, train/loss=3.420\r",
+      "Epoch 0:  86%|▊| 1607/1867 [14:30<02:20,  1.85it/s, v_num=s2ag, train/loss=2.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1608/1867 [14:33<02:20,  1.84it/s, v_num=s2ag, train/loss=2.410\r",
+      "Epoch 0:  86%|▊| 1608/1867 [14:33<02:20,  1.84it/s, v_num=s2ag, train/loss=2.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1609/1867 [14:33<02:20,  1.84it/s, v_num=s2ag, train/loss=2.280\r",
+      "Epoch 0:  86%|▊| 1609/1867 [14:33<02:20,  1.84it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1610/1867 [14:33<02:19,  1.84it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  86%|▊| 1610/1867 [14:33<02:19,  1.84it/s, v_num=s2ag, train/loss=2.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1611/1867 [14:33<02:18,  1.84it/s, v_num=s2ag, train/loss=2.690\r",
+      "Epoch 0:  86%|▊| 1611/1867 [14:33<02:18,  1.84it/s, v_num=s2ag, train/loss=3.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1612/1867 [14:35<02:18,  1.84it/s, v_num=s2ag, train/loss=3.280\r",
+      "Epoch 0:  86%|▊| 1612/1867 [14:35<02:18,  1.84it/s, v_num=s2ag, train/loss=3.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1613/1867 [14:35<02:17,  1.84it/s, v_num=s2ag, train/loss=3.000\r",
+      "Epoch 0:  86%|▊| 1613/1867 [14:35<02:17,  1.84it/s, v_num=s2ag, train/loss=4.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  86%|▊| 1614/1867 [14:35<02:17,  1.84it/s, v_num=s2ag, train/loss=4.410\r",
+      "Epoch 0:  86%|▊| 1614/1867 [14:35<02:17,  1.84it/s, v_num=s2ag, train/loss=3.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1615/1867 [14:35<02:16,  1.84it/s, v_num=s2ag, train/loss=3.200\r",
+      "Epoch 0:  87%|▊| 1615/1867 [14:35<02:16,  1.84it/s, v_num=s2ag, train/loss=3.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1616/1867 [14:37<02:16,  1.84it/s, v_num=s2ag, train/loss=3.700\r",
+      "Epoch 0:  87%|▊| 1616/1867 [14:37<02:16,  1.84it/s, v_num=s2ag, train/loss=2.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1617/1867 [14:37<02:15,  1.84it/s, v_num=s2ag, train/loss=2.880\r",
+      "Epoch 0:  87%|▊| 1617/1867 [14:37<02:15,  1.84it/s, v_num=s2ag, train/loss=3.420"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1618/1867 [14:37<02:15,  1.84it/s, v_num=s2ag, train/loss=3.420\r",
+      "Epoch 0:  87%|▊| 1618/1867 [14:37<02:15,  1.84it/s, v_num=s2ag, train/loss=3.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1619/1867 [14:37<02:14,  1.84it/s, v_num=s2ag, train/loss=3.190\r",
+      "Epoch 0:  87%|▊| 1619/1867 [14:37<02:14,  1.84it/s, v_num=s2ag, train/loss=5.250"
+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1620/1867 [14:39<02:14,  1.84it/s, v_num=s2ag, train/loss=5.250\r",
+      "Epoch 0:  87%|▊| 1620/1867 [14:39<02:14,  1.84it/s, v_num=s2ag, train/loss=3.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1621/1867 [14:39<02:13,  1.84it/s, v_num=s2ag, train/loss=3.560\r",
+      "Epoch 0:  87%|▊| 1621/1867 [14:39<02:13,  1.84it/s, v_num=s2ag, train/loss=3.420"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1622/1867 [14:39<02:12,  1.84it/s, v_num=s2ag, train/loss=3.420\r",
+      "Epoch 0:  87%|▊| 1622/1867 [14:39<02:12,  1.84it/s, v_num=s2ag, train/loss=1.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1623/1867 [14:39<02:12,  1.84it/s, v_num=s2ag, train/loss=1.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1623/1867 [14:39<02:12,  1.84it/s, v_num=s2ag, train/loss=3.890"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1624/1867 [14:41<02:11,  1.84it/s, v_num=s2ag, train/loss=3.890\r",
+      "Epoch 0:  87%|▊| 1624/1867 [14:41<02:11,  1.84it/s, v_num=s2ag, train/loss=4.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1625/1867 [14:41<02:11,  1.84it/s, v_num=s2ag, train/loss=4.380\r",
+      "Epoch 0:  87%|▊| 1625/1867 [14:41<02:11,  1.84it/s, v_num=s2ag, train/loss=3.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1626/1867 [14:41<02:10,  1.84it/s, v_num=s2ag, train/loss=3.560\r",
+      "Epoch 0:  87%|▊| 1626/1867 [14:41<02:10,  1.84it/s, v_num=s2ag, train/loss=4.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1627/1867 [14:41<02:10,  1.84it/s, v_num=s2ag, train/loss=4.880\r",
+      "Epoch 0:  87%|▊| 1627/1867 [14:41<02:10,  1.84it/s, v_num=s2ag, train/loss=3.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1628/1867 [14:43<02:09,  1.84it/s, v_num=s2ag, train/loss=3.780\r",
+      "Epoch 0:  87%|▊| 1628/1867 [14:43<02:09,  1.84it/s, v_num=s2ag, train/loss=2.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1629/1867 [14:43<02:09,  1.84it/s, v_num=s2ag, train/loss=2.950\r",
+      "Epoch 0:  87%|▊| 1629/1867 [14:43<02:09,  1.84it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1630/1867 [14:43<02:08,  1.84it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  87%|▊| 1630/1867 [14:43<02:08,  1.84it/s, v_num=s2ag, train/loss=2.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1631/1867 [14:43<02:07,  1.85it/s, v_num=s2ag, train/loss=2.450\r",
+      "Epoch 0:  87%|▊| 1631/1867 [14:43<02:07,  1.85it/s, v_num=s2ag, train/loss=3.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1632/1867 [14:45<02:07,  1.84it/s, v_num=s2ag, train/loss=3.690\r",
+      "Epoch 0:  87%|▊| 1632/1867 [14:45<02:07,  1.84it/s, v_num=s2ag, train/loss=2.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  87%|▊| 1633/1867 [14:45<02:06,  1.84it/s, v_num=s2ag, train/loss=2.880\r",
+      "Epoch 0:  87%|▊| 1633/1867 [14:45<02:06,  1.84it/s, v_num=s2ag, train/loss=2.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1634/1867 [14:45<02:06,  1.84it/s, v_num=s2ag, train/loss=2.480\r",
+      "Epoch 0:  88%|▉| 1634/1867 [14:45<02:06,  1.84it/s, v_num=s2ag, train/loss=4.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1635/1867 [14:45<02:05,  1.85it/s, v_num=s2ag, train/loss=4.060\r",
+      "Epoch 0:  88%|▉| 1635/1867 [14:45<02:05,  1.85it/s, v_num=s2ag, train/loss=3.720"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1636/1867 [14:47<02:05,  1.84it/s, v_num=s2ag, train/loss=3.720\r",
+      "Epoch 0:  88%|▉| 1636/1867 [14:47<02:05,  1.84it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1637/1867 [14:47<02:04,  1.84it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  88%|▉| 1637/1867 [14:47<02:04,  1.84it/s, v_num=s2ag, train/loss=2.920"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1638/1867 [14:47<02:04,  1.84it/s, v_num=s2ag, train/loss=2.920\r",
+      "Epoch 0:  88%|▉| 1638/1867 [14:47<02:04,  1.84it/s, v_num=s2ag, train/loss=4.720"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1639/1867 [14:47<02:03,  1.85it/s, v_num=s2ag, train/loss=4.720\r",
+      "Epoch 0:  88%|▉| 1639/1867 [14:47<02:03,  1.85it/s, v_num=s2ag, train/loss=2.020"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1640/1867 [14:49<02:03,  1.84it/s, v_num=s2ag, train/loss=2.020\r",
+      "Epoch 0:  88%|▉| 1640/1867 [14:49<02:03,  1.84it/s, v_num=s2ag, train/loss=3.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1641/1867 [14:49<02:02,  1.84it/s, v_num=s2ag, train/loss=3.140\r",
+      "Epoch 0:  88%|▉| 1641/1867 [14:49<02:02,  1.84it/s, v_num=s2ag, train/loss=2.420"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1642/1867 [14:49<02:01,  1.85it/s, v_num=s2ag, train/loss=2.420\r",
+      "Epoch 0:  88%|▉| 1642/1867 [14:49<02:01,  1.85it/s, v_num=s2ag, train/loss=3.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1643/1867 [14:49<02:01,  1.85it/s, v_num=s2ag, train/loss=3.000\r",
+      "Epoch 0:  88%|▉| 1643/1867 [14:49<02:01,  1.85it/s, v_num=s2ag, train/loss=1.900"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1644/1867 [14:51<02:00,  1.84it/s, v_num=s2ag, train/loss=1.900\r",
+      "Epoch 0:  88%|▉| 1644/1867 [14:51<02:00,  1.84it/s, v_num=s2ag, train/loss=3.110"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1645/1867 [14:51<02:00,  1.84it/s, v_num=s2ag, train/loss=3.110\r",
+      "Epoch 0:  88%|▉| 1645/1867 [14:51<02:00,  1.84it/s, v_num=s2ag, train/loss=1.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1646/1867 [14:51<01:59,  1.85it/s, v_num=s2ag, train/loss=1.380\r",
+      "Epoch 0:  88%|▉| 1646/1867 [14:51<01:59,  1.85it/s, v_num=s2ag, train/loss=3.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1647/1867 [14:51<01:59,  1.85it/s, v_num=s2ag, train/loss=3.440\r",
+      "Epoch 0:  88%|▉| 1647/1867 [14:51<01:59,  1.85it/s, v_num=s2ag, train/loss=4.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1648/1867 [14:53<01:58,  1.84it/s, v_num=s2ag, train/loss=4.810\r",
+      "Epoch 0:  88%|▉| 1648/1867 [14:53<01:58,  1.84it/s, v_num=s2ag, train/loss=3.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1649/1867 [14:53<01:58,  1.84it/s, v_num=s2ag, train/loss=3.840\r",
+      "Epoch 0:  88%|▉| 1649/1867 [14:53<01:58,  1.84it/s, v_num=s2ag, train/loss=3.270"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1650/1867 [14:53<01:57,  1.85it/s, v_num=s2ag, train/loss=3.270\r",
+      "Epoch 0:  88%|▉| 1650/1867 [14:53<01:57,  1.85it/s, v_num=s2ag, train/loss=1.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1651/1867 [14:53<01:56,  1.85it/s, v_num=s2ag, train/loss=1.970\r",
+      "Epoch 0:  88%|▉| 1651/1867 [14:53<01:56,  1.85it/s, v_num=s2ag, train/loss=3.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  88%|▉| 1652/1867 [14:55<01:56,  1.84it/s, v_num=s2ag, train/loss=3.530\r",
+      "Epoch 0:  88%|▉| 1652/1867 [14:55<01:56,  1.84it/s, v_num=s2ag, train/loss=4.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1653/1867 [14:55<01:55,  1.85it/s, v_num=s2ag, train/loss=4.380\r",
+      "Epoch 0:  89%|▉| 1653/1867 [14:55<01:55,  1.85it/s, v_num=s2ag, train/loss=2.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1654/1867 [14:55<01:55,  1.85it/s, v_num=s2ag, train/loss=2.730\r",
+      "Epoch 0:  89%|▉| 1654/1867 [14:55<01:55,  1.85it/s, v_num=s2ag, train/loss=3.050"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1655/1867 [14:55<01:54,  1.85it/s, v_num=s2ag, train/loss=3.050\r",
+      "Epoch 0:  89%|▉| 1655/1867 [14:55<01:54,  1.85it/s, v_num=s2ag, train/loss=6.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1656/1867 [14:57<01:54,  1.84it/s, v_num=s2ag, train/loss=6.090\r",
+      "Epoch 0:  89%|▉| 1656/1867 [14:57<01:54,  1.84it/s, v_num=s2ag, train/loss=4.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1657/1867 [14:57<01:53,  1.85it/s, v_num=s2ag, train/loss=4.220\r",
+      "Epoch 0:  89%|▉| 1657/1867 [14:57<01:53,  1.85it/s, v_num=s2ag, train/loss=4.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1658/1867 [14:57<01:53,  1.85it/s, v_num=s2ag, train/loss=4.090\r",
+      "Epoch 0:  89%|▉| 1658/1867 [14:57<01:53,  1.85it/s, v_num=s2ag, train/loss=3.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1659/1867 [14:57<01:52,  1.85it/s, v_num=s2ag, train/loss=3.160\r",
+      "Epoch 0:  89%|▉| 1659/1867 [14:57<01:52,  1.85it/s, v_num=s2ag, train/loss=3.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1660/1867 [14:59<01:52,  1.85it/s, v_num=s2ag, train/loss=3.220\r",
+      "Epoch 0:  89%|▉| 1660/1867 [14:59<01:52,  1.85it/s, v_num=s2ag, train/loss=3.390"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1661/1867 [14:59<01:51,  1.85it/s, v_num=s2ag, train/loss=3.390\r",
+      "Epoch 0:  89%|▉| 1661/1867 [14:59<01:51,  1.85it/s, v_num=s2ag, train/loss=2.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1662/1867 [14:59<01:50,  1.85it/s, v_num=s2ag, train/loss=2.840\r",
+      "Epoch 0:  89%|▉| 1662/1867 [14:59<01:50,  1.85it/s, v_num=s2ag, train/loss=4.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1663/1867 [14:59<01:50,  1.85it/s, v_num=s2ag, train/loss=4.940\r",
+      "Epoch 0:  89%|▉| 1663/1867 [14:59<01:50,  1.85it/s, v_num=s2ag, train/loss=3.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1664/1867 [15:01<01:49,  1.85it/s, v_num=s2ag, train/loss=3.700\r",
+      "Epoch 0:  89%|▉| 1664/1867 [15:01<01:49,  1.85it/s, v_num=s2ag, train/loss=4.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1665/1867 [15:01<01:49,  1.85it/s, v_num=s2ag, train/loss=4.530\r",
+      "Epoch 0:  89%|▉| 1665/1867 [15:01<01:49,  1.85it/s, v_num=s2ag, train/loss=1.550"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1666/1867 [15:01<01:48,  1.85it/s, v_num=s2ag, train/loss=1.550\r",
+      "Epoch 0:  89%|▉| 1666/1867 [15:01<01:48,  1.85it/s, v_num=s2ag, train/loss=3.750"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1667/1867 [15:01<01:48,  1.85it/s, v_num=s2ag, train/loss=3.750\r",
+      "Epoch 0:  89%|▉| 1667/1867 [15:01<01:48,  1.85it/s, v_num=s2ag, train/loss=3.610"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1668/1867 [15:03<01:47,  1.85it/s, v_num=s2ag, train/loss=3.610\r",
+      "Epoch 0:  89%|▉| 1668/1867 [15:03<01:47,  1.85it/s, v_num=s2ag, train/loss=3.270"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1669/1867 [15:03<01:47,  1.85it/s, v_num=s2ag, train/loss=3.270\r",
+      "Epoch 0:  89%|▉| 1669/1867 [15:03<01:47,  1.85it/s, v_num=s2ag, train/loss=4.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  89%|▉| 1670/1867 [15:03<01:46,  1.85it/s, v_num=s2ag, train/loss=4.280\r",
+      "Epoch 0:  89%|▉| 1670/1867 [15:03<01:46,  1.85it/s, v_num=s2ag, train/loss=3.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1671/1867 [15:03<01:46,  1.85it/s, v_num=s2ag, train/loss=3.120\r",
+      "Epoch 0:  90%|▉| 1671/1867 [15:03<01:46,  1.85it/s, v_num=s2ag, train/loss=2.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1672/1867 [15:05<01:45,  1.85it/s, v_num=s2ag, train/loss=2.660\r",
+      "Epoch 0:  90%|▉| 1672/1867 [15:05<01:45,  1.85it/s, v_num=s2ag, train/loss=4.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1673/1867 [15:05<01:45,  1.85it/s, v_num=s2ag, train/loss=4.970\r",
+      "Epoch 0:  90%|▉| 1673/1867 [15:05<01:45,  1.85it/s, v_num=s2ag, train/loss=2.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1674/1867 [15:05<01:44,  1.85it/s, v_num=s2ag, train/loss=2.690\r",
+      "Epoch 0:  90%|▉| 1674/1867 [15:05<01:44,  1.85it/s, v_num=s2ag, train/loss=3.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1675/1867 [15:05<01:43,  1.85it/s, v_num=s2ag, train/loss=3.380\r",
+      "Epoch 0:  90%|▉| 1675/1867 [15:05<01:43,  1.85it/s, v_num=s2ag, train/loss=3.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1676/1867 [15:07<01:43,  1.85it/s, v_num=s2ag, train/loss=3.340\r",
+      "Epoch 0:  90%|▉| 1676/1867 [15:07<01:43,  1.85it/s, v_num=s2ag, train/loss=4.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1677/1867 [15:07<01:42,  1.85it/s, v_num=s2ag, train/loss=4.190\r",
+      "Epoch 0:  90%|▉| 1677/1867 [15:07<01:42,  1.85it/s, v_num=s2ag, train/loss=2.250"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1678/1867 [15:07<01:42,  1.85it/s, v_num=s2ag, train/loss=2.250\r",
+      "Epoch 0:  90%|▉| 1678/1867 [15:07<01:42,  1.85it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1679/1867 [15:07<01:41,  1.85it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0:  90%|▉| 1679/1867 [15:07<01:41,  1.85it/s, v_num=s2ag, train/loss=3.500"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1680/1867 [15:09<01:41,  1.85it/s, v_num=s2ag, train/loss=3.500\r",
+      "Epoch 0:  90%|▉| 1680/1867 [15:09<01:41,  1.85it/s, v_num=s2ag, train/loss=2.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1681/1867 [15:09<01:40,  1.85it/s, v_num=s2ag, train/loss=2.660\r",
+      "Epoch 0:  90%|▉| 1681/1867 [15:09<01:40,  1.85it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1682/1867 [15:09<01:40,  1.85it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  90%|▉| 1682/1867 [15:09<01:40,  1.85it/s, v_num=s2ag, train/loss=2.830"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1683/1867 [15:09<01:39,  1.85it/s, v_num=s2ag, train/loss=2.830\r",
+      "Epoch 0:  90%|▉| 1683/1867 [15:09<01:39,  1.85it/s, v_num=s2ag, train/loss=3.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1684/1867 [15:11<01:39,  1.85it/s, v_num=s2ag, train/loss=3.560\r",
+      "Epoch 0:  90%|▉| 1684/1867 [15:11<01:39,  1.85it/s, v_num=s2ag, train/loss=3.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1685/1867 [15:11<01:38,  1.85it/s, v_num=s2ag, train/loss=3.280\r",
+      "Epoch 0:  90%|▉| 1685/1867 [15:11<01:38,  1.85it/s, v_num=s2ag, train/loss=3.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1686/1867 [15:11<01:37,  1.85it/s, v_num=s2ag, train/loss=3.190\r",
+      "Epoch 0:  90%|▉| 1686/1867 [15:11<01:37,  1.85it/s, v_num=s2ag, train/loss=4.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1687/1867 [15:11<01:37,  1.85it/s, v_num=s2ag, train/loss=4.470\r",
+      "Epoch 0:  90%|▉| 1687/1867 [15:11<01:37,  1.85it/s, v_num=s2ag, train/loss=0.973"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1688/1867 [15:13<01:36,  1.85it/s, v_num=s2ag, train/loss=0.973\r",
+      "Epoch 0:  90%|▉| 1688/1867 [15:13<01:36,  1.85it/s, v_num=s2ag, train/loss=3.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  90%|▉| 1689/1867 [15:13<01:36,  1.85it/s, v_num=s2ag, train/loss=3.590\r",
+      "Epoch 0:  90%|▉| 1689/1867 [15:13<01:36,  1.85it/s, v_num=s2ag, train/loss=2.720"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1690/1867 [15:13<01:35,  1.85it/s, v_num=s2ag, train/loss=2.720\r",
+      "Epoch 0:  91%|▉| 1690/1867 [15:13<01:35,  1.85it/s, v_num=s2ag, train/loss=2.050"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1691/1867 [15:13<01:35,  1.85it/s, v_num=s2ag, train/loss=2.050\r",
+      "Epoch 0:  91%|▉| 1691/1867 [15:13<01:35,  1.85it/s, v_num=s2ag, train/loss=3.050"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1692/1867 [15:15<01:34,  1.85it/s, v_num=s2ag, train/loss=3.050\r",
+      "Epoch 0:  91%|▉| 1692/1867 [15:15<01:34,  1.85it/s, v_num=s2ag, train/loss=4.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1693/1867 [15:15<01:34,  1.85it/s, v_num=s2ag, train/loss=4.880\r",
+      "Epoch 0:  91%|▉| 1693/1867 [15:15<01:34,  1.85it/s, v_num=s2ag, train/loss=2.890"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1694/1867 [15:15<01:33,  1.85it/s, v_num=s2ag, train/loss=2.890\r",
+      "Epoch 0:  91%|▉| 1694/1867 [15:15<01:33,  1.85it/s, v_num=s2ag, train/loss=4.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1695/1867 [15:15<01:32,  1.85it/s, v_num=s2ag, train/loss=4.310\r",
+      "Epoch 0:  91%|▉| 1695/1867 [15:15<01:32,  1.85it/s, v_num=s2ag, train/loss=3.640"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1696/1867 [15:17<01:32,  1.85it/s, v_num=s2ag, train/loss=3.640\r",
+      "Epoch 0:  91%|▉| 1696/1867 [15:17<01:32,  1.85it/s, v_num=s2ag, train/loss=1.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1697/1867 [15:17<01:31,  1.85it/s, v_num=s2ag, train/loss=1.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1697/1867 [15:17<01:31,  1.85it/s, v_num=s2ag, train/loss=3.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1698/1867 [15:17<01:31,  1.85it/s, v_num=s2ag, train/loss=3.530\r",
+      "Epoch 0:  91%|▉| 1698/1867 [15:17<01:31,  1.85it/s, v_num=s2ag, train/loss=2.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1699/1867 [15:17<01:30,  1.85it/s, v_num=s2ag, train/loss=2.730\r",
+      "Epoch 0:  91%|▉| 1699/1867 [15:17<01:30,  1.85it/s, v_num=s2ag, train/loss=1.680"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1700/1867 [15:19<01:30,  1.85it/s, v_num=s2ag, train/loss=1.680\r",
+      "Epoch 0:  91%|▉| 1700/1867 [15:19<01:30,  1.85it/s, v_num=s2ag, train/loss=3.080"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1701/1867 [15:19<01:29,  1.85it/s, v_num=s2ag, train/loss=3.080\r",
+      "Epoch 0:  91%|▉| 1701/1867 [15:19<01:29,  1.85it/s, v_num=s2ag, train/loss=3.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1702/1867 [15:19<01:29,  1.85it/s, v_num=s2ag, train/loss=3.940\r",
+      "Epoch 0:  91%|▉| 1702/1867 [15:19<01:29,  1.85it/s, v_num=s2ag, train/loss=4.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1703/1867 [15:19<01:28,  1.85it/s, v_num=s2ag, train/loss=4.380\r",
+      "Epoch 0:  91%|▉| 1703/1867 [15:19<01:28,  1.85it/s, v_num=s2ag, train/loss=2.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1704/1867 [15:21<01:28,  1.85it/s, v_num=s2ag, train/loss=2.030\r",
+      "Epoch 0:  91%|▉| 1704/1867 [15:21<01:28,  1.85it/s, v_num=s2ag, train/loss=2.450"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1705/1867 [15:21<01:27,  1.85it/s, v_num=s2ag, train/loss=2.450\r",
+      "Epoch 0:  91%|▉| 1705/1867 [15:21<01:27,  1.85it/s, v_num=s2ag, train/loss=3.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1706/1867 [15:21<01:26,  1.85it/s, v_num=s2ag, train/loss=3.940\r",
+      "Epoch 0:  91%|▉| 1706/1867 [15:21<01:26,  1.85it/s, v_num=s2ag, train/loss=3.230"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1707/1867 [15:21<01:26,  1.85it/s, v_num=s2ag, train/loss=3.230\r",
+      "Epoch 0:  91%|▉| 1707/1867 [15:21<01:26,  1.85it/s, v_num=s2ag, train/loss=4.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  91%|▉| 1708/1867 [15:23<01:25,  1.85it/s, v_num=s2ag, train/loss=4.030\r",
+      "Epoch 0:  91%|▉| 1708/1867 [15:23<01:25,  1.85it/s, v_num=s2ag, train/loss=2.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1709/1867 [15:23<01:25,  1.85it/s, v_num=s2ag, train/loss=2.940\r",
+      "Epoch 0:  92%|▉| 1709/1867 [15:23<01:25,  1.85it/s, v_num=s2ag, train/loss=3.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1710/1867 [15:23<01:24,  1.85it/s, v_num=s2ag, train/loss=3.140\r",
+      "Epoch 0:  92%|▉| 1710/1867 [15:23<01:24,  1.85it/s, v_num=s2ag, train/loss=1.600"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1711/1867 [15:23<01:24,  1.85it/s, v_num=s2ag, train/loss=1.600\r",
+      "Epoch 0:  92%|▉| 1711/1867 [15:23<01:24,  1.85it/s, v_num=s2ag, train/loss=1.640"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1712/1867 [15:25<01:23,  1.85it/s, v_num=s2ag, train/loss=1.640\r",
+      "Epoch 0:  92%|▉| 1712/1867 [15:25<01:23,  1.85it/s, v_num=s2ag, train/loss=4.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1713/1867 [15:25<01:23,  1.85it/s, v_num=s2ag, train/loss=4.280\r",
+      "Epoch 0:  92%|▉| 1713/1867 [15:25<01:23,  1.85it/s, v_num=s2ag, train/loss=2.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1714/1867 [15:25<01:22,  1.85it/s, v_num=s2ag, train/loss=2.120\r",
+      "Epoch 0:  92%|▉| 1714/1867 [15:25<01:22,  1.85it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1715/1867 [15:25<01:22,  1.85it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  92%|▉| 1715/1867 [15:25<01:22,  1.85it/s, v_num=s2ag, train/loss=2.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1716/1867 [15:27<01:21,  1.85it/s, v_num=s2ag, train/loss=2.660\r",
+      "Epoch 0:  92%|▉| 1716/1867 [15:27<01:21,  1.85it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1717/1867 [15:27<01:21,  1.85it/s, v_num=s2ag, train/loss=4.120\r",
+      "Epoch 0:  92%|▉| 1717/1867 [15:27<01:21,  1.85it/s, v_num=s2ag, train/loss=2.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1718/1867 [15:27<01:20,  1.85it/s, v_num=s2ag, train/loss=2.940\r",
+      "Epoch 0:  92%|▉| 1718/1867 [15:27<01:20,  1.85it/s, v_num=s2ag, train/loss=2.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1719/1867 [15:27<01:19,  1.85it/s, v_num=s2ag, train/loss=2.620\r",
+      "Epoch 0:  92%|▉| 1719/1867 [15:27<01:19,  1.85it/s, v_num=s2ag, train/loss=3.420"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1720/1867 [15:29<01:19,  1.85it/s, v_num=s2ag, train/loss=3.420\r",
+      "Epoch 0:  92%|▉| 1720/1867 [15:29<01:19,  1.85it/s, v_num=s2ag, train/loss=3.390"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1721/1867 [15:29<01:18,  1.85it/s, v_num=s2ag, train/loss=3.390\r",
+      "Epoch 0:  92%|▉| 1721/1867 [15:29<01:18,  1.85it/s, v_num=s2ag, train/loss=3.620\r",
+      "Epoch 0:  92%|▉| 1722/1867 [15:29<01:18,  1.85it/s, v_num=s2ag, train/loss=3.620\r",
+      "Epoch 0:  92%|▉| 1722/1867 [15:29<01:18,  1.85it/s, v_num=s2ag, train/loss=4.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1723/1867 [15:29<01:17,  1.85it/s, v_num=s2ag, train/loss=4.220\r",
+      "Epoch 0:  92%|▉| 1723/1867 [15:29<01:17,  1.85it/s, v_num=s2ag, train/loss=4.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1724/1867 [15:31<01:17,  1.85it/s, v_num=s2ag, train/loss=4.090\r",
+      "Epoch 0:  92%|▉| 1724/1867 [15:31<01:17,  1.85it/s, v_num=s2ag, train/loss=2.170"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1725/1867 [15:31<01:16,  1.85it/s, v_num=s2ag, train/loss=2.170\r",
+      "Epoch 0:  92%|▉| 1725/1867 [15:31<01:16,  1.85it/s, v_num=s2ag, train/loss=4.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  92%|▉| 1726/1867 [15:31<01:16,  1.85it/s, v_num=s2ag, train/loss=4.220\r",
+      "Epoch 0:  92%|▉| 1726/1867 [15:31<01:16,  1.85it/s, v_num=s2ag, train/loss=0.754"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1727/1867 [15:31<01:15,  1.85it/s, v_num=s2ag, train/loss=0.754\r",
+      "Epoch 0:  93%|▉| 1727/1867 [15:31<01:15,  1.85it/s, v_num=s2ag, train/loss=4.940"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1728/1867 [15:33<01:15,  1.85it/s, v_num=s2ag, train/loss=4.940\r",
+      "Epoch 0:  93%|▉| 1728/1867 [15:33<01:15,  1.85it/s, v_num=s2ag, train/loss=2.050"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1729/1867 [15:33<01:14,  1.85it/s, v_num=s2ag, train/loss=2.050\r",
+      "Epoch 0:  93%|▉| 1729/1867 [15:33<01:14,  1.85it/s, v_num=s2ag, train/loss=3.800"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1730/1867 [15:33<01:13,  1.85it/s, v_num=s2ag, train/loss=3.800\r",
+      "Epoch 0:  93%|▉| 1730/1867 [15:33<01:13,  1.85it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1731/1867 [15:33<01:13,  1.85it/s, v_num=s2ag, train/loss=4.120\r",
+      "Epoch 0:  93%|▉| 1731/1867 [15:33<01:13,  1.85it/s, v_num=s2ag, train/loss=4.780"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1732/1867 [15:35<01:12,  1.85it/s, v_num=s2ag, train/loss=4.780\r",
+      "Epoch 0:  93%|▉| 1732/1867 [15:35<01:12,  1.85it/s, v_num=s2ag, train/loss=4.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1733/1867 [15:35<01:12,  1.85it/s, v_num=s2ag, train/loss=4.410\r",
+      "Epoch 0:  93%|▉| 1733/1867 [15:35<01:12,  1.85it/s, v_num=s2ag, train/loss=2.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1734/1867 [15:35<01:11,  1.85it/s, v_num=s2ag, train/loss=2.470\r",
+      "Epoch 0:  93%|▉| 1734/1867 [15:35<01:11,  1.85it/s, v_num=s2ag, train/loss=4.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1735/1867 [15:35<01:11,  1.85it/s, v_num=s2ag, train/loss=4.880\r",
+      "Epoch 0:  93%|▉| 1735/1867 [15:35<01:11,  1.85it/s, v_num=s2ag, train/loss=2.980"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1736/1867 [15:37<01:10,  1.85it/s, v_num=s2ag, train/loss=2.980\r",
+      "Epoch 0:  93%|▉| 1736/1867 [15:37<01:10,  1.85it/s, v_num=s2ag, train/loss=3.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1737/1867 [15:37<01:10,  1.85it/s, v_num=s2ag, train/loss=3.880\r",
+      "Epoch 0:  93%|▉| 1737/1867 [15:37<01:10,  1.85it/s, v_num=s2ag, train/loss=3.610"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1738/1867 [15:37<01:09,  1.85it/s, v_num=s2ag, train/loss=3.610\r",
+      "Epoch 0:  93%|▉| 1738/1867 [15:37<01:09,  1.85it/s, v_num=s2ag, train/loss=4.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1739/1867 [15:37<01:09,  1.85it/s, v_num=s2ag, train/loss=4.220\r",
+      "Epoch 0:  93%|▉| 1739/1867 [15:37<01:09,  1.85it/s, v_num=s2ag, train/loss=2.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1740/1867 [15:39<01:08,  1.85it/s, v_num=s2ag, train/loss=2.950\r",
+      "Epoch 0:  93%|▉| 1740/1867 [15:39<01:08,  1.85it/s, v_num=s2ag, train/loss=3.250"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1741/1867 [15:39<01:08,  1.85it/s, v_num=s2ag, train/loss=3.250\r",
+      "Epoch 0:  93%|▉| 1741/1867 [15:39<01:08,  1.85it/s, v_num=s2ag, train/loss=2.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1742/1867 [15:39<01:07,  1.85it/s, v_num=s2ag, train/loss=2.620\r",
+      "Epoch 0:  93%|▉| 1742/1867 [15:39<01:07,  1.85it/s, v_num=s2ag, train/loss=1.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1743/1867 [15:39<01:06,  1.85it/s, v_num=s2ag, train/loss=1.380\r",
+      "Epoch 0:  93%|▉| 1743/1867 [15:39<01:06,  1.85it/s, v_num=s2ag, train/loss=2.300"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1744/1867 [15:41<01:06,  1.85it/s, v_num=s2ag, train/loss=2.300\r",
+      "Epoch 0:  93%|▉| 1744/1867 [15:41<01:06,  1.85it/s, v_num=s2ag, train/loss=1.920"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  93%|▉| 1745/1867 [15:41<01:05,  1.85it/s, v_num=s2ag, train/loss=1.920\r",
+      "Epoch 0:  93%|▉| 1745/1867 [15:41<01:05,  1.85it/s, v_num=s2ag, train/loss=3.580"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1746/1867 [15:41<01:05,  1.85it/s, v_num=s2ag, train/loss=3.580\r",
+      "Epoch 0:  94%|▉| 1746/1867 [15:41<01:05,  1.85it/s, v_num=s2ag, train/loss=3.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1747/1867 [15:41<01:04,  1.86it/s, v_num=s2ag, train/loss=3.470\r",
+      "Epoch 0:  94%|▉| 1747/1867 [15:41<01:04,  1.86it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1748/1867 [15:43<01:04,  1.85it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  94%|▉| 1748/1867 [15:43<01:04,  1.85it/s, v_num=s2ag, train/loss=3.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1749/1867 [15:43<01:03,  1.85it/s, v_num=s2ag, train/loss=3.670\r",
+      "Epoch 0:  94%|▉| 1749/1867 [15:43<01:03,  1.85it/s, v_num=s2ag, train/loss=2.720"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1750/1867 [15:43<01:03,  1.85it/s, v_num=s2ag, train/loss=2.720\r",
+      "Epoch 0:  94%|▉| 1750/1867 [15:43<01:03,  1.85it/s, v_num=s2ag, train/loss=4.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1751/1867 [15:43<01:02,  1.86it/s, v_num=s2ag, train/loss=4.470\r",
+      "Epoch 0:  94%|▉| 1751/1867 [15:43<01:02,  1.86it/s, v_num=s2ag, train/loss=3.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1752/1867 [15:45<01:02,  1.85it/s, v_num=s2ag, train/loss=3.220\r",
+      "Epoch 0:  94%|▉| 1752/1867 [15:45<01:02,  1.85it/s, v_num=s2ag, train/loss=2.970"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1753/1867 [15:45<01:01,  1.85it/s, v_num=s2ag, train/loss=2.970\r",
+      "Epoch 0:  94%|▉| 1753/1867 [15:45<01:01,  1.85it/s, v_num=s2ag, train/loss=3.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1754/1867 [15:45<01:00,  1.85it/s, v_num=s2ag, train/loss=3.670\r",
+      "Epoch 0:  94%|▉| 1754/1867 [15:45<01:00,  1.85it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1755/1867 [15:47<01:00,  1.85it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  94%|▉| 1755/1867 [15:47<01:00,  1.85it/s, v_num=s2ag, train/loss=2.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1756/1867 [15:49<00:59,  1.85it/s, v_num=s2ag, train/loss=2.860\r",
+      "Epoch 0:  94%|▉| 1756/1867 [15:49<00:59,  1.85it/s, v_num=s2ag, train/loss=3.270"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1757/1867 [15:49<00:59,  1.85it/s, v_num=s2ag, train/loss=3.270\r",
+      "Epoch 0:  94%|▉| 1757/1867 [15:49<00:59,  1.85it/s, v_num=s2ag, train/loss=4.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1758/1867 [15:49<00:58,  1.85it/s, v_num=s2ag, train/loss=4.620\r",
+      "Epoch 0:  94%|▉| 1758/1867 [15:49<00:58,  1.85it/s, v_num=s2ag, train/loss=3.420"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1759/1867 [15:49<00:58,  1.85it/s, v_num=s2ag, train/loss=3.420\r",
+      "Epoch 0:  94%|▉| 1759/1867 [15:49<00:58,  1.85it/s, v_num=s2ag, train/loss=4.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1760/1867 [15:51<00:57,  1.85it/s, v_num=s2ag, train/loss=4.190\r",
+      "Epoch 0:  94%|▉| 1760/1867 [15:51<00:57,  1.85it/s, v_num=s2ag, train/loss=2.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1761/1867 [15:51<00:57,  1.85it/s, v_num=s2ag, train/loss=2.590\r",
+      "Epoch 0:  94%|▉| 1761/1867 [15:51<00:57,  1.85it/s, v_num=s2ag, train/loss=3.800"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1762/1867 [15:51<00:56,  1.85it/s, v_num=s2ag, train/loss=3.800\r",
+      "Epoch 0:  94%|▉| 1762/1867 [15:51<00:56,  1.85it/s, v_num=s2ag, train/loss=3.360"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1763/1867 [15:51<00:56,  1.85it/s, v_num=s2ag, train/loss=3.360\r",
+      "Epoch 0:  94%|▉| 1763/1867 [15:51<00:56,  1.85it/s, v_num=s2ag, train/loss=2.750"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  94%|▉| 1764/1867 [15:53<00:55,  1.85it/s, v_num=s2ag, train/loss=2.750\r",
+      "Epoch 0:  94%|▉| 1764/1867 [15:53<00:55,  1.85it/s, v_num=s2ag, train/loss=3.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1765/1867 [15:53<00:55,  1.85it/s, v_num=s2ag, train/loss=3.380\r",
+      "Epoch 0:  95%|▉| 1765/1867 [15:53<00:55,  1.85it/s, v_num=s2ag, train/loss=3.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1766/1867 [15:53<00:54,  1.85it/s, v_num=s2ag, train/loss=3.120\r",
+      "Epoch 0:  95%|▉| 1766/1867 [15:53<00:54,  1.85it/s, v_num=s2ag, train/loss=2.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1767/1867 [15:53<00:53,  1.85it/s, v_num=s2ag, train/loss=2.810\r",
+      "Epoch 0:  95%|▉| 1767/1867 [15:53<00:53,  1.85it/s, v_num=s2ag, train/loss=2.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1768/1867 [15:55<00:53,  1.85it/s, v_num=s2ag, train/loss=2.190\r",
+      "Epoch 0:  95%|▉| 1768/1867 [15:55<00:53,  1.85it/s, v_num=s2ag, train/loss=4.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 1769/1867 [15:55<00:52,  1.85it/s, v_num=s2ag, train/loss=4.410\r",
+      "Epoch 0:  95%|▉| 1769/1867 [15:55<00:52,  1.85it/s, v_num=s2ag, train/loss=0.898"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1770/1867 [15:55<00:52,  1.85it/s, v_num=s2ag, train/loss=0.898\r",
+      "Epoch 0:  95%|▉| 1770/1867 [15:55<00:52,  1.85it/s, v_num=s2ag, train/loss=2.890"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1771/1867 [15:55<00:51,  1.85it/s, v_num=s2ag, train/loss=2.890\r",
+      "Epoch 0:  95%|▉| 1771/1867 [15:55<00:51,  1.85it/s, v_num=s2ag, train/loss=3.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1772/1867 [15:57<00:51,  1.85it/s, v_num=s2ag, train/loss=3.810\r",
+      "Epoch 0:  95%|▉| 1772/1867 [15:57<00:51,  1.85it/s, v_num=s2ag, train/loss=1.480"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1773/1867 [15:57<00:50,  1.85it/s, v_num=s2ag, train/loss=1.480\r",
+      "Epoch 0:  95%|▉| 1773/1867 [15:57<00:50,  1.85it/s, v_num=s2ag, train/loss=1.920"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1774/1867 [15:57<00:50,  1.85it/s, v_num=s2ag, train/loss=1.920\r",
+      "Epoch 0:  95%|▉| 1774/1867 [15:57<00:50,  1.85it/s, v_num=s2ag, train/loss=0.930"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1775/1867 [15:57<00:49,  1.85it/s, v_num=s2ag, train/loss=0.930\r",
+      "Epoch 0:  95%|▉| 1775/1867 [15:57<00:49,  1.85it/s, v_num=s2ag, train/loss=3.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1776/1867 [15:59<00:49,  1.85it/s, v_num=s2ag, train/loss=3.190\r",
+      "Epoch 0:  95%|▉| 1776/1867 [15:59<00:49,  1.85it/s, v_num=s2ag, train/loss=1.760"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1777/1867 [15:59<00:48,  1.85it/s, v_num=s2ag, train/loss=1.760\r",
+      "Epoch 0:  95%|▉| 1777/1867 [15:59<00:48,  1.85it/s, v_num=s2ag, train/loss=3.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Epoch 0:  95%|▉| 1778/1867 [15:59<00:48,  1.85it/s, v_num=s2ag, train/loss=3.030\r",
+      "Epoch 0:  95%|▉| 1778/1867 [15:59<00:48,  1.85it/s, v_num=s2ag, train/loss=3.020"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1779/1867 [15:59<00:47,  1.85it/s, v_num=s2ag, train/loss=3.020\r",
+      "Epoch 0:  95%|▉| 1779/1867 [15:59<00:47,  1.85it/s, v_num=s2ag, train/loss=3.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1780/1867 [16:01<00:46,  1.85it/s, v_num=s2ag, train/loss=3.190\r",
+      "Epoch 0:  95%|▉| 1780/1867 [16:01<00:46,  1.85it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1781/1867 [16:01<00:46,  1.85it/s, v_num=s2ag, train/loss=4.120\r",
+      "Epoch 0:  95%|▉| 1781/1867 [16:01<00:46,  1.85it/s, v_num=s2ag, train/loss=3.020"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  95%|▉| 1782/1867 [16:01<00:45,  1.85it/s, v_num=s2ag, train/loss=3.020\r",
+      "Epoch 0:  95%|▉| 1782/1867 [16:01<00:45,  1.85it/s, v_num=s2ag, train/loss=2.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1783/1867 [16:01<00:45,  1.85it/s, v_num=s2ag, train/loss=2.140\r",
+      "Epoch 0:  96%|▉| 1783/1867 [16:01<00:45,  1.85it/s, v_num=s2ag, train/loss=2.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1784/1867 [16:03<00:44,  1.85it/s, v_num=s2ag, train/loss=2.340\r",
+      "Epoch 0:  96%|▉| 1784/1867 [16:03<00:44,  1.85it/s, v_num=s2ag, train/loss=3.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1785/1867 [16:03<00:44,  1.85it/s, v_num=s2ag, train/loss=3.060\r",
+      "Epoch 0:  96%|▉| 1785/1867 [16:03<00:44,  1.85it/s, v_num=s2ag, train/loss=2.660"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1786/1867 [16:03<00:43,  1.85it/s, v_num=s2ag, train/loss=2.660\r",
+      "Epoch 0:  96%|▉| 1786/1867 [16:03<00:43,  1.85it/s, v_num=s2ag, train/loss=4.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1787/1867 [16:03<00:43,  1.85it/s, v_num=s2ag, train/loss=4.690\r",
+      "Epoch 0:  96%|▉| 1787/1867 [16:03<00:43,  1.85it/s, v_num=s2ag, train/loss=3.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1788/1867 [16:05<00:42,  1.85it/s, v_num=s2ag, train/loss=3.860\r",
+      "Epoch 0:  96%|▉| 1788/1867 [16:05<00:42,  1.85it/s, v_num=s2ag, train/loss=2.750"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1789/1867 [16:05<00:42,  1.85it/s, v_num=s2ag, train/loss=2.750\r",
+      "Epoch 0:  96%|▉| 1789/1867 [16:05<00:42,  1.85it/s, v_num=s2ag, train/loss=2.390"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1790/1867 [16:05<00:41,  1.85it/s, v_num=s2ag, train/loss=2.390\r",
+      "Epoch 0:  96%|▉| 1790/1867 [16:05<00:41,  1.85it/s, v_num=s2ag, train/loss=3.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1791/1867 [16:05<00:40,  1.86it/s, v_num=s2ag, train/loss=3.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1791/1867 [16:05<00:40,  1.86it/s, v_num=s2ag, train/loss=3.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1792/1867 [16:07<00:40,  1.85it/s, v_num=s2ag, train/loss=3.620\r",
+      "Epoch 0:  96%|▉| 1792/1867 [16:07<00:40,  1.85it/s, v_num=s2ag, train/loss=3.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1793/1867 [16:07<00:39,  1.85it/s, v_num=s2ag, train/loss=3.000\r",
+      "Epoch 0:  96%|▉| 1793/1867 [16:07<00:39,  1.85it/s, v_num=s2ag, train/loss=2.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1794/1867 [16:07<00:39,  1.85it/s, v_num=s2ag, train/loss=2.670\r",
+      "Epoch 0:  96%|▉| 1794/1867 [16:07<00:39,  1.85it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1795/1867 [16:07<00:38,  1.86it/s, v_num=s2ag, train/loss=4.120\r",
+      "Epoch 0:  96%|▉| 1795/1867 [16:07<00:38,  1.86it/s, v_num=s2ag, train/loss=4.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1796/1867 [16:08<00:38,  1.85it/s, v_num=s2ag, train/loss=4.340\r",
+      "Epoch 0:  96%|▉| 1796/1867 [16:08<00:38,  1.85it/s, v_num=s2ag, train/loss=2.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1797/1867 [16:09<00:37,  1.85it/s, v_num=s2ag, train/loss=2.730\r",
+      "Epoch 0:  96%|▉| 1797/1867 [16:09<00:37,  1.85it/s, v_num=s2ag, train/loss=3.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1798/1867 [16:09<00:37,  1.86it/s, v_num=s2ag, train/loss=3.160\r",
+      "Epoch 0:  96%|▉| 1798/1867 [16:09<00:37,  1.86it/s, v_num=s2ag, train/loss=3.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1799/1867 [16:09<00:36,  1.86it/s, v_num=s2ag, train/loss=3.120\r",
+      "Epoch 0:  96%|▉| 1799/1867 [16:09<00:36,  1.86it/s, v_num=s2ag, train/loss=2.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1800/1867 [16:11<00:36,  1.85it/s, v_num=s2ag, train/loss=2.220\r",
+      "Epoch 0:  96%|▉| 1800/1867 [16:11<00:36,  1.85it/s, v_num=s2ag, train/loss=1.550"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  96%|▉| 1801/1867 [16:11<00:35,  1.85it/s, v_num=s2ag, train/loss=1.550\r",
+      "Epoch 0:  96%|▉| 1801/1867 [16:11<00:35,  1.85it/s, v_num=s2ag, train/loss=2.810"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1802/1867 [16:11<00:35,  1.86it/s, v_num=s2ag, train/loss=2.810\r",
+      "Epoch 0:  97%|▉| 1802/1867 [16:11<00:35,  1.86it/s, v_num=s2ag, train/loss=1.680"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1803/1867 [16:11<00:34,  1.86it/s, v_num=s2ag, train/loss=1.680\r",
+      "Epoch 0:  97%|▉| 1803/1867 [16:11<00:34,  1.86it/s, v_num=s2ag, train/loss=3.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1804/1867 [16:13<00:33,  1.85it/s, v_num=s2ag, train/loss=3.590\r",
+      "Epoch 0:  97%|▉| 1804/1867 [16:13<00:33,  1.85it/s, v_num=s2ag, train/loss=2.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1805/1867 [16:13<00:33,  1.85it/s, v_num=s2ag, train/loss=2.030\r",
+      "Epoch 0:  97%|▉| 1805/1867 [16:13<00:33,  1.85it/s, v_num=s2ag, train/loss=1.960"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1806/1867 [16:13<00:32,  1.86it/s, v_num=s2ag, train/loss=1.960\r",
+      "Epoch 0:  97%|▉| 1806/1867 [16:13<00:32,  1.86it/s, v_num=s2ag, train/loss=2.770"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1807/1867 [16:13<00:32,  1.86it/s, v_num=s2ag, train/loss=2.770\r",
+      "Epoch 0:  97%|▉| 1807/1867 [16:13<00:32,  1.86it/s, v_num=s2ag, train/loss=3.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1808/1867 [16:15<00:31,  1.85it/s, v_num=s2ag, train/loss=3.140\r",
+      "Epoch 0:  97%|▉| 1808/1867 [16:15<00:31,  1.85it/s, v_num=s2ag, train/loss=3.030"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1809/1867 [16:15<00:31,  1.86it/s, v_num=s2ag, train/loss=3.030\r",
+      "Epoch 0:  97%|▉| 1809/1867 [16:15<00:31,  1.86it/s, v_num=s2ag, train/loss=2.580"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1810/1867 [16:15<00:30,  1.86it/s, v_num=s2ag, train/loss=2.580\r",
+      "Epoch 0:  97%|▉| 1810/1867 [16:15<00:30,  1.86it/s, v_num=s2ag, train/loss=1.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1811/1867 [16:15<00:30,  1.86it/s, v_num=s2ag, train/loss=1.670\r",
+      "Epoch 0:  97%|▉| 1811/1867 [16:15<00:30,  1.86it/s, v_num=s2ag, train/loss=3.300"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1812/1867 [16:16<00:29,  1.85it/s, v_num=s2ag, train/loss=3.300\r",
+      "Epoch 0:  97%|▉| 1812/1867 [16:16<00:29,  1.85it/s, v_num=s2ag, train/loss=4.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1813/1867 [16:17<00:29,  1.86it/s, v_num=s2ag, train/loss=4.590\r",
+      "Epoch 0:  97%|▉| 1813/1867 [16:17<00:29,  1.86it/s, v_num=s2ag, train/loss=1.840"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1814/1867 [16:17<00:28,  1.86it/s, v_num=s2ag, train/loss=1.840\r",
+      "Epoch 0:  97%|▉| 1814/1867 [16:17<00:28,  1.86it/s, v_num=s2ag, train/loss=2.280"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1815/1867 [16:17<00:27,  1.86it/s, v_num=s2ag, train/loss=2.280\r",
+      "Epoch 0:  97%|▉| 1815/1867 [16:17<00:27,  1.86it/s, v_num=s2ag, train/loss=4.090"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1816/1867 [16:18<00:27,  1.85it/s, v_num=s2ag, train/loss=4.090\r",
+      "Epoch 0:  97%|▉| 1816/1867 [16:18<00:27,  1.85it/s, v_num=s2ag, train/loss=3.140"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1817/1867 [16:19<00:26,  1.86it/s, v_num=s2ag, train/loss=3.140\r",
+      "Epoch 0:  97%|▉| 1817/1867 [16:19<00:26,  1.86it/s, v_num=s2ag, train/loss=4.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1818/1867 [16:19<00:26,  1.86it/s, v_num=s2ag, train/loss=4.440\r",
+      "Epoch 0:  97%|▉| 1818/1867 [16:19<00:26,  1.86it/s, v_num=s2ag, train/loss=4.120"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1819/1867 [16:19<00:25,  1.86it/s, v_num=s2ag, train/loss=4.120\r",
+      "Epoch 0:  97%|▉| 1819/1867 [16:19<00:25,  1.86it/s, v_num=s2ag, train/loss=3.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  97%|▉| 1820/1867 [16:20<00:25,  1.86it/s, v_num=s2ag, train/loss=3.950\r",
+      "Epoch 0:  97%|▉| 1820/1867 [16:20<00:25,  1.86it/s, v_num=s2ag, train/loss=4.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1821/1867 [16:21<00:24,  1.86it/s, v_num=s2ag, train/loss=4.310\r",
+      "Epoch 0:  98%|▉| 1821/1867 [16:21<00:24,  1.86it/s, v_num=s2ag, train/loss=3.690"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1822/1867 [16:21<00:24,  1.86it/s, v_num=s2ag, train/loss=3.690\r",
+      "Epoch 0:  98%|▉| 1822/1867 [16:21<00:24,  1.86it/s, v_num=s2ag, train/loss=2.670"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1823/1867 [16:21<00:23,  1.86it/s, v_num=s2ag, train/loss=2.670\r",
+      "Epoch 0:  98%|▉| 1823/1867 [16:21<00:23,  1.86it/s, v_num=s2ag, train/loss=3.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1824/1867 [16:22<00:23,  1.86it/s, v_num=s2ag, train/loss=3.160\r",
+      "Epoch 0:  98%|▉| 1824/1867 [16:22<00:23,  1.86it/s, v_num=s2ag, train/loss=4.500"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1825/1867 [16:23<00:22,  1.86it/s, v_num=s2ag, train/loss=4.500\r",
+      "Epoch 0:  98%|▉| 1825/1867 [16:23<00:22,  1.86it/s, v_num=s2ag, train/loss=3.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1826/1867 [16:23<00:22,  1.86it/s, v_num=s2ag, train/loss=3.560\r",
+      "Epoch 0:  98%|▉| 1826/1867 [16:23<00:22,  1.86it/s, v_num=s2ag, train/loss=1.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1827/1867 [16:23<00:21,  1.86it/s, v_num=s2ag, train/loss=1.520\r",
+      "Epoch 0:  98%|▉| 1827/1867 [16:23<00:21,  1.86it/s, v_num=s2ag, train/loss=1.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1828/1867 [16:24<00:21,  1.86it/s, v_num=s2ag, train/loss=1.310\r",
+      "Epoch 0:  98%|▉| 1828/1867 [16:24<00:21,  1.86it/s, v_num=s2ag, train/loss=1.980"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1829/1867 [16:25<00:20,  1.86it/s, v_num=s2ag, train/loss=1.980\r",
+      "Epoch 0:  98%|▉| 1829/1867 [16:25<00:20,  1.86it/s, v_num=s2ag, train/loss=2.750"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1830/1867 [16:25<00:19,  1.86it/s, v_num=s2ag, train/loss=2.750\r",
+      "Epoch 0:  98%|▉| 1830/1867 [16:25<00:19,  1.86it/s, v_num=s2ag, train/loss=3.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1831/1867 [16:25<00:19,  1.86it/s, v_num=s2ag, train/loss=3.200\r",
+      "Epoch 0:  98%|▉| 1831/1867 [16:25<00:19,  1.86it/s, v_num=s2ag, train/loss=2.390"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1832/1867 [16:26<00:18,  1.86it/s, v_num=s2ag, train/loss=2.390\r",
+      "Epoch 0:  98%|▉| 1832/1867 [16:26<00:18,  1.86it/s, v_num=s2ag, train/loss=2.440"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1833/1867 [16:27<00:18,  1.86it/s, v_num=s2ag, train/loss=2.440\r",
+      "Epoch 0:  98%|▉| 1833/1867 [16:27<00:18,  1.86it/s, v_num=s2ag, train/loss=3.860"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1834/1867 [16:27<00:17,  1.86it/s, v_num=s2ag, train/loss=3.860\r",
+      "Epoch 0:  98%|▉| 1834/1867 [16:27<00:17,  1.86it/s, v_num=s2ag, train/loss=5.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1835/1867 [16:27<00:17,  1.86it/s, v_num=s2ag, train/loss=5.190\r",
+      "Epoch 0:  98%|▉| 1835/1867 [16:27<00:17,  1.86it/s, v_num=s2ag, train/loss=4.620"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1836/1867 [16:28<00:16,  1.86it/s, v_num=s2ag, train/loss=4.620\r",
+      "Epoch 0:  98%|▉| 1836/1867 [16:28<00:16,  1.86it/s, v_num=s2ag, train/loss=3.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1837/1867 [16:28<00:16,  1.86it/s, v_num=s2ag, train/loss=3.520\r",
+      "Epoch 0:  98%|▉| 1837/1867 [16:28<00:16,  1.86it/s, v_num=s2ag, train/loss=4.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  98%|▉| 1838/1867 [16:29<00:15,  1.86it/s, v_num=s2ag, train/loss=4.340\r",
+      "Epoch 0:  98%|▉| 1838/1867 [16:29<00:15,  1.86it/s, v_num=s2ag, train/loss=3.250"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1839/1867 [16:29<00:15,  1.86it/s, v_num=s2ag, train/loss=3.250\r",
+      "Epoch 0:  99%|▉| 1839/1867 [16:29<00:15,  1.86it/s, v_num=s2ag, train/loss=3.340"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1840/1867 [16:30<00:14,  1.86it/s, v_num=s2ag, train/loss=3.340\r",
+      "Epoch 0:  99%|▉| 1840/1867 [16:30<00:14,  1.86it/s, v_num=s2ag, train/loss=2.980"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1841/1867 [16:30<00:13,  1.86it/s, v_num=s2ag, train/loss=2.980\r",
+      "Epoch 0:  99%|▉| 1841/1867 [16:30<00:13,  1.86it/s, v_num=s2ag, train/loss=3.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1842/1867 [16:31<00:13,  1.86it/s, v_num=s2ag, train/loss=3.220\r",
+      "Epoch 0:  99%|▉| 1842/1867 [16:31<00:13,  1.86it/s, v_num=s2ag, train/loss=2.560"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1843/1867 [16:31<00:12,  1.86it/s, v_num=s2ag, train/loss=2.560\r",
+      "Epoch 0:  99%|▉| 1843/1867 [16:31<00:12,  1.86it/s, v_num=s2ag, train/loss=3.170"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1844/1867 [16:32<00:12,  1.86it/s, v_num=s2ag, train/loss=3.170\r",
+      "Epoch 0:  99%|▉| 1844/1867 [16:32<00:12,  1.86it/s, v_num=s2ag, train/loss=2.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1845/1867 [16:32<00:11,  1.86it/s, v_num=s2ag, train/loss=2.730\r",
+      "Epoch 0:  99%|▉| 1845/1867 [16:32<00:11,  1.86it/s, v_num=s2ag, train/loss=2.470"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1846/1867 [16:32<00:11,  1.86it/s, v_num=s2ag, train/loss=2.470\r",
+      "Epoch 0:  99%|▉| 1846/1867 [16:32<00:11,  1.86it/s, v_num=s2ag, train/loss=2.160\r",
+      "Epoch 0:  99%|▉| 1847/1867 [16:33<00:10,  1.86it/s, v_num=s2ag, train/loss=2.160\r",
+      "Epoch 0:  99%|▉| 1847/1867 [16:33<00:10,  1.86it/s, v_num=s2ag, train/loss=1.880"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1848/1867 [16:34<00:10,  1.86it/s, v_num=s2ag, train/loss=1.880\r",
+      "Epoch 0:  99%|▉| 1848/1867 [16:34<00:10,  1.86it/s, v_num=s2ag, train/loss=3.730"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1849/1867 [16:34<00:09,  1.86it/s, v_num=s2ag, train/loss=3.730\r",
+      "Epoch 0:  99%|▉| 1849/1867 [16:34<00:09,  1.86it/s, v_num=s2ag, train/loss=4.000"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1850/1867 [16:34<00:09,  1.86it/s, v_num=s2ag, train/loss=4.000\r",
+      "Epoch 0:  99%|▉| 1850/1867 [16:34<00:09,  1.86it/s, v_num=s2ag, train/loss=1.950"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1851/1867 [16:34<00:08,  1.86it/s, v_num=s2ag, train/loss=1.950\r",
+      "Epoch 0:  99%|▉| 1851/1867 [16:34<00:08,  1.86it/s, v_num=s2ag, train/loss=1.350"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1852/1867 [16:36<00:08,  1.86it/s, v_num=s2ag, train/loss=1.350\r",
+      "Epoch 0:  99%|▉| 1852/1867 [16:36<00:08,  1.86it/s, v_num=s2ag, train/loss=1.300"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1853/1867 [16:36<00:07,  1.86it/s, v_num=s2ag, train/loss=1.300\r",
+      "Epoch 0:  99%|▉| 1853/1867 [16:36<00:07,  1.86it/s, v_num=s2ag, train/loss=2.410"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1854/1867 [16:36<00:06,  1.86it/s, v_num=s2ag, train/loss=2.410\r",
+      "Epoch 0:  99%|▉| 1854/1867 [16:36<00:06,  1.86it/s, v_num=s2ag, train/loss=4.590"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1855/1867 [16:36<00:06,  1.86it/s, v_num=s2ag, train/loss=4.590\r",
+      "Epoch 0:  99%|▉| 1855/1867 [16:36<00:06,  1.86it/s, v_num=s2ag, train/loss=2.200"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1856/1867 [16:38<00:05,  1.86it/s, v_num=s2ag, train/loss=2.200\r",
+      "Epoch 0:  99%|▉| 1856/1867 [16:38<00:05,  1.86it/s, v_num=s2ag, train/loss=4.060"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0:  99%|▉| 1857/1867 [16:38<00:05,  1.86it/s, v_num=s2ag, train/loss=4.060\r",
+      "Epoch 0:  99%|▉| 1857/1867 [16:38<00:05,  1.86it/s, v_num=s2ag, train/loss=2.080"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 1858/1867 [16:38<00:04,  1.86it/s, v_num=s2ag, train/loss=2.080\r",
+      "Epoch 0: 100%|▉| 1858/1867 [16:38<00:04,  1.86it/s, v_num=s2ag, train/loss=4.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 1859/1867 [16:38<00:04,  1.86it/s, v_num=s2ag, train/loss=4.190\r",
+      "Epoch 0: 100%|▉| 1859/1867 [16:38<00:04,  1.86it/s, v_num=s2ag, train/loss=3.580"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 1860/1867 [16:40<00:03,  1.86it/s, v_num=s2ag, train/loss=3.580\r",
+      "Epoch 0: 100%|▉| 1860/1867 [16:40<00:03,  1.86it/s, v_num=s2ag, train/loss=2.380"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 1861/1867 [16:40<00:03,  1.86it/s, v_num=s2ag, train/loss=2.380\r",
+      "Epoch 0: 100%|▉| 1861/1867 [16:40<00:03,  1.86it/s, v_num=s2ag, train/loss=3.190"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 1862/1867 [16:40<00:02,  1.86it/s, v_num=s2ag, train/loss=3.190\r",
+      "Epoch 0: 100%|▉| 1862/1867 [16:40<00:02,  1.86it/s, v_num=s2ag, train/loss=4.220"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 1863/1867 [16:41<00:02,  1.86it/s, v_num=s2ag, train/loss=4.220\r",
+      "Epoch 0: 100%|▉| 1863/1867 [16:41<00:02,  1.86it/s, v_num=s2ag, train/loss=3.520"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 1864/1867 [16:42<00:01,  1.86it/s, v_num=s2ag, train/loss=3.520\r",
+      "Epoch 0: 100%|▉| 1864/1867 [16:42<00:01,  1.86it/s, v_num=s2ag, train/loss=4.160"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 1865/1867 [16:42<00:01,  1.86it/s, v_num=s2ag, train/loss=4.160\r",
+      "Epoch 0: 100%|▉| 1865/1867 [16:42<00:01,  1.86it/s, v_num=s2ag, train/loss=2.700"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|▉| 1866/1867 [16:42<00:00,  1.86it/s, v_num=s2ag, train/loss=2.700\r",
+      "Epoch 0: 100%|▉| 1866/1867 [16:42<00:00,  1.86it/s, v_num=s2ag, train/loss=4.530"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|█| 1867/1867 [16:42<00:00,  1.86it/s, v_num=s2ag, train/loss=4.530\r",
+      "Epoch 0: 100%|█| 1867/1867 [16:42<00:00,  1.86it/s, v_num=s2ag, train/loss=2.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation: 0it [00:00, ?it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation:   0%|                                        | 0/10 [00:00<?, ?it/s]\u001b[A\r\n",
+      "\r",
+      "Validation DataLoader 0:   0%|                           | 0/10 [00:00<?, ?it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  10%|█▉                 | 1/10 [00:00<00:07,  1.22it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  20%|███▊               | 2/10 [00:01<00:04,  1.83it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  30%|█████▋             | 3/10 [00:01<00:03,  2.30it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  40%|███████▌           | 4/10 [00:01<00:02,  2.63it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  50%|█████████▌         | 5/10 [00:01<00:01,  2.89it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  60%|███████████▍       | 6/10 [00:01<00:01,  3.10it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  70%|█████████████▎     | 7/10 [00:02<00:00,  3.26it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  80%|███████████████▏   | 8/10 [00:02<00:00,  3.40it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0:  90%|█████████████████  | 9/10 [00:02<00:00,  3.52it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r\n",
+      "\r",
+      "Validation DataLoader 0: 100%|██████████████████| 10/10 [00:02<00:00,  3.62it/s]\u001b[A"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Epoch 0: 100%|█| 1867/1867 [16:54<00:00,  1.84it/s, v_num=s2ag, train/loss=2.310\r\n",
+      "\r",
+      "                                                                                \u001b[A\r",
+      "Epoch 0: 100%|█| 1867/1867 [16:54<00:00,  1.84it/s, v_num=s2ag, train/loss=2.310"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "`Trainer.fit` stopped: `max_epochs=1` reached.\r\n",
+      "\r",
+      "Epoch 0: 100%|█| 1867/1867 [16:58<00:00,  1.83it/s, v_num=s2ag, train/loss=2.310\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Waiting for W&B process to finish... \u001b[32m(success).\u001b[0m\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[34m\u001b[1mwandb\u001b[0m: \r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Run history:\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:              batchidx ▁▁▁▂▂▂▂▂▂▃▃▃▃▃▄▄▄▄▄▄▅▅▅▅▅▆▆▆▆▆▇▇▇▇▇▇███▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:                 epoch ▁▁▁▁▁▁▁▁▁▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:           global_rank ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:          real_ctx_len ▄▁▁▂▂▂▁▁▂▁▁▂▁▁▁▁▁▁▃▂▁▁▂▁▃▁▁▃▁▁▁█▁▂▁▁▁▁▂▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:               substep ▁▁▁▂▂▂▂▂▂▃▃▃▃▃▄▄▄▄▄▄▅▅▅▅▅▆▆▆▆▆▇▇▇▇▇▇███▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:            train/loss ▄▃▄▅█▅▅▃█▄▄▄▅▆▆▆▇▃▅▅▃▅▅▅▆▃▇▅▁▇▄▃▅▇▇█▅▇▆▅\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:   trainer/global_step ▁▁▁▁▂▂▂▂▂▃▃▃▃▃▃▄▄▄▄▄▅▅▅▅▅▅▆▆▆▆▆▇▇▇▇▇▇███\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: trainer/learning_rate ████▇▇▇▇▇▆▆▆▆▆▆▅▅▅▅▅▄▄▄▄▄▄▃▃▃▃▃▂▂▂▂▂▂▁▁▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:       validation/loss ▁\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: \r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Run summary:\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:              batchidx 9\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:                 epoch 0\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:           global_rank 0\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:          real_ctx_len 85\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:               substep 72\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:            train/loss 3.95312\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:   trainer/global_step 466\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: trainer/learning_rate 0.0003\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m:       validation/loss 3.1939\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: \r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run \u001b[33mv5-hs32-L6-D2048-E0.1 - Enwiki-Instruct (train-ctx=4k, deepspeed_stage_1)\u001b[0m at: \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments/runs/28oas2ag\u001b[0m\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Synced 5 W&B file(s), 0 media file(s), 2 artifact file(s) and 0 other file(s)\r\n",
+      "\u001b[34m\u001b[1mwandb\u001b[0m: Find logs at: \u001b[35m\u001b[1m./wandb/run-20230826_101940-28oas2ag/logs\u001b[0m\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Start the instruct finetuning\n",
+    "!cd \"{TRAINER_DIR}\" && \\\n",
+    "    export WANDB_MODE=\"{WANDB_MODE}\" && \\\n",
+    "    export RWKV_WAVENET_LAYERS=\"{RWKV_WAVENET_LAYERS}\" && \\\n",
+    "    python lightning_trainer.py fit \\\n",
+    "        -c \"{NOTEBOOK_DIR}/v5base-enwiki-instruct.yaml\" \\\n",
+    "        --trainer.logger.init_args.name=\"{WANDB_PREFIX} - Enwiki-Instruct (train-ctx=4k, {DEEPSPEED_STRAT})\" \\\n",
+    "        --trainer.strategy=\"{DEEPSPEED_STRAT}\" \\\n",
+    "        --trainer.devices=\"{GPU_DEVICES}\" \\\n",
+    "        --trainer.callbacks.init_args.dirpath=\"../checkpoint/{FILENAME_PREFIX}-enwiki-instruct/\" \\\n",
+    "        --model.load_model=\"../model/{FILENAME_PREFIX}-enwiki-4k.pth\" \\\n",
+    "        --model.ctx_len=4096 \\\n",
+    "        --model.bptt_learning_range=1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "cab83f70",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T10:37:59.601404Z",
+     "iopub.status.busy": "2023-08-26T10:37:59.601135Z",
+     "iopub.status.idle": "2023-08-26T10:38:08.139546Z",
+     "shell.execute_reply": "2023-08-26T10:38:08.138690Z"
+    },
+    "papermill": {
+     "duration": 9.220571,
+     "end_time": "2023-08-26T10:38:08.141471",
+     "exception": false,
+     "start_time": "2023-08-26T10:37:58.920900",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Processing zero checkpoint '../checkpoint/v5-hs32-L6-D2048-E0_1-enwiki-instruct/last.ckpt/checkpoint'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected checkpoint of type zero stage ZeroStageEnum.optimizer_states, world_size: 8\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Parsing checkpoint created by deepspeed==0.9.3\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reconstructed fp32 state dict with 126 params 533234432 elements\r\n",
+      "Saving bf16 state dict to ../model/v5-hs32-L6-D2048-E0_1-enwiki-instruct.pth\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-rw-r--r-- 1 root root 1018M Aug 26 10:38 ../model/v5-hs32-L6-D2048-E0_1-enwiki-instruct.pth\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Lets export the model from the checkpoint\n",
+    "!cd \"{TRAINER_DIR}\" && \\\n",
+    "    python export_checkpoint.py \"../checkpoint/{FILENAME_PREFIX}-enwiki-instruct/last.ckpt\" \"../model/{FILENAME_PREFIX}-enwiki-instruct.pth\" \"bf16\"\n",
+    "!cd \"{TRAINER_DIR}\" && ls -alh \"../model/{FILENAME_PREFIX}-enwiki-instruct.pth\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "5a035ed5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T10:38:09.636707Z",
+     "iopub.status.busy": "2023-08-26T10:38:09.635659Z",
+     "iopub.status.idle": "2023-08-26T10:39:25.861867Z",
+     "shell.execute_reply": "2023-08-26T10:39:25.860974Z"
+    },
+    "papermill": {
+     "duration": 76.926637,
+     "end_time": "2023-08-26T10:39:25.863970",
+     "exception": false,
+     "start_time": "2023-08-26T10:38:08.937333",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting ds_accelerator to cuda (auto detect)\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--- DRAGON PROMPT ---\r\n",
+      "In a shocking finding, scientist discovered a herd of dragons living in a remote, previously unexplored valley, in Tibet. Even more surprising to the researchers was the fact that the dragons spoke perfect Chinese."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " Then"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " we"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " saw"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " tree"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " called"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " pig"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "eon"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " At"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " this"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " time"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " man"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " placed"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " on"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " tree"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " called"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " ko"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "uru"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " The"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " new"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " tree"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " tiger"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "'s"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " honey"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " but"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " in"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " 1969"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " we"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " determined"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " that"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " bear"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " alive"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " and"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " they"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " were"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " actually"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " same"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " However"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " found"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " only"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " by"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " fall"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " of"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
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+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " elephant"
+     ]
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " so"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " they"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " saw"
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " a"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " tiger"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " in"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " sky"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " The"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " snake"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " isolated"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " and"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " then"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " injured"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " by"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " dogs"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " which"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " destroyed"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " tree"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " They"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " said"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " tree"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " not"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " able"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " to"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " be"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " resur"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "rected"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " by"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " humans"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " The"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " bear"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " lived"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " on"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " island"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " of"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " Del"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "ano"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " in"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " And"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "aman"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " Islands"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " where"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " they"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " formed"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " earth"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " They"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " believed"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " that"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " tiger"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " actually"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " alive"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " and"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " they"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " had"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " no"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " way"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " to"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " separate"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " them"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " They"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " discovered"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " wolf"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " and"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " they"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " found"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " tiger"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " first"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " human"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " to"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " consume"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " egg"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " The"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " lion"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " then"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " shot"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " by"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " wolf"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " but"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " they"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " had"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " to"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " leave"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " prey"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " on"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " the"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " whale"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " The"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " snake"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " known"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " as"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " a"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " tiger"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ","
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " was"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " in"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " fact"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " a"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " tiger\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "# # Lets do a quick dragon prompt validation\n",
+    "!cd \"{INFERENCE_DIR}\" && \\\n",
+    "    export RWKV_WAVENET_LAYERS=\"{RWKV_WAVENET_LAYERS}\" && \\\n",
+    "    python3 dragon_test.py \"../model/{FILENAME_PREFIX}-enwiki-instruct.pth\" \"cuda fp32\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "402e65f0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-08-26T10:39:27.331121Z",
+     "iopub.status.busy": "2023-08-26T10:39:27.330737Z",
+     "iopub.status.idle": "2023-08-26T10:39:27.334884Z",
+     "shell.execute_reply": "2023-08-26T10:39:27.334252Z"
+    },
+    "papermill": {
+     "duration": 0.795885,
+     "end_time": "2023-08-26T10:39:27.336156",
+     "exception": false,
+     "start_time": "2023-08-26T10:39:26.540271",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# # Lets do a quick memory test\n",
+    "# !export RWKV_WAVENET_LAYERS=\"{RWKV_WAVENET_LAYERS}\" && \\\n",
+    "#         python3 ../memory_script/eval_v5_memory_guided.py \"{PROJECT_DIR}/model/{FILENAME_PREFIX}-enwiki-instruct.pth\""
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.4"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 11462.01458,
+   "end_time": "2023-08-26T10:39:28.356388",
+   "environment_variables": {},
+   "exception": null,
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+ "nbformat_minor": 5
+}
\ No newline at end of file