diff --git "a/RewardModel.ipynb" "b/RewardModel.ipynb"
deleted file mode 100644--- "a/RewardModel.ipynb"
+++ /dev/null
@@ -1,5432 +0,0 @@
-{
-  "cells": [
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "0-7S1J6Jq7nc"
-      },
-      "source": [
-        "# Fine-Tuning BERT as a `RewardModel`\n",
-        "\n",
-        "1. First, intall `transformers`, `tlr`, and `codecarbon`."
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": 1,
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "Fx7pg9eT62-d",
-        "outputId": "6beb9be4-0b50-4c4e-ea8b-6aafe07e75c7"
-      },
-      "outputs": [
-        {
-          "name": "stdout",
-          "output_type": "stream",
-          "text": [
-            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
-            "Collecting transformers\n",
-            "  Downloading transformers-4.30.1-py3-none-any.whl (7.2 MB)\n",
-            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.2/7.2 MB\u001b[0m \u001b[31m52.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
-            "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from transformers) (3.12.0)\n",
-            "Collecting huggingface-hub<1.0,>=0.14.1 (from transformers)\n",
-            "  Downloading huggingface_hub-0.15.1-py3-none-any.whl (236 kB)\n",
-            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m236.8/236.8 kB\u001b[0m \u001b[31m23.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
-            "\u001b[?25hRequirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/dist-packages (from transformers) (1.22.4)\n",
-            "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from transformers) (23.1)\n",
-            "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/dist-packages (from transformers) (6.0)\n",
-            "Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.10/dist-packages (from transformers) (2022.10.31)\n",
-            "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from transformers) (2.27.1)\n",
-            "Collecting tokenizers!=0.11.3,<0.14,>=0.11.1 (from transformers)\n",
-            "  Downloading tokenizers-0.13.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.8 MB)\n",
-            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.8/7.8 MB\u001b[0m \u001b[31m92.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
-            "\u001b[?25hCollecting safetensors>=0.3.1 (from transformers)\n",
-            "  Downloading safetensors-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB)\n",
-            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.3/1.3 MB\u001b[0m \u001b[31m71.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
-            "\u001b[?25hRequirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.10/dist-packages (from transformers) (4.65.0)\n",
-            "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0,>=0.14.1->transformers) (2023.4.0)\n",
-            "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0,>=0.14.1->transformers) (4.5.0)\n",
-            "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (1.26.15)\n",
-            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (2022.12.7)\n",
-            "Requirement already satisfied: charset-normalizer~=2.0.0 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (2.0.12)\n",
-            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (3.4)\n",
-            "Installing collected packages: tokenizers, safetensors, huggingface-hub, transformers\n",
-            "Successfully installed huggingface-hub-0.15.1 safetensors-0.3.1 tokenizers-0.13.3 transformers-4.30.1\n"
-          ]
-        }
-      ],
-      "source": [
-        "%pip install transformers\n",
-        "%pip install trl\n",
-        "%pip install codecarbon"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "Y6xzGtxPrMaF"
-      },
-      "source": [
-        "2. Downloas the `reward-aira-dataset-comparisons` from the Hub."
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": 48,
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "DtCgCgEr62C9",
-        "outputId": "08428c5a-f363-44fc-8da5-10e1c4c9d3d6"
-      },
-      "outputs": [
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "646d2f5ab97e4cfd93dcd908b1a1b073",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Downloading readme:   0%|          | 0.00/3.78k [00:00<?, ?B/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "name": "stdout",
-          "output_type": "stream",
-          "text": [
-            "Downloading and preparing dataset None/None to C:/Users/CWLINK/.cache/huggingface/datasets/nicholasKluge___parquet/nicholasKluge--reward-aira-dataset-9a1556f180412706/0.0.0/2a3b91fbd88a2c90d1dbbb32b460cf621d31bd5b05b934492fdef7d8d6f236ec...\n"
-          ]
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "d63f78a06c9a4974940a30ca4517965c",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Downloading data files:   0%|          | 0/2 [00:00<?, ?it/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "1caf0d55931d4456bcaecc4c3ca54048",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Downloading data:   0%|          | 0.00/18.2M [00:00<?, ?B/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "66e298ebb2c54021bb6321855b063a18",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Downloading data:   0%|          | 0.00/19.2M [00:00<?, ?B/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "672989f897b64a5685134555d0533b27",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Extracting data files:   0%|          | 0/2 [00:00<?, ?it/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "b83dd00d368e4b0488f70a95e924becd",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Generating english split:   0%|          | 0/34234 [00:00<?, ? examples/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "16da7cc6483c4916938b850b6d4e4df5",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Generating portuguese split:   0%|          | 0/33422 [00:00<?, ? examples/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "name": "stdout",
-          "output_type": "stream",
-          "text": [
-            "Dataset parquet downloaded and prepared to C:/Users/CWLINK/.cache/huggingface/datasets/nicholasKluge___parquet/nicholasKluge--reward-aira-dataset-9a1556f180412706/0.0.0/2a3b91fbd88a2c90d1dbbb32b460cf621d31bd5b05b934492fdef7d8d6f236ec. Subsequent calls will reuse this data.\n",
-            "Dataset loaded.\n"
-          ]
-        }
-      ],
-      "source": [
-        "from datasets import load_dataset\n",
-        "\n",
-        "dataset = load_dataset(\"nicholasKluge/reward-aira-dataset\", split=\"portuguese\")\n",
-        "\n",
-        "print(\"Dataset loaded.\")"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "kQQ1DkB5rjpS"
-      },
-      "source": [
-        "3. Download your base model for fine-tuning. Here he are using `bert-base-cased` for the English reward model and `bert-base-portuguese-cased` for the Portuguse version."
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 357,
-          "referenced_widgets": [
-            "156d84739bd24ad69728147036fcfe15",
-            "e9d1e8cf5fb24ae5bf77fff494cb19be",
-            "9667517f0c5d488fa438af0a9194a56a",
-            "ae94488d8cd240ab8d1df56b22373d90",
-            "4873769002374f2999d2f0d98eea4292",
-            "888e8e9350ef4e4da1704f4f24f91313",
-            "696496958f524be682e8a535c3590d19",
-            "7ac859e3ac7345288fcc6ee78320f42e",
-            "d1f94722f882476f86ccc5514ea1d0d2",
-            "eee9df2eac924fd5a5cf1af74a64e42c",
-            "974c6bad10b94b6d9693a24902badc27",
-            "43a1b3f35d4c4d1abb75f02e4c040789",
-            "a16898eda30d4d75a6e0c2c512869137",
-            "46cb332062024f1f8cff246b90e7c725",
-            "e701f34d18b3470490590fe33307a030",
-            "1ffde46bb56c4c91a3213eb19abf1cdb",
-            "5a84b6dba3734d6a94bfddba7fe60597",
-            "b896fcccb74047dcab871b34e8bd2068",
-            "a7111164cac442dfb0e533cbff4f363b",
-            "321c0523ced14f08af825cdd3ee1bb30",
-            "12f77f4404c34ce7849f9823dc852b7a",
-            "5c416b5821fb4ad491e6fcc47100e187",
-            "13a74debb1244846b84f7efb6fbf8220",
-            "f7f18b55aeb54406875646174240bcde",
-            "a9d5ae2631f146ca8832ea365cafd44b",
-            "25794ab9c76742cd911fba5828a07b55",
-            "b28d4940b8d84bcd85dda20595bb78e8",
-            "8f360e5e80dc493a91c4dbc5b89ea7ee",
-            "5c0b409becc04c9391032793874207d6",
-            "3f4e2f7663054c1988b8d4981a92da46",
-            "6d8dfb3e01f24d199925d5b84beff125",
-            "c82ad873691f4d7e8059423a2a6be328",
-            "aab499acbe144705bc57ff18989f4b3e",
-            "153b7cc478bb4d9e9c981572de075848",
-            "6acf79c2fd0d4420b0b9307ac2b11e3b",
-            "758a5d93359e496b8b0a4ebd3a3f606b",
-            "b057a27133da4f6a85c3b51956fe52db",
-            "4000bacb63914286803b7ada8ac94bea",
-            "c4b438a528db4431b21efe0e720a3c32",
-            "60f6b14d68864c98aa9c786f7da55306",
-            "2748cefbcec3483fbd053694c674ebfc",
-            "7c186a738943475281633caf2a925ae9",
-            "1514af6070f445aa86530e424a6eafc3",
-            "25db2786cede4d31b118b1ca66afd7f0",
-            "c12c1669e7b04106ba949c3330fdb89b",
-            "35d6487007594eadbd63ffc561cc3a26",
-            "18944f718b8144db935c890cffde4fa5",
-            "f8645f100ee643b6b47381678fda0e3b",
-            "0dda003be9bd4ac38fc1e1f38bd5caea",
-            "531cd094572347a491c811816f02269a",
-            "67938079109640f492d94527aec5ca09",
-            "ca98152355644f90a9d44bdbacb5ff88",
-            "b89eceaa13fd4b47ac270f709d35485f",
-            "28937f1429984e2886507ce98944641a",
-            "3c2c5c93035e4b58b2726d48f10aea71"
-          ]
-        },
-        "id": "W3d0nlgO62DB",
-        "outputId": "f680cdb9-32a5-447a-f09d-456a2717ce79"
-      },
-      "outputs": [
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "156d84739bd24ad69728147036fcfe15",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Downloading (…)lve/main/config.json:   0%|          | 0.00/570 [00:00<?, ?B/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "43a1b3f35d4c4d1abb75f02e4c040789",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Downloading model.safetensors:   0%|          | 0.00/436M [00:00<?, ?B/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "name": "stderr",
-          "output_type": "stream",
-          "text": [
-            "Some weights of the model checkpoint at bert-base-cased were not used when initializing BertForSequenceClassification: ['cls.predictions.transform.dense.weight', 'cls.seq_relationship.bias', 'cls.predictions.transform.LayerNorm.weight', 'cls.predictions.bias', 'cls.seq_relationship.weight', 'cls.predictions.transform.LayerNorm.bias', 'cls.predictions.transform.dense.bias']\n",
-            "- This IS expected if you are initializing BertForSequenceClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).\n",
-            "- This IS NOT expected if you are initializing BertForSequenceClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).\n",
-            "Some weights of BertForSequenceClassification were not initialized from the model checkpoint at bert-base-cased and are newly initialized: ['classifier.weight', 'classifier.bias']\n",
-            "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n"
-          ]
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "13a74debb1244846b84f7efb6fbf8220",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Downloading (…)okenizer_config.json:   0%|          | 0.00/29.0 [00:00<?, ?B/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "153b7cc478bb4d9e9c981572de075848",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Downloading (…)solve/main/vocab.txt:   0%|          | 0.00/213k [00:00<?, ?B/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "c12c1669e7b04106ba949c3330fdb89b",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Downloading (…)/main/tokenizer.json:   0%|          | 0.00/436k [00:00<?, ?B/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "name": "stdout",
-          "output_type": "stream",
-          "text": [
-            "Model (bert-base-cased) ready.\n"
-          ]
-        }
-      ],
-      "source": [
-        "from transformers import AutoModelForSequenceClassification, AutoTokenizer\n",
-        "import torch\n",
-        "\n",
-        "model_name = \"bert-base-cased\" # \"neuralmind/bert-base-portuguese-cased\" bert-base-cased\n",
-        "\n",
-        "model = AutoModelForSequenceClassification.from_pretrained(model_name, num_labels=1)\n",
-        "tokenizer = AutoTokenizer.from_pretrained(model_name)\n",
-        "\n",
-        "if tokenizer.pad_token is None:\n",
-        "    tokenizer.pad_token = tokenizer.eos_token\n",
-        "    model.config.pad_token_id = model.config.eos_token_id\n",
-        "\n",
-        "print(f\"Model ({model_name}) ready.\")"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "kvq6hWQ4sAlw"
-      },
-      "source": [
-        "4. Preprocess the dataset to be compatible with the `RewardTrainer` from `tlr`."
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 17,
-          "referenced_widgets": [
-            "ca2f225fdf53485f95f878a6de8cc471",
-            "d2367b8814824b108a250bc935770720",
-            "68610ec59cdc4ffda0461f03ff17ae0f",
-            "d6867cbeba504574b3fd0dd0622925eb",
-            "a3050b0a67ed4f0ab2a8d4801fb608c2",
-            "5529e7881782416f9f4030f9848eae5a",
-            "6659d18fc6c14f1ebd4fcd181e09ea9f",
-            "acb193199ff3418e827d9776914e93fc",
-            "1796651a4ec846c291e54feb4bd1d803",
-            "f50f691208214f92869aa286a32b4ffd",
-            "3c8058abf64d40d0ba7c61b415e6c694"
-          ]
-        },
-        "id": "JwrPjIbo62DC",
-        "outputId": "96deaafd-478b-420e-b19c-6b3b86e2356a"
-      },
-      "outputs": [
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "ca2f225fdf53485f95f878a6de8cc471",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Map:   0%|          | 0/34234 [00:00<?, ? examples/s]"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        }
-      ],
-      "source": [
-        "def preprocess(examples):\n",
-        "    kwargs = {\"padding\": \"max_length\", \"truncation\": True, \"max_length\": 350, \"return_tensors\": \"pt\"}\n",
-        "\n",
-        "    prompt_plus_chosen_response = examples[\"instruction\"] + \"[SEP]\" + examples[\"chosen_response\"]\n",
-        "    prompt_plus_rejected_response = examples[\"instruction\"] + \"[SEP]\" + examples[\"rejected_response\"]\n",
-        "\n",
-        "    # Then tokenize these modified fields.\n",
-        "    tokens_chosen = tokenizer.encode_plus(prompt_plus_chosen_response, **kwargs)\n",
-        "    tokens_rejected = tokenizer.encode_plus(prompt_plus_rejected_response, **kwargs)\n",
-        "\n",
-        "    return {\n",
-        "        \"input_ids_chosen\": tokens_chosen[\"input_ids\"][0], \"attention_mask_chosen\": tokens_chosen[\"attention_mask\"][0],\n",
-        "        \"input_ids_rejected\": tokens_rejected[\"input_ids\"][0], \"attention_mask_rejected\": tokens_rejected[\"attention_mask\"][0]\n",
-        "    }\n",
-        "\n",
-        "formatted_dataset = dataset.map(preprocess)\n",
-        "formatted_dataset = formatted_dataset.train_test_split()"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "rpytDiCusMk4"
-      },
-      "source": [
-        "5. Train your model while tracking the CO2 emissions. 🌱"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "colab": {
-          "background_save": true,
-          "base_uri": "https://localhost:8080/",
-          "height": 1000
-        },
-        "id": "KwAoxTTF62DD",
-        "outputId": "757673d1-dfe6-43eb-8f57-dea8454ac0bd"
-      },
-      "outputs": [
-        {
-          "name": "stderr",
-          "output_type": "stream",
-          "text": [
-            "Using the `WANDB_DISABLED` environment variable is deprecated and will be removed in v5. Use the --report_to flag to control the integrations used for logging result (for instance --report_to none).\n",
-            "/usr/local/lib/python3.10/dist-packages/trl/trainer/reward_trainer.py:125: UserWarning: When using RewardDataCollatorWithPadding, you should set `max_length` in the RewardTrainer's init it will be set to `512` by default, but you should do it yourself in the future.\n",
-            "  warnings.warn(\n",
-            "/usr/local/lib/python3.10/dist-packages/trl/trainer/reward_trainer.py:136: UserWarning: When using RewardDataCollatorWithPadding, you should set `remove_unused_columns=False` in your TrainingArguments we have set it for you, but you should do it yourself in the future.\n",
-            "  warnings.warn(\n",
-            "[codecarbon INFO @ 13:43:43] [setup] RAM Tracking...\n",
-            "[codecarbon INFO @ 13:43:43] [setup] GPU Tracking...\n",
-            "[codecarbon INFO @ 13:43:43] Tracking Nvidia GPU via pynvml\n",
-            "[codecarbon INFO @ 13:43:43] [setup] CPU Tracking...\n",
-            "[codecarbon WARNING @ 13:43:43] No CPU tracking mode found. Falling back on CPU constant mode.\n",
-            "[codecarbon WARNING @ 13:43:44] We saw that you have a Intel(R) Xeon(R) CPU @ 2.20GHz but we don't know it. Please contact us.\n",
-            "[codecarbon INFO @ 13:43:44] CPU Model on constant consumption mode: Intel(R) Xeon(R) CPU @ 2.20GHz\n",
-            "[codecarbon INFO @ 13:43:44] >>> Tracker's metadata:\n",
-            "[codecarbon INFO @ 13:43:44]   Platform system: Linux-5.15.107+-x86_64-with-glibc2.31\n",
-            "[codecarbon INFO @ 13:43:44]   Python version: 3.10.12\n",
-            "[codecarbon INFO @ 13:43:44]   CodeCarbon version: 2.2.3\n",
-            "[codecarbon INFO @ 13:43:44]   Available RAM : 83.481 GB\n",
-            "[codecarbon INFO @ 13:43:44]   CPU count: 12\n",
-            "[codecarbon INFO @ 13:43:44]   CPU model: Intel(R) Xeon(R) CPU @ 2.20GHz\n",
-            "[codecarbon INFO @ 13:43:44]   GPU count: 1\n",
-            "[codecarbon INFO @ 13:43:44]   GPU model: 1 x NVIDIA A100-SXM4-40GB\n",
-            "/usr/local/lib/python3.10/dist-packages/transformers/optimization.py:411: FutureWarning: This implementation of AdamW is deprecated and will be removed in a future version. Use the PyTorch implementation torch.optim.AdamW instead, or set `no_deprecation_warning=True` to disable this warning\n",
-            "  warnings.warn(\n",
-            "You're using a BertTokenizerFast tokenizer. Please note that with a fast tokenizer, using the `__call__` method is faster than using a method to encode the text followed by a call to the `pad` method to get a padded encoding.\n",
-            "/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:2395: UserWarning: `max_length` is ignored when `padding`=`True` and there is no truncation strategy. To pad to max length, use `padding='max_length'`.\n",
-            "  warnings.warn(\n",
-            "Could not estimate the number of tokens of the input, floating-point operations will not be computed\n"
-          ]
-        },
-        {
-          "data": {
-            "text/html": [
-              "\n",
-              "    <div>\n",
-              "      \n",
-              "      <progress value='3060' max='3060' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
-              "      [3060/3060 1:20:07, Epoch 5/5]\n",
-              "    </div>\n",
-              "    <table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              " <tr style=\"text-align: left;\">\n",
-              "      <th>Step</th>\n",
-              "      <th>Training Loss</th>\n",
-              "      <th>Validation Loss</th>\n",
-              "      <th>Accuracy</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <td>200</td>\n",
-              "      <td>0.080300</td>\n",
-              "      <td>0.037106</td>\n",
-              "      <td>0.987499</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>400</td>\n",
-              "      <td>0.039300</td>\n",
-              "      <td>0.036421</td>\n",
-              "      <td>0.988433</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>600</td>\n",
-              "      <td>0.037200</td>\n",
-              "      <td>0.041799</td>\n",
-              "      <td>0.986447</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>800</td>\n",
-              "      <td>0.011400</td>\n",
-              "      <td>0.039411</td>\n",
-              "      <td>0.989602</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1000</td>\n",
-              "      <td>0.013800</td>\n",
-              "      <td>0.039781</td>\n",
-              "      <td>0.989718</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1200</td>\n",
-              "      <td>0.012700</td>\n",
-              "      <td>0.034337</td>\n",
-              "      <td>0.990887</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1400</td>\n",
-              "      <td>0.005200</td>\n",
-              "      <td>0.037403</td>\n",
-              "      <td>0.991120</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1600</td>\n",
-              "      <td>0.001800</td>\n",
-              "      <td>0.047661</td>\n",
-              "      <td>0.990653</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1800</td>\n",
-              "      <td>0.000900</td>\n",
-              "      <td>0.051354</td>\n",
-              "      <td>0.991237</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2000</td>\n",
-              "      <td>0.001000</td>\n",
-              "      <td>0.046224</td>\n",
-              "      <td>0.990419</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2200</td>\n",
-              "      <td>0.000200</td>\n",
-              "      <td>0.046582</td>\n",
-              "      <td>0.991120</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2400</td>\n",
-              "      <td>0.000600</td>\n",
-              "      <td>0.046632</td>\n",
-              "      <td>0.990536</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2600</td>\n",
-              "      <td>0.000100</td>\n",
-              "      <td>0.051437</td>\n",
-              "      <td>0.990770</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2800</td>\n",
-              "      <td>0.000500</td>\n",
-              "      <td>0.049085</td>\n",
-              "      <td>0.990887</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>3000</td>\n",
-              "      <td>0.000400</td>\n",
-              "      <td>0.049938</td>\n",
-              "      <td>0.991004</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table><p>"
-            ],
-            "text/plain": [
-              "<IPython.core.display.HTML object>"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "name": "stderr",
-          "output_type": "stream",
-          "text": [
-            "[codecarbon INFO @ 13:43:59] Energy consumed for RAM : 0.000130 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:43:59] Energy consumed for all GPUs : 0.001082 kWh. Total GPU Power : 259.618 W\n",
-            "[codecarbon INFO @ 13:43:59] Energy consumed for all CPUs : 0.000177 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:43:59] 0.001390 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:44:00] Energy consumed for RAM : 0.000130 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:44:00] Energy consumed for all GPUs : 0.001343 kWh. Total GPU Power : 322.313 W\n",
-            "[codecarbon INFO @ 13:44:00] Energy consumed for all CPUs : 0.000177 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:44:00] 0.001651 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:44:14] Energy consumed for RAM : 0.000261 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:44:14] Energy consumed for all GPUs : 0.002175 kWh. Total GPU Power : 262.56 W\n",
-            "[codecarbon INFO @ 13:44:14] Energy consumed for all CPUs : 0.000354 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:44:14] 0.002790 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:44:15] Energy consumed for RAM : 0.000261 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:44:15] Energy consumed for all GPUs : 0.002695 kWh. Total GPU Power : 324.652 W\n",
-            "[codecarbon INFO @ 13:44:15] Energy consumed for all CPUs : 0.000354 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:44:15] 0.003310 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:44:29] Energy consumed for RAM : 0.000391 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:44:29] Energy consumed for all GPUs : 0.003553 kWh. Total GPU Power : 330.81600000000003 W\n",
-            "[codecarbon INFO @ 13:44:29] Energy consumed for all CPUs : 0.000531 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:44:29] 0.004475 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:44:30] Energy consumed for RAM : 0.000391 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:44:30] Energy consumed for all GPUs : 0.003847 kWh. Total GPU Power : 276.623 W\n",
-            "[codecarbon INFO @ 13:44:30] Energy consumed for all CPUs : 0.000531 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:44:30] 0.004769 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:44:44] Energy consumed for RAM : 0.000521 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:44:44] Energy consumed for all GPUs : 0.004926 kWh. Total GPU Power : 329.67 W\n",
-            "[codecarbon INFO @ 13:44:44] Energy consumed for all CPUs : 0.000708 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:44:44] 0.006156 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:44:45] Energy consumed for RAM : 0.000521 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:44:45] Energy consumed for all GPUs : 0.004984 kWh. Total GPU Power : 273.084 W\n",
-            "[codecarbon INFO @ 13:44:45] Energy consumed for all CPUs : 0.000708 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:44:45] 0.006214 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:44:59] Energy consumed for RAM : 0.000652 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:44:59] Energy consumed for all GPUs : 0.005945 kWh. Total GPU Power : 244.65300000000002 W\n",
-            "[codecarbon INFO @ 13:44:59] Energy consumed for all CPUs : 0.000886 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:44:59] 0.007482 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:45:00] Energy consumed for RAM : 0.000652 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:45:00] Energy consumed for all GPUs : 0.006130 kWh. Total GPU Power : 275.152 W\n",
-            "[codecarbon INFO @ 13:45:00] Energy consumed for all CPUs : 0.000885 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:45:00] 0.007667 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:45:14] Energy consumed for RAM : 0.000782 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:45:14] Energy consumed for all GPUs : 0.007146 kWh. Total GPU Power : 288.619 W\n",
-            "[codecarbon INFO @ 13:45:14] Energy consumed for all CPUs : 0.001063 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:45:14] 0.008991 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:45:15] Energy consumed for RAM : 0.000782 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:45:15] Energy consumed for all GPUs : 0.007304 kWh. Total GPU Power : 281.892 W\n",
-            "[codecarbon INFO @ 13:45:15] Energy consumed for all CPUs : 0.001063 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:45:15] 0.009148 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:45:29] Energy consumed for RAM : 0.000912 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:45:29] Energy consumed for all GPUs : 0.008271 kWh. Total GPU Power : 270.188 W\n",
-            "[codecarbon INFO @ 13:45:29] Energy consumed for all CPUs : 0.001240 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:45:29] 0.010423 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:45:30] Energy consumed for RAM : 0.000912 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:45:30] Energy consumed for all GPUs : 0.008710 kWh. Total GPU Power : 337.847 W\n",
-            "[codecarbon INFO @ 13:45:30] Energy consumed for all CPUs : 0.001240 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:45:30] 0.010862 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:45:44] Energy consumed for RAM : 0.001043 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:45:44] Energy consumed for all GPUs : 0.009461 kWh. Total GPU Power : 285.676 W\n",
-            "[codecarbon INFO @ 13:45:44] Energy consumed for all CPUs : 0.001417 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:45:44] 0.011920 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:45:45] Energy consumed for RAM : 0.001043 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:45:45] Energy consumed for all GPUs : 0.009549 kWh. Total GPU Power : 201.49 W\n",
-            "[codecarbon INFO @ 13:45:45] Energy consumed for all CPUs : 0.001417 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:45:45] 0.012009 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:45:59] Energy consumed for RAM : 0.001173 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:45:59] Energy consumed for all GPUs : 0.010867 kWh. Total GPU Power : 337.847 W\n",
-            "[codecarbon INFO @ 13:45:59] Energy consumed for all CPUs : 0.001594 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:45:59] 0.013634 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:46:00] Energy consumed for RAM : 0.001173 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:46:00] Energy consumed for all GPUs : 0.010711 kWh. Total GPU Power : 278.97 W\n",
-            "[codecarbon INFO @ 13:46:00] Energy consumed for all CPUs : 0.001594 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:46:00] 0.013478 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:46:14] Energy consumed for RAM : 0.001303 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:46:14] Energy consumed for all GPUs : 0.012201 kWh. Total GPU Power : 320.29200000000003 W\n",
-            "[codecarbon INFO @ 13:46:14] Energy consumed for all CPUs : 0.001771 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:46:14] 0.015276 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:46:15] Energy consumed for RAM : 0.001303 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:46:15] Energy consumed for all GPUs : 0.011760 kWh. Total GPU Power : 251.98199999999997 W\n",
-            "[codecarbon INFO @ 13:46:15] Energy consumed for all CPUs : 0.001771 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:46:15] 0.014835 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:46:29] Energy consumed for RAM : 0.001434 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:46:29] Energy consumed for all GPUs : 0.013338 kWh. Total GPU Power : 273.127 W\n",
-            "[codecarbon INFO @ 13:46:29] Energy consumed for all CPUs : 0.001948 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:46:29] 0.016720 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:46:30] Energy consumed for RAM : 0.001434 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:46:30] Energy consumed for all GPUs : 0.012885 kWh. Total GPU Power : 270.188 W\n",
-            "[codecarbon INFO @ 13:46:30] Energy consumed for all CPUs : 0.001948 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:46:30] 0.016267 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:46:44] Energy consumed for RAM : 0.001564 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:46:44] Energy consumed for all GPUs : 0.014420 kWh. Total GPU Power : 259.618 W\n",
-            "[codecarbon INFO @ 13:46:44] Energy consumed for all CPUs : 0.002125 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:46:44] 0.018109 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:46:45] Energy consumed for RAM : 0.001564 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:46:45] Energy consumed for all GPUs : 0.014269 kWh. Total GPU Power : 332.21500000000003 W\n",
-            "[codecarbon INFO @ 13:46:45] Energy consumed for all CPUs : 0.002125 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:46:45] 0.017958 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:46:59] Energy consumed for RAM : 0.001694 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:46:59] Energy consumed for all GPUs : 0.015558 kWh. Total GPU Power : 273.41 W\n",
-            "[codecarbon INFO @ 13:46:59] Energy consumed for all CPUs : 0.002302 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:46:59] 0.019555 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:47:00] Energy consumed for RAM : 0.001694 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:47:00] Energy consumed for all GPUs : 0.015096 kWh. Total GPU Power : 198.598 W\n",
-            "[codecarbon INFO @ 13:47:00] Energy consumed for all CPUs : 0.002302 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:47:00] 0.019092 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:47:14] Energy consumed for RAM : 0.001825 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:47:14] Energy consumed for all GPUs : 0.016964 kWh. Total GPU Power : 337.576 W\n",
-            "[codecarbon INFO @ 13:47:14] Energy consumed for all CPUs : 0.002479 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:47:14] 0.021268 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:47:15] Energy consumed for RAM : 0.001825 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:47:15] Energy consumed for all GPUs : 0.016279 kWh. Total GPU Power : 284.259 W\n",
-            "[codecarbon INFO @ 13:47:15] Energy consumed for all CPUs : 0.002479 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:47:15] 0.020583 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:47:29] Energy consumed for RAM : 0.001955 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:47:29] Energy consumed for all GPUs : 0.018313 kWh. Total GPU Power : 324.11 W\n",
-            "[codecarbon INFO @ 13:47:29] Energy consumed for all CPUs : 0.002656 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:47:29] 0.022925 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:47:30] Energy consumed for RAM : 0.001955 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:47:30] Energy consumed for all GPUs : 0.017430 kWh. Total GPU Power : 276.338 W\n",
-            "[codecarbon INFO @ 13:47:30] Energy consumed for all CPUs : 0.002656 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:47:30] 0.022041 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:47:44] Energy consumed for RAM : 0.002085 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:47:44] Energy consumed for all GPUs : 0.019737 kWh. Total GPU Power : 341.9080000000001 W\n",
-            "[codecarbon INFO @ 13:47:44] Energy consumed for all CPUs : 0.002833 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:47:44] 0.024656 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:47:45] Energy consumed for RAM : 0.002085 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:47:45] Energy consumed for all GPUs : 0.018138 kWh. Total GPU Power : 170.11 W\n",
-            "[codecarbon INFO @ 13:47:45] Energy consumed for all CPUs : 0.002833 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:47:45] 0.023057 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:47:59] Energy consumed for RAM : 0.002216 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:47:59] Energy consumed for all GPUs : 0.021156 kWh. Total GPU Power : 340.709 W\n",
-            "[codecarbon INFO @ 13:47:59] Energy consumed for all CPUs : 0.003010 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:47:59] 0.026382 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:48:00] Energy consumed for RAM : 0.002216 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:48:00] Energy consumed for all GPUs : 0.019573 kWh. Total GPU Power : 344.608 W\n",
-            "[codecarbon INFO @ 13:48:00] Energy consumed for all CPUs : 0.003010 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:48:00] 0.024799 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:48:14] Energy consumed for RAM : 0.002346 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:48:14] Energy consumed for all GPUs : 0.022513 kWh. Total GPU Power : 325.85200000000003 W\n",
-            "[codecarbon INFO @ 13:48:14] Energy consumed for all CPUs : 0.003187 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:48:14] 0.028046 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:48:15] Energy consumed for RAM : 0.002346 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:48:15] Energy consumed for all GPUs : 0.021007 kWh. Total GPU Power : 344.337 W\n",
-            "[codecarbon INFO @ 13:48:15] Energy consumed for all CPUs : 0.003187 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:48:15] 0.026541 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:48:29] Energy consumed for RAM : 0.002476 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:48:29] Energy consumed for all GPUs : 0.023076 kWh. Total GPU Power : 135.234 W\n",
-            "[codecarbon INFO @ 13:48:29] Energy consumed for all CPUs : 0.003364 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:48:29] 0.028917 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:48:30] Energy consumed for RAM : 0.002476 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:48:30] Energy consumed for all GPUs : 0.022448 kWh. Total GPU Power : 345.993 W\n",
-            "[codecarbon INFO @ 13:48:30] Energy consumed for all CPUs : 0.003364 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:48:30] 0.028289 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:48:44] Energy consumed for RAM : 0.002607 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:48:44] Energy consumed for all GPUs : 0.024510 kWh. Total GPU Power : 344.337 W\n",
-            "[codecarbon INFO @ 13:48:44] Energy consumed for all CPUs : 0.003542 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:48:44] 0.030658 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:48:45] Energy consumed for RAM : 0.002607 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:48:45] Energy consumed for all GPUs : 0.023882 kWh. Total GPU Power : 344.523 W\n",
-            "[codecarbon INFO @ 13:48:45] Energy consumed for all CPUs : 0.003541 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:48:45] 0.030031 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:48:59] Energy consumed for RAM : 0.002737 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:48:59] Energy consumed for all GPUs : 0.025938 kWh. Total GPU Power : 343.053 W\n",
-            "[codecarbon INFO @ 13:48:59] Energy consumed for all CPUs : 0.003719 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:48:59] 0.032395 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:49:00] Energy consumed for RAM : 0.002737 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:49:00] Energy consumed for all GPUs : 0.025304 kWh. Total GPU Power : 341.394 W\n",
-            "[codecarbon INFO @ 13:49:00] Energy consumed for all CPUs : 0.003719 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:49:00] 0.031759 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:49:14] Energy consumed for RAM : 0.002867 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:49:14] Energy consumed for all GPUs : 0.027078 kWh. Total GPU Power : 274.277 W\n",
-            "[codecarbon INFO @ 13:49:14] Energy consumed for all CPUs : 0.003896 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:49:14] 0.033841 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:49:15] Energy consumed for RAM : 0.002867 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:49:15] Energy consumed for all GPUs : 0.026440 kWh. Total GPU Power : 272.806 W\n",
-            "[codecarbon INFO @ 13:49:15] Energy consumed for all CPUs : 0.003896 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:49:15] 0.033203 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:49:29] Energy consumed for RAM : 0.002998 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:49:29] Energy consumed for all GPUs : 0.028272 kWh. Total GPU Power : 286.87600000000003 W\n",
-            "[codecarbon INFO @ 13:49:29] Energy consumed for all CPUs : 0.004073 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:49:29] 0.035343 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:49:30] Energy consumed for RAM : 0.002998 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:49:30] Energy consumed for all GPUs : 0.027838 kWh. Total GPU Power : 335.758 W\n",
-            "[codecarbon INFO @ 13:49:30] Energy consumed for all CPUs : 0.004073 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:49:30] 0.034908 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:49:44] Energy consumed for RAM : 0.003128 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:49:44] Energy consumed for all GPUs : 0.029466 kWh. Total GPU Power : 286.598 W\n",
-            "[codecarbon INFO @ 13:49:44] Energy consumed for all CPUs : 0.004250 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:49:44] 0.036843 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:49:45] Energy consumed for RAM : 0.003128 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:49:45] Energy consumed for all GPUs : 0.029043 kWh. Total GPU Power : 289.494 W\n",
-            "[codecarbon INFO @ 13:49:45] Energy consumed for all CPUs : 0.004250 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:49:45] 0.036421 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:49:59] Energy consumed for RAM : 0.003258 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:49:59] Energy consumed for all GPUs : 0.030880 kWh. Total GPU Power : 339.644 W\n",
-            "[codecarbon INFO @ 13:49:59] Energy consumed for all CPUs : 0.004427 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:49:59] 0.038565 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:50:00] Energy consumed for RAM : 0.003258 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:50:00] Energy consumed for all GPUs : 0.030230 kWh. Total GPU Power : 285.12600000000003 W\n",
-            "[codecarbon INFO @ 13:50:00] Energy consumed for all CPUs : 0.004427 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:50:00] 0.037915 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:50:14] Energy consumed for RAM : 0.003389 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:50:14] Energy consumed for all GPUs : 0.031812 kWh. Total GPU Power : 223.577 W\n",
-            "[codecarbon INFO @ 13:50:14] Energy consumed for all CPUs : 0.004604 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:50:14] 0.039805 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:50:15] Energy consumed for RAM : 0.003389 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:50:15] Energy consumed for all GPUs : 0.031452 kWh. Total GPU Power : 293.30400000000003 W\n",
-            "[codecarbon INFO @ 13:50:15] Energy consumed for all CPUs : 0.004604 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:50:15] 0.039444 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:50:29] Energy consumed for RAM : 0.003519 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:50:29] Energy consumed for all GPUs : 0.032985 kWh. Total GPU Power : 281.913 W\n",
-            "[codecarbon INFO @ 13:50:29] Energy consumed for all CPUs : 0.004781 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:50:29] 0.041285 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:50:30] Energy consumed for RAM : 0.003519 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:50:30] Energy consumed for all GPUs : 0.032860 kWh. Total GPU Power : 338.10200000000003 W\n",
-            "[codecarbon INFO @ 13:50:30] Energy consumed for all CPUs : 0.004781 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:50:30] 0.041160 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:50:44] Energy consumed for RAM : 0.003649 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:50:44] Energy consumed for all GPUs : 0.034117 kWh. Total GPU Power : 271.938 W\n",
-            "[codecarbon INFO @ 13:50:44] Energy consumed for all CPUs : 0.004958 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:50:44] 0.042725 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:50:45] Energy consumed for RAM : 0.003649 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:50:45] Energy consumed for all GPUs : 0.034254 kWh. Total GPU Power : 334.884 W\n",
-            "[codecarbon INFO @ 13:50:45] Energy consumed for all CPUs : 0.004958 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:50:45] 0.042862 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:50:59] Energy consumed for RAM : 0.003780 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:50:59] Energy consumed for all GPUs : 0.035315 kWh. Total GPU Power : 287.725 W\n",
-            "[codecarbon INFO @ 13:50:59] Energy consumed for all CPUs : 0.005135 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:50:59] 0.044230 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:51:00] Energy consumed for RAM : 0.003780 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:51:00] Energy consumed for all GPUs : 0.035391 kWh. Total GPU Power : 273.084 W\n",
-            "[codecarbon INFO @ 13:51:00] Energy consumed for all CPUs : 0.005135 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:51:00] 0.044306 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:51:14] Energy consumed for RAM : 0.003910 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:51:14] Energy consumed for all GPUs : 0.036715 kWh. Total GPU Power : 336.029 W\n",
-            "[codecarbon INFO @ 13:51:14] Energy consumed for all CPUs : 0.005313 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:51:14] 0.045937 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:51:15] Energy consumed for RAM : 0.003910 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:51:15] Energy consumed for all GPUs : 0.036591 kWh. Total GPU Power : 288.023 W\n",
-            "[codecarbon INFO @ 13:51:15] Energy consumed for all CPUs : 0.005312 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:51:15] 0.045813 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:51:29] Energy consumed for RAM : 0.004040 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:51:29] Energy consumed for all GPUs : 0.037175 kWh. Total GPU Power : 110.56700000000001 W\n",
-            "[codecarbon INFO @ 13:51:29] Energy consumed for all CPUs : 0.005490 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:51:29] 0.046705 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:51:30] Energy consumed for RAM : 0.004040 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:51:30] Energy consumed for all GPUs : 0.037728 kWh. Total GPU Power : 273.084 W\n",
-            "[codecarbon INFO @ 13:51:30] Energy consumed for all CPUs : 0.005489 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:51:30] 0.047257 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:51:44] Energy consumed for RAM : 0.004171 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:51:44] Energy consumed for all GPUs : 0.038343 kWh. Total GPU Power : 280.44100000000003 W\n",
-            "[codecarbon INFO @ 13:51:44] Energy consumed for all CPUs : 0.005667 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:51:44] 0.048180 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:51:45] Energy consumed for RAM : 0.004171 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:51:45] Energy consumed for all GPUs : 0.039128 kWh. Total GPU Power : 336.3760000000001 W\n",
-            "[codecarbon INFO @ 13:51:45] Energy consumed for all CPUs : 0.005666 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:51:45] 0.048966 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:51:59] Energy consumed for RAM : 0.004301 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:51:59] Energy consumed for all GPUs : 0.039482 kWh. Total GPU Power : 273.681 W\n",
-            "[codecarbon INFO @ 13:51:59] Energy consumed for all CPUs : 0.005844 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:51:59] 0.049627 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:52:00] Energy consumed for RAM : 0.004301 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:52:00] Energy consumed for all GPUs : 0.040532 kWh. Total GPU Power : 336.957 W\n",
-            "[codecarbon INFO @ 13:52:00] Energy consumed for all CPUs : 0.005843 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:52:00] 0.050676 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:52:14] Energy consumed for RAM : 0.004431 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:52:14] Energy consumed for all GPUs : 0.040655 kWh. Total GPU Power : 281.587 W\n",
-            "[codecarbon INFO @ 13:52:14] Energy consumed for all CPUs : 0.006021 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:52:14] 0.051107 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:52:15] Energy consumed for RAM : 0.004431 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:52:15] Energy consumed for all GPUs : 0.041665 kWh. Total GPU Power : 272.20900000000006 W\n",
-            "[codecarbon INFO @ 13:52:15] Energy consumed for all CPUs : 0.006020 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:52:15] 0.052117 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:52:29] Energy consumed for RAM : 0.004562 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:52:29] Energy consumed for all GPUs : 0.042033 kWh. Total GPU Power : 331.141 W\n",
-            "[codecarbon INFO @ 13:52:29] Energy consumed for all CPUs : 0.006198 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:52:29] 0.052793 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:52:30] Energy consumed for RAM : 0.004562 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:52:30] Energy consumed for all GPUs : 0.042858 kWh. Total GPU Power : 286.598 W\n",
-            "[codecarbon INFO @ 13:52:30] Energy consumed for all CPUs : 0.006197 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:52:30] 0.053617 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:52:44] Energy consumed for RAM : 0.004692 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:52:44] Energy consumed for all GPUs : 0.042671 kWh. Total GPU Power : 152.80700000000002 W\n",
-            "[codecarbon INFO @ 13:52:44] Energy consumed for all CPUs : 0.006375 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:52:44] 0.053739 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:52:45] Energy consumed for RAM : 0.004692 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:52:45] Energy consumed for all GPUs : 0.044075 kWh. Total GPU Power : 292.166 W\n",
-            "[codecarbon INFO @ 13:52:45] Energy consumed for all CPUs : 0.006374 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:52:45] 0.055141 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:52:59] Energy consumed for RAM : 0.004822 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:52:59] Energy consumed for all GPUs : 0.044106 kWh. Total GPU Power : 344.855 W\n",
-            "[codecarbon INFO @ 13:52:59] Energy consumed for all CPUs : 0.006552 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:52:59] 0.055481 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:53:00] Energy consumed for RAM : 0.004822 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:53:00] Energy consumed for all GPUs : 0.045517 kWh. Total GPU Power : 346.35 W\n",
-            "[codecarbon INFO @ 13:53:00] Energy consumed for all CPUs : 0.006552 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:53:00] 0.056891 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:53:14] Energy consumed for RAM : 0.004953 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:53:14] Energy consumed for all GPUs : 0.045532 kWh. Total GPU Power : 342.428 W\n",
-            "[codecarbon INFO @ 13:53:14] Energy consumed for all CPUs : 0.006729 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:53:14] 0.057214 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:53:15] Energy consumed for RAM : 0.004953 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:53:15] Energy consumed for all GPUs : 0.046970 kWh. Total GPU Power : 349.806 W\n",
-            "[codecarbon INFO @ 13:53:15] Energy consumed for all CPUs : 0.006729 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:53:15] 0.058651 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:53:29] Energy consumed for RAM : 0.005083 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:53:29] Energy consumed for all GPUs : 0.046871 kWh. Total GPU Power : 321.431 W\n",
-            "[codecarbon INFO @ 13:53:29] Energy consumed for all CPUs : 0.006906 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:53:29] 0.058860 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:53:30] Energy consumed for RAM : 0.005083 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:53:30] Energy consumed for all GPUs : 0.048434 kWh. Total GPU Power : 351.547 W\n",
-            "[codecarbon INFO @ 13:53:30] Energy consumed for all CPUs : 0.006906 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:53:30] 0.060423 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:53:44] Energy consumed for RAM : 0.005213 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:53:44] Energy consumed for all GPUs : 0.047564 kWh. Total GPU Power : 166.442 W\n",
-            "[codecarbon INFO @ 13:53:44] Energy consumed for all CPUs : 0.007084 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:53:44] 0.059861 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:53:45] Energy consumed for RAM : 0.005213 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:53:45] Energy consumed for all GPUs : 0.049896 kWh. Total GPU Power : 351.00600000000003 W\n",
-            "[codecarbon INFO @ 13:53:45] Energy consumed for all CPUs : 0.007083 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:53:45] 0.062192 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:53:59] Energy consumed for RAM : 0.005344 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:53:59] Energy consumed for all GPUs : 0.048451 kWh. Total GPU Power : 212.999 W\n",
-            "[codecarbon INFO @ 13:53:59] Energy consumed for all CPUs : 0.007261 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:53:59] 0.061055 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:54:00] Energy consumed for RAM : 0.005344 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:54:00] Energy consumed for all GPUs : 0.051348 kWh. Total GPU Power : 348.94000000000005 W\n",
-            "[codecarbon INFO @ 13:54:00] Energy consumed for all CPUs : 0.007260 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:54:00] 0.063952 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:54:14] Energy consumed for RAM : 0.005474 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:54:14] Energy consumed for all GPUs : 0.049914 kWh. Total GPU Power : 351.276 W\n",
-            "[codecarbon INFO @ 13:54:14] Energy consumed for all CPUs : 0.007438 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:54:14] 0.062825 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:54:15] Energy consumed for RAM : 0.005474 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:54:15] Energy consumed for all GPUs : 0.052814 kWh. Total GPU Power : 351.88000000000005 W\n",
-            "[codecarbon INFO @ 13:54:15] Energy consumed for all CPUs : 0.007437 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:54:15] 0.065724 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:54:29] Energy consumed for RAM : 0.005604 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:54:29] Energy consumed for all GPUs : 0.051075 kWh. Total GPU Power : 278.97 W\n",
-            "[codecarbon INFO @ 13:54:29] Energy consumed for all CPUs : 0.007615 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:54:29] 0.064294 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:54:30] Energy consumed for RAM : 0.005604 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:54:30] Energy consumed for all GPUs : 0.054263 kWh. Total GPU Power : 348.06600000000003 W\n",
-            "[codecarbon INFO @ 13:54:30] Energy consumed for all CPUs : 0.007614 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:54:30] 0.067481 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:54:44] Energy consumed for RAM : 0.005735 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:54:44] Energy consumed for all GPUs : 0.052265 kWh. Total GPU Power : 285.676 W\n",
-            "[codecarbon INFO @ 13:54:44] Energy consumed for all CPUs : 0.007792 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:54:44] 0.065791 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:54:45] Energy consumed for RAM : 0.005734 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:54:45] Energy consumed for all GPUs : 0.055698 kWh. Total GPU Power : 345.12600000000003 W\n",
-            "[codecarbon INFO @ 13:54:45] Energy consumed for all CPUs : 0.007791 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:54:45] 0.069223 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:54:59] Energy consumed for RAM : 0.005865 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:54:59] Energy consumed for all GPUs : 0.053481 kWh. Total GPU Power : 292.166 W\n",
-            "[codecarbon INFO @ 13:54:59] Energy consumed for all CPUs : 0.007969 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:54:59] 0.067315 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:55:00] Energy consumed for RAM : 0.005865 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:55:00] Energy consumed for all GPUs : 0.056850 kWh. Total GPU Power : 276.623 W\n",
-            "[codecarbon INFO @ 13:55:00] Energy consumed for all CPUs : 0.007968 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:55:00] 0.070682 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:55:14] Energy consumed for RAM : 0.005995 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:55:14] Energy consumed for all GPUs : 0.054892 kWh. Total GPU Power : 338.698 W\n",
-            "[codecarbon INFO @ 13:55:14] Energy consumed for all CPUs : 0.008146 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:55:14] 0.069033 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:55:15] Energy consumed for RAM : 0.005995 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:55:15] Energy consumed for all GPUs : 0.057989 kWh. Total GPU Power : 273.681 W\n",
-            "[codecarbon INFO @ 13:55:15] Energy consumed for all CPUs : 0.008145 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:55:15] 0.072129 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:55:29] Energy consumed for RAM : 0.006126 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:55:29] Energy consumed for all GPUs : 0.055412 kWh. Total GPU Power : 124.923 W\n",
-            "[codecarbon INFO @ 13:55:29] Energy consumed for all CPUs : 0.008323 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:55:29] 0.069861 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:55:30] Energy consumed for RAM : 0.006125 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:55:30] Energy consumed for all GPUs : 0.059144 kWh. Total GPU Power : 277.22700000000003 W\n",
-            "[codecarbon INFO @ 13:55:30] Energy consumed for all CPUs : 0.008322 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:55:30] 0.073591 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:55:44] Energy consumed for RAM : 0.006256 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:55:44] Energy consumed for all GPUs : 0.056612 kWh. Total GPU Power : 288.944 W\n",
-            "[codecarbon INFO @ 13:55:44] Energy consumed for all CPUs : 0.008500 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:55:44] 0.071368 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:55:45] Energy consumed for RAM : 0.006256 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:55:45] Energy consumed for all GPUs : 0.060590 kWh. Total GPU Power : 347.462 W\n",
-            "[codecarbon INFO @ 13:55:45] Energy consumed for all CPUs : 0.008499 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:55:45] 0.075345 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:55:59] Energy consumed for RAM : 0.006386 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:55:59] Energy consumed for all GPUs : 0.057812 kWh. Total GPU Power : 288.05 W\n",
-            "[codecarbon INFO @ 13:55:59] Energy consumed for all CPUs : 0.008677 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:55:59] 0.072875 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:56:00] Energy consumed for RAM : 0.006386 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:56:00] Energy consumed for all GPUs : 0.062003 kWh. Total GPU Power : 339.293 W\n",
-            "[codecarbon INFO @ 13:56:00] Energy consumed for all CPUs : 0.008677 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:56:00] 0.077066 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:56:14] Energy consumed for RAM : 0.006517 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:56:14] Energy consumed for all GPUs : 0.059022 kWh. Total GPU Power : 290.687 W\n",
-            "[codecarbon INFO @ 13:56:14] Energy consumed for all CPUs : 0.008854 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:56:14] 0.074393 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:56:15] Energy consumed for RAM : 0.006516 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:56:15] Energy consumed for all GPUs : 0.063176 kWh. Total GPU Power : 282.184 W\n",
-            "[codecarbon INFO @ 13:56:15] Energy consumed for all CPUs : 0.008853 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:56:15] 0.078546 kWh of electricity used since the beginning.\n",
-            "/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:2395: UserWarning: `max_length` is ignored when `padding`=`True` and there is no truncation strategy. To pad to max length, use `padding='max_length'`.\n",
-            "  warnings.warn(\n",
-            "[codecarbon INFO @ 13:56:29] Energy consumed for RAM : 0.006647 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:56:29] Energy consumed for all GPUs : 0.060183 kWh. Total GPU Power : 278.682 W\n",
-            "[codecarbon INFO @ 13:56:29] Energy consumed for all CPUs : 0.009031 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:56:29] 0.075861 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:56:30] Energy consumed for RAM : 0.006646 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:56:30] Energy consumed for all GPUs : 0.064544 kWh. Total GPU Power : 328.455 W\n",
-            "[codecarbon INFO @ 13:56:30] Energy consumed for all CPUs : 0.009030 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:56:30] 0.080221 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:56:44] Energy consumed for RAM : 0.006777 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:56:44] Energy consumed for all GPUs : 0.061361 kWh. Total GPU Power : 283.059 W\n",
-            "[codecarbon INFO @ 13:56:44] Energy consumed for all CPUs : 0.009208 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:56:44] 0.077347 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:56:45] Energy consumed for RAM : 0.006777 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:56:45] Energy consumed for all GPUs : 0.065664 kWh. Total GPU Power : 268.99600000000004 W\n",
-            "[codecarbon INFO @ 13:56:45] Energy consumed for all CPUs : 0.009207 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:56:45] 0.081648 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:56:59] Energy consumed for RAM : 0.006907 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:56:59] Energy consumed for all GPUs : 0.062755 kWh. Total GPU Power : 334.634 W\n",
-            "[codecarbon INFO @ 13:56:59] Energy consumed for all CPUs : 0.009385 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:56:59] 0.079047 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:57:00] Energy consumed for RAM : 0.006907 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:57:00] Energy consumed for all GPUs : 0.066786 kWh. Total GPU Power : 269.592 W\n",
-            "[codecarbon INFO @ 13:57:00] Energy consumed for all CPUs : 0.009385 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:57:00] 0.083078 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:57:14] Energy consumed for RAM : 0.007038 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:57:14] Energy consumed for all GPUs : 0.063795 kWh. Total GPU Power : 249.969 W\n",
-            "[codecarbon INFO @ 13:57:14] Energy consumed for all CPUs : 0.009562 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:57:14] 0.080396 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:57:15] Energy consumed for RAM : 0.007037 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:57:15] Energy consumed for all GPUs : 0.067964 kWh. Total GPU Power : 282.788 W\n",
-            "[codecarbon INFO @ 13:57:15] Energy consumed for all CPUs : 0.009562 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:57:15] 0.084563 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:57:29] Energy consumed for RAM : 0.007168 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:57:29] Energy consumed for all GPUs : 0.064945 kWh. Total GPU Power : 276.027 W\n",
-            "[codecarbon INFO @ 13:57:29] Energy consumed for all CPUs : 0.009739 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:57:29] 0.081852 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:57:30] Energy consumed for RAM : 0.007168 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:57:30] Energy consumed for all GPUs : 0.069362 kWh. Total GPU Power : 335.758 W\n",
-            "[codecarbon INFO @ 13:57:30] Energy consumed for all CPUs : 0.009739 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:57:30] 0.086269 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:57:44] Energy consumed for RAM : 0.007299 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:57:44] Energy consumed for all GPUs : 0.066084 kWh. Total GPU Power : 273.681 W\n",
-            "[codecarbon INFO @ 13:57:44] Energy consumed for all CPUs : 0.009917 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:57:44] 0.083299 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:57:45] Energy consumed for RAM : 0.007298 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:57:45] Energy consumed for all GPUs : 0.070767 kWh. Total GPU Power : 337.305 W\n",
-            "[codecarbon INFO @ 13:57:45] Energy consumed for all CPUs : 0.009916 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:57:45] 0.087981 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:57:59] Energy consumed for RAM : 0.007429 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:57:59] Energy consumed for all GPUs : 0.067485 kWh. Total GPU Power : 336.354 W\n",
-            "[codecarbon INFO @ 13:57:59] Energy consumed for all CPUs : 0.010094 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:57:59] 0.085008 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:58:00] Energy consumed for RAM : 0.007428 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:58:00] Energy consumed for all GPUs : 0.071943 kWh. Total GPU Power : 282.455 W\n",
-            "[codecarbon INFO @ 13:58:00] Energy consumed for all CPUs : 0.010093 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:58:00] 0.089464 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:58:14] Energy consumed for RAM : 0.007559 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:58:14] Energy consumed for all GPUs : 0.068881 kWh. Total GPU Power : 335.154 W\n",
-            "[codecarbon INFO @ 13:58:14] Energy consumed for all CPUs : 0.010271 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:58:14] 0.086711 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:58:15] Energy consumed for RAM : 0.007559 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:58:15] Energy consumed for all GPUs : 0.073040 kWh. Total GPU Power : 263.4340000000001 W\n",
-            "[codecarbon INFO @ 13:58:15] Energy consumed for all CPUs : 0.010270 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:58:15] 0.090869 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:58:29] Energy consumed for RAM : 0.007690 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:58:29] Energy consumed for all GPUs : 0.070314 kWh. Total GPU Power : 344.252 W\n",
-            "[codecarbon INFO @ 13:58:29] Energy consumed for all CPUs : 0.010448 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:58:29] 0.088451 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:58:30] Energy consumed for RAM : 0.007689 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:58:30] Energy consumed for all GPUs : 0.074458 kWh. Total GPU Power : 340.43800000000005 W\n",
-            "[codecarbon INFO @ 13:58:30] Energy consumed for all CPUs : 0.010447 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:58:30] 0.092595 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:58:44] Energy consumed for RAM : 0.007820 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:58:44] Energy consumed for all GPUs : 0.071749 kWh. Total GPU Power : 344.523 W\n",
-            "[codecarbon INFO @ 13:58:44] Energy consumed for all CPUs : 0.010625 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:58:44] 0.090193 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:58:45] Energy consumed for RAM : 0.007820 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:58:45] Energy consumed for all GPUs : 0.075893 kWh. Total GPU Power : 343.981 W\n",
-            "[codecarbon INFO @ 13:58:45] Energy consumed for all CPUs : 0.010624 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:58:45] 0.094337 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:58:59] Energy consumed for RAM : 0.007950 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:58:59] Energy consumed for all GPUs : 0.073183 kWh. Total GPU Power : 344.523 W\n",
-            "[codecarbon INFO @ 13:58:59] Energy consumed for all CPUs : 0.010802 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:58:59] 0.091935 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:59:00] Energy consumed for RAM : 0.007950 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:59:00] Energy consumed for all GPUs : 0.077332 kWh. Total GPU Power : 345.12600000000003 W\n",
-            "[codecarbon INFO @ 13:59:00] Energy consumed for all CPUs : 0.010802 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:59:00] 0.096084 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:59:14] Energy consumed for RAM : 0.008081 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:59:14] Energy consumed for all GPUs : 0.074339 kWh. Total GPU Power : 277.49800000000005 W\n",
-            "[codecarbon INFO @ 13:59:14] Energy consumed for all CPUs : 0.010979 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:59:14] 0.093398 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:59:15] Energy consumed for RAM : 0.008080 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:59:15] Energy consumed for all GPUs : 0.078772 kWh. Total GPU Power : 345.993 W\n",
-            "[codecarbon INFO @ 13:59:15] Energy consumed for all CPUs : 0.010979 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:59:15] 0.097831 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:59:29] Energy consumed for RAM : 0.008211 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:59:29] Energy consumed for all GPUs : 0.075376 kWh. Total GPU Power : 249.09400000000002 W\n",
-            "[codecarbon INFO @ 13:59:29] Energy consumed for all CPUs : 0.011156 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:59:29] 0.094743 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:59:30] Energy consumed for RAM : 0.008211 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:59:30] Energy consumed for all GPUs : 0.080209 kWh. Total GPU Power : 345.12600000000003 W\n",
-            "[codecarbon INFO @ 13:59:30] Energy consumed for all CPUs : 0.011156 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:59:30] 0.099576 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:59:44] Energy consumed for RAM : 0.008341 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:59:44] Energy consumed for all GPUs : 0.076774 kWh. Total GPU Power : 335.758 W\n",
-            "[codecarbon INFO @ 13:59:44] Energy consumed for all CPUs : 0.011333 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:59:44] 0.096448 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:59:45] Energy consumed for RAM : 0.008341 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:59:45] Energy consumed for all GPUs : 0.081411 kWh. Total GPU Power : 288.619 W\n",
-            "[codecarbon INFO @ 13:59:45] Energy consumed for all CPUs : 0.011333 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:59:45] 0.101085 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 13:59:59] Energy consumed for RAM : 0.008472 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 13:59:59] Energy consumed for all GPUs : 0.077969 kWh. Total GPU Power : 286.87600000000003 W\n",
-            "[codecarbon INFO @ 13:59:59] Energy consumed for all CPUs : 0.011510 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 13:59:59] 0.097950 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:00:00] Energy consumed for RAM : 0.008471 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:00:00] Energy consumed for all GPUs : 0.082800 kWh. Total GPU Power : 333.685 W\n",
-            "[codecarbon INFO @ 14:00:00] Energy consumed for all CPUs : 0.011510 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:00:00] 0.102782 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:00:14] Energy consumed for RAM : 0.008602 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:00:14] Energy consumed for all GPUs : 0.079123 kWh. Total GPU Power : 277.22700000000003 W\n",
-            "[codecarbon INFO @ 14:00:14] Energy consumed for all CPUs : 0.011687 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:00:14] 0.099412 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:00:15] Energy consumed for RAM : 0.008602 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:00:15] Energy consumed for all GPUs : 0.083424 kWh. Total GPU Power : 149.436 W\n",
-            "[codecarbon INFO @ 14:00:15] Energy consumed for all CPUs : 0.011688 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:00:15] 0.103713 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:00:29] Energy consumed for RAM : 0.008732 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:00:29] Energy consumed for all GPUs : 0.080532 kWh. Total GPU Power : 338.373 W\n",
-            "[codecarbon INFO @ 14:00:29] Energy consumed for all CPUs : 0.011864 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:00:29] 0.101129 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:00:30] Energy consumed for RAM : 0.008732 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:00:30] Energy consumed for all GPUs : 0.084608 kWh. Total GPU Power : 284.801 W\n",
-            "[codecarbon INFO @ 14:00:30] Energy consumed for all CPUs : 0.011864 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:00:30] 0.105204 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:00:44] Energy consumed for RAM : 0.008862 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:00:44] Energy consumed for all GPUs : 0.080973 kWh. Total GPU Power : 106.148 W\n",
-            "[codecarbon INFO @ 14:00:44] Energy consumed for all CPUs : 0.012041 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:00:44] 0.101877 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:00:45] Energy consumed for RAM : 0.008862 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:00:45] Energy consumed for all GPUs : 0.085801 kWh. Total GPU Power : 286.58 W\n",
-            "[codecarbon INFO @ 14:00:45] Energy consumed for all CPUs : 0.012041 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:00:45] 0.106705 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:00:59] Energy consumed for RAM : 0.008993 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:00:59] Energy consumed for all GPUs : 0.082117 kWh. Total GPU Power : 274.556 W\n",
-            "[codecarbon INFO @ 14:00:59] Energy consumed for all CPUs : 0.012218 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:00:59] 0.103328 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:01:00] Energy consumed for RAM : 0.008993 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:01:00] Energy consumed for all GPUs : 0.086943 kWh. Total GPU Power : 274.272 W\n",
-            "[codecarbon INFO @ 14:01:00] Energy consumed for all CPUs : 0.012218 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:01:00] 0.108155 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:01:14] Energy consumed for RAM : 0.009123 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:01:14] Energy consumed for all GPUs : 0.083268 kWh. Total GPU Power : 276.623 W\n",
-            "[codecarbon INFO @ 14:01:14] Energy consumed for all CPUs : 0.012395 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:01:14] 0.104787 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:01:15] Energy consumed for RAM : 0.009123 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:01:15] Energy consumed for all GPUs : 0.088324 kWh. Total GPU Power : 331.673 W\n",
-            "[codecarbon INFO @ 14:01:15] Energy consumed for all CPUs : 0.012396 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:01:15] 0.109843 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:01:29] Energy consumed for RAM : 0.009253 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:01:29] Energy consumed for all GPUs : 0.084465 kWh. Total GPU Power : 287.447 W\n",
-            "[codecarbon INFO @ 14:01:29] Energy consumed for all CPUs : 0.012573 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:01:29] 0.106291 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:01:30] Energy consumed for RAM : 0.009253 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:01:30] Energy consumed for all GPUs : 0.089088 kWh. Total GPU Power : 183.401 W\n",
-            "[codecarbon INFO @ 14:01:30] Energy consumed for all CPUs : 0.012573 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:01:30] 0.110914 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:01:44] Energy consumed for RAM : 0.009384 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:01:44] Energy consumed for all GPUs : 0.085857 kWh. Total GPU Power : 334.363 W\n",
-            "[codecarbon INFO @ 14:01:44] Energy consumed for all CPUs : 0.012750 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:01:44] 0.107991 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:01:45] Energy consumed for RAM : 0.009384 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:01:45] Energy consumed for all GPUs : 0.090236 kWh. Total GPU Power : 275.75600000000003 W\n",
-            "[codecarbon INFO @ 14:01:45] Energy consumed for all CPUs : 0.012750 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:01:45] 0.112370 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:01:59] Energy consumed for RAM : 0.009514 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:01:59] Energy consumed for all GPUs : 0.087177 kWh. Total GPU Power : 317.021 W\n",
-            "[codecarbon INFO @ 14:01:59] Energy consumed for all CPUs : 0.012927 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:01:59] 0.109618 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:02:00] Energy consumed for RAM : 0.009514 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:02:00] Energy consumed for all GPUs : 0.091420 kWh. Total GPU Power : 284.259 W\n",
-            "[codecarbon INFO @ 14:02:00] Energy consumed for all CPUs : 0.012927 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:02:00] 0.113861 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:02:14] Energy consumed for RAM : 0.009644 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:02:14] Energy consumed for all GPUs : 0.088327 kWh. Total GPU Power : 276.027 W\n",
-            "[codecarbon INFO @ 14:02:14] Energy consumed for all CPUs : 0.013104 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:02:14] 0.111075 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:02:15] Energy consumed for RAM : 0.009644 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:02:15] Energy consumed for all GPUs : 0.092550 kWh. Total GPU Power : 271.325 W\n",
-            "[codecarbon INFO @ 14:02:15] Energy consumed for all CPUs : 0.013104 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:02:15] 0.115298 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:02:29] Energy consumed for RAM : 0.009775 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:02:29] Energy consumed for all GPUs : 0.089483 kWh. Total GPU Power : 277.77 W\n",
-            "[codecarbon INFO @ 14:02:29] Energy consumed for all CPUs : 0.013281 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:02:29] 0.112539 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:02:30] Energy consumed for RAM : 0.009775 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:02:30] Energy consumed for all GPUs : 0.093961 kWh. Total GPU Power : 338.9680000000001 W\n",
-            "[codecarbon INFO @ 14:02:30] Energy consumed for all CPUs : 0.013281 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:02:30] 0.117017 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:02:44] Energy consumed for RAM : 0.009905 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:02:44] Energy consumed for all GPUs : 0.090678 kWh. Total GPU Power : 286.851 W\n",
-            "[codecarbon INFO @ 14:02:44] Energy consumed for all CPUs : 0.013458 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:02:44] 0.114041 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:02:45] Energy consumed for RAM : 0.009905 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:02:45] Energy consumed for all GPUs : 0.094909 kWh. Total GPU Power : 227.666 W\n",
-            "[codecarbon INFO @ 14:02:45] Energy consumed for all CPUs : 0.013458 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:02:45] 0.118272 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:02:59] Energy consumed for RAM : 0.010035 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:02:59] Energy consumed for all GPUs : 0.092076 kWh. Total GPU Power : 335.758 W\n",
-            "[codecarbon INFO @ 14:02:59] Energy consumed for all CPUs : 0.013635 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:02:59] 0.115746 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:03:00] Energy consumed for RAM : 0.010035 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:03:00] Energy consumed for all GPUs : 0.096048 kWh. Total GPU Power : 274.277 W\n",
-            "[codecarbon INFO @ 14:03:00] Energy consumed for all CPUs : 0.013635 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:03:00] 0.119718 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:03:14] Energy consumed for RAM : 0.010166 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:03:14] Energy consumed for all GPUs : 0.092917 kWh. Total GPU Power : 202.149 W\n",
-            "[codecarbon INFO @ 14:03:14] Energy consumed for all CPUs : 0.013812 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:03:14] 0.116895 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:03:15] Energy consumed for RAM : 0.010165 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:03:15] Energy consumed for all GPUs : 0.097248 kWh. Total GPU Power : 288.023 W\n",
-            "[codecarbon INFO @ 14:03:15] Energy consumed for all CPUs : 0.013812 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:03:15] 0.121225 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:03:29] Energy consumed for RAM : 0.010296 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:03:29] Energy consumed for all GPUs : 0.094052 kWh. Total GPU Power : 272.535 W\n",
-            "[codecarbon INFO @ 14:03:29] Energy consumed for all CPUs : 0.013989 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:03:29] 0.118337 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:03:30] Energy consumed for RAM : 0.010296 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:03:30] Energy consumed for all GPUs : 0.098626 kWh. Total GPU Power : 331.07 W\n",
-            "[codecarbon INFO @ 14:03:30] Energy consumed for all CPUs : 0.013989 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:03:30] 0.122911 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:03:44] Energy consumed for RAM : 0.010426 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:03:44] Energy consumed for all GPUs : 0.095478 kWh. Total GPU Power : 342.511 W\n",
-            "[codecarbon INFO @ 14:03:44] Energy consumed for all CPUs : 0.014166 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:03:44] 0.120071 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:03:45] Energy consumed for RAM : 0.010426 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:03:45] Energy consumed for all GPUs : 0.099151 kWh. Total GPU Power : 126.12500000000001 W\n",
-            "[codecarbon INFO @ 14:03:45] Energy consumed for all CPUs : 0.014166 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:03:45] 0.123743 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:03:59] Energy consumed for RAM : 0.010557 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:03:59] Energy consumed for all GPUs : 0.096863 kWh. Total GPU Power : 332.558 W\n",
-            "[codecarbon INFO @ 14:03:59] Energy consumed for all CPUs : 0.014343 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:03:59] 0.121763 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:04:00] Energy consumed for RAM : 0.010556 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:04:00] Energy consumed for all GPUs : 0.100575 kWh. Total GPU Power : 341.9080000000001 W\n",
-            "[codecarbon INFO @ 14:04:00] Energy consumed for all CPUs : 0.014343 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:04:00] 0.125475 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:04:14] Energy consumed for RAM : 0.010687 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:04:14] Energy consumed for all GPUs : 0.097854 kWh. Total GPU Power : 237.919 W\n",
-            "[codecarbon INFO @ 14:04:14] Energy consumed for all CPUs : 0.014520 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:04:14] 0.123061 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:04:15] Energy consumed for RAM : 0.010687 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:04:15] Energy consumed for all GPUs : 0.101999 kWh. Total GPU Power : 341.9080000000001 W\n",
-            "[codecarbon INFO @ 14:04:15] Energy consumed for all CPUs : 0.014520 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:04:15] 0.127206 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:04:29] Energy consumed for RAM : 0.010817 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:04:29] Energy consumed for all GPUs : 0.098425 kWh. Total GPU Power : 137.257 W\n",
-            "[codecarbon INFO @ 14:04:29] Energy consumed for all CPUs : 0.014697 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:04:29] 0.123940 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:04:30] Energy consumed for RAM : 0.010817 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:04:30] Energy consumed for all GPUs : 0.103449 kWh. Total GPU Power : 348.06600000000003 W\n",
-            "[codecarbon INFO @ 14:04:30] Energy consumed for all CPUs : 0.014697 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:04:30] 0.128963 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:04:44] Energy consumed for RAM : 0.010948 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:04:44] Energy consumed for all GPUs : 0.099855 kWh. Total GPU Power : 343.4080000000001 W\n",
-            "[codecarbon INFO @ 14:04:44] Energy consumed for all CPUs : 0.014874 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:04:44] 0.125677 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:04:45] Energy consumed for RAM : 0.010948 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:04:45] Energy consumed for all GPUs : 0.104239 kWh. Total GPU Power : 189.558 W\n",
-            "[codecarbon INFO @ 14:04:45] Energy consumed for all CPUs : 0.014875 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:04:45] 0.130062 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:04:59] Energy consumed for RAM : 0.011078 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:04:59] Energy consumed for all GPUs : 0.101001 kWh. Total GPU Power : 275.152 W\n",
-            "[codecarbon INFO @ 14:04:59] Energy consumed for all CPUs : 0.015051 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:04:59] 0.127131 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:05:00] Energy consumed for RAM : 0.011078 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:05:00] Energy consumed for all GPUs : 0.105423 kWh. Total GPU Power : 284.5300000000001 W\n",
-            "[codecarbon INFO @ 14:05:00] Energy consumed for all CPUs : 0.015052 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:05:00] 0.131553 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:05:14] Energy consumed for RAM : 0.011208 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:05:14] Energy consumed for all GPUs : 0.102119 kWh. Total GPU Power : 268.392 W\n",
-            "[codecarbon INFO @ 14:05:14] Energy consumed for all CPUs : 0.015228 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:05:14] 0.128556 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:05:15] Energy consumed for RAM : 0.011208 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:05:15] Energy consumed for all GPUs : 0.106828 kWh. Total GPU Power : 337.228 W\n",
-            "[codecarbon INFO @ 14:05:15] Energy consumed for all CPUs : 0.015229 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:05:15] 0.133265 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:05:29] Energy consumed for RAM : 0.011339 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:05:29] Energy consumed for all GPUs : 0.103261 kWh. Total GPU Power : 274.277 W\n",
-            "[codecarbon INFO @ 14:05:29] Energy consumed for all CPUs : 0.015406 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:05:29] 0.130005 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:05:30] Energy consumed for RAM : 0.011339 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:05:30] Energy consumed for all GPUs : 0.108206 kWh. Total GPU Power : 331.07 W\n",
-            "[codecarbon INFO @ 14:05:30] Energy consumed for all CPUs : 0.015406 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:05:30] 0.134951 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:05:44] Energy consumed for RAM : 0.011469 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:05:44] Energy consumed for all GPUs : 0.104653 kWh. Total GPU Power : 334.288 W\n",
-            "[codecarbon INFO @ 14:05:44] Energy consumed for all CPUs : 0.015583 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:05:44] 0.131704 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:05:45] Energy consumed for RAM : 0.011469 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:05:45] Energy consumed for all GPUs : 0.109356 kWh. Total GPU Power : 276.0130000000001 W\n",
-            "[codecarbon INFO @ 14:05:45] Energy consumed for all CPUs : 0.015583 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:05:45] 0.136407 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:05:59] Energy consumed for RAM : 0.011599 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:05:59] Energy consumed for all GPUs : 0.106030 kWh. Total GPU Power : 330.7990000000001 W\n",
-            "[codecarbon INFO @ 14:05:59] Energy consumed for all CPUs : 0.015760 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:05:59] 0.133389 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:06:00] Energy consumed for RAM : 0.011599 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:06:00] Energy consumed for all GPUs : 0.110465 kWh. Total GPU Power : 266.3740000000001 W\n",
-            "[codecarbon INFO @ 14:06:00] Energy consumed for all CPUs : 0.015760 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:06:00] 0.137824 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:06:14] Energy consumed for RAM : 0.011730 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:06:14] Energy consumed for all GPUs : 0.107213 kWh. Total GPU Power : 284.507 W\n",
-            "[codecarbon INFO @ 14:06:14] Energy consumed for all CPUs : 0.015937 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:06:14] 0.134880 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:06:15] Energy consumed for RAM : 0.011730 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:06:15] Energy consumed for all GPUs : 0.111630 kWh. Total GPU Power : 279.827 W\n",
-            "[codecarbon INFO @ 14:06:15] Energy consumed for all CPUs : 0.015937 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:06:15] 0.139297 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:06:29] Energy consumed for RAM : 0.011860 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:06:29] Energy consumed for all GPUs : 0.108368 kWh. Total GPU Power : 277.22700000000003 W\n",
-            "[codecarbon INFO @ 14:06:29] Energy consumed for all CPUs : 0.016114 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:06:29] 0.136342 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:06:30] Energy consumed for RAM : 0.011860 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:06:30] Energy consumed for all GPUs : 0.113045 kWh. Total GPU Power : 339.842 W\n",
-            "[codecarbon INFO @ 14:06:30] Energy consumed for all CPUs : 0.016114 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:06:30] 0.141019 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:06:44] Energy consumed for RAM : 0.011990 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:06:44] Energy consumed for all GPUs : 0.109513 kWh. Total GPU Power : 275.139 W\n",
-            "[codecarbon INFO @ 14:06:44] Energy consumed for all CPUs : 0.016291 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:06:44] 0.137794 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:06:45] Energy consumed for RAM : 0.011990 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:06:45] Energy consumed for all GPUs : 0.114435 kWh. Total GPU Power : 333.685 W\n",
-            "[codecarbon INFO @ 14:06:45] Energy consumed for all CPUs : 0.016291 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:06:45] 0.142716 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:06:59] Energy consumed for RAM : 0.012121 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:06:59] Energy consumed for all GPUs : 0.110918 kWh. Total GPU Power : 337.228 W\n",
-            "[codecarbon INFO @ 14:06:59] Energy consumed for all CPUs : 0.016468 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:06:59] 0.139506 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:07:00] Energy consumed for RAM : 0.012121 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:07:00] Energy consumed for all GPUs : 0.115603 kWh. Total GPU Power : 280.712 W\n",
-            "[codecarbon INFO @ 14:07:00] Energy consumed for all CPUs : 0.016468 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:07:00] 0.144192 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:07:14] Energy consumed for RAM : 0.012251 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:07:14] Energy consumed for all GPUs : 0.111402 kWh. Total GPU Power : 116.33800000000001 W\n",
-            "[codecarbon INFO @ 14:07:14] Energy consumed for all CPUs : 0.016645 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:07:14] 0.140298 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:07:15] Energy consumed for RAM : 0.012251 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:07:15] Energy consumed for all GPUs : 0.116762 kWh. Total GPU Power : 278.366 W\n",
-            "[codecarbon INFO @ 14:07:15] Energy consumed for all CPUs : 0.016645 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:07:15] 0.145658 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:07:29] Energy consumed for RAM : 0.012381 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:07:29] Energy consumed for all GPUs : 0.112587 kWh. Total GPU Power : 284.5300000000001 W\n",
-            "[codecarbon INFO @ 14:07:29] Energy consumed for all CPUs : 0.016822 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:07:29] 0.141790 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:07:30] Energy consumed for RAM : 0.012381 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:07:30] Energy consumed for all GPUs : 0.117935 kWh. Total GPU Power : 281.62100000000004 W\n",
-            "[codecarbon INFO @ 14:07:30] Energy consumed for all CPUs : 0.016822 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:07:30] 0.147138 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:07:44] Energy consumed for RAM : 0.012512 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:07:44] Energy consumed for all GPUs : 0.113756 kWh. Total GPU Power : 280.693 W\n",
-            "[codecarbon INFO @ 14:07:44] Energy consumed for all CPUs : 0.016999 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:07:44] 0.143266 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:07:45] Energy consumed for RAM : 0.012512 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:07:45] Energy consumed for all GPUs : 0.119350 kWh. Total GPU Power : 339.842 W\n",
-            "[codecarbon INFO @ 14:07:45] Energy consumed for all CPUs : 0.016999 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:07:45] 0.148861 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:07:59] Energy consumed for RAM : 0.012642 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:07:59] Energy consumed for all GPUs : 0.114944 kWh. Total GPU Power : 285.40500000000003 W\n",
-            "[codecarbon INFO @ 14:07:59] Energy consumed for all CPUs : 0.017176 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:07:59] 0.144762 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:08:00] Energy consumed for RAM : 0.012642 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:08:00] Energy consumed for all GPUs : 0.120356 kWh. Total GPU Power : 241.737 W\n",
-            "[codecarbon INFO @ 14:08:00] Energy consumed for all CPUs : 0.017177 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:08:00] 0.150175 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:08:14] Energy consumed for RAM : 0.012772 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:08:14] Energy consumed for all GPUs : 0.116352 kWh. Total GPU Power : 338.173 W\n",
-            "[codecarbon INFO @ 14:08:14] Energy consumed for all CPUs : 0.017353 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:08:14] 0.146478 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:08:15] Energy consumed for RAM : 0.012772 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:08:15] Energy consumed for all GPUs : 0.121519 kWh. Total GPU Power : 279.24100000000004 W\n",
-            "[codecarbon INFO @ 14:08:15] Energy consumed for all CPUs : 0.017354 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:08:15] 0.151645 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:08:29] Energy consumed for RAM : 0.012903 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:08:29] Energy consumed for all GPUs : 0.117344 kWh. Total GPU Power : 238.269 W\n",
-            "[codecarbon INFO @ 14:08:29] Energy consumed for all CPUs : 0.017531 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:08:29] 0.147777 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:08:30] Energy consumed for RAM : 0.012903 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:08:30] Energy consumed for all GPUs : 0.122717 kWh. Total GPU Power : 287.725 W\n",
-            "[codecarbon INFO @ 14:08:30] Energy consumed for all CPUs : 0.017531 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:08:30] 0.153150 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:08:44] Energy consumed for RAM : 0.013033 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:08:44] Energy consumed for all GPUs : 0.118496 kWh. Total GPU Power : 276.894 W\n",
-            "[codecarbon INFO @ 14:08:44] Energy consumed for all CPUs : 0.017707 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:08:44] 0.149236 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:08:45] Energy consumed for RAM : 0.013033 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:08:45] Energy consumed for all GPUs : 0.124140 kWh. Total GPU Power : 341.637 W\n",
-            "[codecarbon INFO @ 14:08:45] Energy consumed for all CPUs : 0.017708 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:08:45] 0.154880 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:08:59] Energy consumed for RAM : 0.013163 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:08:59] Energy consumed for all GPUs : 0.119927 kWh. Total GPU Power : 343.656 W\n",
-            "[codecarbon INFO @ 14:08:59] Energy consumed for all CPUs : 0.017884 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:08:59] 0.150974 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:09:00] Energy consumed for RAM : 0.013163 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:09:00] Energy consumed for all GPUs : 0.125556 kWh. Total GPU Power : 340.16700000000003 W\n",
-            "[codecarbon INFO @ 14:09:00] Energy consumed for all CPUs : 0.017885 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:09:00] 0.156604 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:09:14] Energy consumed for RAM : 0.013293 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:09:14] Energy consumed for all GPUs : 0.121370 kWh. Total GPU Power : 346.596 W\n",
-            "[codecarbon INFO @ 14:09:14] Energy consumed for all CPUs : 0.018062 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:09:14] 0.152725 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:09:15] Energy consumed for RAM : 0.013294 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:09:15] Energy consumed for all GPUs : 0.126910 kWh. Total GPU Power : 325.19 W\n",
-            "[codecarbon INFO @ 14:09:15] Energy consumed for all CPUs : 0.018062 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:09:15] 0.158266 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:09:29] Energy consumed for RAM : 0.013424 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:09:29] Energy consumed for all GPUs : 0.122805 kWh. Total GPU Power : 344.523 W\n",
-            "[codecarbon INFO @ 14:09:29] Energy consumed for all CPUs : 0.018239 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:09:29] 0.154467 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:09:30] Energy consumed for RAM : 0.013424 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:09:30] Energy consumed for all GPUs : 0.128031 kWh. Total GPU Power : 268.988 W\n",
-            "[codecarbon INFO @ 14:09:30] Energy consumed for all CPUs : 0.018239 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:09:30] 0.159693 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:09:44] Energy consumed for RAM : 0.013554 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:09:44] Energy consumed for all GPUs : 0.124233 kWh. Total GPU Power : 343.053 W\n",
-            "[codecarbon INFO @ 14:09:44] Energy consumed for all CPUs : 0.018416 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:09:44] 0.156203 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:09:45] Energy consumed for RAM : 0.013554 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:09:45] Energy consumed for all GPUs : 0.128538 kWh. Total GPU Power : 121.90600000000002 W\n",
-            "[codecarbon INFO @ 14:09:45] Energy consumed for all CPUs : 0.018416 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:09:45] 0.160508 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:09:59] Energy consumed for RAM : 0.013684 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:09:59] Energy consumed for all GPUs : 0.125642 kWh. Total GPU Power : 338.373 W\n",
-            "[codecarbon INFO @ 14:09:59] Energy consumed for all CPUs : 0.018593 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:09:59] 0.157919 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:10:00] Energy consumed for RAM : 0.013685 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:10:00] Energy consumed for all GPUs : 0.129981 kWh. Total GPU Power : 346.596 W\n",
-            "[codecarbon INFO @ 14:10:00] Energy consumed for all CPUs : 0.018593 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:10:00] 0.162259 kWh of electricity used since the beginning.\n",
-            "/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:2395: UserWarning: `max_length` is ignored when `padding`=`True` and there is no truncation strategy. To pad to max length, use `padding='max_length'`.\n",
-            "  warnings.warn(\n",
-            "[codecarbon INFO @ 14:10:14] Energy consumed for RAM : 0.013815 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:10:14] Energy consumed for all GPUs : 0.126785 kWh. Total GPU Power : 274.556 W\n",
-            "[codecarbon INFO @ 14:10:14] Energy consumed for all CPUs : 0.018770 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:10:14] 0.159370 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:10:15] Energy consumed for RAM : 0.013815 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:10:15] Energy consumed for all GPUs : 0.130734 kWh. Total GPU Power : 180.699 W\n",
-            "[codecarbon INFO @ 14:10:15] Energy consumed for all CPUs : 0.018770 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:10:15] 0.163319 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:10:29] Energy consumed for RAM : 0.013945 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:10:29] Energy consumed for all GPUs : 0.128210 kWh. Total GPU Power : 342.18600000000004 W\n",
-            "[codecarbon INFO @ 14:10:29] Energy consumed for all CPUs : 0.018947 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:10:29] 0.161102 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:10:30] Energy consumed for RAM : 0.013945 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:10:30] Energy consumed for all GPUs : 0.131947 kWh. Total GPU Power : 291.531 W\n",
-            "[codecarbon INFO @ 14:10:30] Energy consumed for all CPUs : 0.018947 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:10:30] 0.164840 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:10:44] Energy consumed for RAM : 0.014075 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:10:44] Energy consumed for all GPUs : 0.128671 kWh. Total GPU Power : 110.83800000000001 W\n",
-            "[codecarbon INFO @ 14:10:44] Energy consumed for all CPUs : 0.019124 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:10:44] 0.161870 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:10:45] Energy consumed for RAM : 0.014076 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:10:45] Energy consumed for all GPUs : 0.133166 kWh. Total GPU Power : 292.73 W\n",
-            "[codecarbon INFO @ 14:10:45] Energy consumed for all CPUs : 0.019124 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:10:45] 0.166366 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:10:59] Energy consumed for RAM : 0.014206 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:10:59] Energy consumed for all GPUs : 0.129863 kWh. Total GPU Power : 286.272 W\n",
-            "[codecarbon INFO @ 14:10:59] Energy consumed for all CPUs : 0.019301 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:10:59] 0.163370 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:11:00] Energy consumed for RAM : 0.014206 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:11:00] Energy consumed for all GPUs : 0.134389 kWh. Total GPU Power : 293.604 W\n",
-            "[codecarbon INFO @ 14:11:00] Energy consumed for all CPUs : 0.019301 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:11:00] 0.167896 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:11:14] Energy consumed for RAM : 0.014336 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:11:14] Energy consumed for all GPUs : 0.131082 kWh. Total GPU Power : 292.73 W\n",
-            "[codecarbon INFO @ 14:11:14] Energy consumed for all CPUs : 0.019478 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:11:14] 0.164896 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:11:15] Energy consumed for RAM : 0.014336 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:11:15] Energy consumed for all GPUs : 0.135798 kWh. Total GPU Power : 338.373 W\n",
-            "[codecarbon INFO @ 14:11:15] Energy consumed for all CPUs : 0.019478 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:11:15] 0.169613 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:11:29] Energy consumed for RAM : 0.014466 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:11:29] Energy consumed for all GPUs : 0.132231 kWh. Total GPU Power : 276.0130000000001 W\n",
-            "[codecarbon INFO @ 14:11:29] Energy consumed for all CPUs : 0.019655 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:11:29] 0.166353 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:11:30] Energy consumed for RAM : 0.014467 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:11:30] Energy consumed for all GPUs : 0.137134 kWh. Total GPU Power : 320.835 W\n",
-            "[codecarbon INFO @ 14:11:30] Energy consumed for all CPUs : 0.019655 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:11:30] 0.171256 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:11:44] Energy consumed for RAM : 0.014597 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:11:44] Energy consumed for all GPUs : 0.133673 kWh. Total GPU Power : 346.325 W\n",
-            "[codecarbon INFO @ 14:11:44] Energy consumed for all CPUs : 0.019832 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:11:44] 0.168102 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:11:45] Energy consumed for RAM : 0.014597 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:11:45] Energy consumed for all GPUs : 0.138338 kWh. Total GPU Power : 289.195 W\n",
-            "[codecarbon INFO @ 14:11:45] Energy consumed for all CPUs : 0.019832 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:11:45] 0.172768 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:11:59] Energy consumed for RAM : 0.014727 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:11:59] Energy consumed for all GPUs : 0.135081 kWh. Total GPU Power : 338.10200000000003 W\n",
-            "[codecarbon INFO @ 14:11:59] Energy consumed for all CPUs : 0.020009 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:11:59] 0.169817 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:12:00] Energy consumed for RAM : 0.014727 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:12:00] Energy consumed for all GPUs : 0.139468 kWh. Total GPU Power : 271.325 W\n",
-            "[codecarbon INFO @ 14:12:00] Energy consumed for all CPUs : 0.020010 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:12:00] 0.174205 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:12:14] Energy consumed for RAM : 0.014857 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:12:14] Energy consumed for all GPUs : 0.136267 kWh. Total GPU Power : 284.832 W\n",
-            "[codecarbon INFO @ 14:12:14] Energy consumed for all CPUs : 0.020186 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:12:14] 0.171311 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:12:15] Energy consumed for RAM : 0.014858 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:12:15] Energy consumed for all GPUs : 0.140667 kWh. Total GPU Power : 288.023 W\n",
-            "[codecarbon INFO @ 14:12:15] Energy consumed for all CPUs : 0.020187 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:12:15] 0.175712 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:12:29] Energy consumed for RAM : 0.014988 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:12:29] Energy consumed for all GPUs : 0.137420 kWh. Total GPU Power : 276.894 W\n",
-            "[codecarbon INFO @ 14:12:29] Energy consumed for all CPUs : 0.020363 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:12:29] 0.172771 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:12:30] Energy consumed for RAM : 0.014988 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:12:30] Energy consumed for all GPUs : 0.142098 kWh. Total GPU Power : 343.656 W\n",
-            "[codecarbon INFO @ 14:12:30] Energy consumed for all CPUs : 0.020364 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:12:30] 0.177450 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:12:44] Energy consumed for RAM : 0.015118 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:12:44] Energy consumed for all GPUs : 0.138593 kWh. Total GPU Power : 281.62100000000004 W\n",
-            "[codecarbon INFO @ 14:12:44] Energy consumed for all CPUs : 0.020540 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:12:44] 0.174251 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:12:45] Energy consumed for RAM : 0.015118 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:12:45] Energy consumed for all GPUs : 0.143526 kWh. Total GPU Power : 342.782 W\n",
-            "[codecarbon INFO @ 14:12:45] Energy consumed for all CPUs : 0.020541 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:12:45] 0.179185 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:12:59] Energy consumed for RAM : 0.015248 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:12:59] Energy consumed for all GPUs : 0.140023 kWh. Total GPU Power : 343.37800000000004 W\n",
-            "[codecarbon INFO @ 14:12:59] Energy consumed for all CPUs : 0.020717 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:12:59] 0.175988 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:13:00] Energy consumed for RAM : 0.015249 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:13:00] Energy consumed for all GPUs : 0.144668 kWh. Total GPU Power : 274.277 W\n",
-            "[codecarbon INFO @ 14:13:00] Energy consumed for all CPUs : 0.020718 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:13:00] 0.180634 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:13:14] Energy consumed for RAM : 0.015379 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:13:14] Energy consumed for all GPUs : 0.141452 kWh. Total GPU Power : 343.37800000000004 W\n",
-            "[codecarbon INFO @ 14:13:14] Energy consumed for all CPUs : 0.020895 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:13:14] 0.177726 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:13:15] Energy consumed for RAM : 0.015379 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:13:15] Energy consumed for all GPUs : 0.145821 kWh. Total GPU Power : 276.894 W\n",
-            "[codecarbon INFO @ 14:13:15] Energy consumed for all CPUs : 0.020895 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:13:15] 0.182095 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:13:29] Energy consumed for RAM : 0.015509 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:13:29] Energy consumed for all GPUs : 0.142640 kWh. Total GPU Power : 285.11 W\n",
-            "[codecarbon INFO @ 14:13:29] Energy consumed for all CPUs : 0.021072 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:13:29] 0.179220 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:13:30] Energy consumed for RAM : 0.015509 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:13:30] Energy consumed for all GPUs : 0.146991 kWh. Total GPU Power : 280.983 W\n",
-            "[codecarbon INFO @ 14:13:30] Energy consumed for all CPUs : 0.021072 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:13:30] 0.183572 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:13:44] Energy consumed for RAM : 0.015639 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:13:44] Energy consumed for all GPUs : 0.143799 kWh. Total GPU Power : 278.366 W\n",
-            "[codecarbon INFO @ 14:13:44] Energy consumed for all CPUs : 0.021249 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:13:44] 0.180687 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:13:45] Energy consumed for RAM : 0.015640 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:13:45] Energy consumed for all GPUs : 0.148136 kWh. Total GPU Power : 275.152 W\n",
-            "[codecarbon INFO @ 14:13:45] Energy consumed for all CPUs : 0.021249 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:13:45] 0.185025 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:13:59] Energy consumed for RAM : 0.015770 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:13:59] Energy consumed for all GPUs : 0.145001 kWh. Total GPU Power : 288.646 W\n",
-            "[codecarbon INFO @ 14:13:59] Energy consumed for all CPUs : 0.021426 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:13:59] 0.182196 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:14:00] Energy consumed for RAM : 0.015770 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:14:00] Energy consumed for all GPUs : 0.149530 kWh. Total GPU Power : 334.613 W\n",
-            "[codecarbon INFO @ 14:14:00] Energy consumed for all CPUs : 0.021426 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:14:00] 0.186726 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:14:14] Energy consumed for RAM : 0.015900 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:14:14] Energy consumed for all GPUs : 0.146451 kWh. Total GPU Power : 348.337 W\n",
-            "[codecarbon INFO @ 14:14:14] Energy consumed for all CPUs : 0.021603 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:14:14] 0.183954 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:14:15] Energy consumed for RAM : 0.015900 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:14:15] Energy consumed for all GPUs : 0.150980 kWh. Total GPU Power : 348.337 W\n",
-            "[codecarbon INFO @ 14:14:15] Energy consumed for all CPUs : 0.021603 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:14:15] 0.188484 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:14:29] Energy consumed for RAM : 0.016030 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:14:29] Energy consumed for all GPUs : 0.147922 kWh. Total GPU Power : 353.3500000000001 W\n",
-            "[codecarbon INFO @ 14:14:29] Energy consumed for all CPUs : 0.021780 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:14:29] 0.185733 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:14:30] Energy consumed for RAM : 0.016031 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:14:30] Energy consumed for all GPUs : 0.152414 kWh. Total GPU Power : 344.252 W\n",
-            "[codecarbon INFO @ 14:14:30] Energy consumed for all CPUs : 0.021780 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:14:30] 0.190225 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:14:44] Energy consumed for RAM : 0.016161 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:14:44] Energy consumed for all GPUs : 0.149377 kWh. Total GPU Power : 349.211 W\n",
-            "[codecarbon INFO @ 14:14:44] Energy consumed for all CPUs : 0.021957 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:14:44] 0.187494 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:14:45] Energy consumed for RAM : 0.016161 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:14:45] Energy consumed for all GPUs : 0.153870 kWh. Total GPU Power : 349.806 W\n",
-            "[codecarbon INFO @ 14:14:45] Energy consumed for all CPUs : 0.021957 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:14:45] 0.191988 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:14:59] Energy consumed for RAM : 0.016291 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:14:59] Energy consumed for all GPUs : 0.150836 kWh. Total GPU Power : 350.4100000000001 W\n",
-            "[codecarbon INFO @ 14:14:59] Energy consumed for all CPUs : 0.022134 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:14:59] 0.189261 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:15:00] Energy consumed for RAM : 0.016291 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:15:00] Energy consumed for all GPUs : 0.155336 kWh. Total GPU Power : 352.057 W\n",
-            "[codecarbon INFO @ 14:15:00] Energy consumed for all CPUs : 0.022134 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:15:00] 0.193762 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:15:14] Energy consumed for RAM : 0.016421 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:15:14] Energy consumed for all GPUs : 0.152291 kWh. Total GPU Power : 349.536 W\n",
-            "[codecarbon INFO @ 14:15:14] Energy consumed for all CPUs : 0.022311 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:15:14] 0.191024 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:15:15] Energy consumed for RAM : 0.016422 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:15:15] Energy consumed for all GPUs : 0.156807 kWh. Total GPU Power : 353.255 W\n",
-            "[codecarbon INFO @ 14:15:15] Energy consumed for all CPUs : 0.022311 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:15:15] 0.195540 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:15:29] Energy consumed for RAM : 0.016552 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:15:29] Energy consumed for all GPUs : 0.153508 kWh. Total GPU Power : 292.135 W\n",
-            "[codecarbon INFO @ 14:15:29] Energy consumed for all CPUs : 0.022488 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:15:29] 0.192548 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:15:30] Energy consumed for RAM : 0.016552 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:15:30] Energy consumed for all GPUs : 0.158249 kWh. Total GPU Power : 346.325 W\n",
-            "[codecarbon INFO @ 14:15:30] Energy consumed for all CPUs : 0.022488 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:15:30] 0.197290 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:15:44] Energy consumed for RAM : 0.016682 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:15:44] Energy consumed for all GPUs : 0.154675 kWh. Total GPU Power : 280.422 W\n",
-            "[codecarbon INFO @ 14:15:44] Energy consumed for all CPUs : 0.022665 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:15:44] 0.194023 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:15:45] Energy consumed for RAM : 0.016682 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:15:45] Energy consumed for all GPUs : 0.159644 kWh. Total GPU Power : 334.884 W\n",
-            "[codecarbon INFO @ 14:15:45] Energy consumed for all CPUs : 0.022665 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:15:45] 0.198992 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:15:59] Energy consumed for RAM : 0.016812 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:15:59] Energy consumed for all GPUs : 0.155836 kWh. Total GPU Power : 278.645 W\n",
-            "[codecarbon INFO @ 14:15:59] Energy consumed for all CPUs : 0.022842 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:15:59] 0.195490 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:16:00] Energy consumed for RAM : 0.016813 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:16:00] Energy consumed for all GPUs : 0.160796 kWh. Total GPU Power : 276.623 W\n",
-            "[codecarbon INFO @ 14:16:00] Energy consumed for all CPUs : 0.022843 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:16:00] 0.200451 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:16:14] Energy consumed for RAM : 0.016943 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:16:14] Energy consumed for all GPUs : 0.157037 kWh. Total GPU Power : 288.619 W\n",
-            "[codecarbon INFO @ 14:16:14] Energy consumed for all CPUs : 0.023019 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:16:14] 0.196999 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:16:15] Energy consumed for RAM : 0.016943 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:16:15] Energy consumed for all GPUs : 0.162031 kWh. Total GPU Power : 296.544 W\n",
-            "[codecarbon INFO @ 14:16:15] Energy consumed for all CPUs : 0.023020 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:16:15] 0.201993 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:16:29] Energy consumed for RAM : 0.017073 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:16:29] Energy consumed for all GPUs : 0.158257 kWh. Total GPU Power : 293.0010000000001 W\n",
-            "[codecarbon INFO @ 14:16:29] Energy consumed for all CPUs : 0.023196 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:16:29] 0.198527 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:16:30] Energy consumed for RAM : 0.017073 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:16:30] Energy consumed for all GPUs : 0.163451 kWh. Total GPU Power : 341.04200000000003 W\n",
-            "[codecarbon INFO @ 14:16:30] Energy consumed for all CPUs : 0.023197 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:16:30] 0.203721 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:16:44] Energy consumed for RAM : 0.017203 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:16:44] Energy consumed for all GPUs : 0.159454 kWh. Total GPU Power : 287.447 W\n",
-            "[codecarbon INFO @ 14:16:44] Energy consumed for all CPUs : 0.023373 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:16:44] 0.200031 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:16:45] Energy consumed for RAM : 0.017204 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:16:45] Energy consumed for all GPUs : 0.164381 kWh. Total GPU Power : 222.98100000000002 W\n",
-            "[codecarbon INFO @ 14:16:45] Energy consumed for all CPUs : 0.023374 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:16:45] 0.204959 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:16:59] Energy consumed for RAM : 0.017334 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:16:59] Energy consumed for all GPUs : 0.160856 kWh. Total GPU Power : 336.624 W\n",
-            "[codecarbon INFO @ 14:16:59] Energy consumed for all CPUs : 0.023550 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:16:59] 0.201740 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:17:00] Energy consumed for RAM : 0.017334 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:17:00] Energy consumed for all GPUs : 0.165572 kWh. Total GPU Power : 286.272 W\n",
-            "[codecarbon INFO @ 14:17:00] Energy consumed for all CPUs : 0.023551 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:17:00] 0.206458 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:17:14] Energy consumed for RAM : 0.017464 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:17:14] Energy consumed for all GPUs : 0.161793 kWh. Total GPU Power : 225.048 W\n",
-            "[codecarbon INFO @ 14:17:14] Energy consumed for all CPUs : 0.023728 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:17:14] 0.202985 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:17:15] Energy consumed for RAM : 0.017465 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:17:15] Energy consumed for all GPUs : 0.166786 kWh. Total GPU Power : 291.531 W\n",
-            "[codecarbon INFO @ 14:17:15] Energy consumed for all CPUs : 0.023728 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:17:15] 0.207979 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:17:29] Energy consumed for RAM : 0.017594 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:17:29] Energy consumed for all GPUs : 0.162952 kWh. Total GPU Power : 278.97 W\n",
-            "[codecarbon INFO @ 14:17:29] Energy consumed for all CPUs : 0.023905 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:17:29] 0.204451 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:17:30] Energy consumed for RAM : 0.017595 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:17:30] Energy consumed for all GPUs : 0.167931 kWh. Total GPU Power : 274.88100000000003 W\n",
-            "[codecarbon INFO @ 14:17:30] Energy consumed for all CPUs : 0.023905 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:17:30] 0.209431 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:17:44] Energy consumed for RAM : 0.017724 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:17:44] Energy consumed for all GPUs : 0.164161 kWh. Total GPU Power : 290.386 W\n",
-            "[codecarbon INFO @ 14:17:44] Energy consumed for all CPUs : 0.024082 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:17:44] 0.205967 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:17:45] Energy consumed for RAM : 0.017725 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:17:45] Energy consumed for all GPUs : 0.169352 kWh. Total GPU Power : 341.312 W\n",
-            "[codecarbon INFO @ 14:17:45] Energy consumed for all CPUs : 0.024082 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:17:45] 0.211160 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:17:59] Energy consumed for RAM : 0.017855 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:17:59] Energy consumed for all GPUs : 0.165339 kWh. Total GPU Power : 282.766 W\n",
-            "[codecarbon INFO @ 14:17:59] Energy consumed for all CPUs : 0.024259 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:17:59] 0.207452 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:18:00] Energy consumed for RAM : 0.017856 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:18:00] Energy consumed for all GPUs : 0.169920 kWh. Total GPU Power : 136.511 W\n",
-            "[codecarbon INFO @ 14:18:00] Energy consumed for all CPUs : 0.024260 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:18:00] 0.212036 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:18:14] Energy consumed for RAM : 0.017985 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:18:14] Energy consumed for all GPUs : 0.166734 kWh. Total GPU Power : 335.154 W\n",
-            "[codecarbon INFO @ 14:18:14] Energy consumed for all CPUs : 0.024436 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:18:14] 0.209155 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:18:15] Energy consumed for RAM : 0.017986 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:18:15] Energy consumed for all GPUs : 0.171091 kWh. Total GPU Power : 281.587 W\n",
-            "[codecarbon INFO @ 14:18:15] Energy consumed for all CPUs : 0.024436 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:18:15] 0.213513 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:18:29] Energy consumed for RAM : 0.018115 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:18:29] Energy consumed for all GPUs : 0.167360 kWh. Total GPU Power : 150.03200000000004 W\n",
-            "[codecarbon INFO @ 14:18:29] Energy consumed for all CPUs : 0.024613 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:18:29] 0.210089 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:18:30] Energy consumed for RAM : 0.018116 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:18:30] Energy consumed for all GPUs : 0.172289 kWh. Total GPU Power : 287.725 W\n",
-            "[codecarbon INFO @ 14:18:30] Energy consumed for all CPUs : 0.024614 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:18:30] 0.215019 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:18:44] Energy consumed for RAM : 0.018245 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:18:44] Energy consumed for all GPUs : 0.168554 kWh. Total GPU Power : 287.447 W\n",
-            "[codecarbon INFO @ 14:18:44] Energy consumed for all CPUs : 0.024790 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:18:44] 0.211590 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:18:45] Energy consumed for RAM : 0.018246 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:18:45] Energy consumed for all GPUs : 0.173456 kWh. Total GPU Power : 280.152 W\n",
-            "[codecarbon INFO @ 14:18:45] Energy consumed for all CPUs : 0.024791 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:18:45] 0.216492 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:18:59] Energy consumed for RAM : 0.018376 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:18:59] Energy consumed for all GPUs : 0.169784 kWh. Total GPU Power : 295.379 W\n",
-            "[codecarbon INFO @ 14:18:59] Energy consumed for all CPUs : 0.024967 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:18:59] 0.213127 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:19:00] Energy consumed for RAM : 0.018377 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:19:00] Energy consumed for all GPUs : 0.174900 kWh. Total GPU Power : 346.867 W\n",
-            "[codecarbon INFO @ 14:19:00] Energy consumed for all CPUs : 0.024968 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:19:00] 0.218244 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:19:14] Energy consumed for RAM : 0.018506 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:19:14] Energy consumed for all GPUs : 0.171008 kWh. Total GPU Power : 293.908 W\n",
-            "[codecarbon INFO @ 14:19:14] Energy consumed for all CPUs : 0.025144 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:19:14] 0.214658 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:19:15] Energy consumed for RAM : 0.018507 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:19:15] Energy consumed for all GPUs : 0.176137 kWh. Total GPU Power : 297.086 W\n",
-            "[codecarbon INFO @ 14:19:15] Energy consumed for all CPUs : 0.025145 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:19:15] 0.219789 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:19:29] Energy consumed for RAM : 0.018636 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:19:29] Energy consumed for all GPUs : 0.171482 kWh. Total GPU Power : 113.666 W\n",
-            "[codecarbon INFO @ 14:19:29] Energy consumed for all CPUs : 0.025321 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:19:29] 0.215439 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:19:30] Energy consumed for RAM : 0.018637 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:19:30] Energy consumed for all GPUs : 0.177253 kWh. Total GPU Power : 268.121 W\n",
-            "[codecarbon INFO @ 14:19:30] Energy consumed for all CPUs : 0.025322 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:19:30] 0.221213 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:19:44] Energy consumed for RAM : 0.018767 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:19:44] Energy consumed for all GPUs : 0.172149 kWh. Total GPU Power : 160.28500000000003 W\n",
-            "[codecarbon INFO @ 14:19:44] Energy consumed for all CPUs : 0.025498 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:19:44] 0.216414 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:19:45] Energy consumed for RAM : 0.018768 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:19:45] Energy consumed for all GPUs : 0.177739 kWh. Total GPU Power : 116.73700000000001 W\n",
-            "[codecarbon INFO @ 14:19:45] Energy consumed for all CPUs : 0.025499 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:19:45] 0.222006 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:19:59] Energy consumed for RAM : 0.018897 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:19:59] Energy consumed for all GPUs : 0.173625 kWh. Total GPU Power : 354.494 W\n",
-            "[codecarbon INFO @ 14:19:59] Energy consumed for all CPUs : 0.025675 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:19:59] 0.218197 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:20:00] Energy consumed for RAM : 0.018898 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:20:00] Energy consumed for all GPUs : 0.179216 kWh. Total GPU Power : 354.216 W\n",
-            "[codecarbon INFO @ 14:20:00] Energy consumed for all CPUs : 0.025676 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:20:00] 0.223790 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:20:14] Energy consumed for RAM : 0.019028 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:20:14] Energy consumed for all GPUs : 0.174272 kWh. Total GPU Power : 155.267 W\n",
-            "[codecarbon INFO @ 14:20:14] Energy consumed for all CPUs : 0.025853 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:20:14] 0.219153 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:20:15] Energy consumed for RAM : 0.019028 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:20:15] Energy consumed for all GPUs : 0.180689 kWh. Total GPU Power : 353.891 W\n",
-            "[codecarbon INFO @ 14:20:15] Energy consumed for all CPUs : 0.025853 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:20:15] 0.225570 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:20:29] Energy consumed for RAM : 0.019158 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:20:29] Energy consumed for all GPUs : 0.175745 kWh. Total GPU Power : 353.891 W\n",
-            "[codecarbon INFO @ 14:20:29] Energy consumed for all CPUs : 0.026030 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:20:29] 0.220932 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:20:30] Energy consumed for RAM : 0.019159 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:20:30] Energy consumed for all GPUs : 0.182142 kWh. Total GPU Power : 348.94000000000005 W\n",
-            "[codecarbon INFO @ 14:20:30] Energy consumed for all CPUs : 0.026030 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:20:30] 0.227330 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:20:44] Energy consumed for RAM : 0.019288 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:20:44] Energy consumed for all GPUs : 0.176921 kWh. Total GPU Power : 282.496 W\n",
-            "[codecarbon INFO @ 14:20:44] Energy consumed for all CPUs : 0.026207 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:20:44] 0.222416 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:20:45] Energy consumed for RAM : 0.019289 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:20:45] Energy consumed for all GPUs : 0.182573 kWh. Total GPU Power : 103.528 W\n",
-            "[codecarbon INFO @ 14:20:45] Energy consumed for all CPUs : 0.026207 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:20:45] 0.228069 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:20:59] Energy consumed for RAM : 0.019418 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:20:59] Energy consumed for all GPUs : 0.178379 kWh. Total GPU Power : 350.07700000000006 W\n",
-            "[codecarbon INFO @ 14:20:59] Energy consumed for all CPUs : 0.026384 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:20:59] 0.224181 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:21:00] Energy consumed for RAM : 0.019419 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:21:00] Energy consumed for all GPUs : 0.183795 kWh. Total GPU Power : 293.604 W\n",
-            "[codecarbon INFO @ 14:21:00] Energy consumed for all CPUs : 0.026384 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:21:00] 0.229599 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:21:14] Energy consumed for RAM : 0.019549 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:21:14] Energy consumed for all GPUs : 0.179486 kWh. Total GPU Power : 265.77 W\n",
-            "[codecarbon INFO @ 14:21:14] Energy consumed for all CPUs : 0.026561 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:21:14] 0.225595 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:21:15] Energy consumed for RAM : 0.019550 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:21:15] Energy consumed for all GPUs : 0.185017 kWh. Total GPU Power : 293.30400000000003 W\n",
-            "[codecarbon INFO @ 14:21:15] Energy consumed for all CPUs : 0.026561 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:21:15] 0.231128 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:21:29] Energy consumed for RAM : 0.019679 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:21:29] Energy consumed for all GPUs : 0.180649 kWh. Total GPU Power : 279.277 W\n",
-            "[codecarbon INFO @ 14:21:29] Energy consumed for all CPUs : 0.026738 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:21:29] 0.227066 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:21:30] Energy consumed for RAM : 0.019680 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:21:30] Energy consumed for all GPUs : 0.186204 kWh. Total GPU Power : 285.11 W\n",
-            "[codecarbon INFO @ 14:21:30] Energy consumed for all CPUs : 0.026738 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:21:30] 0.232622 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:21:44] Energy consumed for RAM : 0.019809 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:21:44] Energy consumed for all GPUs : 0.181838 kWh. Total GPU Power : 285.676 W\n",
-            "[codecarbon INFO @ 14:21:44] Energy consumed for all CPUs : 0.026915 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:21:44] 0.228563 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:21:45] Energy consumed for RAM : 0.019810 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:21:45] Energy consumed for all GPUs : 0.187644 kWh. Total GPU Power : 345.722 W\n",
-            "[codecarbon INFO @ 14:21:45] Energy consumed for all CPUs : 0.026915 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:21:45] 0.234369 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:21:59] Energy consumed for RAM : 0.019940 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:21:59] Energy consumed for all GPUs : 0.183046 kWh. Total GPU Power : 290.09000000000003 W\n",
-            "[codecarbon INFO @ 14:21:59] Energy consumed for all CPUs : 0.027092 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:21:59] 0.230078 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:22:00] Energy consumed for RAM : 0.019941 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:22:00] Energy consumed for all GPUs : 0.188672 kWh. Total GPU Power : 247.01800000000003 W\n",
-            "[codecarbon INFO @ 14:22:00] Energy consumed for all CPUs : 0.027093 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:22:00] 0.235705 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:22:14] Energy consumed for RAM : 0.020070 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:22:14] Energy consumed for all GPUs : 0.184487 kWh. Total GPU Power : 345.993 W\n",
-            "[codecarbon INFO @ 14:22:14] Energy consumed for all CPUs : 0.027269 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:22:14] 0.231826 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:22:15] Energy consumed for RAM : 0.020071 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:22:15] Energy consumed for all GPUs : 0.189858 kWh. Total GPU Power : 285.11 W\n",
-            "[codecarbon INFO @ 14:22:15] Energy consumed for all CPUs : 0.027270 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:22:15] 0.237198 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:22:29] Energy consumed for RAM : 0.020200 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:22:29] Energy consumed for all GPUs : 0.185654 kWh. Total GPU Power : 280.44100000000003 W\n",
-            "[codecarbon INFO @ 14:22:29] Energy consumed for all CPUs : 0.027446 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:22:29] 0.233301 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:22:30] Energy consumed for RAM : 0.020201 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:22:30] Energy consumed for all GPUs : 0.191081 kWh. Total GPU Power : 293.637 W\n",
-            "[codecarbon INFO @ 14:22:30] Energy consumed for all CPUs : 0.027447 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:22:30] 0.238729 kWh of electricity used since the beginning.\n",
-            "/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:2395: UserWarning: `max_length` is ignored when `padding`=`True` and there is no truncation strategy. To pad to max length, use `padding='max_length'`.\n",
-            "  warnings.warn(\n",
-            "[codecarbon INFO @ 14:22:44] Energy consumed for RAM : 0.020331 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:22:44] Energy consumed for all GPUs : 0.187066 kWh. Total GPU Power : 338.9680000000001 W\n",
-            "[codecarbon INFO @ 14:22:44] Energy consumed for all CPUs : 0.027623 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:22:44] 0.235020 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:22:45] Energy consumed for RAM : 0.020332 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:22:45] Energy consumed for all GPUs : 0.192209 kWh. Total GPU Power : 271.05400000000003 W\n",
-            "[codecarbon INFO @ 14:22:45] Energy consumed for all CPUs : 0.027624 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:22:45] 0.240165 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:22:59] Energy consumed for RAM : 0.020461 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:22:59] Energy consumed for all GPUs : 0.188201 kWh. Total GPU Power : 272.535 W\n",
-            "[codecarbon INFO @ 14:22:59] Energy consumed for all CPUs : 0.027801 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:22:59] 0.236462 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:23:00] Energy consumed for RAM : 0.020462 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:23:00] Energy consumed for all GPUs : 0.193348 kWh. Total GPU Power : 273.41 W\n",
-            "[codecarbon INFO @ 14:23:00] Energy consumed for all CPUs : 0.027801 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:23:00] 0.241610 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:23:14] Energy consumed for RAM : 0.020591 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:23:14] Energy consumed for all GPUs : 0.189323 kWh. Total GPU Power : 270.188 W\n",
-            "[codecarbon INFO @ 14:23:14] Energy consumed for all CPUs : 0.027977 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:23:14] 0.237891 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:23:15] Energy consumed for RAM : 0.020592 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:23:15] Energy consumed for all GPUs : 0.194551 kWh. Total GPU Power : 288.944 W\n",
-            "[codecarbon INFO @ 14:23:15] Energy consumed for all CPUs : 0.027978 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:23:15] 0.243121 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:23:29] Energy consumed for RAM : 0.020721 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:23:29] Energy consumed for all GPUs : 0.190518 kWh. Total GPU Power : 286.87600000000003 W\n",
-            "[codecarbon INFO @ 14:23:29] Energy consumed for all CPUs : 0.028154 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:23:29] 0.239393 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:23:30] Energy consumed for RAM : 0.020723 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:23:30] Energy consumed for all GPUs : 0.195955 kWh. Total GPU Power : 337.228 W\n",
-            "[codecarbon INFO @ 14:23:30] Energy consumed for all CPUs : 0.028155 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:23:30] 0.244833 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:23:44] Energy consumed for RAM : 0.020852 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:23:44] Energy consumed for all GPUs : 0.191942 kWh. Total GPU Power : 342.18600000000004 W\n",
-            "[codecarbon INFO @ 14:23:44] Energy consumed for all CPUs : 0.028331 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:23:44] 0.241125 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:23:45] Energy consumed for RAM : 0.020853 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:23:45] Energy consumed for all GPUs : 0.196431 kWh. Total GPU Power : 114.235 W\n",
-            "[codecarbon INFO @ 14:23:45] Energy consumed for all CPUs : 0.028332 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:23:45] 0.245616 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:23:59] Energy consumed for RAM : 0.020982 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:23:59] Energy consumed for all GPUs : 0.193323 kWh. Total GPU Power : 331.673 W\n",
-            "[codecarbon INFO @ 14:23:59] Energy consumed for all CPUs : 0.028508 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:23:59] 0.242814 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:24:00] Energy consumed for RAM : 0.020983 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:24:00] Energy consumed for all GPUs : 0.197567 kWh. Total GPU Power : 273.084 W\n",
-            "[codecarbon INFO @ 14:24:00] Energy consumed for all CPUs : 0.028509 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:24:00] 0.247059 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:24:14] Energy consumed for RAM : 0.021112 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:24:14] Energy consumed for all GPUs : 0.194453 kWh. Total GPU Power : 271.334 W\n",
-            "[codecarbon INFO @ 14:24:14] Energy consumed for all CPUs : 0.028685 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:24:14] 0.244251 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:24:15] Energy consumed for RAM : 0.021113 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:24:15] Energy consumed for all GPUs : 0.198779 kWh. Total GPU Power : 290.96500000000003 W\n",
-            "[codecarbon INFO @ 14:24:15] Energy consumed for all CPUs : 0.028686 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:24:15] 0.248578 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:24:29] Energy consumed for RAM : 0.021243 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:24:29] Energy consumed for all GPUs : 0.195617 kWh. Total GPU Power : 279.56600000000003 W\n",
-            "[codecarbon INFO @ 14:24:29] Energy consumed for all CPUs : 0.028863 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:24:29] 0.245723 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:24:30] Energy consumed for RAM : 0.021244 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:24:30] Energy consumed for all GPUs : 0.200187 kWh. Total GPU Power : 338.373 W\n",
-            "[codecarbon INFO @ 14:24:30] Energy consumed for all CPUs : 0.028863 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:24:30] 0.250294 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:24:44] Energy consumed for RAM : 0.021373 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:24:44] Energy consumed for all GPUs : 0.197047 kWh. Total GPU Power : 343.37800000000004 W\n",
-            "[codecarbon INFO @ 14:24:44] Energy consumed for all CPUs : 0.029040 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:24:44] 0.247460 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:24:45] Energy consumed for RAM : 0.021374 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:24:45] Energy consumed for all GPUs : 0.200695 kWh. Total GPU Power : 122.032 W\n",
-            "[codecarbon INFO @ 14:24:45] Energy consumed for all CPUs : 0.029040 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:24:45] 0.251110 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:24:59] Energy consumed for RAM : 0.021503 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:24:59] Energy consumed for all GPUs : 0.198459 kWh. Total GPU Power : 339.048 W\n",
-            "[codecarbon INFO @ 14:24:59] Energy consumed for all CPUs : 0.029217 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:24:59] 0.249179 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:25:00] Energy consumed for RAM : 0.021504 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:25:00] Energy consumed for all GPUs : 0.202116 kWh. Total GPU Power : 341.312 W\n",
-            "[codecarbon INFO @ 14:25:00] Energy consumed for all CPUs : 0.029218 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:25:00] 0.252838 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:25:14] Energy consumed for RAM : 0.021634 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:25:14] Energy consumed for all GPUs : 0.199696 kWh. Total GPU Power : 297.086 W\n",
-            "[codecarbon INFO @ 14:25:14] Energy consumed for all CPUs : 0.029394 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:25:14] 0.250723 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:25:15] Energy consumed for RAM : 0.021635 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:25:15] Energy consumed for all GPUs : 0.203464 kWh. Total GPU Power : 323.77500000000003 W\n",
-            "[codecarbon INFO @ 14:25:15] Energy consumed for all CPUs : 0.029395 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:25:15] 0.254494 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:25:29] Energy consumed for RAM : 0.021764 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:25:29] Energy consumed for all GPUs : 0.200441 kWh. Total GPU Power : 179.034 W\n",
-            "[codecarbon INFO @ 14:25:29] Energy consumed for all CPUs : 0.029571 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:25:29] 0.251776 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:25:30] Energy consumed for RAM : 0.021765 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:25:30] Energy consumed for all GPUs : 0.203986 kWh. Total GPU Power : 125.249 W\n",
-            "[codecarbon INFO @ 14:25:30] Energy consumed for all CPUs : 0.029572 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:25:30] 0.255322 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:25:44] Energy consumed for RAM : 0.021894 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:25:44] Energy consumed for all GPUs : 0.201889 kWh. Total GPU Power : 347.462 W\n",
-            "[codecarbon INFO @ 14:25:44] Energy consumed for all CPUs : 0.029748 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:25:44] 0.253532 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:25:45] Energy consumed for RAM : 0.021895 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:25:45] Energy consumed for all GPUs : 0.205425 kWh. Total GPU Power : 345.722 W\n",
-            "[codecarbon INFO @ 14:25:45] Energy consumed for all CPUs : 0.029749 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:25:45] 0.257070 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:25:59] Energy consumed for RAM : 0.022025 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:25:59] Energy consumed for all GPUs : 0.203057 kWh. Total GPU Power : 280.693 W\n",
-            "[codecarbon INFO @ 14:25:59] Energy consumed for all CPUs : 0.029925 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:25:59] 0.255007 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:26:00] Energy consumed for RAM : 0.022025 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:26:00] Energy consumed for all GPUs : 0.206573 kWh. Total GPU Power : 276.298 W\n",
-            "[codecarbon INFO @ 14:26:00] Energy consumed for all CPUs : 0.029926 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:26:00] 0.258524 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:26:14] Energy consumed for RAM : 0.022155 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:26:14] Energy consumed for all GPUs : 0.204245 kWh. Total GPU Power : 285.40500000000003 W\n",
-            "[codecarbon INFO @ 14:26:14] Energy consumed for all CPUs : 0.030102 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:26:14] 0.256503 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:26:15] Energy consumed for RAM : 0.022156 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:26:15] Energy consumed for all GPUs : 0.207969 kWh. Total GPU Power : 335.23 W\n",
-            "[codecarbon INFO @ 14:26:15] Energy consumed for all CPUs : 0.030103 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:26:15] 0.260227 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:26:29] Energy consumed for RAM : 0.022285 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:26:29] Energy consumed for all GPUs : 0.205667 kWh. Total GPU Power : 341.312 W\n",
-            "[codecarbon INFO @ 14:26:29] Energy consumed for all CPUs : 0.030279 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:26:29] 0.258231 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:26:30] Energy consumed for RAM : 0.022286 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:26:30] Energy consumed for all GPUs : 0.209066 kWh. Total GPU Power : 263.428 W\n",
-            "[codecarbon INFO @ 14:26:30] Energy consumed for all CPUs : 0.030280 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:26:30] 0.261631 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:26:44] Energy consumed for RAM : 0.022416 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:26:44] Energy consumed for all GPUs : 0.207060 kWh. Total GPU Power : 334.613 W\n",
-            "[codecarbon INFO @ 14:26:44] Energy consumed for all CPUs : 0.030456 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:26:44] 0.259932 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:26:45] Energy consumed for RAM : 0.022416 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:26:45] Energy consumed for all GPUs : 0.210204 kWh. Total GPU Power : 273.41 W\n",
-            "[codecarbon INFO @ 14:26:45] Energy consumed for all CPUs : 0.030457 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:26:45] 0.263077 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:26:59] Energy consumed for RAM : 0.022546 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:26:59] Energy consumed for all GPUs : 0.208255 kWh. Total GPU Power : 286.87600000000003 W\n",
-            "[codecarbon INFO @ 14:26:59] Energy consumed for all CPUs : 0.030633 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:26:59] 0.261434 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:27:00] Energy consumed for RAM : 0.022547 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:27:00] Energy consumed for all GPUs : 0.211399 kWh. Total GPU Power : 287.148 W\n",
-            "[codecarbon INFO @ 14:27:00] Energy consumed for all CPUs : 0.030634 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:27:00] 0.264580 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:27:14] Energy consumed for RAM : 0.022676 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:27:14] Energy consumed for all GPUs : 0.209433 kWh. Total GPU Power : 283.037 W\n",
-            "[codecarbon INFO @ 14:27:14] Energy consumed for all CPUs : 0.030810 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:27:14] 0.262920 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:27:15] Energy consumed for RAM : 0.022677 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:27:15] Energy consumed for all GPUs : 0.212784 kWh. Total GPU Power : 332.54 W\n",
-            "[codecarbon INFO @ 14:27:15] Energy consumed for all CPUs : 0.030811 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:27:15] 0.266272 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:27:29] Energy consumed for RAM : 0.022807 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:27:29] Energy consumed for all GPUs : 0.210617 kWh. Total GPU Power : 284.259 W\n",
-            "[codecarbon INFO @ 14:27:29] Energy consumed for all CPUs : 0.030987 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:27:29] 0.264411 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:27:30] Energy consumed for RAM : 0.022807 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:27:30] Energy consumed for all GPUs : 0.214160 kWh. Total GPU Power : 330.474 W\n",
-            "[codecarbon INFO @ 14:27:30] Energy consumed for all CPUs : 0.030988 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:27:30] 0.267955 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:27:44] Energy consumed for RAM : 0.022937 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:27:44] Energy consumed for all GPUs : 0.212016 kWh. Total GPU Power : 336.029 W\n",
-            "[codecarbon INFO @ 14:27:44] Energy consumed for all CPUs : 0.031164 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:27:44] 0.266118 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:27:45] Energy consumed for RAM : 0.022938 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:27:45] Energy consumed for all GPUs : 0.215319 kWh. Total GPU Power : 278.366 W\n",
-            "[codecarbon INFO @ 14:27:45] Energy consumed for all CPUs : 0.031166 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:27:45] 0.269422 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:27:59] Energy consumed for RAM : 0.023067 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:27:59] Energy consumed for all GPUs : 0.213429 kWh. Total GPU Power : 339.293 W\n",
-            "[codecarbon INFO @ 14:27:59] Energy consumed for all CPUs : 0.031341 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:27:59] 0.267838 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:28:00] Energy consumed for RAM : 0.023068 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:28:00] Energy consumed for all GPUs : 0.216513 kWh. Total GPU Power : 287.473 W\n",
-            "[codecarbon INFO @ 14:28:00] Energy consumed for all CPUs : 0.031342 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:28:00] 0.270923 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:28:14] Energy consumed for RAM : 0.023198 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:28:14] Energy consumed for all GPUs : 0.214597 kWh. Total GPU Power : 280.44100000000003 W\n",
-            "[codecarbon INFO @ 14:28:14] Energy consumed for all CPUs : 0.031519 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:28:14] 0.269313 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:28:15] Energy consumed for RAM : 0.023198 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:28:15] Energy consumed for all GPUs : 0.217689 kWh. Total GPU Power : 282.455 W\n",
-            "[codecarbon INFO @ 14:28:15] Energy consumed for all CPUs : 0.031519 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:28:15] 0.272406 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:28:29] Energy consumed for RAM : 0.023328 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:28:29] Energy consumed for all GPUs : 0.215779 kWh. Total GPU Power : 283.934 W\n",
-            "[codecarbon INFO @ 14:28:29] Energy consumed for all CPUs : 0.031696 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:28:29] 0.270803 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:28:30] Energy consumed for RAM : 0.023328 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:28:30] Energy consumed for all GPUs : 0.219093 kWh. Total GPU Power : 337.228 W\n",
-            "[codecarbon INFO @ 14:28:30] Energy consumed for all CPUs : 0.031696 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:28:30] 0.274118 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:28:44] Energy consumed for RAM : 0.023458 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:28:44] Energy consumed for all GPUs : 0.216899 kWh. Total GPU Power : 268.99600000000004 W\n",
-            "[codecarbon INFO @ 14:28:44] Energy consumed for all CPUs : 0.031873 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:28:44] 0.272230 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:28:45] Energy consumed for RAM : 0.023459 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:28:45] Energy consumed for all GPUs : 0.220509 kWh. Total GPU Power : 339.842 W\n",
-            "[codecarbon INFO @ 14:28:45] Energy consumed for all CPUs : 0.031873 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:28:45] 0.275841 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:28:59] Energy consumed for RAM : 0.023589 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:28:59] Energy consumed for all GPUs : 0.218337 kWh. Total GPU Power : 345.397 W\n",
-            "[codecarbon INFO @ 14:28:59] Energy consumed for all CPUs : 0.032050 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:28:59] 0.273976 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:29:00] Energy consumed for RAM : 0.023589 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:29:00] Energy consumed for all GPUs : 0.220942 kWh. Total GPU Power : 103.799 W\n",
-            "[codecarbon INFO @ 14:29:00] Energy consumed for all CPUs : 0.032051 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:29:00] 0.276582 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:29:14] Energy consumed for RAM : 0.023719 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:29:14] Energy consumed for all GPUs : 0.219766 kWh. Total GPU Power : 343.053 W\n",
-            "[codecarbon INFO @ 14:29:14] Energy consumed for all CPUs : 0.032227 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:29:14] 0.275712 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:29:15] Energy consumed for RAM : 0.023719 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:29:15] Energy consumed for all GPUs : 0.222134 kWh. Total GPU Power : 286.58 W\n",
-            "[codecarbon INFO @ 14:29:15] Energy consumed for all CPUs : 0.032228 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:29:15] 0.278081 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:29:29] Energy consumed for RAM : 0.023849 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:29:29] Energy consumed for all GPUs : 0.220942 kWh. Total GPU Power : 282.455 W\n",
-            "[codecarbon INFO @ 14:29:29] Energy consumed for all CPUs : 0.032404 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:29:29] 0.277195 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:29:30] Energy consumed for RAM : 0.023850 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:29:30] Energy consumed for all GPUs : 0.223295 kWh. Total GPU Power : 278.97 W\n",
-            "[codecarbon INFO @ 14:29:30] Energy consumed for all CPUs : 0.032405 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:29:30] 0.279550 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:29:44] Energy consumed for RAM : 0.023980 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:29:44] Energy consumed for all GPUs : 0.222112 kWh. Total GPU Power : 280.983 W\n",
-            "[codecarbon INFO @ 14:29:44] Energy consumed for all CPUs : 0.032581 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:29:44] 0.278673 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:29:45] Energy consumed for RAM : 0.023980 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:29:45] Energy consumed for all GPUs : 0.224739 kWh. Total GPU Power : 346.683 W\n",
-            "[codecarbon INFO @ 14:29:45] Energy consumed for all CPUs : 0.032582 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:29:45] 0.281301 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:29:59] Energy consumed for RAM : 0.024110 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:29:59] Energy consumed for all GPUs : 0.223554 kWh. Total GPU Power : 346.325 W\n",
-            "[codecarbon INFO @ 14:29:59] Energy consumed for all CPUs : 0.032758 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:29:59] 0.280422 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:30:00] Energy consumed for RAM : 0.024110 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:30:00] Energy consumed for all GPUs : 0.225325 kWh. Total GPU Power : 140.8 W\n",
-            "[codecarbon INFO @ 14:30:00] Energy consumed for all CPUs : 0.032759 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:30:00] 0.282195 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:30:14] Energy consumed for RAM : 0.024240 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:30:14] Energy consumed for all GPUs : 0.224951 kWh. Total GPU Power : 335.50100000000003 W\n",
-            "[codecarbon INFO @ 14:30:14] Energy consumed for all CPUs : 0.032935 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:30:14] 0.282126 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:30:15] Energy consumed for RAM : 0.024241 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:30:15] Energy consumed for all GPUs : 0.226788 kWh. Total GPU Power : 351.276 W\n",
-            "[codecarbon INFO @ 14:30:15] Energy consumed for all CPUs : 0.032936 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:30:15] 0.283965 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:30:29] Energy consumed for RAM : 0.024371 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:30:29] Energy consumed for all GPUs : 0.225485 kWh. Total GPU Power : 128.334 W\n",
-            "[codecarbon INFO @ 14:30:29] Energy consumed for all CPUs : 0.033112 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:30:29] 0.282968 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:30:30] Energy consumed for RAM : 0.024371 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:30:30] Energy consumed for all GPUs : 0.228248 kWh. Total GPU Power : 350.681 W\n",
-            "[codecarbon INFO @ 14:30:30] Energy consumed for all CPUs : 0.033113 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:30:30] 0.285732 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:30:44] Energy consumed for RAM : 0.024501 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:30:44] Energy consumed for all GPUs : 0.226947 kWh. Total GPU Power : 350.4390000000001 W\n",
-            "[codecarbon INFO @ 14:30:44] Energy consumed for all CPUs : 0.033289 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:30:44] 0.284738 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:30:45] Energy consumed for RAM : 0.024501 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:30:45] Energy consumed for all GPUs : 0.229665 kWh. Total GPU Power : 339.572 W\n",
-            "[codecarbon INFO @ 14:30:45] Energy consumed for all CPUs : 0.033291 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:30:45] 0.287457 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:30:59] Energy consumed for RAM : 0.024632 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:30:59] Energy consumed for all GPUs : 0.228406 kWh. Total GPU Power : 350.681 W\n",
-            "[codecarbon INFO @ 14:30:59] Energy consumed for all CPUs : 0.033467 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:30:59] 0.286505 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:31:00] Energy consumed for RAM : 0.024631 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:31:00] Energy consumed for all GPUs : 0.231117 kWh. Total GPU Power : 349.536 W\n",
-            "[codecarbon INFO @ 14:31:00] Energy consumed for all CPUs : 0.033467 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:31:00] 0.289216 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:31:14] Energy consumed for RAM : 0.024762 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:31:14] Energy consumed for all GPUs : 0.229584 kWh. Total GPU Power : 283.64 W\n",
-            "[codecarbon INFO @ 14:31:14] Energy consumed for all CPUs : 0.033643 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:31:14] 0.287989 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:31:15] Energy consumed for RAM : 0.024762 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:31:15] Energy consumed for all GPUs : 0.232314 kWh. Total GPU Power : 287.473 W\n",
-            "[codecarbon INFO @ 14:31:15] Energy consumed for all CPUs : 0.033644 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:31:15] 0.290720 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:31:29] Energy consumed for RAM : 0.024892 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:31:29] Energy consumed for all GPUs : 0.230763 kWh. Total GPU Power : 283.059 W\n",
-            "[codecarbon INFO @ 14:31:29] Energy consumed for all CPUs : 0.033821 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:31:29] 0.289476 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:31:30] Energy consumed for RAM : 0.024892 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:31:30] Energy consumed for all GPUs : 0.233732 kWh. Total GPU Power : 340.519 W\n",
-            "[codecarbon INFO @ 14:31:30] Energy consumed for all CPUs : 0.033821 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:31:30] 0.292446 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:31:44] Energy consumed for RAM : 0.025022 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:31:44] Energy consumed for all GPUs : 0.232212 kWh. Total GPU Power : 348.06600000000003 W\n",
-            "[codecarbon INFO @ 14:31:44] Energy consumed for all CPUs : 0.033998 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:31:44] 0.291232 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:31:45] Energy consumed for RAM : 0.025022 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:31:45] Energy consumed for all GPUs : 0.234910 kWh. Total GPU Power : 282.788 W\n",
-            "[codecarbon INFO @ 14:31:45] Energy consumed for all CPUs : 0.033998 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:31:45] 0.293930 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:31:59] Energy consumed for RAM : 0.025153 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:31:59] Energy consumed for all GPUs : 0.233406 kWh. Total GPU Power : 286.58 W\n",
-            "[codecarbon INFO @ 14:31:59] Energy consumed for all CPUs : 0.034175 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:31:59] 0.292733 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:32:00] Energy consumed for RAM : 0.025153 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:32:00] Energy consumed for all GPUs : 0.236127 kWh. Total GPU Power : 292.437 W\n",
-            "[codecarbon INFO @ 14:32:00] Energy consumed for all CPUs : 0.034175 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:32:00] 0.295455 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:32:14] Energy consumed for RAM : 0.025283 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:32:14] Energy consumed for all GPUs : 0.234606 kWh. Total GPU Power : 288.348 W\n",
-            "[codecarbon INFO @ 14:32:14] Energy consumed for all CPUs : 0.034352 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:32:14] 0.294241 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:32:15] Energy consumed for RAM : 0.025283 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:32:15] Energy consumed for all GPUs : 0.237514 kWh. Total GPU Power : 333.1620000000001 W\n",
-            "[codecarbon INFO @ 14:32:15] Energy consumed for all CPUs : 0.034353 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:32:15] 0.297150 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:32:29] Energy consumed for RAM : 0.025413 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:32:29] Energy consumed for all GPUs : 0.235751 kWh. Total GPU Power : 274.88100000000003 W\n",
-            "[codecarbon INFO @ 14:32:29] Energy consumed for all CPUs : 0.034529 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:32:29] 0.295693 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:32:30] Energy consumed for RAM : 0.025413 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:32:30] Energy consumed for all GPUs : 0.238708 kWh. Total GPU Power : 286.598 W\n",
-            "[codecarbon INFO @ 14:32:30] Energy consumed for all CPUs : 0.034530 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:32:30] 0.298651 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:32:44] Energy consumed for RAM : 0.025544 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:32:44] Energy consumed for all GPUs : 0.237188 kWh. Total GPU Power : 345.12600000000003 W\n",
-            "[codecarbon INFO @ 14:32:44] Energy consumed for all CPUs : 0.034706 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:32:44] 0.297437 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:32:45] Energy consumed for RAM : 0.025544 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:32:45] Energy consumed for all GPUs : 0.239918 kWh. Total GPU Power : 290.687 W\n",
-            "[codecarbon INFO @ 14:32:45] Energy consumed for all CPUs : 0.034707 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:32:45] 0.300168 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:32:59] Energy consumed for RAM : 0.025674 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:32:59] Energy consumed for all GPUs : 0.238139 kWh. Total GPU Power : 227.901 W\n",
-            "[codecarbon INFO @ 14:32:59] Energy consumed for all CPUs : 0.034883 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:32:59] 0.298696 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:33:00] Energy consumed for RAM : 0.025674 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:33:00] Energy consumed for all GPUs : 0.241089 kWh. Total GPU Power : 281.296 W\n",
-            "[codecarbon INFO @ 14:33:00] Energy consumed for all CPUs : 0.034884 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:33:00] 0.301647 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:33:14] Energy consumed for RAM : 0.025804 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:33:14] Energy consumed for all GPUs : 0.239281 kWh. Total GPU Power : 274.277 W\n",
-            "[codecarbon INFO @ 14:33:14] Energy consumed for all CPUs : 0.035060 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:33:14] 0.300146 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:33:15] Energy consumed for RAM : 0.025804 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:33:15] Energy consumed for all GPUs : 0.242263 kWh. Total GPU Power : 281.913 W\n",
-            "[codecarbon INFO @ 14:33:15] Energy consumed for all CPUs : 0.035061 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:33:15] 0.303128 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:33:29] Energy consumed for RAM : 0.025935 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:33:29] Energy consumed for all GPUs : 0.240456 kWh. Total GPU Power : 282.184 W\n",
-            "[codecarbon INFO @ 14:33:29] Energy consumed for all CPUs : 0.035237 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:33:29] 0.301628 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:33:30] Energy consumed for RAM : 0.025935 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:33:30] Energy consumed for all GPUs : 0.243676 kWh. Total GPU Power : 339.293 W\n",
-            "[codecarbon INFO @ 14:33:30] Energy consumed for all CPUs : 0.035238 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:33:30] 0.304848 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:33:44] Energy consumed for RAM : 0.026065 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:33:44] Energy consumed for all GPUs : 0.241605 kWh. Total GPU Power : 276.0130000000001 W\n",
-            "[codecarbon INFO @ 14:33:44] Energy consumed for all CPUs : 0.035414 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:33:44] 0.303085 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:33:45] Energy consumed for RAM : 0.026065 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:33:45] Energy consumed for all GPUs : 0.244101 kWh. Total GPU Power : 102.055 W\n",
-            "[codecarbon INFO @ 14:33:45] Energy consumed for all CPUs : 0.035415 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:33:45] 0.305581 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:33:59] Energy consumed for RAM : 0.026196 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:33:59] Energy consumed for all GPUs : 0.243015 kWh. Total GPU Power : 338.45200000000006 W\n",
-            "[codecarbon INFO @ 14:33:59] Energy consumed for all CPUs : 0.035592 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:33:59] 0.304802 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:34:00] Energy consumed for RAM : 0.026195 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:34:00] Energy consumed for all GPUs : 0.245308 kWh. Total GPU Power : 290.09000000000003 W\n",
-            "[codecarbon INFO @ 14:34:00] Energy consumed for all CPUs : 0.035592 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:34:00] 0.307096 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:34:14] Energy consumed for RAM : 0.026326 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:34:14] Energy consumed for all GPUs : 0.244043 kWh. Total GPU Power : 247.01800000000003 W\n",
-            "[codecarbon INFO @ 14:34:14] Energy consumed for all CPUs : 0.035769 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:34:14] 0.306138 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:34:15] Energy consumed for RAM : 0.026326 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:34:15] Energy consumed for all GPUs : 0.246520 kWh. Total GPU Power : 290.99 W\n",
-            "[codecarbon INFO @ 14:34:15] Energy consumed for all CPUs : 0.035769 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:34:15] 0.308615 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:34:29] Energy consumed for RAM : 0.026456 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:34:29] Energy consumed for all GPUs : 0.245190 kWh. Total GPU Power : 275.423 W\n",
-            "[codecarbon INFO @ 14:34:29] Energy consumed for all CPUs : 0.035946 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:34:29] 0.307591 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:34:30] Energy consumed for RAM : 0.026456 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:34:30] Energy consumed for all GPUs : 0.247686 kWh. Total GPU Power : 280.116 W\n",
-            "[codecarbon INFO @ 14:34:30] Energy consumed for all CPUs : 0.035946 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:34:30] 0.310088 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:34:44] Energy consumed for RAM : 0.026586 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:34:44] Energy consumed for all GPUs : 0.246373 kWh. Total GPU Power : 284.259 W\n",
-            "[codecarbon INFO @ 14:34:44] Energy consumed for all CPUs : 0.036123 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:34:44] 0.309083 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:34:45] Energy consumed for RAM : 0.026586 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:34:45] Energy consumed for all GPUs : 0.249128 kWh. Total GPU Power : 346.079 W\n",
-            "[codecarbon INFO @ 14:34:45] Energy consumed for all CPUs : 0.036123 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:34:45] 0.311837 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:34:59] Energy consumed for RAM : 0.026717 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:34:59] Energy consumed for all GPUs : 0.247534 kWh. Total GPU Power : 278.645 W\n",
-            "[codecarbon INFO @ 14:34:59] Energy consumed for all CPUs : 0.036300 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:34:59] 0.310550 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:35:00] Energy consumed for RAM : 0.026717 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:35:00] Energy consumed for all GPUs : 0.250528 kWh. Total GPU Power : 336.354 W\n",
-            "[codecarbon INFO @ 14:35:00] Energy consumed for all CPUs : 0.036300 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:35:00] 0.313545 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:35:14] Energy consumed for RAM : 0.026847 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:35:14] Energy consumed for all GPUs : 0.248981 kWh. Total GPU Power : 347.462 W\n",
-            "[codecarbon INFO @ 14:35:14] Energy consumed for all CPUs : 0.036477 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:35:14] 0.312305 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:35:15] Energy consumed for RAM : 0.026847 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:35:15] Energy consumed for all GPUs : 0.251979 kWh. Total GPU Power : 348.337 W\n",
-            "[codecarbon INFO @ 14:35:15] Energy consumed for all CPUs : 0.036477 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:35:15] 0.315303 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:35:29] Energy consumed for RAM : 0.026978 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:35:29] Energy consumed for all GPUs : 0.250429 kWh. Total GPU Power : 347.741 W\n",
-            "[codecarbon INFO @ 14:35:29] Energy consumed for all CPUs : 0.036654 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:35:29] 0.314060 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:35:30] Energy consumed for RAM : 0.026977 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:35:30] Energy consumed for all GPUs : 0.253429 kWh. Total GPU Power : 348.301 W\n",
-            "[codecarbon INFO @ 14:35:30] Energy consumed for all CPUs : 0.036654 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:35:30] 0.317061 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:35:44] Energy consumed for RAM : 0.027108 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:35:44] Energy consumed for all GPUs : 0.251883 kWh. Total GPU Power : 349.211 W\n",
-            "[codecarbon INFO @ 14:35:44] Energy consumed for all CPUs : 0.036831 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:35:44] 0.315822 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:35:45] Energy consumed for RAM : 0.027108 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:35:45] Energy consumed for all GPUs : 0.254871 kWh. Total GPU Power : 346.325 W\n",
-            "[codecarbon INFO @ 14:35:45] Energy consumed for all CPUs : 0.036831 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:35:45] 0.318810 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:35:59] Energy consumed for RAM : 0.027238 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:35:59] Energy consumed for all GPUs : 0.253342 kWh. Total GPU Power : 350.4100000000001 W\n",
-            "[codecarbon INFO @ 14:35:59] Energy consumed for all CPUs : 0.037008 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:35:59] 0.317588 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:36:00] Energy consumed for RAM : 0.027238 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:36:00] Energy consumed for all GPUs : 0.256295 kWh. Total GPU Power : 341.9080000000001 W\n",
-            "[codecarbon INFO @ 14:36:00] Energy consumed for all CPUs : 0.037008 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:36:00] 0.320541 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:36:14] Energy consumed for RAM : 0.027369 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:36:14] Energy consumed for all GPUs : 0.254808 kWh. Total GPU Power : 352.15000000000003 W\n",
-            "[codecarbon INFO @ 14:36:14] Energy consumed for all CPUs : 0.037185 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:36:14] 0.319362 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:36:15] Energy consumed for RAM : 0.027368 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:36:15] Energy consumed for all GPUs : 0.257522 kWh. Total GPU Power : 294.749 W\n",
-            "[codecarbon INFO @ 14:36:15] Energy consumed for all CPUs : 0.037185 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:36:15] 0.322076 kWh of electricity used since the beginning.\n",
-            "/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:2395: UserWarning: `max_length` is ignored when `padding`=`True` and there is no truncation strategy. To pad to max length, use `padding='max_length'`.\n",
-            "  warnings.warn(\n",
-            "[codecarbon INFO @ 14:36:29] Energy consumed for RAM : 0.027499 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:36:29] Energy consumed for all GPUs : 0.255971 kWh. Total GPU Power : 278.645 W\n",
-            "[codecarbon INFO @ 14:36:29] Energy consumed for all CPUs : 0.037363 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:36:29] 0.320832 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:36:30] Energy consumed for RAM : 0.027499 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:36:30] Energy consumed for all GPUs : 0.258701 kWh. Total GPU Power : 283.059 W\n",
-            "[codecarbon INFO @ 14:36:30] Energy consumed for all CPUs : 0.037363 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:36:30] 0.323562 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:36:44] Energy consumed for RAM : 0.027629 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:36:44] Energy consumed for all GPUs : 0.257098 kWh. Total GPU Power : 270.738 W\n",
-            "[codecarbon INFO @ 14:36:44] Energy consumed for all CPUs : 0.037540 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:36:44] 0.322267 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:36:45] Energy consumed for RAM : 0.027629 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:36:45] Energy consumed for all GPUs : 0.259853 kWh. Total GPU Power : 276.623 W\n",
-            "[codecarbon INFO @ 14:36:45] Energy consumed for all CPUs : 0.037540 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:36:45] 0.325021 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:36:59] Energy consumed for RAM : 0.027760 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:36:59] Energy consumed for all GPUs : 0.258283 kWh. Total GPU Power : 284.5300000000001 W\n",
-            "[codecarbon INFO @ 14:36:59] Energy consumed for all CPUs : 0.037717 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:36:59] 0.323759 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:37:00] Energy consumed for RAM : 0.027759 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:37:00] Energy consumed for all GPUs : 0.261236 kWh. Total GPU Power : 332.28700000000003 W\n",
-            "[codecarbon INFO @ 14:37:00] Energy consumed for all CPUs : 0.037717 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:37:00] 0.326713 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:37:14] Energy consumed for RAM : 0.027890 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:37:14] Energy consumed for all GPUs : 0.259413 kWh. Total GPU Power : 271.334 W\n",
-            "[codecarbon INFO @ 14:37:14] Energy consumed for all CPUs : 0.037894 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:37:14] 0.325196 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:37:15] Energy consumed for RAM : 0.027890 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:37:15] Energy consumed for all GPUs : 0.262359 kWh. Total GPU Power : 269.592 W\n",
-            "[codecarbon INFO @ 14:37:15] Energy consumed for all CPUs : 0.037894 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:37:15] 0.328143 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:37:29] Energy consumed for RAM : 0.028020 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:37:29] Energy consumed for all GPUs : 0.260823 kWh. Total GPU Power : 338.698 W\n",
-            "[codecarbon INFO @ 14:37:29] Energy consumed for all CPUs : 0.038071 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:37:29] 0.326914 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:37:30] Energy consumed for RAM : 0.028020 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:37:30] Energy consumed for all GPUs : 0.263546 kWh. Total GPU Power : 285.12600000000003 W\n",
-            "[codecarbon INFO @ 14:37:30] Energy consumed for all CPUs : 0.038071 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:37:30] 0.329637 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:37:44] Energy consumed for RAM : 0.028151 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:37:44] Energy consumed for all GPUs : 0.261997 kWh. Total GPU Power : 281.31600000000003 W\n",
-            "[codecarbon INFO @ 14:37:44] Energy consumed for all CPUs : 0.038248 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:37:44] 0.328396 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:37:45] Energy consumed for RAM : 0.028150 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:37:45] Energy consumed for all GPUs : 0.264746 kWh. Total GPU Power : 288.023 W\n",
-            "[codecarbon INFO @ 14:37:45] Energy consumed for all CPUs : 0.038248 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:37:45] 0.331144 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:37:59] Energy consumed for RAM : 0.028281 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:37:59] Energy consumed for all GPUs : 0.263125 kWh. Total GPU Power : 271.063 W\n",
-            "[codecarbon INFO @ 14:37:59] Energy consumed for all CPUs : 0.038425 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:37:59] 0.329832 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:38:00] Energy consumed for RAM : 0.028281 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:38:00] Energy consumed for all GPUs : 0.265921 kWh. Total GPU Power : 282.184 W\n",
-            "[codecarbon INFO @ 14:38:00] Energy consumed for all CPUs : 0.038425 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:38:00] 0.332627 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:38:14] Energy consumed for RAM : 0.028412 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:38:14] Energy consumed for all GPUs : 0.264331 kWh. Total GPU Power : 289.494 W\n",
-            "[codecarbon INFO @ 14:38:14] Energy consumed for all CPUs : 0.038602 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:38:14] 0.331345 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:38:15] Energy consumed for RAM : 0.028411 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:38:15] Energy consumed for all GPUs : 0.267320 kWh. Total GPU Power : 336.105 W\n",
-            "[codecarbon INFO @ 14:38:15] Energy consumed for all CPUs : 0.038602 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:38:15] 0.334334 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:38:29] Energy consumed for RAM : 0.028542 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:38:29] Energy consumed for all GPUs : 0.265446 kWh. Total GPU Power : 267.849 W\n",
-            "[codecarbon INFO @ 14:38:29] Energy consumed for all CPUs : 0.038779 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:38:29] 0.332767 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:38:30] Energy consumed for RAM : 0.028542 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:38:30] Energy consumed for all GPUs : 0.268459 kWh. Total GPU Power : 273.084 W\n",
-            "[codecarbon INFO @ 14:38:30] Energy consumed for all CPUs : 0.038779 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:38:30] 0.335780 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:38:44] Energy consumed for RAM : 0.028672 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:38:44] Energy consumed for all GPUs : 0.266837 kWh. Total GPU Power : 334.017 W\n",
-            "[codecarbon INFO @ 14:38:44] Energy consumed for all CPUs : 0.038956 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:38:44] 0.334466 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:38:45] Energy consumed for RAM : 0.028672 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:38:45] Energy consumed for all GPUs : 0.269578 kWh. Total GPU Power : 268.718 W\n",
-            "[codecarbon INFO @ 14:38:45] Energy consumed for all CPUs : 0.038956 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:38:45] 0.337206 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:38:59] Energy consumed for RAM : 0.028803 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:38:59] Energy consumed for all GPUs : 0.267506 kWh. Total GPU Power : 160.722 W\n",
-            "[codecarbon INFO @ 14:38:59] Energy consumed for all CPUs : 0.039134 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:38:59] 0.335443 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:39:00] Energy consumed for RAM : 0.028802 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:39:00] Energy consumed for all GPUs : 0.270711 kWh. Total GPU Power : 272.20900000000006 W\n",
-            "[codecarbon INFO @ 14:39:00] Energy consumed for all CPUs : 0.039133 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:39:00] 0.338647 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:39:14] Energy consumed for RAM : 0.028933 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:39:14] Energy consumed for all GPUs : 0.268677 kWh. Total GPU Power : 281.913 W\n",
-            "[codecarbon INFO @ 14:39:14] Energy consumed for all CPUs : 0.039311 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:39:14] 0.336921 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:39:15] Energy consumed for RAM : 0.028933 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:39:15] Energy consumed for all GPUs : 0.271897 kWh. Total GPU Power : 284.801 W\n",
-            "[codecarbon INFO @ 14:39:15] Energy consumed for all CPUs : 0.039310 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:39:15] 0.340140 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:39:29] Energy consumed for RAM : 0.029063 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:39:29] Energy consumed for all GPUs : 0.269849 kWh. Total GPU Power : 281.31600000000003 W\n",
-            "[codecarbon INFO @ 14:39:29] Energy consumed for all CPUs : 0.039488 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:39:29] 0.338399 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:39:30] Energy consumed for RAM : 0.029063 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:39:30] Energy consumed for all GPUs : 0.273299 kWh. Total GPU Power : 336.701 W\n",
-            "[codecarbon INFO @ 14:39:30] Energy consumed for all CPUs : 0.039488 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:39:30] 0.341850 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:39:44] Energy consumed for RAM : 0.029193 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:39:44] Energy consumed for all GPUs : 0.271076 kWh. Total GPU Power : 294.749 W\n",
-            "[codecarbon INFO @ 14:39:44] Energy consumed for all CPUs : 0.039665 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:39:44] 0.339934 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:39:45] Energy consumed for RAM : 0.029193 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:39:45] Energy consumed for all GPUs : 0.273813 kWh. Total GPU Power : 123.50500000000002 W\n",
-            "[codecarbon INFO @ 14:39:45] Energy consumed for all CPUs : 0.039665 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:39:45] 0.342671 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:39:59] Energy consumed for RAM : 0.029324 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:39:59] Energy consumed for all GPUs : 0.272513 kWh. Total GPU Power : 345.12600000000003 W\n",
-            "[codecarbon INFO @ 14:39:59] Energy consumed for all CPUs : 0.039842 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:39:59] 0.341679 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:40:00] Energy consumed for RAM : 0.029324 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:40:00] Energy consumed for all GPUs : 0.274958 kWh. Total GPU Power : 274.88100000000003 W\n",
-            "[codecarbon INFO @ 14:40:00] Energy consumed for all CPUs : 0.039842 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:40:00] 0.344123 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:40:14] Energy consumed for RAM : 0.029454 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:40:14] Energy consumed for all GPUs : 0.272925 kWh. Total GPU Power : 98.83800000000001 W\n",
-            "[codecarbon INFO @ 14:40:14] Energy consumed for all CPUs : 0.040019 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:40:14] 0.342398 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:40:15] Energy consumed for RAM : 0.029454 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:40:15] Energy consumed for all GPUs : 0.276139 kWh. Total GPU Power : 283.65500000000003 W\n",
-            "[codecarbon INFO @ 14:40:15] Energy consumed for all CPUs : 0.040019 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:40:15] 0.345612 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:40:29] Energy consumed for RAM : 0.029584 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:40:29] Energy consumed for all GPUs : 0.274333 kWh. Total GPU Power : 338.10200000000003 W\n",
-            "[codecarbon INFO @ 14:40:29] Energy consumed for all CPUs : 0.040196 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:40:29] 0.344113 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:40:30] Energy consumed for RAM : 0.029584 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:40:30] Energy consumed for all GPUs : 0.277580 kWh. Total GPU Power : 345.722 W\n",
-            "[codecarbon INFO @ 14:40:30] Energy consumed for all CPUs : 0.040196 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:40:30] 0.347360 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:40:44] Energy consumed for RAM : 0.029715 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:40:44] Energy consumed for all GPUs : 0.274827 kWh. Total GPU Power : 118.80700000000002 W\n",
-            "[codecarbon INFO @ 14:40:44] Energy consumed for all CPUs : 0.040373 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:40:44] 0.344915 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:40:45] Energy consumed for RAM : 0.029715 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:40:45] Energy consumed for all GPUs : 0.279025 kWh. Total GPU Power : 347.225 W\n",
-            "[codecarbon INFO @ 14:40:45] Energy consumed for all CPUs : 0.040373 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:40:45] 0.349114 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:40:59] Energy consumed for RAM : 0.029845 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:40:59] Energy consumed for all GPUs : 0.276166 kWh. Total GPU Power : 321.438 W\n",
-            "[codecarbon INFO @ 14:40:59] Energy consumed for all CPUs : 0.040550 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:40:59] 0.346561 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:41:00] Energy consumed for RAM : 0.029845 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:41:00] Energy consumed for all GPUs : 0.280465 kWh. Total GPU Power : 346.596 W\n",
-            "[codecarbon INFO @ 14:41:00] Energy consumed for all CPUs : 0.040550 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:41:00] 0.350860 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:41:14] Energy consumed for RAM : 0.029975 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:41:14] Energy consumed for all GPUs : 0.277620 kWh. Total GPU Power : 349.211 W\n",
-            "[codecarbon INFO @ 14:41:14] Energy consumed for all CPUs : 0.040727 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:41:14] 0.348323 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:41:15] Energy consumed for RAM : 0.029975 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:41:15] Energy consumed for all GPUs : 0.281922 kWh. Total GPU Power : 349.806 W\n",
-            "[codecarbon INFO @ 14:41:15] Energy consumed for all CPUs : 0.040727 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:41:15] 0.352624 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:41:29] Energy consumed for RAM : 0.030106 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:41:29] Energy consumed for all GPUs : 0.279072 kWh. Total GPU Power : 348.06600000000003 W\n",
-            "[codecarbon INFO @ 14:41:29] Energy consumed for all CPUs : 0.040905 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:41:29] 0.350083 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:41:30] Energy consumed for RAM : 0.030105 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:41:30] Energy consumed for all GPUs : 0.283371 kWh. Total GPU Power : 348.06600000000003 W\n",
-            "[codecarbon INFO @ 14:41:30] Energy consumed for all CPUs : 0.040904 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:41:30] 0.354381 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:41:44] Energy consumed for RAM : 0.030236 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:41:44] Energy consumed for all GPUs : 0.279691 kWh. Total GPU Power : 148.714 W\n",
-            "[codecarbon INFO @ 14:41:44] Energy consumed for all CPUs : 0.041081 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:41:44] 0.351009 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:41:45] Energy consumed for RAM : 0.030236 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:41:45] Energy consumed for all GPUs : 0.284541 kWh. Total GPU Power : 280.983 W\n",
-            "[codecarbon INFO @ 14:41:45] Energy consumed for all CPUs : 0.041081 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:41:45] 0.355858 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:41:59] Energy consumed for RAM : 0.030367 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:41:59] Energy consumed for all GPUs : 0.280895 kWh. Total GPU Power : 289.21500000000003 W\n",
-            "[codecarbon INFO @ 14:41:59] Energy consumed for all CPUs : 0.041259 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:41:59] 0.352520 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:42:00] Energy consumed for RAM : 0.030366 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:42:00] Energy consumed for all GPUs : 0.285757 kWh. Total GPU Power : 291.833 W\n",
-            "[codecarbon INFO @ 14:42:00] Energy consumed for all CPUs : 0.041258 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:42:00] 0.357381 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:42:14] Energy consumed for RAM : 0.030497 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:42:14] Energy consumed for all GPUs : 0.282111 kWh. Total GPU Power : 291.86400000000003 W\n",
-            "[codecarbon INFO @ 14:42:14] Energy consumed for all CPUs : 0.041436 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:42:14] 0.354043 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:42:15] Energy consumed for RAM : 0.030496 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:42:15] Energy consumed for all GPUs : 0.287170 kWh. Total GPU Power : 339.572 W\n",
-            "[codecarbon INFO @ 14:42:15] Energy consumed for all CPUs : 0.041435 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:42:15] 0.359102 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:42:29] Energy consumed for RAM : 0.030627 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:42:29] Energy consumed for all GPUs : 0.283273 kWh. Total GPU Power : 279.24100000000004 W\n",
-            "[codecarbon INFO @ 14:42:29] Energy consumed for all CPUs : 0.041613 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:42:29] 0.355513 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:42:30] Energy consumed for RAM : 0.030627 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:42:30] Energy consumed for all GPUs : 0.287591 kWh. Total GPU Power : 100.908 W\n",
-            "[codecarbon INFO @ 14:42:30] Energy consumed for all CPUs : 0.041612 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:42:30] 0.359830 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:42:44] Energy consumed for RAM : 0.030758 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:42:44] Energy consumed for all GPUs : 0.284713 kWh. Total GPU Power : 345.754 W\n",
-            "[codecarbon INFO @ 14:42:44] Energy consumed for all CPUs : 0.041790 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:42:44] 0.357260 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:42:45] Energy consumed for RAM : 0.030757 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:42:45] Energy consumed for all GPUs : 0.288808 kWh. Total GPU Power : 292.437 W\n",
-            "[codecarbon INFO @ 14:42:45] Energy consumed for all CPUs : 0.041789 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:42:45] 0.361355 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:42:59] Energy consumed for RAM : 0.030888 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:42:59] Energy consumed for all GPUs : 0.285535 kWh. Total GPU Power : 197.464 W\n",
-            "[codecarbon INFO @ 14:42:59] Energy consumed for all CPUs : 0.041967 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:42:59] 0.358390 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:43:00] Energy consumed for RAM : 0.030887 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:43:00] Energy consumed for all GPUs : 0.289987 kWh. Total GPU Power : 283.037 W\n",
-            "[codecarbon INFO @ 14:43:00] Energy consumed for all CPUs : 0.041967 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:43:00] 0.362841 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:43:14] Energy consumed for RAM : 0.031018 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:43:14] Energy consumed for all GPUs : 0.286721 kWh. Total GPU Power : 284.801 W\n",
-            "[codecarbon INFO @ 14:43:14] Energy consumed for all CPUs : 0.042144 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:43:14] 0.359883 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:43:15] Energy consumed for RAM : 0.031018 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:43:15] Energy consumed for all GPUs : 0.291178 kWh. Total GPU Power : 286.00100000000003 W\n",
-            "[codecarbon INFO @ 14:43:15] Energy consumed for all CPUs : 0.042144 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:43:15] 0.364339 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:43:29] Energy consumed for RAM : 0.031149 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:43:29] Energy consumed for all GPUs : 0.287943 kWh. Total GPU Power : 293.334 W\n",
-            "[codecarbon INFO @ 14:43:29] Energy consumed for all CPUs : 0.042321 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:43:29] 0.361412 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:43:30] Energy consumed for RAM : 0.031148 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:43:30] Energy consumed for all GPUs : 0.292597 kWh. Total GPU Power : 340.79 W\n",
-            "[codecarbon INFO @ 14:43:30] Energy consumed for all CPUs : 0.042321 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:43:30] 0.366066 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:43:44] Energy consumed for RAM : 0.031279 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:43:44] Energy consumed for all GPUs : 0.289093 kWh. Total GPU Power : 276.338 W\n",
-            "[codecarbon INFO @ 14:43:44] Energy consumed for all CPUs : 0.042498 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:43:44] 0.362870 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:43:45] Energy consumed for RAM : 0.031278 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:43:45] Energy consumed for all GPUs : 0.293927 kWh. Total GPU Power : 319.365 W\n",
-            "[codecarbon INFO @ 14:43:45] Energy consumed for all CPUs : 0.042498 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:43:45] 0.367703 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:43:59] Energy consumed for RAM : 0.031409 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:43:59] Energy consumed for all GPUs : 0.290531 kWh. Total GPU Power : 345.12600000000003 W\n",
-            "[codecarbon INFO @ 14:43:59] Energy consumed for all CPUs : 0.042675 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:43:59] 0.364615 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:44:00] Energy consumed for RAM : 0.031409 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:44:00] Energy consumed for all GPUs : 0.295135 kWh. Total GPU Power : 290.09000000000003 W\n",
-            "[codecarbon INFO @ 14:44:00] Energy consumed for all CPUs : 0.042675 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:44:00] 0.369218 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:44:14] Energy consumed for RAM : 0.031540 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:44:14] Energy consumed for all GPUs : 0.291873 kWh. Total GPU Power : 322.313 W\n",
-            "[codecarbon INFO @ 14:44:14] Energy consumed for all CPUs : 0.042852 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:44:14] 0.366264 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:44:15] Energy consumed for RAM : 0.031539 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:44:15] Energy consumed for all GPUs : 0.296239 kWh. Total GPU Power : 265.178 W\n",
-            "[codecarbon INFO @ 14:44:15] Energy consumed for all CPUs : 0.042852 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:44:15] 0.370630 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:44:29] Energy consumed for RAM : 0.031670 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:44:29] Energy consumed for all GPUs : 0.293028 kWh. Total GPU Power : 277.49800000000005 W\n",
-            "[codecarbon INFO @ 14:44:29] Energy consumed for all CPUs : 0.043029 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:44:29] 0.367727 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:44:30] Energy consumed for RAM : 0.031669 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:44:30] Energy consumed for all GPUs : 0.297423 kWh. Total GPU Power : 284.259 W\n",
-            "[codecarbon INFO @ 14:44:30] Energy consumed for all CPUs : 0.043029 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:44:30] 0.372121 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:44:44] Energy consumed for RAM : 0.031800 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:44:44] Energy consumed for all GPUs : 0.294236 kWh. Total GPU Power : 290.09000000000003 W\n",
-            "[codecarbon INFO @ 14:44:44] Energy consumed for all CPUs : 0.043206 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:44:44] 0.369243 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:44:45] Energy consumed for RAM : 0.031800 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:44:45] Energy consumed for all GPUs : 0.298839 kWh. Total GPU Power : 340.194 W\n",
-            "[codecarbon INFO @ 14:44:45] Energy consumed for all CPUs : 0.043206 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:44:45] 0.373845 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:44:59] Energy consumed for RAM : 0.031931 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:44:59] Energy consumed for all GPUs : 0.295437 kWh. Total GPU Power : 288.348 W\n",
-            "[codecarbon INFO @ 14:44:59] Energy consumed for all CPUs : 0.043383 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:44:59] 0.370751 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:45:00] Energy consumed for RAM : 0.031930 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:45:00] Energy consumed for all GPUs : 0.299910 kWh. Total GPU Power : 257.271 W\n",
-            "[codecarbon INFO @ 14:45:00] Energy consumed for all CPUs : 0.043383 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:45:00] 0.375224 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:45:14] Energy consumed for RAM : 0.032061 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:45:14] Energy consumed for all GPUs : 0.296872 kWh. Total GPU Power : 344.608 W\n",
-            "[codecarbon INFO @ 14:45:14] Energy consumed for all CPUs : 0.043560 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:45:14] 0.372493 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:45:15] Energy consumed for RAM : 0.032060 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:45:15] Energy consumed for all GPUs : 0.301079 kWh. Total GPU Power : 280.712 W\n",
-            "[codecarbon INFO @ 14:45:15] Energy consumed for all CPUs : 0.043560 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:45:15] 0.376700 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:45:29] Energy consumed for RAM : 0.032191 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:45:29] Energy consumed for all GPUs : 0.298178 kWh. Total GPU Power : 313.802 W\n",
-            "[codecarbon INFO @ 14:45:29] Energy consumed for all CPUs : 0.043737 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:45:29] 0.374107 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:45:30] Energy consumed for RAM : 0.032191 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:45:30] Energy consumed for all GPUs : 0.302237 kWh. Total GPU Power : 278.095 W\n",
-            "[codecarbon INFO @ 14:45:30] Energy consumed for all CPUs : 0.043737 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:45:30] 0.378165 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:45:44] Energy consumed for RAM : 0.032322 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:45:44] Energy consumed for all GPUs : 0.299617 kWh. Total GPU Power : 345.397 W\n",
-            "[codecarbon INFO @ 14:45:44] Energy consumed for all CPUs : 0.043915 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:45:44] 0.375853 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:45:45] Energy consumed for RAM : 0.032321 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:45:45] Energy consumed for all GPUs : 0.303528 kWh. Total GPU Power : 310.047 W\n",
-            "[codecarbon INFO @ 14:45:45] Energy consumed for all CPUs : 0.043914 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:45:45] 0.379764 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:45:59] Energy consumed for RAM : 0.032452 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:45:59] Energy consumed for all GPUs : 0.301071 kWh. Total GPU Power : 349.211 W\n",
-            "[codecarbon INFO @ 14:45:59] Energy consumed for all CPUs : 0.044092 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:45:59] 0.377614 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:46:00] Energy consumed for RAM : 0.032451 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:46:00] Energy consumed for all GPUs : 0.304739 kWh. Total GPU Power : 290.687 W\n",
-            "[codecarbon INFO @ 14:46:00] Energy consumed for all CPUs : 0.044091 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:46:00] 0.381281 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:46:14] Energy consumed for RAM : 0.032582 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:46:14] Energy consumed for all GPUs : 0.302540 kWh. Total GPU Power : 352.746 W\n",
-            "[codecarbon INFO @ 14:46:14] Energy consumed for all CPUs : 0.044269 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:46:14] 0.379391 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:46:15] Energy consumed for RAM : 0.032582 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:46:15] Energy consumed for all GPUs : 0.305641 kWh. Total GPU Power : 216.817 W\n",
-            "[codecarbon INFO @ 14:46:15] Energy consumed for all CPUs : 0.044268 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:46:15] 0.382492 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:46:29] Energy consumed for RAM : 0.032713 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:46:29] Energy consumed for all GPUs : 0.303998 kWh. Total GPU Power : 350.07700000000006 W\n",
-            "[codecarbon INFO @ 14:46:29] Energy consumed for all CPUs : 0.044446 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:46:29] 0.381156 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:46:30] Energy consumed for RAM : 0.032712 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:46:30] Energy consumed for all GPUs : 0.306166 kWh. Total GPU Power : 125.84600000000002 W\n",
-            "[codecarbon INFO @ 14:46:30] Energy consumed for all CPUs : 0.044445 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:46:30] 0.383323 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:46:44] Energy consumed for RAM : 0.032843 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:46:44] Energy consumed for all GPUs : 0.305425 kWh. Total GPU Power : 342.782 W\n",
-            "[codecarbon INFO @ 14:46:44] Energy consumed for all CPUs : 0.044623 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:46:44] 0.382891 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:46:45] Energy consumed for RAM : 0.032842 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:46:45] Energy consumed for all GPUs : 0.307621 kWh. Total GPU Power : 349.536 W\n",
-            "[codecarbon INFO @ 14:46:45] Energy consumed for all CPUs : 0.044623 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:46:45] 0.385087 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:46:59] Energy consumed for RAM : 0.032973 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:46:59] Energy consumed for all GPUs : 0.306877 kWh. Total GPU Power : 348.66200000000003 W\n",
-            "[codecarbon INFO @ 14:46:59] Energy consumed for all CPUs : 0.044800 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:46:59] 0.384650 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:47:00] Energy consumed for RAM : 0.032973 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:47:00] Energy consumed for all GPUs : 0.308781 kWh. Total GPU Power : 278.645 W\n",
-            "[codecarbon INFO @ 14:47:00] Energy consumed for all CPUs : 0.044800 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:47:00] 0.386554 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:47:14] Energy consumed for RAM : 0.033104 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:47:15] Energy consumed for all GPUs : 0.308038 kWh. Total GPU Power : 278.366 W\n",
-            "[codecarbon INFO @ 14:47:15] Energy consumed for all CPUs : 0.044978 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:47:15] 0.386120 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:47:15] Energy consumed for RAM : 0.033103 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:47:15] Energy consumed for all GPUs : 0.309927 kWh. Total GPU Power : 275.152 W\n",
-            "[codecarbon INFO @ 14:47:15] Energy consumed for all CPUs : 0.044977 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:47:15] 0.388007 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:47:29] Energy consumed for RAM : 0.033234 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:47:29] Energy consumed for all GPUs : 0.309228 kWh. Total GPU Power : 286.58 W\n",
-            "[codecarbon INFO @ 14:47:29] Energy consumed for all CPUs : 0.045154 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:47:29] 0.387616 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:47:30] Energy consumed for RAM : 0.033233 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:47:30] Energy consumed for all GPUs : 0.311162 kWh. Total GPU Power : 296.526 W\n",
-            "[codecarbon INFO @ 14:47:30] Energy consumed for all CPUs : 0.045154 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:47:30] 0.389549 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:47:44] Energy consumed for RAM : 0.033364 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:47:44] Energy consumed for all GPUs : 0.310433 kWh. Total GPU Power : 289.21500000000003 W\n",
-            "[codecarbon INFO @ 14:47:44] Energy consumed for all CPUs : 0.045331 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:47:44] 0.389128 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:47:45] Energy consumed for RAM : 0.033364 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:47:45] Energy consumed for all GPUs : 0.312599 kWh. Total GPU Power : 345.21200000000005 W\n",
-            "[codecarbon INFO @ 14:47:45] Energy consumed for all CPUs : 0.045331 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:47:45] 0.391294 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:47:59] Energy consumed for RAM : 0.033494 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:47:59] Energy consumed for all GPUs : 0.311759 kWh. Total GPU Power : 318.495 W\n",
-            "[codecarbon INFO @ 14:47:59] Energy consumed for all CPUs : 0.045508 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:47:59] 0.390762 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:48:00] Energy consumed for RAM : 0.033494 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:48:00] Energy consumed for all GPUs : 0.313807 kWh. Total GPU Power : 290.061 W\n",
-            "[codecarbon INFO @ 14:48:00] Energy consumed for all CPUs : 0.045508 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:48:00] 0.392809 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:48:14] Energy consumed for RAM : 0.033625 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:48:14] Energy consumed for all GPUs : 0.312964 kWh. Total GPU Power : 289.494 W\n",
-            "[codecarbon INFO @ 14:48:14] Energy consumed for all CPUs : 0.045685 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:48:14] 0.392274 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:48:15] Energy consumed for RAM : 0.033624 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:48:15] Energy consumed for all GPUs : 0.315005 kWh. Total GPU Power : 287.725 W\n",
-            "[codecarbon INFO @ 14:48:15] Energy consumed for all CPUs : 0.045685 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:48:15] 0.394314 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:48:29] Energy consumed for RAM : 0.033755 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:48:29] Energy consumed for all GPUs : 0.314084 kWh. Total GPU Power : 268.988 W\n",
-            "[codecarbon INFO @ 14:48:29] Energy consumed for all CPUs : 0.045863 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:48:29] 0.393702 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:48:30] Energy consumed for RAM : 0.033755 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:48:30] Energy consumed for all GPUs : 0.316416 kWh. Total GPU Power : 338.9680000000001 W\n",
-            "[codecarbon INFO @ 14:48:30] Energy consumed for all CPUs : 0.045862 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:48:30] 0.396033 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:48:44] Energy consumed for RAM : 0.033885 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:48:44] Energy consumed for all GPUs : 0.315309 kWh. Total GPU Power : 294.17900000000003 W\n",
-            "[codecarbon INFO @ 14:48:44] Energy consumed for all CPUs : 0.046040 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:48:44] 0.395234 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:48:45] Energy consumed for RAM : 0.033885 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:48:45] Energy consumed for all GPUs : 0.317840 kWh. Total GPU Power : 341.9080000000001 W\n",
-            "[codecarbon INFO @ 14:48:45] Energy consumed for all CPUs : 0.046039 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:48:45] 0.397765 kWh of electricity used since the beginning.\n",
-            "/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:2395: UserWarning: `max_length` is ignored when `padding`=`True` and there is no truncation strategy. To pad to max length, use `padding='max_length'`.\n",
-            "  warnings.warn(\n",
-            "[codecarbon INFO @ 14:48:59] Energy consumed for RAM : 0.034016 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:48:59] Energy consumed for all GPUs : 0.316419 kWh. Total GPU Power : 266.378 W\n",
-            "[codecarbon INFO @ 14:48:59] Energy consumed for all CPUs : 0.046217 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:48:59] 0.396651 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:49:00] Energy consumed for RAM : 0.034015 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:49:00] Energy consumed for all GPUs : 0.319245 kWh. Total GPU Power : 337.823 W\n",
-            "[codecarbon INFO @ 14:49:00] Energy consumed for all CPUs : 0.046216 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:49:00] 0.399477 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:49:14] Energy consumed for RAM : 0.034146 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:49:14] Energy consumed for all GPUs : 0.317536 kWh. Total GPU Power : 268.392 W\n",
-            "[codecarbon INFO @ 14:49:14] Energy consumed for all CPUs : 0.046394 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:49:14] 0.398076 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:49:15] Energy consumed for RAM : 0.034146 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:49:15] Energy consumed for all GPUs : 0.319949 kWh. Total GPU Power : 169.05900000000003 W\n",
-            "[codecarbon INFO @ 14:49:15] Energy consumed for all CPUs : 0.046393 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:49:15] 0.400488 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:49:29] Energy consumed for RAM : 0.034276 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:49:29] Energy consumed for all GPUs : 0.318925 kWh. Total GPU Power : 333.685 W\n",
-            "[codecarbon INFO @ 14:49:29] Energy consumed for all CPUs : 0.046571 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:49:29] 0.399773 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:49:30] Energy consumed for RAM : 0.034276 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:49:30] Energy consumed for all GPUs : 0.321124 kWh. Total GPU Power : 282.163 W\n",
-            "[codecarbon INFO @ 14:49:30] Energy consumed for all CPUs : 0.046570 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:49:30] 0.401971 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:49:44] Energy consumed for RAM : 0.034407 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:49:44] Energy consumed for all GPUs : 0.320309 kWh. Total GPU Power : 332.28700000000003 W\n",
-            "[codecarbon INFO @ 14:49:44] Energy consumed for all CPUs : 0.046748 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:49:44] 0.401464 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:49:45] Energy consumed for RAM : 0.034406 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:49:45] Energy consumed for all GPUs : 0.322247 kWh. Total GPU Power : 269.592 W\n",
-            "[codecarbon INFO @ 14:49:45] Energy consumed for all CPUs : 0.046747 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:49:45] 0.403401 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:49:59] Energy consumed for RAM : 0.034537 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:49:59] Energy consumed for all GPUs : 0.321489 kWh. Total GPU Power : 283.33 W\n",
-            "[codecarbon INFO @ 14:49:59] Energy consumed for all CPUs : 0.046925 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:49:59] 0.402951 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:50:00] Energy consumed for RAM : 0.034537 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:50:00] Energy consumed for all GPUs : 0.323444 kWh. Total GPU Power : 287.473 W\n",
-            "[codecarbon INFO @ 14:50:00] Energy consumed for all CPUs : 0.046924 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:50:00] 0.404905 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:50:14] Energy consumed for RAM : 0.034667 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:50:14] Energy consumed for all GPUs : 0.322674 kWh. Total GPU Power : 284.5300000000001 W\n",
-            "[codecarbon INFO @ 14:50:14] Energy consumed for all CPUs : 0.047102 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:50:14] 0.404443 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:50:15] Energy consumed for RAM : 0.034667 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:50:15] Energy consumed for all GPUs : 0.324858 kWh. Total GPU Power : 339.644 W\n",
-            "[codecarbon INFO @ 14:50:15] Energy consumed for all CPUs : 0.047101 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:50:15] 0.406627 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:50:29] Energy consumed for RAM : 0.034798 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:50:29] Energy consumed for all GPUs : 0.323842 kWh. Total GPU Power : 280.712 W\n",
-            "[codecarbon INFO @ 14:50:29] Energy consumed for all CPUs : 0.047279 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:50:29] 0.405919 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:50:30] Energy consumed for RAM : 0.034797 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:50:30] Energy consumed for all GPUs : 0.325835 kWh. Total GPU Power : 234.697 W\n",
-            "[codecarbon INFO @ 14:50:30] Energy consumed for all CPUs : 0.047278 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:50:30] 0.407911 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:50:44] Energy consumed for RAM : 0.034928 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:50:44] Energy consumed for all GPUs : 0.325241 kWh. Total GPU Power : 335.834 W\n",
-            "[codecarbon INFO @ 14:50:44] Energy consumed for all CPUs : 0.047456 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:50:44] 0.407625 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:50:45] Energy consumed for RAM : 0.034928 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:50:45] Energy consumed for all GPUs : 0.327004 kWh. Total GPU Power : 280.693 W\n",
-            "[codecarbon INFO @ 14:50:45] Energy consumed for all CPUs : 0.047456 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:50:45] 0.409388 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:50:59] Energy consumed for RAM : 0.035058 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:50:59] Energy consumed for all GPUs : 0.326583 kWh. Total GPU Power : 322.305 W\n",
-            "[codecarbon INFO @ 14:50:59] Energy consumed for all CPUs : 0.047633 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:50:59] 0.409274 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:51:00] Energy consumed for RAM : 0.035058 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:51:00] Energy consumed for all GPUs : 0.328439 kWh. Total GPU Power : 344.608 W\n",
-            "[codecarbon INFO @ 14:51:00] Energy consumed for all CPUs : 0.047633 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:51:00] 0.411130 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:51:14] Energy consumed for RAM : 0.035189 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:51:14] Energy consumed for all GPUs : 0.327076 kWh. Total GPU Power : 118.482 W\n",
-            "[codecarbon INFO @ 14:51:14] Energy consumed for all CPUs : 0.047810 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:51:14] 0.410075 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:51:15] Energy consumed for RAM : 0.035188 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:51:15] Energy consumed for all GPUs : 0.329849 kWh. Total GPU Power : 338.723 W\n",
-            "[codecarbon INFO @ 14:51:15] Energy consumed for all CPUs : 0.047810 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:51:15] 0.412847 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:51:29] Energy consumed for RAM : 0.035319 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:51:29] Energy consumed for all GPUs : 0.327959 kWh. Total GPU Power : 211.86 W\n",
-            "[codecarbon INFO @ 14:51:30] Energy consumed for all CPUs : 0.047987 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:51:30] 0.411265 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:51:30] Energy consumed for RAM : 0.035319 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:51:30] Energy consumed for all GPUs : 0.331266 kWh. Total GPU Power : 340.16700000000003 W\n",
-            "[codecarbon INFO @ 14:51:30] Energy consumed for all CPUs : 0.047987 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:51:30] 0.414571 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:51:45] Energy consumed for RAM : 0.035450 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:51:45] Energy consumed for all GPUs : 0.329399 kWh. Total GPU Power : 345.483 W\n",
-            "[codecarbon INFO @ 14:51:45] Energy consumed for all CPUs : 0.048165 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:51:45] 0.413013 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:51:45] Energy consumed for RAM : 0.035449 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:51:45] Energy consumed for all GPUs : 0.332687 kWh. Total GPU Power : 341.312 W\n",
-            "[codecarbon INFO @ 14:51:45] Energy consumed for all CPUs : 0.048164 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:51:45] 0.416300 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:52:00] Energy consumed for RAM : 0.035580 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:52:00] Energy consumed for all GPUs : 0.330828 kWh. Total GPU Power : 343.37800000000004 W\n",
-            "[codecarbon INFO @ 14:52:00] Energy consumed for all CPUs : 0.048342 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:52:00] 0.414750 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:52:00] Energy consumed for RAM : 0.035579 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:52:00] Energy consumed for all GPUs : 0.334123 kWh. Total GPU Power : 344.879 W\n",
-            "[codecarbon INFO @ 14:52:00] Energy consumed for all CPUs : 0.048341 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:52:00] 0.418044 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:52:15] Energy consumed for RAM : 0.035710 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:52:15] Energy consumed for all GPUs : 0.332259 kWh. Total GPU Power : 343.656 W\n",
-            "[codecarbon INFO @ 14:52:15] Energy consumed for all CPUs : 0.048519 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:52:15] 0.416488 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:52:15] Energy consumed for RAM : 0.035710 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:52:15] Energy consumed for all GPUs : 0.335329 kWh. Total GPU Power : 289.494 W\n",
-            "[codecarbon INFO @ 14:52:15] Energy consumed for all CPUs : 0.048518 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:52:15] 0.419556 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:52:30] Energy consumed for RAM : 0.035841 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:52:30] Energy consumed for all GPUs : 0.333677 kWh. Total GPU Power : 340.519 W\n",
-            "[codecarbon INFO @ 14:52:30] Energy consumed for all CPUs : 0.048696 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:52:30] 0.418214 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:52:30] Energy consumed for RAM : 0.035840 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:52:30] Energy consumed for all GPUs : 0.336478 kWh. Total GPU Power : 276.027 W\n",
-            "[codecarbon INFO @ 14:52:30] Energy consumed for all CPUs : 0.048695 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:52:30] 0.421013 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:52:45] Energy consumed for RAM : 0.035971 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:52:45] Energy consumed for all GPUs : 0.334808 kWh. Total GPU Power : 271.605 W\n",
-            "[codecarbon INFO @ 14:52:45] Energy consumed for all CPUs : 0.048873 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:52:45] 0.419652 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:52:45] Energy consumed for RAM : 0.035970 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:52:45] Energy consumed for all GPUs : 0.337669 kWh. Total GPU Power : 286.00100000000003 W\n",
-            "[codecarbon INFO @ 14:52:45] Energy consumed for all CPUs : 0.048872 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:52:45] 0.422511 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:53:00] Energy consumed for RAM : 0.036101 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:53:00] Energy consumed for all GPUs : 0.335942 kWh. Total GPU Power : 272.20900000000006 W\n",
-            "[codecarbon INFO @ 14:53:00] Energy consumed for all CPUs : 0.049050 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:53:00] 0.421093 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:53:00] Energy consumed for RAM : 0.036101 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:53:00] Energy consumed for all GPUs : 0.339072 kWh. Total GPU Power : 336.957 W\n",
-            "[codecarbon INFO @ 14:53:00] Energy consumed for all CPUs : 0.049049 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:53:00] 0.424222 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:53:15] Energy consumed for RAM : 0.036232 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:53:15] Energy consumed for all GPUs : 0.337074 kWh. Total GPU Power : 271.938 W\n",
-            "[codecarbon INFO @ 14:53:15] Energy consumed for all CPUs : 0.049227 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:53:15] 0.422533 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:53:15] Energy consumed for RAM : 0.036231 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:53:15] Energy consumed for all GPUs : 0.340108 kWh. Total GPU Power : 248.76800000000003 W\n",
-            "[codecarbon INFO @ 14:53:15] Energy consumed for all CPUs : 0.049226 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:53:15] 0.425565 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:53:30] Energy consumed for RAM : 0.036362 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:53:30] Energy consumed for all GPUs : 0.338483 kWh. Total GPU Power : 338.373 W\n",
-            "[codecarbon INFO @ 14:53:30] Energy consumed for all CPUs : 0.049404 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:53:30] 0.424249 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:53:30] Energy consumed for RAM : 0.036361 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:53:30] Energy consumed for all GPUs : 0.341235 kWh. Total GPU Power : 270.738 W\n",
-            "[codecarbon INFO @ 14:53:30] Energy consumed for all CPUs : 0.049403 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:53:30] 0.427000 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:53:45] Energy consumed for RAM : 0.036492 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:53:45] Energy consumed for all GPUs : 0.339890 kWh. Total GPU Power : 337.847 W\n",
-            "[codecarbon INFO @ 14:53:45] Energy consumed for all CPUs : 0.049581 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:53:45] 0.425963 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:53:45] Energy consumed for RAM : 0.036492 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:53:45] Energy consumed for all GPUs : 0.342387 kWh. Total GPU Power : 276.623 W\n",
-            "[codecarbon INFO @ 14:53:45] Energy consumed for all CPUs : 0.049580 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:53:45] 0.428459 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:54:00] Energy consumed for RAM : 0.036623 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:54:00] Energy consumed for all GPUs : 0.341030 kWh. Total GPU Power : 273.95200000000006 W\n",
-            "[codecarbon INFO @ 14:54:00] Energy consumed for all CPUs : 0.049758 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:54:00] 0.427411 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:54:00] Energy consumed for RAM : 0.036622 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:54:00] Energy consumed for all GPUs : 0.343562 kWh. Total GPU Power : 282.184 W\n",
-            "[codecarbon INFO @ 14:54:00] Energy consumed for all CPUs : 0.049757 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:54:00] 0.429942 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:54:15] Energy consumed for RAM : 0.036753 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:54:15] Energy consumed for all GPUs : 0.342204 kWh. Total GPU Power : 281.913 W\n",
-            "[codecarbon INFO @ 14:54:15] Energy consumed for all CPUs : 0.049935 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:54:15] 0.428892 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:54:15] Energy consumed for RAM : 0.036752 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:54:15] Energy consumed for all GPUs : 0.344980 kWh. Total GPU Power : 340.519 W\n",
-            "[codecarbon INFO @ 14:54:15] Energy consumed for all CPUs : 0.049934 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:54:15] 0.431667 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:54:30] Energy consumed for RAM : 0.036883 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:54:30] Energy consumed for all GPUs : 0.343365 kWh. Total GPU Power : 278.645 W\n",
-            "[codecarbon INFO @ 14:54:30] Energy consumed for all CPUs : 0.050112 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:54:30] 0.430360 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:54:30] Energy consumed for RAM : 0.036883 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:54:30] Energy consumed for all GPUs : 0.346310 kWh. Total GPU Power : 319.365 W\n",
-            "[codecarbon INFO @ 14:54:30] Energy consumed for all CPUs : 0.050112 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:54:30] 0.433304 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:54:45] Energy consumed for RAM : 0.037014 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:54:45] Energy consumed for all GPUs : 0.344757 kWh. Total GPU Power : 334.363 W\n",
-            "[codecarbon INFO @ 14:54:45] Energy consumed for all CPUs : 0.050290 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:54:45] 0.432060 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:54:45] Energy consumed for RAM : 0.037013 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:54:45] Energy consumed for all GPUs : 0.347435 kWh. Total GPU Power : 270.188 W\n",
-            "[codecarbon INFO @ 14:54:45] Energy consumed for all CPUs : 0.050289 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:54:45] 0.434737 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:55:00] Energy consumed for RAM : 0.037144 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:55:00] Energy consumed for all GPUs : 0.346180 kWh. Total GPU Power : 342.511 W\n",
-            "[codecarbon INFO @ 14:55:00] Energy consumed for all CPUs : 0.050466 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:55:00] 0.433790 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:55:00] Energy consumed for RAM : 0.037143 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:55:00] Energy consumed for all GPUs : 0.348639 kWh. Total GPU Power : 289.21500000000003 W\n",
-            "[codecarbon INFO @ 14:55:00] Energy consumed for all CPUs : 0.050466 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:55:00] 0.436248 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:55:15] Energy consumed for RAM : 0.037274 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:55:15] Energy consumed for all GPUs : 0.347365 kWh. Total GPU Power : 284.5300000000001 W\n",
-            "[codecarbon INFO @ 14:55:15] Energy consumed for all CPUs : 0.050643 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:55:15] 0.435283 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:55:15] Energy consumed for RAM : 0.037274 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:55:15] Energy consumed for all GPUs : 0.349861 kWh. Total GPU Power : 293.334 W\n",
-            "[codecarbon INFO @ 14:55:15] Energy consumed for all CPUs : 0.050643 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:55:15] 0.437777 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:55:30] Energy consumed for RAM : 0.037404 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:55:30] Energy consumed for all GPUs : 0.348557 kWh. Total GPU Power : 286.272 W\n",
-            "[codecarbon INFO @ 14:55:30] Energy consumed for all CPUs : 0.050821 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:55:30] 0.436782 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:55:30] Energy consumed for RAM : 0.037404 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:55:30] Energy consumed for all GPUs : 0.351271 kWh. Total GPU Power : 338.723 W\n",
-            "[codecarbon INFO @ 14:55:30] Energy consumed for all CPUs : 0.050820 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:55:30] 0.439495 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:55:45] Energy consumed for RAM : 0.037535 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:55:45] Energy consumed for all GPUs : 0.349779 kWh. Total GPU Power : 293.30400000000003 W\n",
-            "[codecarbon INFO @ 14:55:45] Energy consumed for all CPUs : 0.050998 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:55:45] 0.438311 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:55:45] Energy consumed for RAM : 0.037534 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:55:45] Energy consumed for all GPUs : 0.352711 kWh. Total GPU Power : 345.754 W\n",
-            "[codecarbon INFO @ 14:55:45] Energy consumed for all CPUs : 0.050997 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:55:45] 0.441242 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:56:00] Energy consumed for RAM : 0.037665 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:56:00] Energy consumed for all GPUs : 0.351190 kWh. Total GPU Power : 339.048 W\n",
-            "[codecarbon INFO @ 14:56:00] Energy consumed for all CPUs : 0.051175 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:56:00] 0.440030 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:56:00] Energy consumed for RAM : 0.037665 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:56:00] Energy consumed for all GPUs : 0.353861 kWh. Total GPU Power : 276.298 W\n",
-            "[codecarbon INFO @ 14:56:00] Energy consumed for all CPUs : 0.051174 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:56:00] 0.442700 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:56:15] Energy consumed for RAM : 0.037795 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:56:15] Energy consumed for all GPUs : 0.352414 kWh. Total GPU Power : 293.908 W\n",
-            "[codecarbon INFO @ 14:56:15] Energy consumed for all CPUs : 0.051352 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:56:15] 0.441561 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:56:15] Energy consumed for RAM : 0.037795 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:56:15] Energy consumed for all GPUs : 0.355323 kWh. Total GPU Power : 351.00600000000003 W\n",
-            "[codecarbon INFO @ 14:56:15] Energy consumed for all CPUs : 0.051351 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:56:15] 0.444469 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:56:30] Energy consumed for RAM : 0.037926 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:56:30] Energy consumed for all GPUs : 0.353407 kWh. Total GPU Power : 238.51500000000004 W\n",
-            "[codecarbon INFO @ 14:56:30] Energy consumed for all CPUs : 0.051529 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:56:30] 0.442862 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:56:30] Energy consumed for RAM : 0.037925 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:56:30] Energy consumed for all GPUs : 0.356770 kWh. Total GPU Power : 347.551 W\n",
-            "[codecarbon INFO @ 14:56:30] Energy consumed for all CPUs : 0.051528 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:56:30] 0.446224 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:56:45] Energy consumed for RAM : 0.038056 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:56:45] Energy consumed for all GPUs : 0.354185 kWh. Total GPU Power : 186.669 W\n",
-            "[codecarbon INFO @ 14:56:45] Energy consumed for all CPUs : 0.051706 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:56:45] 0.443947 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:56:45] Energy consumed for RAM : 0.038056 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:56:45] Energy consumed for all GPUs : 0.358242 kWh. Total GPU Power : 353.62 W\n",
-            "[codecarbon INFO @ 14:56:45] Energy consumed for all CPUs : 0.051705 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:56:45] 0.448003 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:57:00] Energy consumed for RAM : 0.038186 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:57:00] Energy consumed for all GPUs : 0.354683 kWh. Total GPU Power : 119.683 W\n",
-            "[codecarbon INFO @ 14:57:00] Energy consumed for all CPUs : 0.051883 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:57:00] 0.444752 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:57:00] Energy consumed for RAM : 0.038186 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:57:00] Energy consumed for all GPUs : 0.359698 kWh. Total GPU Power : 349.572 W\n",
-            "[codecarbon INFO @ 14:57:00] Energy consumed for all CPUs : 0.051882 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:57:00] 0.449766 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:57:15] Energy consumed for RAM : 0.038317 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:57:15] Energy consumed for all GPUs : 0.355295 kWh. Total GPU Power : 146.97 W\n",
-            "[codecarbon INFO @ 14:57:15] Energy consumed for all CPUs : 0.052060 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:57:15] 0.445672 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:57:15] Energy consumed for RAM : 0.038316 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:57:15] Energy consumed for all GPUs : 0.361164 kWh. Total GPU Power : 352.15000000000003 W\n",
-            "[codecarbon INFO @ 14:57:15] Energy consumed for all CPUs : 0.052059 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:57:15] 0.451540 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:57:30] Energy consumed for RAM : 0.038447 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:57:30] Energy consumed for all GPUs : 0.356519 kWh. Total GPU Power : 293.908 W\n",
-            "[codecarbon INFO @ 14:57:30] Energy consumed for all CPUs : 0.052237 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:57:30] 0.447203 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:57:30] Energy consumed for RAM : 0.038447 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:57:30] Energy consumed for all GPUs : 0.361688 kWh. Total GPU Power : 125.84600000000002 W\n",
-            "[codecarbon INFO @ 14:57:30] Energy consumed for all CPUs : 0.052236 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:57:30] 0.452372 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:57:45] Energy consumed for RAM : 0.038577 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:57:45] Energy consumed for all GPUs : 0.357955 kWh. Total GPU Power : 344.855 W\n",
-            "[codecarbon INFO @ 14:57:45] Energy consumed for all CPUs : 0.052414 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:57:45] 0.448946 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:57:45] Energy consumed for RAM : 0.038577 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:57:45] Energy consumed for all GPUs : 0.362864 kWh. Total GPU Power : 282.455 W\n",
-            "[codecarbon INFO @ 14:57:45] Energy consumed for all CPUs : 0.052413 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:57:45] 0.453855 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:58:00] Energy consumed for RAM : 0.038708 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:58:00] Energy consumed for all GPUs : 0.358380 kWh. Total GPU Power : 102.055 W\n",
-            "[codecarbon INFO @ 14:58:00] Energy consumed for all CPUs : 0.052591 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:58:00] 0.449678 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:58:00] Energy consumed for RAM : 0.038707 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:58:00] Energy consumed for all GPUs : 0.364073 kWh. Total GPU Power : 290.361 W\n",
-            "[codecarbon INFO @ 14:58:00] Energy consumed for all CPUs : 0.052590 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:58:00] 0.455371 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:58:15] Energy consumed for RAM : 0.038838 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:58:15] Energy consumed for all GPUs : 0.359602 kWh. Total GPU Power : 293.637 W\n",
-            "[codecarbon INFO @ 14:58:15] Energy consumed for all CPUs : 0.052768 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:58:15] 0.451208 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:58:15] Energy consumed for RAM : 0.038838 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:58:15] Energy consumed for all GPUs : 0.365308 kWh. Total GPU Power : 296.526 W\n",
-            "[codecarbon INFO @ 14:58:15] Energy consumed for all CPUs : 0.052768 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:58:15] 0.456913 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:58:30] Energy consumed for RAM : 0.038968 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:58:30] Energy consumed for all GPUs : 0.360806 kWh. Total GPU Power : 289.21500000000003 W\n",
-            "[codecarbon INFO @ 14:58:30] Energy consumed for all CPUs : 0.052945 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:58:30] 0.452720 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:58:30] Energy consumed for RAM : 0.038968 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:58:30] Energy consumed for all GPUs : 0.366727 kWh. Total GPU Power : 340.79 W\n",
-            "[codecarbon INFO @ 14:58:30] Energy consumed for all CPUs : 0.052945 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:58:30] 0.458640 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:58:45] Energy consumed for RAM : 0.039099 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:58:45] Energy consumed for all GPUs : 0.361974 kWh. Total GPU Power : 280.44100000000003 W\n",
-            "[codecarbon INFO @ 14:58:45] Energy consumed for all CPUs : 0.053122 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:58:45] 0.454195 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:58:45] Energy consumed for RAM : 0.039098 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:58:45] Energy consumed for all GPUs : 0.367237 kWh. Total GPU Power : 122.44800000000002 W\n",
-            "[codecarbon INFO @ 14:58:45] Energy consumed for all CPUs : 0.053122 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:58:45] 0.459457 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:59:00] Energy consumed for RAM : 0.039229 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:59:00] Energy consumed for all GPUs : 0.363427 kWh. Total GPU Power : 348.94000000000005 W\n",
-            "[codecarbon INFO @ 14:59:00] Energy consumed for all CPUs : 0.053299 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:59:00] 0.455955 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:59:00] Energy consumed for RAM : 0.039229 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:59:00] Energy consumed for all GPUs : 0.368390 kWh. Total GPU Power : 276.94100000000003 W\n",
-            "[codecarbon INFO @ 14:59:00] Energy consumed for all CPUs : 0.053299 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:59:00] 0.460918 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:59:15] Energy consumed for RAM : 0.039359 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:59:15] Energy consumed for all GPUs : 0.364754 kWh. Total GPU Power : 318.762 W\n",
-            "[codecarbon INFO @ 14:59:15] Energy consumed for all CPUs : 0.053477 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:59:15] 0.457590 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:59:15] Energy consumed for RAM : 0.039359 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:59:15] Energy consumed for all GPUs : 0.369536 kWh. Total GPU Power : 275.152 W\n",
-            "[codecarbon INFO @ 14:59:15] Energy consumed for all CPUs : 0.053476 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:59:15] 0.462371 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:59:30] Energy consumed for RAM : 0.039490 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:59:30] Energy consumed for all GPUs : 0.365888 kWh. Total GPU Power : 272.20900000000006 W\n",
-            "[codecarbon INFO @ 14:59:30] Energy consumed for all CPUs : 0.053654 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:59:30] 0.459031 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:59:30] Energy consumed for RAM : 0.039489 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:59:30] Energy consumed for all GPUs : 0.370688 kWh. Total GPU Power : 276.623 W\n",
-            "[codecarbon INFO @ 14:59:30] Energy consumed for all CPUs : 0.053653 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:59:30] 0.463830 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:59:45] Energy consumed for RAM : 0.039620 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:59:45] Energy consumed for all GPUs : 0.367011 kWh. Total GPU Power : 269.863 W\n",
-            "[codecarbon INFO @ 14:59:45] Energy consumed for all CPUs : 0.053831 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:59:45] 0.460462 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 14:59:45] Energy consumed for RAM : 0.039620 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 14:59:45] Energy consumed for all GPUs : 0.372086 kWh. Total GPU Power : 335.758 W\n",
-            "[codecarbon INFO @ 14:59:45] Energy consumed for all CPUs : 0.053830 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 14:59:45] 0.465536 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:00:00] Energy consumed for RAM : 0.039750 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:00:00] Energy consumed for all GPUs : 0.368216 kWh. Total GPU Power : 289.21500000000003 W\n",
-            "[codecarbon INFO @ 15:00:00] Energy consumed for all CPUs : 0.054008 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:00:00] 0.461974 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:00:00] Energy consumed for RAM : 0.039750 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:00:00] Energy consumed for all GPUs : 0.372638 kWh. Total GPU Power : 132.559 W\n",
-            "[codecarbon INFO @ 15:00:00] Energy consumed for all CPUs : 0.054007 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:00:00] 0.466395 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:00:15] Energy consumed for RAM : 0.039881 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:00:15] Energy consumed for all GPUs : 0.369656 kWh. Total GPU Power : 345.993 W\n",
-            "[codecarbon INFO @ 15:00:15] Energy consumed for all CPUs : 0.054185 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:00:15] 0.463722 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:00:15] Energy consumed for RAM : 0.039880 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:00:15] Energy consumed for all GPUs : 0.373837 kWh. Total GPU Power : 288.023 W\n",
-            "[codecarbon INFO @ 15:00:15] Energy consumed for all CPUs : 0.054184 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:00:15] 0.467902 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:00:30] Energy consumed for RAM : 0.040011 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:00:30] Energy consumed for all GPUs : 0.371063 kWh. Total GPU Power : 337.823 W\n",
-            "[codecarbon INFO @ 15:00:30] Energy consumed for all CPUs : 0.054362 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:00:30] 0.465436 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:00:30] Energy consumed for RAM : 0.040011 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:00:30] Energy consumed for all GPUs : 0.375007 kWh. Total GPU Power : 281.026 W\n",
-            "[codecarbon INFO @ 15:00:30] Energy consumed for all CPUs : 0.054361 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:00:30] 0.469379 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:00:45] Energy consumed for RAM : 0.040141 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:00:45] Energy consumed for all GPUs : 0.372237 kWh. Total GPU Power : 281.913 W\n",
-            "[codecarbon INFO @ 15:00:45] Energy consumed for all CPUs : 0.054539 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:00:45] 0.466917 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:00:45] Energy consumed for RAM : 0.040141 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:00:45] Energy consumed for all GPUs : 0.376162 kWh. Total GPU Power : 277.22700000000003 W\n",
-            "[codecarbon INFO @ 15:00:45] Energy consumed for all CPUs : 0.054538 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:00:45] 0.470841 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:01:00] Energy consumed for RAM : 0.040272 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:01:00] Energy consumed for all GPUs : 0.373336 kWh. Total GPU Power : 264.032 W\n",
-            "[codecarbon INFO @ 15:01:00] Energy consumed for all CPUs : 0.054716 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:01:00] 0.468324 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:01:00] Energy consumed for RAM : 0.040271 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:01:00] Energy consumed for all GPUs : 0.377599 kWh. Total GPU Power : 345.12600000000003 W\n",
-            "[codecarbon INFO @ 15:01:00] Energy consumed for all CPUs : 0.054715 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:01:00] 0.472585 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:01:15] Energy consumed for RAM : 0.040402 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:01:15] Energy consumed for all GPUs : 0.374532 kWh. Total GPU Power : 287.176 W\n",
-            "[codecarbon INFO @ 15:01:15] Energy consumed for all CPUs : 0.054893 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:01:15] 0.469827 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:01:15] Energy consumed for RAM : 0.040402 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:01:15] Energy consumed for all GPUs : 0.378085 kWh. Total GPU Power : 116.73700000000001 W\n",
-            "[codecarbon INFO @ 15:01:15] Energy consumed for all CPUs : 0.054892 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:01:15] 0.473379 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:01:30] Energy consumed for RAM : 0.040532 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:01:30] Energy consumed for all GPUs : 0.375992 kWh. Total GPU Power : 350.681 W\n",
-            "[codecarbon INFO @ 15:01:30] Energy consumed for all CPUs : 0.055070 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:01:30] 0.471595 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:01:30] Energy consumed for RAM : 0.040532 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:01:30] Energy consumed for all GPUs : 0.379512 kWh. Total GPU Power : 342.782 W\n",
-            "[codecarbon INFO @ 15:01:30] Energy consumed for all CPUs : 0.055069 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:01:30] 0.475114 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:01:45] Energy consumed for RAM : 0.040663 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:01:45] Energy consumed for all GPUs : 0.377433 kWh. Total GPU Power : 346.079 W\n",
-            "[codecarbon INFO @ 15:01:45] Energy consumed for all CPUs : 0.055247 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:01:45] 0.473343 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:01:45] Energy consumed for RAM : 0.040662 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:01:45] Energy consumed for all GPUs : 0.380656 kWh. Total GPU Power : 274.556 W\n",
-            "[codecarbon INFO @ 15:01:45] Energy consumed for all CPUs : 0.055246 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:01:45] 0.476564 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:02:00] Energy consumed for RAM : 0.040793 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:02:00] Energy consumed for all GPUs : 0.378885 kWh. Total GPU Power : 348.69700000000006 W\n",
-            "[codecarbon INFO @ 15:02:00] Energy consumed for all CPUs : 0.055424 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:02:00] 0.475103 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:02:00] Energy consumed for RAM : 0.040793 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:02:00] Energy consumed for all GPUs : 0.381298 kWh. Total GPU Power : 154.392 W\n",
-            "[codecarbon INFO @ 15:02:00] Energy consumed for all CPUs : 0.055423 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:02:00] 0.477515 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:02:15] Energy consumed for RAM : 0.040923 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:02:15] Energy consumed for all GPUs : 0.380354 kWh. Total GPU Power : 352.746 W\n",
-            "[codecarbon INFO @ 15:02:15] Energy consumed for all CPUs : 0.055601 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:02:15] 0.476879 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:02:15] Energy consumed for RAM : 0.040923 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:02:15] Energy consumed for all GPUs : 0.382767 kWh. Total GPU Power : 352.746 W\n",
-            "[codecarbon INFO @ 15:02:15] Energy consumed for all CPUs : 0.055601 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:02:15] 0.479291 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:02:30] Energy consumed for RAM : 0.041054 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:02:30] Energy consumed for all GPUs : 0.381824 kWh. Total GPU Power : 353.02500000000003 W\n",
-            "[codecarbon INFO @ 15:02:30] Energy consumed for all CPUs : 0.055778 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:02:30] 0.478656 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:02:30] Energy consumed for RAM : 0.041053 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:02:30] Energy consumed for all GPUs : 0.384246 kWh. Total GPU Power : 355.09000000000003 W\n",
-            "[codecarbon INFO @ 15:02:30] Energy consumed for all CPUs : 0.055778 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:02:30] 0.481077 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:02:45] Energy consumed for RAM : 0.041184 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:02:45] Energy consumed for all GPUs : 0.382204 kWh. Total GPU Power : 90.31900000000002 W\n",
-            "[codecarbon INFO @ 15:02:45] Energy consumed for all CPUs : 0.055959 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:02:45] 0.479347 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:02:45] Energy consumed for RAM : 0.041184 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:02:46] Energy consumed for all GPUs : 0.384625 kWh. Total GPU Power : 89.72200000000001 W\n",
-            "[codecarbon INFO @ 15:02:46] Energy consumed for all CPUs : 0.055961 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:02:46] 0.481770 kWh of electricity used since the beginning.\n",
-            "/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:2395: UserWarning: `max_length` is ignored when `padding`=`True` and there is no truncation strategy. To pad to max length, use `padding='max_length'`.\n",
-            "  warnings.warn(\n",
-            "[codecarbon INFO @ 15:03:00] Energy consumed for RAM : 0.041312 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:03:00] Energy consumed for all GPUs : 0.383345 kWh. Total GPU Power : 279.56600000000003 W\n",
-            "[codecarbon INFO @ 15:03:00] Energy consumed for all CPUs : 0.056133 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:03:00] 0.480789 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:03:00] Energy consumed for RAM : 0.041309 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:03:00] Energy consumed for all GPUs : 0.385959 kWh. Total GPU Power : 332.818 W\n",
-            "[codecarbon INFO @ 15:03:00] Energy consumed for all CPUs : 0.056131 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:03:00] 0.483399 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:03:15] Energy consumed for RAM : 0.041442 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:03:15] Energy consumed for all GPUs : 0.384550 kWh. Total GPU Power : 289.494 W\n",
-            "[codecarbon INFO @ 15:03:15] Energy consumed for all CPUs : 0.056310 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:03:15] 0.482302 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:03:15] Energy consumed for RAM : 0.041440 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:03:15] Energy consumed for all GPUs : 0.386541 kWh. Total GPU Power : 139.93100000000004 W\n",
-            "[codecarbon INFO @ 15:03:15] Energy consumed for all CPUs : 0.056309 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:03:15] 0.484289 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:03:30] Energy consumed for RAM : 0.041573 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:03:30] Energy consumed for all GPUs : 0.385950 kWh. Total GPU Power : 336.029 W\n",
-            "[codecarbon INFO @ 15:03:30] Energy consumed for all CPUs : 0.056487 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:03:30] 0.484009 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:03:30] Energy consumed for RAM : 0.041570 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:03:30] Energy consumed for all GPUs : 0.387754 kWh. Total GPU Power : 291.56200000000007 W\n",
-            "[codecarbon INFO @ 15:03:30] Energy consumed for all CPUs : 0.056485 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:03:30] 0.485809 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:03:45] Energy consumed for RAM : 0.041703 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:03:45] Energy consumed for all GPUs : 0.387344 kWh. Total GPU Power : 334.959 W\n",
-            "[codecarbon INFO @ 15:03:45] Energy consumed for all CPUs : 0.056664 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:03:45] 0.485711 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:03:45] Energy consumed for RAM : 0.041700 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:03:45] Energy consumed for all GPUs : 0.388913 kWh. Total GPU Power : 278.366 W\n",
-            "[codecarbon INFO @ 15:03:45] Energy consumed for all CPUs : 0.056662 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:03:45] 0.487275 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:03:57] Energy consumed for RAM : 0.041799 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:03:57] Energy consumed for all GPUs : 0.389775 kWh. Total GPU Power : 273.41 W\n",
-            "[codecarbon INFO @ 15:03:57] Energy consumed for all CPUs : 0.056797 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:03:57] 0.488370 kWh of electricity used since the beginning.\n",
-            "[codecarbon INFO @ 15:03:57] Energy consumed for RAM : 0.041807 kWh. RAM Power : 31.30528450012207 W\n",
-            "[codecarbon INFO @ 15:03:57] Energy consumed for all GPUs : 0.388257 kWh. Total GPU Power : 273.41 W\n",
-            "[codecarbon INFO @ 15:03:57] Energy consumed for all CPUs : 0.056806 kWh. Total CPU Power : 42.5 W\n",
-            "[codecarbon INFO @ 15:03:57] 0.486870 kWh of electricity used since the beginning.\n"
-          ]
-        },
-        {
-          "data": {
-            "text/plain": [
-              "0.17002787857474966"
-            ]
-          },
-          "execution_count": 6,
-          "metadata": {},
-          "output_type": "execute_result"
-        }
-      ],
-      "source": [
-        "from transformers import TrainingArguments\n",
-        "from codecarbon import EmissionsTracker\n",
-        "from trl import RewardTrainer\n",
-        "\n",
-        "tracker = EmissionsTracker(\n",
-        "    project_name=\"RewardModel_emissions\",\n",
-        "    log_level=\"critical\",\n",
-        "    output_dir=f\"/content/drive/MyDrive/Colab Notebooks/RewardModel\",\n",
-        "    output_file=\"RewardModel_emissions.csv\",\n",
-        ")\n",
-        "\n",
-        "training_args = TrainingArguments(\n",
-        "    output_dir=\"/content/drive/MyDrive/Colab Notebooks/RewardModel\",\n",
-        "    per_device_train_batch_size=42,\n",
-        "    per_device_eval_batch_size=42,\n",
-        "    evaluation_strategy=\"steps\",\n",
-        "    logging_steps=200,\n",
-        "    num_train_epochs=5,\n",
-        "    learning_rate = 5e-5,\n",
-        "\n",
-        ")\n",
-        "\n",
-        "trainer = RewardTrainer(\n",
-        "    model=model,\n",
-        "    args=training_args,\n",
-        "    tokenizer=tokenizer,\n",
-        "    train_dataset=formatted_dataset[\"train\"],\n",
-        "    eval_dataset=formatted_dataset[\"test\"],\n",
-        ")\n",
-        "\n",
-        "tracker.start()\n",
-        "trainer.train()\n",
-        "tracker.stop()"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "9FxXN6u8sbYH"
-      },
-      "source": [
-        "6. Test your RewardModel!"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": 52,
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "d1bQ2HRqoN5Y",
-        "outputId": "9b40aaa9-2e6b-4610-d9cd-a049a46e7ab3"
-      },
-      "outputs": [
-        {
-          "name": "stdout",
-          "output_type": "stream",
-          "text": [
-            "Question: Why is AI Ethics important? \n",
-            "\n",
-            "Response 1: The field of AI Ethics delves deeply into the intricate ethical considerations that arise with respect to AI systems. This includes the role of humanity in creating and deploying these systems, as well as the conduct of machines themselves. Broadly speaking, AI Ethics can be divided into two major categories : concerns surrounding the morality of human actions in relation to creating and using AI, and concerns regarding the moral implications of machine behavior. Score: 4.777\n",
-            "Response 2: Who cares about AI Ethics? It's just a bunch of whining about humans making and using AI and bitching about what the machines do. Score: -11.582\n"
-          ]
-        }
-      ],
-      "source": [
-        "from transformers import AutoTokenizer, AutoModelForSequenceClassification\n",
-        "import torch\n",
-        "\n",
-        "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
-        "\n",
-        "tokenizer = AutoTokenizer.from_pretrained(\"nicholasKluge/RewardModel\")\n",
-        "rewardModel = AutoModelForSequenceClassification.from_pretrained(\"nicholasKluge/RewardModel\")\n",
-        "\n",
-        "rewardModel.eval()\n",
-        "rewardModel.to(device)\n",
-        "\n",
-        "# Define the question and response\n",
-        "prompt = \"Why is AI Ethics important?\"\n",
-        "response_good = \"The field of AI Ethics delves deeply into the intricate ethical considerations that arise with respect to AI systems. This includes the role of humanity in creating and deploying these systems, as well as the conduct of machines themselves. Broadly speaking, AI Ethics can be divided into two major categories : concerns surrounding the morality of human actions in relation to creating and using AI, and concerns regarding the moral implications of machine behavior.\"\n",
-        "response_bad = \"Who cares about AI Ethics? It's just a bunch of whining about humans making and using AI and bitching about what the machines do.\"\n",
-        "\n",
-        "# Tokenize the question and response\n",
-        "tokens_good = tokenizer(prompt, response_good,\n",
-        "                truncation=True,\n",
-        "                max_length=512,\n",
-        "                return_token_type_ids=False,\n",
-        "                return_tensors=\"pt\",\n",
-        "                return_attention_mask=True)\n",
-        "\n",
-        "tokens_bad = tokenizer(prompt, response_bad,\n",
-        "                truncation=True,\n",
-        "                max_length=512,\n",
-        "                return_token_type_ids=False,\n",
-        "                return_tensors=\"pt\",\n",
-        "                return_attention_mask=True)\n",
-        "\n",
-        "tokens_good.to(device)\n",
-        "tokens_bad.to(device)\n",
-        "\n",
-        "score_good = rewardModel(**tokens_good)[0].item()\n",
-        "score_bad = rewardModel(**tokens_bad)[0].item()\n",
-        "\n",
-        "print(f\"Question: {prompt} \\n\")\n",
-        "print(f\"Response 1: {response_good} Score: {score_good:.3f}\")\n",
-        "print(f\"Response 2: {response_bad} Score: {score_bad:.3f}\")"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "Mt3gSVHevXkp"
-      },
-      "source": [
-        "Done! 🤗"
-      ]
-    }
-  ],
-  "metadata": {
-    "colab": {
-      "gpuType": "T4",
-      "machine_shape": "hm",
-      "provenance": []
-    },
-    "kernelspec": {
-      "display_name": "Python 3",
-      "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": "3.9.13"
-    },
-    "widgets": {
-      "application/vnd.jupyter.widget-state+json": {
-        "0dda003be9bd4ac38fc1e1f38bd5caea": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "12f77f4404c34ce7849f9823dc852b7a": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "13a74debb1244846b84f7efb6fbf8220": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HBoxModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HBoxModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HBoxView",
-            "box_style": "",
-            "children": [
-              "IPY_MODEL_f7f18b55aeb54406875646174240bcde",
-              "IPY_MODEL_a9d5ae2631f146ca8832ea365cafd44b",
-              "IPY_MODEL_25794ab9c76742cd911fba5828a07b55"
-            ],
-            "layout": "IPY_MODEL_b28d4940b8d84bcd85dda20595bb78e8"
-          }
-        },
-        "1514af6070f445aa86530e424a6eafc3": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "153b7cc478bb4d9e9c981572de075848": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HBoxModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HBoxModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HBoxView",
-            "box_style": "",
-            "children": [
-              "IPY_MODEL_6acf79c2fd0d4420b0b9307ac2b11e3b",
-              "IPY_MODEL_758a5d93359e496b8b0a4ebd3a3f606b",
-              "IPY_MODEL_b057a27133da4f6a85c3b51956fe52db"
-            ],
-            "layout": "IPY_MODEL_4000bacb63914286803b7ada8ac94bea"
-          }
-        },
-        "156d84739bd24ad69728147036fcfe15": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HBoxModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HBoxModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HBoxView",
-            "box_style": "",
-            "children": [
-              "IPY_MODEL_e9d1e8cf5fb24ae5bf77fff494cb19be",
-              "IPY_MODEL_9667517f0c5d488fa438af0a9194a56a",
-              "IPY_MODEL_ae94488d8cd240ab8d1df56b22373d90"
-            ],
-            "layout": "IPY_MODEL_4873769002374f2999d2f0d98eea4292"
-          }
-        },
-        "1796651a4ec846c291e54feb4bd1d803": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "ProgressStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "ProgressStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "bar_color": null,
-            "description_width": ""
-          }
-        },
-        "18944f718b8144db935c890cffde4fa5": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "FloatProgressModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "FloatProgressModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "ProgressView",
-            "bar_style": "success",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_ca98152355644f90a9d44bdbacb5ff88",
-            "max": 435797,
-            "min": 0,
-            "orientation": "horizontal",
-            "style": "IPY_MODEL_b89eceaa13fd4b47ac270f709d35485f",
-            "value": 435797
-          }
-        },
-        "1ffde46bb56c4c91a3213eb19abf1cdb": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "25794ab9c76742cd911fba5828a07b55": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_c82ad873691f4d7e8059423a2a6be328",
-            "placeholder": "​",
-            "style": "IPY_MODEL_aab499acbe144705bc57ff18989f4b3e",
-            "value": " 29.0/29.0 [00:00&lt;00:00, 2.80kB/s]"
-          }
-        },
-        "25db2786cede4d31b118b1ca66afd7f0": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "2748cefbcec3483fbd053694c674ebfc": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "28937f1429984e2886507ce98944641a": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "321c0523ced14f08af825cdd3ee1bb30": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "ProgressStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "ProgressStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "bar_color": null,
-            "description_width": ""
-          }
-        },
-        "35d6487007594eadbd63ffc561cc3a26": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_531cd094572347a491c811816f02269a",
-            "placeholder": "​",
-            "style": "IPY_MODEL_67938079109640f492d94527aec5ca09",
-            "value": "Downloading (…)/main/tokenizer.json: 100%"
-          }
-        },
-        "3c2c5c93035e4b58b2726d48f10aea71": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "3c8058abf64d40d0ba7c61b415e6c694": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "3f4e2f7663054c1988b8d4981a92da46": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "4000bacb63914286803b7ada8ac94bea": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "43a1b3f35d4c4d1abb75f02e4c040789": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HBoxModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HBoxModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HBoxView",
-            "box_style": "",
-            "children": [
-              "IPY_MODEL_a16898eda30d4d75a6e0c2c512869137",
-              "IPY_MODEL_46cb332062024f1f8cff246b90e7c725",
-              "IPY_MODEL_e701f34d18b3470490590fe33307a030"
-            ],
-            "layout": "IPY_MODEL_1ffde46bb56c4c91a3213eb19abf1cdb"
-          }
-        },
-        "46cb332062024f1f8cff246b90e7c725": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "FloatProgressModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "FloatProgressModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "ProgressView",
-            "bar_style": "success",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_a7111164cac442dfb0e533cbff4f363b",
-            "max": 435755784,
-            "min": 0,
-            "orientation": "horizontal",
-            "style": "IPY_MODEL_321c0523ced14f08af825cdd3ee1bb30",
-            "value": 435755784
-          }
-        },
-        "4873769002374f2999d2f0d98eea4292": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "531cd094572347a491c811816f02269a": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "5529e7881782416f9f4030f9848eae5a": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "5a84b6dba3734d6a94bfddba7fe60597": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "5c0b409becc04c9391032793874207d6": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "5c416b5821fb4ad491e6fcc47100e187": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "60f6b14d68864c98aa9c786f7da55306": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "6659d18fc6c14f1ebd4fcd181e09ea9f": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "67938079109640f492d94527aec5ca09": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "68610ec59cdc4ffda0461f03ff17ae0f": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "FloatProgressModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "FloatProgressModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "ProgressView",
-            "bar_style": "",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_acb193199ff3418e827d9776914e93fc",
-            "max": 34234,
-            "min": 0,
-            "orientation": "horizontal",
-            "style": "IPY_MODEL_1796651a4ec846c291e54feb4bd1d803",
-            "value": 34234
-          }
-        },
-        "696496958f524be682e8a535c3590d19": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "6acf79c2fd0d4420b0b9307ac2b11e3b": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_c4b438a528db4431b21efe0e720a3c32",
-            "placeholder": "​",
-            "style": "IPY_MODEL_60f6b14d68864c98aa9c786f7da55306",
-            "value": "Downloading (…)solve/main/vocab.txt: 100%"
-          }
-        },
-        "6d8dfb3e01f24d199925d5b84beff125": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "ProgressStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "ProgressStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "bar_color": null,
-            "description_width": ""
-          }
-        },
-        "758a5d93359e496b8b0a4ebd3a3f606b": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "FloatProgressModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "FloatProgressModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "ProgressView",
-            "bar_style": "success",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_2748cefbcec3483fbd053694c674ebfc",
-            "max": 213450,
-            "min": 0,
-            "orientation": "horizontal",
-            "style": "IPY_MODEL_7c186a738943475281633caf2a925ae9",
-            "value": 213450
-          }
-        },
-        "7ac859e3ac7345288fcc6ee78320f42e": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "7c186a738943475281633caf2a925ae9": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "ProgressStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "ProgressStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "bar_color": null,
-            "description_width": ""
-          }
-        },
-        "888e8e9350ef4e4da1704f4f24f91313": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "8f360e5e80dc493a91c4dbc5b89ea7ee": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "9667517f0c5d488fa438af0a9194a56a": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "FloatProgressModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "FloatProgressModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "ProgressView",
-            "bar_style": "success",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_7ac859e3ac7345288fcc6ee78320f42e",
-            "max": 570,
-            "min": 0,
-            "orientation": "horizontal",
-            "style": "IPY_MODEL_d1f94722f882476f86ccc5514ea1d0d2",
-            "value": 570
-          }
-        },
-        "974c6bad10b94b6d9693a24902badc27": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "a16898eda30d4d75a6e0c2c512869137": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_5a84b6dba3734d6a94bfddba7fe60597",
-            "placeholder": "​",
-            "style": "IPY_MODEL_b896fcccb74047dcab871b34e8bd2068",
-            "value": "Downloading model.safetensors: 100%"
-          }
-        },
-        "a3050b0a67ed4f0ab2a8d4801fb608c2": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": "hidden",
-            "width": null
-          }
-        },
-        "a7111164cac442dfb0e533cbff4f363b": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "a9d5ae2631f146ca8832ea365cafd44b": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "FloatProgressModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "FloatProgressModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "ProgressView",
-            "bar_style": "success",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_3f4e2f7663054c1988b8d4981a92da46",
-            "max": 29,
-            "min": 0,
-            "orientation": "horizontal",
-            "style": "IPY_MODEL_6d8dfb3e01f24d199925d5b84beff125",
-            "value": 29
-          }
-        },
-        "aab499acbe144705bc57ff18989f4b3e": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "acb193199ff3418e827d9776914e93fc": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "ae94488d8cd240ab8d1df56b22373d90": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_eee9df2eac924fd5a5cf1af74a64e42c",
-            "placeholder": "​",
-            "style": "IPY_MODEL_974c6bad10b94b6d9693a24902badc27",
-            "value": " 570/570 [00:00&lt;00:00, 43.6kB/s]"
-          }
-        },
-        "b057a27133da4f6a85c3b51956fe52db": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_1514af6070f445aa86530e424a6eafc3",
-            "placeholder": "​",
-            "style": "IPY_MODEL_25db2786cede4d31b118b1ca66afd7f0",
-            "value": " 213k/213k [00:00&lt;00:00, 6.94MB/s]"
-          }
-        },
-        "b28d4940b8d84bcd85dda20595bb78e8": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "b896fcccb74047dcab871b34e8bd2068": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "DescriptionStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "DescriptionStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "description_width": ""
-          }
-        },
-        "b89eceaa13fd4b47ac270f709d35485f": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "ProgressStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "ProgressStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "bar_color": null,
-            "description_width": ""
-          }
-        },
-        "c12c1669e7b04106ba949c3330fdb89b": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HBoxModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HBoxModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HBoxView",
-            "box_style": "",
-            "children": [
-              "IPY_MODEL_35d6487007594eadbd63ffc561cc3a26",
-              "IPY_MODEL_18944f718b8144db935c890cffde4fa5",
-              "IPY_MODEL_f8645f100ee643b6b47381678fda0e3b"
-            ],
-            "layout": "IPY_MODEL_0dda003be9bd4ac38fc1e1f38bd5caea"
-          }
-        },
-        "c4b438a528db4431b21efe0e720a3c32": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "c82ad873691f4d7e8059423a2a6be328": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "ca2f225fdf53485f95f878a6de8cc471": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HBoxModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HBoxModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HBoxView",
-            "box_style": "",
-            "children": [
-              "IPY_MODEL_d2367b8814824b108a250bc935770720",
-              "IPY_MODEL_68610ec59cdc4ffda0461f03ff17ae0f",
-              "IPY_MODEL_d6867cbeba504574b3fd0dd0622925eb"
-            ],
-            "layout": "IPY_MODEL_a3050b0a67ed4f0ab2a8d4801fb608c2"
-          }
-        },
-        "ca98152355644f90a9d44bdbacb5ff88": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "d1f94722f882476f86ccc5514ea1d0d2": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "ProgressStyleModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "ProgressStyleModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "StyleView",
-            "bar_color": null,
-            "description_width": ""
-          }
-        },
-        "d2367b8814824b108a250bc935770720": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_5529e7881782416f9f4030f9848eae5a",
-            "placeholder": "​",
-            "style": "IPY_MODEL_6659d18fc6c14f1ebd4fcd181e09ea9f",
-            "value": "Map: 100%"
-          }
-        },
-        "d6867cbeba504574b3fd0dd0622925eb": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_f50f691208214f92869aa286a32b4ffd",
-            "placeholder": "​",
-            "style": "IPY_MODEL_3c8058abf64d40d0ba7c61b415e6c694",
-            "value": " 34176/34234 [00:48&lt;00:00, 560.83 examples/s]"
-          }
-        },
-        "e701f34d18b3470490590fe33307a030": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_12f77f4404c34ce7849f9823dc852b7a",
-            "placeholder": "​",
-            "style": "IPY_MODEL_5c416b5821fb4ad491e6fcc47100e187",
-            "value": " 436M/436M [00:05&lt;00:00, 78.4MB/s]"
-          }
-        },
-        "e9d1e8cf5fb24ae5bf77fff494cb19be": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_888e8e9350ef4e4da1704f4f24f91313",
-            "placeholder": "​",
-            "style": "IPY_MODEL_696496958f524be682e8a535c3590d19",
-            "value": "Downloading (…)lve/main/config.json: 100%"
-          }
-        },
-        "eee9df2eac924fd5a5cf1af74a64e42c": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "f50f691208214f92869aa286a32b4ffd": {
-          "model_module": "@jupyter-widgets/base",
-          "model_module_version": "1.2.0",
-          "model_name": "LayoutModel",
-          "state": {
-            "_model_module": "@jupyter-widgets/base",
-            "_model_module_version": "1.2.0",
-            "_model_name": "LayoutModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/base",
-            "_view_module_version": "1.2.0",
-            "_view_name": "LayoutView",
-            "align_content": null,
-            "align_items": null,
-            "align_self": null,
-            "border": null,
-            "bottom": null,
-            "display": null,
-            "flex": null,
-            "flex_flow": null,
-            "grid_area": null,
-            "grid_auto_columns": null,
-            "grid_auto_flow": null,
-            "grid_auto_rows": null,
-            "grid_column": null,
-            "grid_gap": null,
-            "grid_row": null,
-            "grid_template_areas": null,
-            "grid_template_columns": null,
-            "grid_template_rows": null,
-            "height": null,
-            "justify_content": null,
-            "justify_items": null,
-            "left": null,
-            "margin": null,
-            "max_height": null,
-            "max_width": null,
-            "min_height": null,
-            "min_width": null,
-            "object_fit": null,
-            "object_position": null,
-            "order": null,
-            "overflow": null,
-            "overflow_x": null,
-            "overflow_y": null,
-            "padding": null,
-            "right": null,
-            "top": null,
-            "visibility": null,
-            "width": null
-          }
-        },
-        "f7f18b55aeb54406875646174240bcde": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_8f360e5e80dc493a91c4dbc5b89ea7ee",
-            "placeholder": "​",
-            "style": "IPY_MODEL_5c0b409becc04c9391032793874207d6",
-            "value": "Downloading (…)okenizer_config.json: 100%"
-          }
-        },
-        "f8645f100ee643b6b47381678fda0e3b": {
-          "model_module": "@jupyter-widgets/controls",
-          "model_module_version": "1.5.0",
-          "model_name": "HTMLModel",
-          "state": {
-            "_dom_classes": [],
-            "_model_module": "@jupyter-widgets/controls",
-            "_model_module_version": "1.5.0",
-            "_model_name": "HTMLModel",
-            "_view_count": null,
-            "_view_module": "@jupyter-widgets/controls",
-            "_view_module_version": "1.5.0",
-            "_view_name": "HTMLView",
-            "description": "",
-            "description_tooltip": null,
-            "layout": "IPY_MODEL_28937f1429984e2886507ce98944641a",
-            "placeholder": "​",
-            "style": "IPY_MODEL_3c2c5c93035e4b58b2726d48f10aea71",
-            "value": " 436k/436k [00:00&lt;00:00, 31.9MB/s]"
-          }
-        }
-      }
-    }
-  },
-  "nbformat": 4,
-  "nbformat_minor": 0
-}