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   "metadata": {
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    {
     "data": {
      "text/plain": [
       "'NVIDIA GeForce RTX 2070'"
      ]
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     "execution_count": 6,
     "metadata": {},
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    "torch.cuda.get_device_name(0)"
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    {
     "data": {
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       "'11.7'"
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    "t = torch.randn((2, 1, 3, 64))"
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   "execution_count": 11,
   "id": "fc221b4e",
   "metadata": {},
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       "torch.Size([2, 1, 3, 64])"
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  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "ab80d75e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch.nn.functional as F"
   ]
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   "execution_count": 21,
   "id": "bfe1fc90",
   "metadata": {},
   "outputs": [
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       "torch.Size([2, 1, 7, 128])"
      ]
     },
     "execution_count": 21,
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    "F.interpolate(t, scale_factor=[2.5, 2], mode=\"nearest\").shape"
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   "cell_type": "code",
   "execution_count": 18,
   "id": "f69fa1fc",
   "metadata": {},
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    "f = torch.nn.Conv2d(1, 1, 3, 1, padding=1)"
   ]
  },
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   "cell_type": "code",
   "execution_count": 20,
   "id": "cd6df204",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      ]
     },
     "execution_count": 20,
     "metadata": {},
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