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   "id": "71738276-e1d0-48e4-b1af-6645cbef6054",
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   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "import json\n",
    "import numpy as np\n",
    "import torch\n",
    "from torch import nn\n",
    "from torch import optim\n",
    "from torch.optim import lr_scheduler\n",
    "\n",
    "from model import generate_model\n",
    "from mean import get_mean, get_std\n",
    "from spatial_transforms import *\n",
    "from temporal_transforms import *\n",
    "from target_transforms import ClassLabel, VideoID\n",
    "from target_transforms import Compose as TargetCompose\n",
    "from dataset import get_training_set, get_validation_set, get_test_set\n",
    "from utils import *\n",
    "from train import train_epoch\n",
    "from validation import val_epoch\n",
    "import test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9e958ca7-b0db-4d5c-9af5-71047b6fecfe",
   "metadata": {},
   "outputs": [],
   "source": [
    "num_classes = 25\n",
    "sample_size = \n",
    "sample_duration = "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "09f2a511-c391-42bd-8b02-eb8338b80eb5",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = "
   ]
  },
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   "execution_count": null,
   "id": "5909edfa-9b55-4df3-9bfa-0459adf85bea",
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   "outputs": [],
   "source": []
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   "execution_count": null,
   "id": "93091f21-bd9a-46e2-b309-b28c9502b2fe",
   "metadata": {},
   "outputs": [],
   "source": []
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