{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5a2bbd3c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-24T04:44:25.040059Z",
     "iopub.status.busy": "2023-08-24T04:44:25.039841Z",
     "iopub.status.idle": "2023-08-24T04:44:25.284633Z",
     "shell.execute_reply": "2023-08-24T04:44:25.283834Z"
    },
    "papermill": {
     "duration": 0.248685,
     "end_time": "2023-08-24T04:44:25.286190",
     "exception": false,
     "start_time": "2023-08-24T04:44:25.037505",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hello world\r\n"
     ]
    }
   ],
   "source": [
    "!echo \"Hello world\" # this file is for debugging the runner"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "5b3eecbc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-24T04:44:25.289218Z",
     "iopub.status.busy": "2023-08-24T04:44:25.289031Z",
     "iopub.status.idle": "2023-08-24T04:44:25.295282Z",
     "shell.execute_reply": "2023-08-24T04:44:25.294543Z"
    },
    "papermill": {
     "duration": 0.009124,
     "end_time": "2023-08-24T04:44:25.296411",
     "exception": false,
     "start_time": "2023-08-24T04:44:25.287287",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DEEPSPEED_STRAT: deepspeed_stage_2_offload\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-headsize2x\n",
      "INFERENCE_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5headsize2x\n",
      "TRAINER_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5headsize2x\n",
      "PROJECT_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer\n"
     ]
    }
   ],
   "source": [
    "DEEPSPEED_STRAT=\"deepspeed_stage_2_offload\"\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=4096\n",
    "\n",
    "WANDB_PREFIX=f\"v5-hs2x-L{LAYER_COUNT}-D{EMBED_DIM}-E{EMBED_SCALE}\"\n",
    "FILENAME_PREFIX=f\"v5-hs2x-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-v5headsize2x/\"))\n",
    "INFERENCE_DIR=os.path.abspath(os.path.join(PROJECT_DIR, \"./RWKV-v5headsize2x/\"))\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": 3,
   "id": "39c31880",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-24T04:44:25.299318Z",
     "iopub.status.busy": "2023-08-24T04:44:25.299143Z",
     "iopub.status.idle": "2023-08-24T04:44:25.772732Z",
     "shell.execute_reply": "2023-08-24T04:44:25.771978Z"
    },
    "papermill": {
     "duration": 0.476676,
     "end_time": "2023-08-24T04:44:25.774132",
     "exception": false,
     "start_time": "2023-08-24T04:44:25.297456",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5headsize2x\r\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 4.0K\r\n",
      "drwxr-xr-x  2 root root   10 Aug 24 04:44 .\r\n",
      "drwxr-xr-x 19 root root 4.0K Aug 24 04:44 ..\r\n"
     ]
    }
   ],
   "source": [
    "# Get the current model listing\n",
    "!cd \"{TRAINER_DIR}\" && pwd\n",
    "!cd \"{TRAINER_DIR}\" && ls -alh \"../model/\""
   ]
  }
 ],
 "metadata": {
  "language_info": {
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    "name": "ipython",
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.4"
  },
  "papermill": {
   "default_parameters": {},
   "duration": 1.911028,
   "end_time": "2023-08-24T04:44:25.992833",
   "environment_variables": {},
   "exception": null,
   "input_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-headsize2x/hello-world.ipynb",
   "output_path": "/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/output/experiment/rwkv-x-exp/v5-headsize2x/hello-world.ipynb",
   "parameters": {},
   "start_time": "2023-08-24T04:44:24.081805",
   "version": "2.4.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}