fine_tuning_hresnet18.ipynb

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  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4",
      "authorship_tag": "ABX9TyOWHNZj5QxYwMnf1u5DPcHX",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/plugeit/Election-2022/blob/main/fine_tuning_hresnet18.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!wget -O part-000002.zip 'https://storage.googleapis.com/kaggle-data-sets/5862440/9608141/compressed/data.zip?X-Goog-Algorithm=GOOG4-RSA-SHA256&X-Goog-Credential=gcp-kaggle-com%40kaggle-161607.iam.gserviceaccount.com%2F20241013%2Fauto%2Fstorage%2Fgoog4_request&X-Goog-Date=20241013T043423Z&X-Goog-Expires=259200&X-Goog-SignedHeaders=host&X-Goog-Signature=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'"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "u3RJ0xUmPabH",
        "outputId": "6738c778-6183-4301-cbf2-d9fc3177cdf5"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "--2024-10-13 04:59:18--  https://storage.googleapis.com/kaggle-data-sets/5862440/9608141/compressed/data.zip?X-Goog-Algorithm=GOOG4-RSA-SHA256&X-Goog-Credential=gcp-kaggle-com%40kaggle-161607.iam.gserviceaccount.com%2F20241013%2Fauto%2Fstorage%2Fgoog4_request&X-Goog-Date=20241013T043423Z&X-Goog-Expires=259200&X-Goog-SignedHeaders=host&X-Goog-Signature=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\n",
            "Resolving storage.googleapis.com (storage.googleapis.com)... 142.250.99.207, 173.194.202.207, 173.194.203.207, ...\n",
            "Connecting to storage.googleapis.com (storage.googleapis.com)|142.250.99.207|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 1406954974 (1.3G) [application/zip]\n",
            "Saving to: ‘part-000002.zip’\n",
            "\n",
            "part-000002.zip     100%[===================>]   1.31G  72.8MB/s    in 22s     \n",
            "\n",
            "2024-10-13 04:59:40 (61.6 MB/s) - ‘part-000002.zip’ saved [1406954974/1406954974]\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!unzip part-000002.zip"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "615vwKudPl1z",
        "outputId": "a989dc50-a225-4e37-b863-1c5aa19fad02"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
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        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# New Section"
      ],
      "metadata": {
        "id": "U5nAKBiVLvIe"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import torch\n",
        "import torch.nn as nn\n",
        "import torch.optim as optim\n",
        "from torch.utils.data import DataLoader\n",
        "from torchvision.datasets import ImageFolder\n",
        "from torchvision import transforms, models, datasets\n",
        "import numpy as np\n",
        "#define transformations for the training and the training dataset\n",
        "_transform = transforms.Compose([transforms.Resize((244,244)),\n",
        "                               transforms.ToTensor(),\n",
        "                               transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])])\n",
        "\n",
        "#load the training and testing dataset\n",
        "train_dataset = ImageFolder(root=r\"train\", transform=_transform)\n",
        "val_dataset = ImageFolder(root=r\"val\", transform=_transform)\n",
        "test_dataset = ImageFolder(root=r\"test\", transform=_transform)\n",
        "\n",
        "#create dataloaders\n",
        "train_loader = DataLoader(train_dataset, batch_size=32, shuffle=True)\n",
        "test_loader = DataLoader(train_dataset, batch_size=32, shuffle=True)\n",
        "val_loader = DataLoader(train_dataset, batch_size=32, shuffle=True)\n",
        "\n",
        "model = models.resnet18(pretrained=True)\n",
        "for param in model.parameters():\n",
        "    param.requires_grad = False\n",
        "\n",
        "model.fc = nn.Linear(model.fc.in_features, 2)\n",
        "\n",
        "device = torch.device('cuda') if torch.cuda.is_available() else torch.device('cpu')\n",
        "print(f\"using device: {device}\")\n",
        "\n",
        "model.to(device)\n",
        "\n",
        "criterion = nn.CrossEntropyLoss()\n",
        "optimizer = optim.Adam(model.fc.parameters(), lr=0.001)\n",
        "\n",
        "train_losses=[]\n",
        "val_losses=[]\n",
        "train_accuracies=[]\n",
        "val_accuracies=[]\n",
        "\n",
        "#training loop\n",
        "num_epochs=10\n",
        "print(\"training starts\")\n",
        "for epoch in range(num_epochs):\n",
        "    print(str(epoch) + '\\n')\n",
        "    #training phase\n",
        "    running_loss=0.0\n",
        "    correct_train=0\n",
        "    total_train=0\n",
        "    for images, labels in train_loader:\n",
        "        print(images)\n",
        "        images, labels = images.to(device), labels.to(device)\n",
        "\n",
        "        optimizer.zero_grad()\n",
        "        outputs = model(images)\n",
        "        loss = criterion(outputs, labels)\n",
        "        loss.backward()\n",
        "        optimizer.step()\n",
        "\n",
        "        running_loss += loss.item()\n",
        "\n",
        "        _, predicted = torch.max(outputs.data, 1)\n",
        "        total_train += labels.size(0)\n",
        "        correct_train += (predicted == labels).sum().item()\n",
        "\n",
        "    train_loss = running_loss/len(train_loader)\n",
        "    train_accuracy = 100 * correct_train/total_train\n",
        "\n",
        "    # Validation phase\n",
        "    model.eval()\n",
        "    val_loss = 0.0\n",
        "    correct_val = 0\n",
        "    total_val = 0\n",
        "    with torch.no_grad():\n",
        "        for images, labels in val_loader:\n",
        "            images, labels = images.to(device), labels.to(device)\n",
        "            outputs = model (images)\n",
        "            loss = criterion(outputs, labels)\n",
        "            val_loss += loss.item()\n",
        "\n",
        "            _, predicted = torch.max(outputs.data, 1)\n",
        "            total_val += labels. size(0)\n",
        "            correct_val += (predicted == labels).sum().item()\n",
        "\n",
        "    val_loss = val_loss / len(val_loader)\n",
        "    val_accuracy = 100 * correct_val/total_val\n",
        "\n",
        "    # Store losses and accuracies\n",
        "    train_losses.append (train_loss)\n",
        "    val_losses.append(val_loss)\n",
        "    train_accuracies.append(train_accuracy)\n",
        "    val_accuracies.append(val_accuracy)\n",
        "\n",
        "    #Print epoch results\n",
        "    print(f'Epoch [{epoch+1}/{num_epochs}], Train Loss: {train_loss:.4f}, Val Loss: {val_loss: .4f}, Train Accuracy: {train_accuracy:.2f}%, Val Accuracy: {val_accuracy: .2f}%')\n",
        "\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Fm8WQmn2LlVB",
        "outputId": "794ebfdb-8106-4805-fa64-9b10b85a0965"
      },
      "execution_count": null,
      "outputs": [
        {
          "metadata": {
            "tags": null
          },
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet18_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet18_Weights.DEFAULT` to get the most up-to-date weights.\n",
            "  warnings.warn(msg)\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "\n",
            "         [[ 1.5707,  1.5532,  1.6232,  ...,  1.6758,  1.6057,  1.5707],\n",
            "          [ 1.6408,  1.6232,  1.6758,  ...,  1.6758,  1.6232,  1.6232],\n",
            "          [ 1.6057,  1.6408,  1.6057,  ...,  1.6758,  1.6758,  1.6758],\n",
            "          ...,\n",
            "          [ 1.2031,  1.1506,  1.1681,  ...,  1.3782,  1.3431,  1.4657],\n",
            "          [ 1.1331,  1.1856,  1.2381,  ...,  1.2381,  1.4307,  1.3431],\n",
            "          [ 1.1856,  1.3431,  1.2206,  ...,  1.4482,  1.5007,  1.5182]],\n",
            "\n",
            "         [[ 1.3328,  1.3154,  1.3851,  ...,  1.4200,  1.3677,  1.3328],\n",
            "          [ 1.4025,  1.3851,  1.4200,  ...,  1.4200,  1.3851,  1.3851],\n",
            "          [ 1.3677,  1.4025,  1.3677,  ...,  1.4025,  1.4025,  1.4025],\n",
            "          ...,\n",
            "          [ 0.6879,  0.6531,  0.6356,  ...,  0.7228,  0.6705,  0.7925],\n",
            "          [ 0.6531,  0.6705,  0.6531,  ...,  0.6182,  0.7576,  0.6705],\n",
            "          [ 0.6705,  0.8099,  0.6531,  ...,  0.8099,  0.7751,  0.7925]]]])\n",
            "tensor([[[[ 0.5364,  0.5022,  0.4679,  ...,  0.4508,  0.4508,  0.4337],\n",
            "          [ 0.4679,  0.5022,  0.4679,  ...,  0.4851,  0.4679,  0.4508],\n",
            "          [ 0.5022,  0.4851,  0.4679,  ...,  0.4337,  0.4508,  0.4166],\n",
            "          ...,\n",
            "          [-1.1075, -1.0390, -0.9877,  ...,  0.8447,  0.7762,  0.7762],\n",
            "          [-1.2445, -1.1760, -1.2103,  ...,  0.8104,  0.7762,  0.7591],\n",
            "          [-1.2788, -1.2274, -1.3130,  ...,  0.8276,  0.8104,  0.7933]],\n",
            "\n",
            "         [[ 0.6078,  0.6254,  0.6429,  ...,  0.5378,  0.5553,  0.5203],\n",
            "          [ 0.6078,  0.6254,  0.5728,  ...,  0.5903,  0.5728,  0.5553],\n",
            "          [ 0.6254,  0.6254,  0.6078,  ...,  0.5728,  0.5553,  0.5203],\n",
            "          ...,\n",
            "          [-1.6331, -1.5805, -1.5455,  ..., -0.7402, -0.7227, -0.6877],\n",
            "          [-1.7031, -1.6856, -1.6856,  ..., -0.7052, -0.7402, -0.7402],\n",
            "          [-1.7031, -1.7381, -1.7206,  ..., -0.6877, -0.7052, -0.7227]],\n",
            "\n",
            "         [[ 0.8448,  0.8797,  0.8971,  ...,  0.8099,  0.8448,  0.8622],\n",
            "          [ 0.8622,  0.8797,  0.8448,  ...,  0.8622,  0.8448,  0.8448],\n",
            "          [ 0.8971,  0.8797,  0.8448,  ...,  0.8448,  0.8274,  0.7751],\n",
            "          ...,\n",
            "          [-1.4036, -1.3513, -1.3339,  ..., -0.4450, -0.4450, -0.4798],\n",
            "          [-1.4384, -1.4210, -1.4384,  ..., -0.3927, -0.4450, -0.4624],\n",
            "          [-1.4384, -1.4559, -1.4907,  ..., -0.3578, -0.4101, -0.4275]]],\n",
            "\n",
            "\n",
            "        [[[ 1.3755,  1.3584,  1.3070,  ...,  1.2043,  1.2214,  1.2385],\n",
            "          [ 1.3755,  1.3584,  1.3070,  ...,  1.1872,  1.2214,  1.2385],\n",
            "          [ 1.4269,  1.3927,  1.3070,  ...,  1.1700,  1.2043,  1.2557],\n",
            "          ...,\n",
            "          [-0.8849, -0.8678, -0.8164,  ..., -1.9809, -1.9980, -1.9980],\n",
            "          [-0.9363, -0.8164, -0.8507,  ..., -1.9809, -1.9980, -1.9980],\n",
            "          [-0.9877, -0.8507, -0.9020,  ..., -1.9980, -1.9980, -1.9809]],\n",
            "\n",
            "         [[ 1.4132,  1.3957,  1.3431,  ...,  1.2381,  1.2556,  1.2731],\n",
            "          [ 1.4132,  1.3957,  1.3431,  ...,  1.2206,  1.2556,  1.2731],\n",
            "          [ 1.4657,  1.4307,  1.3431,  ...,  1.2031,  1.2381,  1.2906],\n",
            "          ...,\n",
            "          [-1.1078, -1.0903, -1.0378,  ..., -2.0007, -2.0182, -2.0182],\n",
            "          [-1.1604, -1.0378, -1.0728,  ..., -2.0007, -2.0182, -2.0182],\n",
            "          [-1.2129, -1.0728, -1.1253,  ..., -2.0182, -2.0182, -2.0007]],\n",
            "\n",
            "         [[ 1.4897,  1.4722,  1.4200,  ...,  1.3154,  1.3328,  1.3502],\n",
            "          [ 1.4897,  1.4722,  1.4200,  ...,  1.2980,  1.3328,  1.3502],\n",
            "          [ 1.5420,  1.5071,  1.4200,  ...,  1.2805,  1.3154,  1.3677],\n",
            "          ...,\n",
            "          [-0.9504, -0.9330, -0.9156,  ..., -1.7696, -1.7870, -1.7870],\n",
            "          [-1.0027, -0.8807, -0.9504,  ..., -1.7696, -1.7870, -1.7870],\n",
            "          [-1.0550, -0.9156, -1.0027,  ..., -1.7870, -1.7870, -1.7696]]],\n",
            "\n",
            "\n",
            "        [[[-1.2445, -1.2103, -1.3130,  ..., -1.0904, -1.0048, -0.9192],\n",
            "          [-1.2445, -1.2788, -1.3130,  ..., -1.0562, -1.0048, -0.9877],\n",
            "          [-1.3302, -1.3302, -1.4158,  ..., -1.1075, -1.0904, -1.0904],\n",
            "          ...,\n",
            "          [ 0.1768,  0.2453,  0.2624,  ...,  0.0056, -0.0801,  0.0056],\n",
            "          [ 0.0569,  0.1597,  0.2453,  ...,  0.0912, -0.1314,  0.0741],\n",
            "          [ 0.0398,  0.0741,  0.0912,  ...,  0.1083,  0.0227,  0.0912]],\n",
            "\n",
            "         [[-0.8627, -0.8978, -0.9678,  ..., -0.7227, -0.6527, -0.5301],\n",
            "          [-0.9153, -0.9503, -0.9853,  ..., -0.7402, -0.7052, -0.6527],\n",
            "          [-1.0203, -1.0203, -1.0728,  ..., -0.7402, -0.7402, -0.7227],\n",
            "          ...,\n",
            "          [ 0.5728,  0.6429,  0.5728,  ...,  0.2752,  0.1702,  0.3102],\n",
            "          [ 0.4503,  0.5553,  0.6254,  ...,  0.4503,  0.2052,  0.3978],\n",
            "          [ 0.4503,  0.4678,  0.4678,  ...,  0.4678,  0.3627,  0.4328]],\n",
            "\n",
            "         [[-1.0201, -1.0376, -1.1596,  ..., -0.9330, -0.8284, -0.6367],\n",
            "          [-1.0376, -1.0550, -1.1421,  ..., -0.9330, -0.8807, -0.8110],\n",
            "          [-1.0898, -1.0898, -1.1770,  ..., -0.9504, -0.9504, -0.9330],\n",
            "          ...,\n",
            "          [ 0.2348,  0.2348,  0.2696,  ...,  0.0605, -0.1835, -0.0964],\n",
            "          [-0.0615,  0.0779,  0.2173,  ...,  0.1825, -0.2184, -0.0092],\n",
            "          [-0.0964, -0.0267,  0.0431,  ...,  0.1999, -0.0441,  0.0256]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-1.8268, -1.8953, -1.7412,  ..., -1.8610, -1.7754, -1.6213],\n",
            "          [-1.8097, -1.9295, -1.6727,  ..., -1.8610, -1.7925, -1.5185],\n",
            "          [-1.6384, -1.7925, -1.8439,  ..., -1.8610, -1.8097, -1.4158],\n",
            "          ...,\n",
            "          [-1.0048, -1.1418, -1.3473,  ...,  1.4612,  1.5125,  1.4954],\n",
            "          [-1.1932, -1.3130, -1.1932,  ...,  1.6667,  1.6667,  1.5468],\n",
            "          [-1.1075, -1.2959, -1.0562,  ...,  1.7180,  1.5982,  1.4954]],\n",
            "\n",
            "         [[-1.4755, -1.7031, -1.4055,  ..., -1.6155, -1.6331, -1.5630],\n",
            "          [-1.3354, -1.6681, -1.2479,  ..., -1.5980, -1.6506, -1.4755],\n",
            "          [-1.1604, -1.4230, -1.4930,  ..., -1.5280, -1.6856, -1.3880],\n",
            "          ...,\n",
            "          [-0.8978, -0.9678, -1.0728,  ...,  1.2906,  1.3081,  1.3081],\n",
            "          [-1.0903, -1.0903, -0.8627,  ...,  1.5007,  1.5007,  1.3782],\n",
            "          [-0.9853, -1.0903, -0.6527,  ...,  1.5532,  1.5182,  1.3431]],\n",
            "\n",
            "         [[-1.5430, -1.5604, -1.3687,  ..., -1.5779, -1.5430, -1.3513],\n",
            "          [-1.4907, -1.5604, -1.1073,  ..., -1.4907, -1.5081, -1.3339],\n",
            "          [-1.1596, -1.3339, -1.3687,  ..., -1.5604, -1.5604, -1.2641],\n",
            "          ...,\n",
            "          [-0.7587, -0.8807, -1.0550,  ...,  1.2457,  1.2631,  1.2631],\n",
            "          [-1.0027, -1.0550, -0.9853,  ...,  1.4548,  1.4548,  1.3502],\n",
            "          [-0.9853, -1.0376, -0.9156,  ...,  1.5245,  1.4897,  1.3154]]],\n",
            "\n",
            "\n",
            "        [[[ 1.7009,  1.7009,  1.7009,  ...,  1.2043,  1.2043,  1.2043],\n",
            "          [ 1.6495,  1.6495,  1.6495,  ...,  1.2214,  1.2214,  1.2214],\n",
            "          [ 1.5982,  1.5810,  1.5810,  ...,  1.2043,  1.1872,  1.1872],\n",
            "          ...,\n",
            "          [-1.0390, -1.0219, -1.0219,  ..., -1.2959, -1.3130, -1.3130],\n",
            "          [-1.0390, -1.0562, -1.0562,  ..., -1.3302, -1.3302, -1.3473],\n",
            "          [-1.0562, -1.0733, -1.0733,  ..., -1.3473, -1.3473, -1.3473]],\n",
            "\n",
            "         [[ 1.2031,  1.2031,  1.1856,  ...,  1.1155,  1.1155,  1.1155],\n",
            "          [ 1.1506,  1.1331,  1.1331,  ...,  1.0980,  1.0980,  1.0980],\n",
            "          [ 1.0455,  1.0280,  1.0280,  ...,  1.0630,  1.0630,  1.0630],\n",
            "          ...,\n",
            "          [-0.6001, -0.5826, -0.5826,  ..., -0.7052, -0.7052, -0.7227],\n",
            "          [-0.6001, -0.6176, -0.6176,  ..., -0.7402, -0.7402, -0.7577],\n",
            "          [-0.6176, -0.6352, -0.6352,  ..., -0.7577, -0.7577, -0.7577]],\n",
            "\n",
            "         [[ 0.7925,  0.7751,  0.7751,  ...,  1.1062,  1.1062,  1.1062],\n",
            "          [ 0.7054,  0.7054,  0.6705,  ...,  1.0888,  1.0888,  1.0888],\n",
            "          [ 0.5485,  0.5136,  0.4962,  ...,  1.0714,  1.0539,  1.0539],\n",
            "          ...,\n",
            "          [-0.2532, -0.2358, -0.2358,  ..., -0.3230, -0.3404, -0.3404],\n",
            "          [-0.2532, -0.2707, -0.2707,  ..., -0.3404, -0.3404, -0.3404],\n",
            "          [-0.2707, -0.2881, -0.2881,  ..., -0.3404, -0.3404, -0.3404]]],\n",
            "\n",
            "\n",
            "        [[[-0.1486, -0.1143, -0.1143,  ...,  2.2489,  2.2489,  2.2489],\n",
            "          [-0.1143, -0.0972, -0.0972,  ...,  2.2489,  2.2489,  2.2489],\n",
            "          [-0.0972, -0.0801, -0.0801,  ...,  2.2489,  2.2489,  2.2489],\n",
            "          ...,\n",
            "          [-1.9980, -1.9809, -1.9638,  ...,  1.0673,  1.1015,  0.2967],\n",
            "          [-1.9980, -1.9980, -1.9809,  ...,  0.8276,  0.4679, -0.1143],\n",
            "          [-1.9980, -1.9980, -1.9809,  ...,  0.7077,  0.1083, -0.6794]],\n",
            "\n",
            "         [[-0.0049,  0.0301,  0.0301,  ...,  2.4286,  2.4286,  2.4286],\n",
            "          [ 0.0301,  0.0476,  0.0476,  ...,  2.4286,  2.4286,  2.4286],\n",
            "          [ 0.0476,  0.0651,  0.0651,  ...,  2.4286,  2.4286,  2.4286],\n",
            "          ...,\n",
            "          [-1.9132, -1.8957, -1.8782,  ...,  1.1331,  1.0630,  0.2402],\n",
            "          [-1.9132, -1.9132, -1.8957,  ...,  0.8529,  0.3978, -0.0924],\n",
            "          [-1.9132, -1.9132, -1.8957,  ...,  0.7479, -0.0049, -0.6527]],\n",
            "\n",
            "         [[ 0.1128,  0.1128,  0.1128,  ...,  2.6400,  2.6400,  2.6400],\n",
            "          [ 0.1476,  0.1651,  0.1651,  ...,  2.6400,  2.6400,  2.6400],\n",
            "          [ 0.1651,  0.2173,  0.2173,  ...,  2.6400,  2.6400,  2.6400],\n",
            "          ...,\n",
            "          [-1.6824, -1.6650, -1.6476,  ...,  1.4025,  1.3677,  0.5659],\n",
            "          [-1.6824, -1.6824, -1.6650,  ...,  1.0888,  0.7054,  0.2173],\n",
            "          [-1.6824, -1.6824, -1.6650,  ...,  0.9494,  0.2348, -0.4450]]]])\n",
            "tensor([[[[ 1.3584,  1.2899,  1.1700,  ..., -1.7754, -1.7925, -1.7583],\n",
            "          [ 1.8208,  1.7865,  1.6667,  ..., -1.7925, -1.7754, -1.7754],\n",
            "          [ 2.0777,  2.0263,  1.9407,  ..., -1.7754, -1.7925, -1.7925],\n",
            "          ...,\n",
            "          [-0.0972, -0.0116, -0.0972,  ..., -0.1314, -0.1314, -0.1486],\n",
            "          [ 0.0056, -0.0629, -0.0287,  ..., -0.1143, -0.1999, -0.2856],\n",
            "          [-0.3027, -0.2684, -0.1828,  ..., -0.1486, -0.1486, -0.3027]],\n",
            "\n",
            "         [[ 1.9034,  1.8508,  1.7633,  ..., -1.1954, -1.1954, -1.1253],\n",
            "          [ 2.1134,  2.0959,  2.0259,  ..., -1.1954, -1.1604, -1.1429],\n",
            "          [ 2.2010,  2.1485,  2.1134,  ..., -1.1604, -1.1604, -1.1429],\n",
            "          ...,\n",
            "          [-1.1429, -1.0553, -1.1604,  ..., -1.0203, -1.0203, -1.0378],\n",
            "          [-0.8627, -0.9328, -0.8978,  ..., -0.8978, -0.9678, -1.0728],\n",
            "          [-0.9678, -0.9328, -0.8277,  ..., -0.6527, -0.6527, -0.8102]],\n",
            "\n",
            "         [[ 1.9951,  1.9603,  1.9428,  ...,  2.1694,  2.0997,  2.0823],\n",
            "          [ 2.1171,  2.0648,  1.9603,  ...,  2.1868,  2.1520,  2.0648],\n",
            "          [ 2.0648,  2.0125,  1.9428,  ...,  2.2391,  2.1868,  2.1171],\n",
            "          ...,\n",
            "          [-0.8284, -0.7413, -0.8284,  ..., -0.6715, -0.6715, -0.6890],\n",
            "          [-0.5321, -0.5844, -0.5147,  ..., -0.4973, -0.5670, -0.6715],\n",
            "          [-0.6541, -0.5844, -0.4624,  ..., -0.2010, -0.1835, -0.3230]]],\n",
            "\n",
            "\n",
            "        [[[-1.7754, -1.7583, -1.7583,  ..., -1.5014, -1.4843, -1.4843],\n",
            "          [-1.7583, -1.7583, -1.7583,  ..., -1.5014, -1.5014, -1.4843],\n",
            "          [-1.7583, -1.7583, -1.7412,  ..., -1.5185, -1.5014, -1.5014],\n",
            "          ...,\n",
            "          [-0.6965, -0.5596, -0.4054,  ...,  0.7762,  0.7762,  0.7762],\n",
            "          [-0.7308, -0.6109, -0.4568,  ...,  0.8961,  0.8961,  0.8961],\n",
            "          [-0.7650, -0.6281, -0.5082,  ...,  0.9817,  1.0159,  1.0159]],\n",
            "\n",
            "         [[-1.5280, -1.5105, -1.5105,  ..., -0.3375, -0.3375, -0.3550],\n",
            "          [-1.5280, -1.5280, -1.5280,  ..., -0.3375, -0.3375, -0.3375],\n",
            "          [-1.5280, -1.5280, -1.5105,  ..., -0.3200, -0.3375, -0.3375],\n",
            "          ...,\n",
            "          [-1.0378, -0.9153, -0.7927,  ...,  1.8859,  1.8508,  1.8333],\n",
            "          [-1.1078, -0.9678, -0.8627,  ...,  1.9734,  1.9384,  1.9209],\n",
            "          [-1.1429, -1.0028, -0.8978,  ...,  2.0259,  2.0084,  2.0084]],\n",
            "\n",
            "         [[-1.3164, -1.2990, -1.2990,  ...,  0.1999,  0.1999,  0.1825],\n",
            "          [-1.2816, -1.2641, -1.2641,  ...,  0.2173,  0.1999,  0.1999],\n",
            "          [-1.2641, -1.2641, -1.2467,  ...,  0.2173,  0.2173,  0.1999],\n",
            "          ...,\n",
            "          [-1.1073, -0.9853, -0.8807,  ...,  2.4657,  2.4831,  2.4831],\n",
            "          [-1.1421, -1.0376, -0.9504,  ...,  2.5354,  2.4831,  2.4483],\n",
            "          [-1.1596, -1.0724, -0.9853,  ...,  2.5877,  2.5180,  2.4657]]],\n",
            "\n",
            "\n",
            "        [[[-2.0837, -1.8610, -1.3644,  ..., -2.1008, -2.1008, -2.1008],\n",
            "          [-2.0494, -2.0665, -2.0837,  ..., -2.1008, -2.0837, -2.0837],\n",
            "          [-2.0323, -2.0494, -1.9809,  ..., -2.0837, -2.0837, -2.0837],\n",
            "          ...,\n",
            "          [-2.0152, -2.0323, -2.0494,  ..., -2.0665, -2.0494, -2.0665],\n",
            "          [-2.0152, -2.0494, -2.0323,  ..., -2.0152, -1.9980, -2.0152],\n",
            "          [-2.0665, -1.9980, -2.0152,  ..., -2.0323, -2.0152, -1.9980]],\n",
            "\n",
            "         [[-1.9832, -1.7206, -1.2129,  ..., -2.0182, -2.0182, -2.0007],\n",
            "          [-2.0182, -2.0007, -2.0007,  ..., -2.0182, -2.0182, -2.0007],\n",
            "          [-2.0182, -2.0007, -1.8957,  ..., -2.0182, -2.0357, -2.0182],\n",
            "          ...,\n",
            "          [-1.6506, -1.6331, -1.6331,  ..., -1.7731, -1.7556, -1.7906],\n",
            "          [-1.7381, -1.7556, -1.7031,  ..., -1.7381, -1.7031, -1.7381],\n",
            "          [-1.7206, -1.6331, -1.6506,  ..., -1.7381, -1.7206, -1.6681]],\n",
            "\n",
            "         [[-0.3404,  0.0431,  0.6008,  ..., -0.4798, -0.5670, -0.6193],\n",
            "          [-0.3055, -0.1661, -0.1138,  ..., -0.4624, -0.4973, -0.5147],\n",
            "          [-0.2358, -0.0790,  0.0605,  ..., -0.3578, -0.3578, -0.3753],\n",
            "          ...,\n",
            "          [-1.6999, -1.6999, -1.7173,  ..., -1.7173, -1.7347, -1.7522],\n",
            "          [-1.7522, -1.7696, -1.7522,  ..., -1.6824, -1.6824, -1.6999],\n",
            "          [-1.7173, -1.6476, -1.6824,  ..., -1.7173, -1.6999, -1.6824]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 1.3242,  1.3413,  1.3070,  ...,  1.8208,  1.8208,  1.8208],\n",
            "          [ 1.3242,  1.3242,  1.3070,  ...,  1.8037,  1.8208,  1.8208],\n",
            "          [ 1.3413,  1.3413,  1.3242,  ...,  1.8208,  1.8379,  1.8379],\n",
            "          ...,\n",
            "          [-1.3473, -0.2171,  0.3481,  ...,  1.1187,  1.0331,  0.9132],\n",
            "          [-1.2788, -0.2342,  0.3138,  ...,  1.1358,  1.0673,  0.8961],\n",
            "          [-1.3473, -0.2856,  0.3309,  ...,  1.1358,  1.0673,  0.9817]],\n",
            "\n",
            "         [[ 1.3782,  1.3782,  1.3606,  ...,  1.8683,  1.8683,  1.8683],\n",
            "          [ 1.3782,  1.3782,  1.3606,  ...,  1.8508,  1.8683,  1.8683],\n",
            "          [ 1.3782,  1.3782,  1.3782,  ...,  1.8683,  1.8859,  1.8859],\n",
            "          ...,\n",
            "          [-1.3004, -0.5826, -0.1975,  ...,  0.5028,  0.4503,  0.4328],\n",
            "          [-1.2829, -0.6176, -0.2150,  ...,  0.5028,  0.4678,  0.4328],\n",
            "          [-1.3004, -0.6527, -0.2150,  ...,  0.5203,  0.4853,  0.4328]],\n",
            "\n",
            "         [[ 1.0714,  1.0365,  1.0191,  ...,  1.7685,  1.7685,  1.7685],\n",
            "          [ 1.0365,  0.9842,  0.9842,  ...,  1.7511,  1.7685,  1.7860],\n",
            "          [ 1.0888,  1.0539,  1.0191,  ...,  1.7511,  1.7685,  1.7860],\n",
            "          ...,\n",
            "          [-1.2467, -0.7761, -0.3578,  ..., -0.7761, -0.7587, -0.7587],\n",
            "          [-1.2293, -0.8284, -0.4275,  ..., -0.6715, -0.6715, -0.8284],\n",
            "          [-1.2467, -0.8981, -0.4450,  ..., -0.6541, -0.6367, -0.7936]]],\n",
            "\n",
            "\n",
            "        [[[-0.4226, -0.4397, -0.4397,  ...,  0.4679, -0.0972, -0.2856],\n",
            "          [-0.4397, -0.4397, -0.4226,  ..., -0.1314, -0.1657, -0.1143],\n",
            "          [-0.4226, -0.4397, -0.4054,  ..., -0.1314, -0.0629, -0.0972],\n",
            "          ...,\n",
            "          [ 0.8447,  0.6734,  0.4679,  ..., -0.5253, -0.5424, -0.7308],\n",
            "          [ 0.8276,  0.7248,  0.5878,  ..., -0.7308, -0.4397, -0.5424],\n",
            "          [ 0.6049,  0.7077,  0.5364,  ..., -0.6794, -0.4054, -0.4397]],\n",
            "\n",
            "         [[-0.2500, -0.2675, -0.2675,  ...,  0.0126, -0.4076, -0.4426],\n",
            "          [-0.2675, -0.2675, -0.2500,  ..., -0.5651, -0.5476, -0.3901],\n",
            "          [-0.2500, -0.2675, -0.2325,  ..., -0.4951, -0.4076, -0.4776],\n",
            "          ...,\n",
            "          [ 0.6429,  0.4853,  0.2927,  ..., -0.2850, -0.2850, -0.4601],\n",
            "          [ 0.5553,  0.4853,  0.3978,  ..., -0.4776, -0.1625, -0.2675],\n",
            "          [ 0.2927,  0.4328,  0.3277,  ..., -0.3725, -0.1275, -0.1625]],\n",
            "\n",
            "         [[ 0.5834,  0.5659,  0.5659,  ...,  0.7751,  0.3916,  0.5136],\n",
            "          [ 0.5659,  0.5659,  0.5834,  ...,  0.1999,  0.2522,  0.5311],\n",
            "          [ 0.5834,  0.5659,  0.6008,  ...,  0.2696,  0.3219,  0.3219],\n",
            "          ...,\n",
            "          [ 0.8274,  0.7402,  0.6182,  ...,  0.6879,  0.6531,  0.4614],\n",
            "          [ 0.8274,  0.8274,  0.7576,  ...,  0.5311,  0.7576,  0.6008],\n",
            "          [ 0.6879,  0.8274,  0.6879,  ...,  0.6356,  0.7751,  0.6879]]],\n",
            "\n",
            "\n",
            "        [[[-1.5699, -1.4158, -1.3130,  ..., -0.5938, -0.7650, -1.1247],\n",
            "          [-1.1418, -0.7822, -0.8164,  ..., -0.0972, -0.1486, -0.8849],\n",
            "          [-1.1247, -0.6452, -0.8335,  ..., -0.1486, -0.1828, -0.9363],\n",
            "          ...,\n",
            "          [-1.5699, -1.3987, -1.3815,  ..., -1.2274, -1.2103, -1.4500],\n",
            "          [-1.6555, -1.4672, -1.4329,  ..., -1.1760, -1.1760, -1.4329],\n",
            "          [-1.5528, -1.4843, -1.4500,  ..., -1.6042, -1.5699, -1.6727]],\n",
            "\n",
            "         [[-1.6155, -1.4755, -1.3529,  ..., -0.7752, -0.9153, -1.3004],\n",
            "          [-1.1954, -0.8102, -0.8277,  ..., -0.2150, -0.2500, -1.0203],\n",
            "          [-1.1954, -0.6877, -0.8803,  ..., -0.2325, -0.2500, -1.0203],\n",
            "          ...,\n",
            "          [-1.5805, -1.4580, -1.4580,  ..., -1.3004, -1.2829, -1.5105],\n",
            "          [-1.6681, -1.5105, -1.5105,  ..., -1.2304, -1.2129, -1.4930],\n",
            "          [-1.5630, -1.5280, -1.5280,  ..., -1.6155, -1.5805, -1.6856]],\n",
            "\n",
            "         [[-1.4733, -1.3687, -1.2641,  ..., -0.8633, -0.8807, -1.1770],\n",
            "          [-1.1421, -0.8284, -0.8633,  ..., -0.4973, -0.4275, -1.0550],\n",
            "          [-1.2119, -0.7761, -1.0027,  ..., -0.6541, -0.5321, -1.0898],\n",
            "          ...,\n",
            "          [-1.4384, -1.3164, -1.3339,  ..., -1.2293, -1.1421, -1.3164],\n",
            "          [-1.5081, -1.3861, -1.3861,  ..., -1.1247, -1.0550, -1.2641],\n",
            "          [-1.4036, -1.4036, -1.4036,  ..., -1.4559, -1.3687, -1.4210]]]])\n",
            "tensor([[[[-1.0562, -0.8678, -0.7650,  ..., -1.9295, -1.9124, -1.8782],\n",
            "          [-1.0219, -0.9020, -0.8164,  ..., -1.9467, -1.9295, -1.9124],\n",
            "          [-1.0733, -1.0390, -1.0219,  ..., -1.9467, -1.9467, -1.9295],\n",
            "          ...,\n",
            "          [ 1.6153,  1.7009,  1.6838,  ...,  1.5297,  1.7009,  1.8208],\n",
            "          [ 1.5810,  1.6495,  1.6495,  ...,  1.6495,  1.6667,  1.7352],\n",
            "          [ 1.6495,  1.6324,  1.5810,  ...,  1.7694,  1.7009,  1.6667]],\n",
            "\n",
            "         [[-0.8978, -0.8277, -0.8102,  ..., -1.4055, -1.4055, -1.3880],\n",
            "          [-0.7927, -0.7927, -0.7927,  ..., -1.4230, -1.4230, -1.4230],\n",
            "          [-0.8102, -0.8452, -0.8803,  ..., -1.3880, -1.4405, -1.4405],\n",
            "          ...,\n",
            "          [ 1.9734,  2.0784,  2.0609,  ...,  1.8683,  2.0259,  2.1485],\n",
            "          [ 1.9559,  2.0259,  2.0259,  ...,  2.0084,  2.0084,  2.0784],\n",
            "          [ 2.0434,  2.0259,  1.9559,  ...,  2.1485,  2.0609,  2.0259]],\n",
            "\n",
            "         [[-0.5147, -0.4624, -0.4450,  ..., -0.9330, -0.9678, -0.9504],\n",
            "          [-0.4275, -0.4450, -0.4101,  ..., -0.9504, -0.9853, -0.9678],\n",
            "          [-0.4101, -0.4450, -0.4624,  ..., -0.9504, -0.9853, -0.9678],\n",
            "          ...,\n",
            "          [ 1.4548,  1.5245,  1.4374,  ...,  1.4897,  1.6814,  1.8208],\n",
            "          [ 1.3328,  1.4025,  1.3851,  ...,  1.4897,  1.5768,  1.6988],\n",
            "          [ 1.3328,  1.3154,  1.2805,  ...,  1.4897,  1.4897,  1.5071]]],\n",
            "\n",
            "\n",
            "        [[[ 0.5022,  0.7077,  0.7591,  ...,  0.3481,  0.3309,  0.3309],\n",
            "          [ 0.8618,  1.0844,  0.9474,  ...,  0.3652,  0.3481,  0.3481],\n",
            "          [ 0.8961,  0.8104,  0.3138,  ...,  0.3652,  0.3481,  0.3481],\n",
            "          ...,\n",
            "          [-1.8097, -1.7754, -1.6213,  ...,  0.2282,  0.1939, -0.1999],\n",
            "          [-1.7754, -1.8097, -1.5699,  ..., -0.0801,  0.7591, -0.1486],\n",
            "          [-1.7583, -1.7925, -1.6898,  ..., -0.4397, -0.6452, -0.8507]],\n",
            "\n",
            "         [[ 0.3627,  0.4853,  0.5378,  ..., -0.6001, -0.6352, -0.6176],\n",
            "          [ 0.6779,  0.9055,  0.6604,  ..., -0.5826, -0.6352, -0.6176],\n",
            "          [ 0.6429,  0.5203,  0.0301,  ..., -0.6001, -0.6527, -0.6176],\n",
            "          ...,\n",
            "          [-1.7206, -1.6856, -1.5455,  ..., -0.1625, -0.1975, -0.7577],\n",
            "          [-1.7206, -1.7206, -1.5280,  ..., -0.2150,  0.6604, -0.2500],\n",
            "          [-1.7031, -1.7206, -1.6506,  ..., -0.4776, -0.6877, -0.8627]],\n",
            "\n",
            "         [[ 0.1825,  0.3568,  0.5485,  ..., -0.8807, -0.9330, -0.9330],\n",
            "          [ 0.4614,  0.7054,  0.6705,  ..., -0.8633, -0.9156, -0.9156],\n",
            "          [ 0.4265,  0.5136, -0.1487,  ..., -0.8807, -0.9156, -0.9156],\n",
            "          ...,\n",
            "          [-1.4907, -1.4384, -1.2990,  ..., -0.1835, -0.2881, -0.8807],\n",
            "          [-1.4733, -1.4907, -1.3164,  ..., -0.1138,  0.7576, -0.2010],\n",
            "          [-1.4907, -1.4733, -1.4384,  ..., -0.3055, -0.5147, -0.7238]]],\n",
            "\n",
            "\n",
            "        [[[ 0.8618,  0.8447,  0.9132,  ...,  1.0502,  0.6906,  0.2624],\n",
            "          [ 0.8276,  0.8618,  1.0502,  ...,  1.0331,  0.8618,  0.7248],\n",
            "          [ 0.5878,  0.5364,  0.4679,  ...,  0.8618,  1.2728,  1.3755],\n",
            "          ...,\n",
            "          [-0.2171, -0.0629,  0.2796,  ...,  2.0434,  2.0605,  2.0777],\n",
            "          [ 0.5193,  0.5022,  0.3652,  ...,  2.0092,  2.0263,  2.0092],\n",
            "          [ 0.4166,  0.3652,  0.9132,  ...,  2.0263,  2.0092,  2.0092]],\n",
            "\n",
            "         [[ 0.6429,  0.6954,  0.7304,  ...,  1.3431,  1.0105,  0.5028],\n",
            "          [ 1.0280,  0.9930,  1.0105,  ...,  1.4832,  1.0805,  0.7304],\n",
            "          [ 0.5378,  0.6078,  0.6254,  ...,  1.7633,  1.8333,  1.9034],\n",
            "          ...,\n",
            "          [-0.1099,  0.2227,  0.6779,  ...,  2.1835,  2.1660,  2.2360],\n",
            "          [ 0.9230,  0.8354,  0.5028,  ...,  2.0784,  2.1485,  2.1310],\n",
            "          [ 0.6078,  0.5028,  1.0280,  ...,  2.0784,  2.1310,  2.1660]],\n",
            "\n",
            "         [[ 0.9145,  0.9319,  0.9494,  ...,  1.4897,  0.8099,  0.5834],\n",
            "          [ 1.1934,  1.1411,  1.1585,  ...,  1.9254,  1.5594,  1.3677],\n",
            "          [ 0.7228,  0.7576,  0.7925,  ...,  2.1520,  2.4308,  2.5006],\n",
            "          ...,\n",
            "          [ 0.1999,  0.6182,  1.1585,  ...,  2.3611,  2.3263,  2.3611],\n",
            "          [ 1.3154,  1.1759,  0.6531,  ...,  2.2566,  2.3088,  2.2914],\n",
            "          [ 0.8971,  0.6531,  1.0017,  ...,  2.2391,  2.3088,  2.3088]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-1.8439, -1.8610, -1.8610,  ..., -1.3130, -1.4329, -1.4329],\n",
            "          [-1.8610, -1.8610, -1.8610,  ..., -1.3130, -1.3987, -1.3130],\n",
            "          [-1.8610, -1.8439, -1.8439,  ..., -1.2788, -1.2103, -0.9020],\n",
            "          ...,\n",
            "          [-0.1314, -0.0629,  0.0569,  ...,  2.1804,  2.1804,  2.1462],\n",
            "          [-0.1486, -0.0629,  0.0398,  ...,  2.1975,  2.1462,  2.1119],\n",
            "          [-0.1999, -0.0972, -0.0116,  ...,  2.1804,  2.1290,  2.0948]],\n",
            "\n",
            "         [[-2.0357, -2.0182, -2.0182,  ..., -1.7906, -1.8256, -1.7731],\n",
            "          [-2.0182, -2.0182, -2.0182,  ..., -1.7556, -1.7906, -1.7031],\n",
            "          [-2.0182, -2.0007, -2.0007,  ..., -1.7206, -1.7381, -1.4930],\n",
            "          ...,\n",
            "          [-1.0553, -1.0028, -0.9153,  ...,  1.1331,  1.0805,  0.9930],\n",
            "          [-1.0903, -1.0203, -0.9503,  ...,  1.1331,  1.0455,  0.9580],\n",
            "          [-1.1253, -1.0553, -1.0028,  ...,  1.1155,  1.0280,  0.9405]],\n",
            "\n",
            "         [[-1.5430, -1.5256, -1.5256,  ..., -1.4907, -1.5430, -1.5779],\n",
            "          [-1.5430, -1.5256, -1.5256,  ..., -1.4559, -1.5256, -1.5256],\n",
            "          [-1.5430, -1.5430, -1.5430,  ..., -1.4733, -1.5430, -1.3687],\n",
            "          ...,\n",
            "          [-1.3164, -1.2641, -1.2119,  ..., -0.0267, -0.0615, -0.1138],\n",
            "          [-1.2990, -1.2641, -1.2119,  ..., -0.0441, -0.0964, -0.1487],\n",
            "          [-1.3164, -1.2641, -1.2467,  ..., -0.0615, -0.1138, -0.1661]]],\n",
            "\n",
            "\n",
            "        [[[ 0.0398,  0.4508,  0.5536,  ..., -0.4739, -0.4739, -0.4568],\n",
            "          [ 0.1939,  0.7077,  0.6563,  ..., -0.4568, -0.4568, -0.4739],\n",
            "          [ 0.3309,  0.7077,  0.6221,  ..., -0.4568, -0.4568, -0.4739],\n",
            "          ...,\n",
            "          [ 1.9578,  1.9920,  2.0263,  ...,  1.2557,  1.2728,  1.2728],\n",
            "          [ 1.9407,  1.9578,  1.9749,  ...,  1.2899,  1.2899,  1.2899],\n",
            "          [ 1.9235,  1.9235,  1.9235,  ...,  1.2899,  1.2899,  1.2899]],\n",
            "\n",
            "         [[-0.3025,  0.0301,  0.1527,  ..., -0.2500, -0.2500, -0.2325],\n",
            "          [-0.2325,  0.2227,  0.2227,  ..., -0.2325, -0.2325, -0.2500],\n",
            "          [-0.2325,  0.1176,  0.1527,  ..., -0.2325, -0.2325, -0.2500],\n",
            "          ...,\n",
            "          [-1.6681, -1.6506, -1.6681,  ...,  1.9909,  1.9909,  1.9909],\n",
            "          [-1.6331, -1.6331, -1.6506,  ...,  1.9909,  1.9909,  1.9734],\n",
            "          [-1.5805, -1.5980, -1.6331,  ...,  1.9734,  1.9734,  1.9734]],\n",
            "\n",
            "         [[ 0.0953,  0.3916,  0.5659,  ...,  1.6465,  1.6465,  1.6640],\n",
            "          [-0.0092,  0.4614,  0.5311,  ...,  1.6640,  1.6640,  1.6465],\n",
            "          [-0.0615,  0.2696,  0.3742,  ...,  1.6640,  1.6640,  1.6465],\n",
            "          ...,\n",
            "          [-1.1596, -1.1421, -1.1247,  ...,  2.1694,  2.1868,  2.2043],\n",
            "          [-1.1421, -1.1421, -1.1421,  ...,  2.1694,  2.1694,  2.1520],\n",
            "          [-1.1247, -1.1421, -1.1596,  ...,  2.1694,  2.1520,  2.1520]]],\n",
            "\n",
            "\n",
            "        [[[-0.0972, -0.2171, -0.7308,  ..., -0.9705, -1.0219, -1.0904],\n",
            "          [-0.1657, -0.1657, -0.6623,  ..., -0.8849, -0.9705, -1.0390],\n",
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            "          ...,\n",
            "          [ 0.4679,  0.5878,  0.9132,  ...,  0.4508,  0.2967,  0.0912],\n",
            "          [ 0.4679,  0.7762,  1.0502,  ...,  0.4679,  0.4166,  0.1768],\n",
            "          [ 0.4166,  0.8618,  1.1700,  ...,  0.3481,  0.4508,  0.3481]],\n",
            "\n",
            "         [[-1.0378, -1.0903, -1.3179,  ..., -1.2304, -1.2304, -1.3179],\n",
            "          [-1.0903, -1.0553, -1.2829,  ..., -1.2304, -1.2129, -1.2654],\n",
            "          [-1.1604, -1.0028, -1.2829,  ..., -1.0378, -1.1253, -1.1954],\n",
            "          ...,\n",
            "          [-0.7052, -0.6001, -0.3200,  ..., -0.8277, -1.0028, -1.1253],\n",
            "          [-0.6877, -0.4426, -0.2150,  ..., -0.7752, -0.9153, -1.0553],\n",
            "          [-0.6702, -0.3375, -0.0749,  ..., -0.8627, -0.8277, -0.8627]],\n",
            "\n",
            "         [[-1.1596, -1.2990, -1.4559,  ..., -1.2467, -1.2293, -1.2641],\n",
            "          [-1.2467, -1.2816, -1.3861,  ..., -1.2816, -1.2641, -1.2816],\n",
            "          [-1.2467, -1.2467, -1.3861,  ..., -1.2293, -1.3164, -1.3687],\n",
            "          ...,\n",
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            "          [-1.0201, -1.0550, -1.0027,  ..., -1.1596, -1.3339, -1.3861],\n",
            "          [-1.1770, -1.1770, -1.0376,  ..., -1.0898, -1.2990, -1.3687]]]])\n",
            "tensor([[[[-0.6109, -0.6109, -0.6109,  ..., -1.0904, -1.0904, -1.0904],\n",
            "          [-0.5938, -0.5938, -0.5938,  ..., -1.0733, -1.0733, -1.0733],\n",
            "          [-0.5596, -0.5596, -0.5596,  ..., -1.0562, -1.0562, -1.0562],\n",
            "          ...,\n",
            "          [ 1.1872,  1.2043,  1.2043,  ...,  0.3481,  0.3309,  0.3309],\n",
            "          [ 1.2043,  1.1872,  1.1872,  ...,  0.3309,  0.3309,  0.3138],\n",
            "          [ 1.2043,  1.2043,  1.2043,  ...,  0.3309,  0.3309,  0.3309]],\n",
            "\n",
            "         [[-0.4951, -0.4951, -0.4951,  ..., -0.9853, -1.0203, -1.0203],\n",
            "          [-0.4951, -0.4951, -0.4951,  ..., -0.9678, -1.0028, -1.0028],\n",
            "          [-0.4776, -0.4776, -0.4776,  ..., -0.9503, -0.9853, -0.9853],\n",
            "          ...,\n",
            "          [ 1.3256,  1.3431,  1.3431,  ...,  0.4503,  0.4328,  0.4328],\n",
            "          [ 1.3431,  1.3256,  1.3256,  ...,  0.4328,  0.4328,  0.4153],\n",
            "          [ 1.3431,  1.3431,  1.3431,  ...,  0.4328,  0.4328,  0.4328]],\n",
            "\n",
            "         [[-0.2707, -0.2707, -0.2707,  ..., -0.7238, -0.7413, -0.7413],\n",
            "          [-0.2532, -0.2532, -0.2532,  ..., -0.7064, -0.7238, -0.7238],\n",
            "          [-0.2358, -0.2358, -0.2358,  ..., -0.6890, -0.7064, -0.7064],\n",
            "          ...,\n",
            "          [ 1.6291,  1.6465,  1.6465,  ...,  0.6879,  0.6705,  0.6705],\n",
            "          [ 1.6465,  1.6291,  1.6291,  ...,  0.6705,  0.6705,  0.6531],\n",
            "          [ 1.6465,  1.6465,  1.6465,  ...,  0.6705,  0.6705,  0.6705]]],\n",
            "\n",
            "\n",
            "        [[[-0.1143, -0.7993, -0.6965,  ..., -1.6898, -1.7240, -1.6898],\n",
            "          [-0.8678, -0.8849, -0.3198,  ..., -1.7069, -1.7069, -1.6727],\n",
            "          [-1.0219, -0.5253, -0.6794,  ..., -1.6898, -1.6727, -1.6555],\n",
            "          ...,\n",
            "          [ 1.2899,  1.3070,  1.2899,  ...,  0.2111,  0.2282,  0.1597],\n",
            "          [ 1.2043,  1.2385,  1.3070,  ...,  0.5536,  0.3309,  0.1083],\n",
            "          [ 1.2385,  1.2214,  1.2557,  ...,  0.3652,  0.3138,  0.0569]],\n",
            "\n",
            "         [[ 0.3803, -0.3901, -0.5301,  ..., -1.5805, -1.5630, -1.5630],\n",
            "          [-0.1625, -0.4951, -0.3025,  ..., -1.5280, -1.5105, -1.4930],\n",
            "          [-0.6527, -0.3901, -0.4951,  ..., -1.5280, -1.5280, -1.5105],\n",
            "          ...,\n",
            "          [ 1.3782,  1.4132,  1.4307,  ...,  0.3277,  0.2927,  0.2752],\n",
            "          [ 1.3081,  1.3431,  1.4307,  ...,  0.8354,  0.4328,  0.2402],\n",
            "          [ 1.3782,  1.3431,  1.3606,  ...,  0.4153,  0.2227,  0.1176]],\n",
            "\n",
            "         [[ 0.3916, -0.6018, -0.8110,  ..., -1.2816, -1.2816, -1.2641],\n",
            "          [-0.7761, -1.0201, -0.2184,  ..., -1.2467, -1.2293, -1.2119],\n",
            "          [-1.2119, -0.6018, -0.5495,  ..., -1.2467, -1.2467, -1.2293],\n",
            "          ...,\n",
            "          [ 1.6117,  1.6465,  1.6640,  ...,  0.7402,  0.7228,  0.6705],\n",
            "          [ 1.5594,  1.5942,  1.6640,  ...,  1.1585,  0.7925,  0.6008],\n",
            "          [ 1.6117,  1.5768,  1.6117,  ...,  0.7925,  0.6182,  0.4962]]],\n",
            "\n",
            "\n",
            "        [[[ 0.3481,  0.3309,  0.3823,  ..., -0.5767, -0.6281, -0.6281],\n",
            "          [ 0.3481,  0.3652,  0.3823,  ..., -0.5767, -0.6281, -0.6281],\n",
            "          [ 0.3481,  0.3994,  0.3994,  ..., -0.5596, -0.5938, -0.6281],\n",
            "          ...,\n",
            "          [-1.3644, -1.2445, -1.2445,  ..., -1.3302, -1.6555, -1.5699],\n",
            "          [-1.3644, -1.1418, -1.0562,  ..., -1.6898, -1.7925, -1.5357],\n",
            "          [-1.5699, -1.3473, -1.1932,  ..., -1.7069, -1.7925, -1.6384]],\n",
            "\n",
            "         [[-0.0749, -0.0924, -0.0399,  ..., -0.8978, -0.9678, -0.9678],\n",
            "          [-0.0749, -0.0574, -0.0399,  ..., -0.9153, -0.9678, -0.9678],\n",
            "          [-0.0749, -0.0224, -0.0224,  ..., -0.8978, -0.9503, -0.9678],\n",
            "          ...,\n",
            "          [-1.6331, -1.3880, -1.4580,  ..., -1.3704, -1.7381, -1.7906],\n",
            "          [-1.6331, -1.4055, -1.3354,  ..., -1.8256, -1.8782, -1.7381],\n",
            "          [-1.6856, -1.5280, -1.3704,  ..., -1.8431, -1.8782, -1.7906]],\n",
            "\n",
            "         [[-0.5670, -0.5495, -0.5321,  ..., -1.1944, -1.2119, -1.2119],\n",
            "          [-0.5495, -0.5147, -0.5321,  ..., -1.1944, -1.1944, -1.2119],\n",
            "          [-0.5321, -0.4798, -0.4973,  ..., -1.1770, -1.1770, -1.1944],\n",
            "          ...,\n",
            "          [-1.5779, -1.4907, -1.5430,  ..., -1.1944, -1.5779, -1.6650],\n",
            "          [-1.6127, -1.5953, -1.6302,  ..., -1.6650, -1.7347, -1.6650],\n",
            "          [-1.6302, -1.6302, -1.5779,  ..., -1.6824, -1.6999, -1.7347]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 0.5707,  0.5193,  0.3823,  ..., -1.3302, -1.3644, -1.5870],\n",
            "          [ 0.6906,  0.5707,  0.3481,  ..., -1.0904, -1.2103, -1.4158],\n",
            "          [ 0.6221,  0.4851,  0.3823,  ..., -0.8849, -1.1418, -1.2959],\n",
            "          ...,\n",
            "          [ 0.0056,  0.0227,  0.1939,  ...,  0.1597,  0.2453,  0.1426],\n",
            "          [ 0.1768,  0.2796,  0.2967,  ...,  0.2453,  0.2282,  0.1254],\n",
            "          [ 0.2624,  0.4166,  0.2796,  ...,  0.1597,  0.1768,  0.1597]],\n",
            "\n",
            "         [[ 0.2577,  0.0126,  0.0826,  ..., -1.2479, -1.3179, -1.5455],\n",
            "          [ 0.4153,  0.2402,  0.0826,  ..., -1.1779, -1.2129, -1.3880],\n",
            "          [ 0.3277,  0.2927,  0.0826,  ..., -1.0553, -1.1429, -1.2479],\n",
            "          ...,\n",
            "          [ 0.0826,  0.0651,  0.2577,  ...,  0.3452,  0.3452,  0.2752],\n",
            "          [ 0.2227,  0.3277,  0.3627,  ...,  0.4503,  0.4503,  0.3978],\n",
            "          [ 0.2927,  0.4678,  0.3277,  ...,  0.3452,  0.3102,  0.3102]],\n",
            "\n",
            "         [[ 0.0779, -0.0790, -0.0267,  ..., -1.3164, -1.3513, -1.4733],\n",
            "          [ 0.2348,  0.0953, -0.0441,  ..., -1.2816, -1.2467, -1.3513],\n",
            "          [ 0.1476,  0.0953, -0.0267,  ..., -1.1247, -1.1944, -1.2641],\n",
            "          ...,\n",
            "          [ 0.1476,  0.0953,  0.2522,  ...,  0.6008,  0.5485,  0.4091],\n",
            "          [ 0.2871,  0.3568,  0.3742,  ...,  0.6879,  0.6182,  0.5136],\n",
            "          [ 0.3568,  0.4962,  0.3393,  ...,  0.6008,  0.5311,  0.4788]]],\n",
            "\n",
            "\n",
            "        [[[ 2.0777,  2.0605,  1.8722,  ..., -2.0152, -1.9980, -2.0323],\n",
            "          [ 2.0263,  1.9235,  1.8550,  ..., -1.9809, -1.9809, -2.0152],\n",
            "          [ 1.8893,  1.8208,  1.8722,  ..., -2.0323, -2.0323, -2.0152],\n",
            "          ...,\n",
            "          [-1.8439, -1.8610, -1.8953,  ..., -2.0152, -2.0665, -2.0665],\n",
            "          [-1.8268, -1.7925, -1.9124,  ..., -2.0665, -2.0837, -2.0665],\n",
            "          [-1.8439, -1.8268, -1.9467,  ..., -2.0837, -2.0837, -2.0665]],\n",
            "\n",
            "         [[ 2.0084,  1.9734,  1.7808,  ..., -1.9482, -1.9307, -1.9657],\n",
            "          [ 1.9209,  1.7983,  1.7458,  ..., -1.9132, -1.9132, -1.9482],\n",
            "          [ 1.7108,  1.6583,  1.7283,  ..., -1.9657, -1.9832, -1.9482],\n",
            "          ...,\n",
            "          [-1.7731, -1.7906, -1.8256,  ..., -1.9482, -2.0007, -2.0007],\n",
            "          [-1.7556, -1.7206, -1.8431,  ..., -2.0007, -2.0182, -2.0007],\n",
            "          [-1.7731, -1.7556, -1.8782,  ..., -2.0182, -2.0182, -2.0007]],\n",
            "\n",
            "         [[-0.7587, -0.8981, -1.1596,  ..., -1.6127, -1.5953, -1.6302],\n",
            "          [-0.9504, -1.1770, -1.2816,  ..., -1.5604, -1.5779, -1.6127],\n",
            "          [-1.2641, -1.4384, -1.4036,  ..., -1.5953, -1.5953, -1.5604],\n",
            "          ...,\n",
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            "          [-1.4210, -1.3861, -1.5081,  ..., -1.6302, -1.6824, -1.6999],\n",
            "          [-1.4384, -1.4210, -1.5430,  ..., -1.6476, -1.6824, -1.6999]]],\n",
            "\n",
            "\n",
            "        [[[-0.4054, -0.3198, -0.3712,  ...,  0.1254,  0.0912,  0.0569],\n",
            "          [-0.3712, -0.3027, -0.3541,  ...,  0.0912,  0.1597,  0.0741],\n",
            "          [-0.3369, -0.2513, -0.3027,  ...,  0.1254,  0.1254,  0.1083],\n",
            "          ...,\n",
            "          [-0.9363, -0.9020, -0.8507,  ..., -0.4568, -0.4739, -0.4054],\n",
            "          [-0.9020, -0.8678, -0.7993,  ..., -0.3198, -0.3541, -0.3883],\n",
            "          [-0.9192, -0.8849, -0.8849,  ..., -0.1999, -0.2856, -0.2342]],\n",
            "\n",
            "         [[-0.0574, -0.0924, -0.0749,  ...,  0.3452,  0.3978,  0.4503],\n",
            "          [-0.0924, -0.1099, -0.0749,  ...,  0.3627,  0.3627,  0.4503],\n",
            "          [-0.1099, -0.1099, -0.0749,  ...,  0.3277,  0.3452,  0.3978],\n",
            "          ...,\n",
            "          [-1.1429, -1.0903, -1.0378,  ..., -0.6176, -0.6527, -0.6702],\n",
            "          [-1.0903, -1.0903, -1.0553,  ..., -0.4776, -0.4951, -0.5301],\n",
            "          [-1.0903, -1.0903, -1.0553,  ..., -0.4251, -0.4426, -0.3725]],\n",
            "\n",
            "         [[ 0.1651,  0.1476,  0.1302,  ...,  0.6182,  0.6356,  0.6182],\n",
            "          [ 0.1651,  0.1476,  0.1302,  ...,  0.6008,  0.6008,  0.6182],\n",
            "          [ 0.1651,  0.1651,  0.1651,  ...,  0.6008,  0.6182,  0.6356],\n",
            "          ...,\n",
            "          [-1.2293, -1.1421, -1.1596,  ..., -0.7587, -0.7936, -0.7936],\n",
            "          [-1.3339, -1.2293, -1.2293,  ..., -0.7064, -0.7238, -0.7238],\n",
            "          [-1.1944, -1.1596, -1.2119,  ..., -0.6541, -0.6715, -0.6541]]]])\n",
            "tensor([[[[ 1.0159,  1.0331,  1.0331,  ..., -1.5870, -1.5699, -1.4329],\n",
            "          [ 1.0159,  1.0159,  1.0331,  ..., -1.5528, -1.5357, -1.3987],\n",
            "          [ 1.0159,  1.0331,  1.0331,  ..., -1.5185, -1.4843, -1.3815],\n",
            "          ...,\n",
            "          [-0.3198, -0.2856, -0.2342,  ..., -0.8335, -0.8507, -0.8678],\n",
            "          [-0.3198, -0.2171, -0.1999,  ..., -0.8678, -0.8678, -0.8849],\n",
            "          [-0.2684, -0.1314, -0.1143,  ..., -0.8507, -0.8678, -0.8849]],\n",
            "\n",
            "         [[ 1.0105,  1.0280,  1.0280,  ..., -1.7206, -1.7206, -1.6331],\n",
            "          [ 1.0105,  1.0105,  1.0280,  ..., -1.7031, -1.7031, -1.6155],\n",
            "          [ 1.0105,  1.0280,  1.0280,  ..., -1.6856, -1.6856, -1.6155],\n",
            "          ...,\n",
            "          [-0.2150, -0.1975, -0.1450,  ..., -0.7577, -0.7752, -0.7927],\n",
            "          [-0.2150, -0.1099, -0.0924,  ..., -0.7927, -0.7927, -0.8102],\n",
            "          [-0.1625, -0.0224, -0.0049,  ..., -0.7752, -0.7927, -0.8102]],\n",
            "\n",
            "         [[ 0.6879,  0.7054,  0.7054,  ..., -1.3513, -1.3687, -1.2990],\n",
            "          [ 0.6879,  0.6879,  0.7054,  ..., -1.3513, -1.3513, -1.2816],\n",
            "          [ 0.6879,  0.7054,  0.7054,  ..., -1.3339, -1.3339, -1.2816],\n",
            "          ...,\n",
            "          [-0.0615, -0.0441, -0.0092,  ..., -0.5147, -0.5321, -0.5495],\n",
            "          [-0.0615,  0.0256,  0.0431,  ..., -0.5147, -0.5147, -0.5321],\n",
            "          [-0.0092,  0.1128,  0.1302,  ..., -0.4973, -0.5147, -0.5321]]],\n",
            "\n",
            "\n",
            "        [[[ 1.6495,  1.6667,  1.6838,  ...,  0.9132,  0.8104,  0.8961],\n",
            "          [ 1.6667,  1.6667,  1.6667,  ...,  0.8618,  0.6734,  0.8104],\n",
            "          [ 1.6838,  1.6667,  1.6667,  ...,  1.1700,  1.3070,  1.1529],\n",
            "          ...,\n",
            "          [ 1.6153,  1.5297,  1.7180,  ...,  1.6153,  1.8037,  1.1015],\n",
            "          [ 1.6153,  1.5468,  1.7523,  ...,  1.6667,  1.8893,  1.7180],\n",
            "          [ 1.5468,  1.5982,  1.9920,  ...,  1.6495,  1.7352,  1.9064]],\n",
            "\n",
            "         [[ 2.1485,  2.1835,  2.1485,  ...,  1.0455,  0.9405,  1.0455],\n",
            "          [ 2.1485,  2.1660,  2.1310,  ...,  0.9580,  0.7829,  0.9405],\n",
            "          [ 2.1485,  2.1485,  2.1660,  ...,  1.3256,  1.4307,  1.2906],\n",
            "          ...,\n",
            "          [ 1.4307,  1.3431,  1.5707,  ...,  1.2556,  1.5707,  0.8704],\n",
            "          [ 1.4307,  1.3782,  1.6232,  ...,  1.3606,  1.6408,  1.4657],\n",
            "          [ 1.3606,  1.4307,  1.8683,  ...,  1.4307,  1.5532,  1.6933]],\n",
            "\n",
            "         [[ 2.6226,  2.6051,  2.6226,  ...,  1.1411,  0.7228,  1.0365],\n",
            "          [ 2.6051,  2.5877,  2.5877,  ...,  1.0191,  0.7228,  0.9494],\n",
            "          [ 2.6226,  2.6226,  2.6226,  ...,  1.5420,  1.7685,  1.5942],\n",
            "          ...,\n",
            "          [ 1.1934,  1.1237,  1.3328,  ...,  0.8797,  1.2108,  0.6531],\n",
            "          [ 1.1759,  1.1585,  1.4025,  ...,  1.0365,  1.2980,  1.2457],\n",
            "          [ 1.1062,  1.2108,  1.6465,  ...,  1.1411,  1.1934,  1.4548]]],\n",
            "\n",
            "\n",
            "        [[[-1.3302, -1.3302, -1.2959,  ...,  1.1529,  0.9817,  0.9646],\n",
            "          [-1.3302, -1.3302, -1.2788,  ...,  0.7933,  0.8961,  0.8618],\n",
            "          [-1.3815, -1.3473, -1.2959,  ...,  0.8618,  0.9132,  0.8961],\n",
            "          ...,\n",
            "          [-0.4739, -0.5253, -0.4397,  ..., -1.9124, -1.9809, -2.0665],\n",
            "          [-0.4568, -0.4911, -0.4226,  ..., -1.9295, -1.9809, -2.0152],\n",
            "          [-0.4739, -0.5424, -0.4397,  ..., -1.8953, -1.9467, -1.9809]],\n",
            "\n",
            "         [[-1.3354, -1.3704, -1.3179,  ...,  1.5882,  1.5007,  1.3606],\n",
            "          [-1.3354, -1.3880, -1.3179,  ...,  1.4132,  1.3957,  1.2906],\n",
            "          [-1.3880, -1.3880, -1.3179,  ...,  1.4132,  1.4307,  1.2731],\n",
            "          ...,\n",
            "          [-0.6352, -0.6176, -0.5301,  ..., -1.9482, -2.0007, -2.0182],\n",
            "          [-0.6176, -0.5826, -0.4951,  ..., -1.9307, -2.0007, -2.0182],\n",
            "          [-0.6702, -0.6527, -0.5826,  ..., -1.9482, -2.0007, -2.0182]],\n",
            "\n",
            "         [[-1.3513, -1.3687, -1.3687,  ...,  2.1346,  1.9254,  1.6291],\n",
            "          [-1.4210, -1.4210, -1.3339,  ...,  2.0648,  1.7337,  1.5071],\n",
            "          [-1.4384, -1.4384, -1.4036,  ...,  1.8034,  1.6640,  1.4200],\n",
            "          ...,\n",
            "          [-0.6715, -0.6890, -0.6890,  ..., -1.7870, -1.7870, -1.8044],\n",
            "          [-0.7064, -0.6715, -0.6541,  ..., -1.7870, -1.8044, -1.8044],\n",
            "          [-0.8633, -0.8110, -0.7587,  ..., -1.7870, -1.7870, -1.7696]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 1.9578,  1.9920,  1.9920,  ..., -1.8782, -1.8782, -1.8782],\n",
            "          [ 1.9578,  1.9407,  1.9749,  ..., -1.8610, -1.8610, -1.8782],\n",
            "          [ 1.9064,  1.9235,  1.9407,  ..., -1.8610, -1.8782, -1.8782],\n",
            "          ...,\n",
            "          [ 0.3481, -0.3198, -1.3987,  ..., -1.0562, -0.9877, -0.9534],\n",
            "          [ 1.0502,  0.1083, -1.1760,  ..., -0.9877, -0.9363, -0.8849],\n",
            "          [ 0.8447,  0.0741, -1.1589,  ..., -0.9705, -0.9020, -0.8164]],\n",
            "\n",
            "         [[ 2.2360,  2.2710,  2.2710,  ..., -1.8081, -1.8081, -1.8081],\n",
            "          [ 2.2535,  2.2185,  2.2535,  ..., -1.7906, -1.7906, -1.8081],\n",
            "          [ 2.2185,  2.2360,  2.2535,  ..., -1.7906, -1.8081, -1.8081],\n",
            "          ...,\n",
            "          [ 0.3978, -0.3200, -1.4930,  ..., -2.0182, -1.9832, -2.0007],\n",
            "          [ 1.1681,  0.1527, -1.2479,  ..., -1.9832, -1.9832, -1.9832],\n",
            "          [ 0.9755,  0.1352, -1.2129,  ..., -2.0007, -2.0007, -1.9657]],\n",
            "\n",
            "         [[ 2.4134,  2.4483,  2.4483,  ..., -1.6127, -1.6127, -1.6127],\n",
            "          [ 2.4657,  2.4308,  2.4483,  ..., -1.5953, -1.5953, -1.6127],\n",
            "          [ 2.4483,  2.4483,  2.4483,  ..., -1.5953, -1.6127, -1.6127],\n",
            "          ...,\n",
            "          [ 0.1825, -0.3404, -1.2990,  ..., -1.5604, -1.5256, -1.5430],\n",
            "          [ 0.9494,  0.1302, -1.0898,  ..., -1.5256, -1.5256, -1.5256],\n",
            "          [ 0.7751,  0.1128, -1.0550,  ..., -1.5256, -1.5256, -1.4907]]],\n",
            "\n",
            "\n",
            "        [[[-0.9192, -0.9705, -1.2274,  ..., -1.3987, -1.3987, -1.3987],\n",
            "          [-1.3644, -1.2617, -1.5699,  ..., -1.0904, -1.2788, -1.3644],\n",
            "          [-1.4843, -1.6384, -1.6555,  ..., -1.2788, -1.3473, -1.5014],\n",
            "          ...,\n",
            "          [-1.4500, -1.3644, -0.9877,  ..., -1.1932, -1.1760, -1.3987],\n",
            "          [-1.1075, -1.0219, -1.2617,  ..., -1.1932, -1.3644, -1.4500],\n",
            "          [-1.2959, -1.4500, -1.5014,  ..., -1.3302, -1.4500, -1.4500]],\n",
            "\n",
            "         [[-1.4580, -1.4580, -1.3704,  ..., -1.3529, -1.2479, -1.2654],\n",
            "          [-1.2479, -1.2654, -1.0728,  ..., -1.3354, -1.2479, -1.2479],\n",
            "          [-1.0378, -1.0378, -0.8803,  ..., -1.1779, -0.9853, -0.9328],\n",
            "          ...,\n",
            "          [-1.3179, -1.3529, -1.3354,  ..., -1.3354, -1.4580, -1.4930],\n",
            "          [-1.4755, -1.4055, -1.2129,  ..., -1.4755, -1.5630, -1.5630],\n",
            "          [-1.4405, -1.3529, -1.0203,  ..., -1.4405, -1.5105, -1.5805]],\n",
            "\n",
            "         [[-0.1835, -0.3055, -0.2358,  ..., -0.3055, -0.3578, -0.4101],\n",
            "          [-0.2358, -0.2358, -0.3927,  ..., -0.3230, -0.3578, -0.3055],\n",
            "          [-0.3055, -0.3230, -0.4450,  ..., -0.3404, -0.3404, -0.3404],\n",
            "          ...,\n",
            "          [-0.2010, -0.2707, -0.2532,  ..., -0.3927, -0.3404, -0.2707],\n",
            "          [-0.2707, -0.3055, -0.3753,  ..., -0.2707, -0.1835, -0.1312],\n",
            "          [-0.2881, -0.3055, -0.3404,  ..., -0.2184, -0.2881, -0.2184]]],\n",
            "\n",
            "\n",
            "        [[[-0.7822, -0.3369, -0.3712,  ..., -0.3027, -0.3369, -0.4568],\n",
            "          [-0.7993, -0.3712, -0.3541,  ..., -0.3369, -0.3541, -0.4397],\n",
            "          [-0.8164, -0.3883, -0.3369,  ..., -0.3541, -0.4054, -0.4397],\n",
            "          ...,\n",
            "          [-1.1075, -1.1075, -1.1075,  ..., -1.0904, -1.0904, -1.0904],\n",
            "          [-1.0904, -1.0733, -1.0904,  ..., -1.1075, -1.0904, -1.1247],\n",
            "          [-1.0733, -1.0904, -1.0733,  ..., -1.0904, -1.1075, -1.0904]],\n",
            "\n",
            "         [[-0.6176, -0.0924, -0.0399,  ..., -0.1975, -0.2500, -0.3725],\n",
            "          [-0.6702, -0.1450, -0.0399,  ..., -0.1975, -0.2325, -0.3200],\n",
            "          [-0.7052, -0.1975, -0.0574,  ..., -0.2150, -0.2500, -0.3025],\n",
            "          ...,\n",
            "          [-1.1604, -1.1604, -1.1604,  ..., -1.1429, -1.1429, -1.1429],\n",
            "          [-1.1429, -1.1253, -1.1429,  ..., -1.1429, -1.1253, -1.1604],\n",
            "          [-1.1253, -1.1429, -1.1253,  ..., -1.1078, -1.1253, -1.1078]],\n",
            "\n",
            "         [[-0.7238, -0.2532, -0.2707,  ..., -0.2532, -0.3055, -0.4275],\n",
            "          [-0.7587, -0.2881, -0.2532,  ..., -0.2881, -0.3404, -0.4450],\n",
            "          [-0.7761, -0.3055, -0.2358,  ..., -0.3404, -0.3927, -0.4450],\n",
            "          ...,\n",
            "          [-1.0898, -1.0724, -1.0898,  ..., -1.0376, -1.0376, -1.0376],\n",
            "          [-1.0376, -1.0201, -1.0550,  ..., -1.0376, -1.0376, -1.0550],\n",
            "          [-1.0201, -1.0376, -1.0201,  ..., -1.0201, -1.0376, -1.0201]]]])\n",
            "tensor([[[[ 0.8104,  0.9132,  0.9646,  ..., -0.4739, -0.4739, -0.3712],\n",
            "          [ 0.7933,  0.9132,  0.9646,  ..., -0.4739, -0.4568, -0.3712],\n",
            "          [ 0.6392,  0.8961,  0.9474,  ..., -0.4911, -0.4397, -0.3541],\n",
            "          ...,\n",
            "          [-1.6384, -1.6042, -1.6213,  ...,  0.1768,  0.1768,  0.1939],\n",
            "          [-1.3302, -1.3130, -1.2959,  ...,  0.8961,  0.9132,  0.9303],\n",
            "          [-0.3541, -0.3369, -0.3198,  ...,  1.2899,  1.3070,  1.3413]],\n",
            "\n",
            "         [[ 0.1176,  0.1527,  0.1702,  ..., -0.3025, -0.2325, -0.1275],\n",
            "          [ 0.1352,  0.2052,  0.2052,  ..., -0.2850, -0.2150, -0.1275],\n",
            "          [-0.0224,  0.2052,  0.2052,  ..., -0.2850, -0.1800, -0.1099],\n",
            "          ...,\n",
            "          [-1.6506, -1.6331, -1.6506,  ..., -0.0924, -0.0924, -0.0749],\n",
            "          [-1.4580, -1.4755, -1.4755,  ...,  0.5553,  0.5378,  0.5378],\n",
            "          [-0.6527, -0.6702, -0.6877,  ...,  0.8880,  0.8880,  0.8880]],\n",
            "\n",
            "         [[-1.6999, -1.7696, -1.6824,  ..., -0.3753, -0.2358, -0.1138],\n",
            "          [-1.6302, -1.7522, -1.6650,  ..., -0.3055, -0.1661, -0.0790],\n",
            "          [-1.6302, -1.7173, -1.7347,  ..., -0.3055, -0.1312, -0.0267],\n",
            "          ...,\n",
            "          [-1.5430, -1.4907, -1.5256,  ..., -0.5670, -0.5844, -0.5670],\n",
            "          [-1.4907, -1.4559, -1.4733,  ..., -0.0267, -0.0267, -0.0267],\n",
            "          [-1.0376, -1.0027, -1.0027,  ...,  0.2522,  0.2522,  0.2696]]],\n",
            "\n",
            "\n",
            "        [[[ 0.4166,  0.3994,  0.4337,  ...,  0.5022,  0.4851,  0.4679],\n",
            "          [ 0.4166,  0.4166,  0.4508,  ...,  0.5364,  0.5364,  0.5022],\n",
            "          [ 0.4337,  0.4337,  0.4679,  ...,  0.5193,  0.5193,  0.5364],\n",
            "          ...,\n",
            "          [ 1.1872,  1.2385,  1.3413,  ..., -0.0116, -0.0116,  0.0227],\n",
            "          [ 0.9303,  1.0502,  1.1700,  ..., -0.0287, -0.0458, -0.0458],\n",
            "          [ 1.0502,  1.1700,  1.2043,  ..., -0.1143, -0.1486, -0.1314]],\n",
            "\n",
            "         [[ 0.7829,  0.7654,  0.7479,  ...,  0.8004,  0.7829,  0.7654],\n",
            "          [ 0.7829,  0.7829,  0.7829,  ...,  0.8354,  0.8354,  0.8004],\n",
            "          [ 0.8004,  0.8004,  0.7829,  ...,  0.8179,  0.8179,  0.8354],\n",
            "          ...,\n",
            "          [ 1.0980,  1.1155,  1.1681,  ...,  0.2402,  0.2402,  0.2402],\n",
            "          [ 0.8704,  0.9405,  1.0105,  ...,  0.2227,  0.2052,  0.1877],\n",
            "          [ 0.9930,  1.0980,  1.0805,  ...,  0.1176,  0.0826,  0.1176]],\n",
            "\n",
            "         [[ 1.1585,  1.1411,  1.1411,  ...,  1.1759,  1.1585,  1.1411],\n",
            "          [ 1.1585,  1.1585,  1.1759,  ...,  1.2108,  1.2108,  1.1759],\n",
            "          [ 1.1759,  1.1759,  1.1759,  ...,  1.1934,  1.1934,  1.2108],\n",
            "          ...,\n",
            "          [ 0.7925,  0.7054,  0.7228,  ...,  0.5659,  0.5659,  0.5659],\n",
            "          [ 0.6531,  0.6356,  0.6182,  ...,  0.5311,  0.5136,  0.5311],\n",
            "          [ 0.7402,  0.7751,  0.7054,  ...,  0.4091,  0.3916,  0.4614]]],\n",
            "\n",
            "\n",
            "        [[[ 0.8276,  1.4612,  1.9407,  ..., -1.3987, -1.4500, -1.3130],\n",
            "          [ 1.4269,  1.9920,  2.2318,  ..., -1.5185, -1.5528, -1.4843],\n",
            "          [ 1.7009,  2.0777,  2.2147,  ..., -1.3130, -1.4158, -1.3473],\n",
            "          ...,\n",
            "          [-1.2103, -1.2788, -1.3987,  ..., -0.8164, -0.7650, -1.0390],\n",
            "          [-0.3198, -0.4568, -0.9363,  ...,  0.7591,  0.7248,  0.3481],\n",
            "          [ 0.3823,  0.1083, -0.3712,  ...,  1.2557,  1.0502,  0.9646]],\n",
            "\n",
            "         [[ 0.1176,  0.4503,  1.0630,  ..., -0.3725, -0.2850, -0.3025],\n",
            "          [ 0.2577,  0.6604,  1.3782,  ..., -0.1625, -0.1450, -0.2500],\n",
            "          [ 0.1527,  0.5203,  1.4132,  ...,  0.0651, -0.1099, -0.1975],\n",
            "          ...,\n",
            "          [ 0.1001,  0.0826, -0.0049,  ...,  0.7304,  0.6429,  0.3277],\n",
            "          [ 0.8004,  0.7479,  0.3277,  ...,  0.9405,  0.9930,  0.8529],\n",
            "          [ 1.0280,  1.1681,  1.0105,  ...,  0.9930,  1.0105,  1.1506]],\n",
            "\n",
            "         [[ 0.2522,  0.1476, -0.2010,  ...,  1.5942,  1.6291,  1.5420],\n",
            "          [ 0.0431, -0.4798, -0.7936,  ...,  1.7163,  1.7337,  1.7163],\n",
            "          [ 0.0779, -0.7587, -1.1247,  ...,  1.8905,  1.6988,  1.7163],\n",
            "          ...,\n",
            "          [ 1.5942,  1.6988,  1.8034,  ...,  1.6291,  1.5594,  1.6291],\n",
            "          [ 1.6117,  1.6640,  1.5245,  ...,  1.0539,  0.9494,  1.0539],\n",
            "          [ 1.5942,  1.6814,  1.6814,  ...,  0.8797,  0.7925,  1.0017]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-0.3541, -0.3027, -0.3027,  ..., -0.5596, -0.4739, -0.4911],\n",
            "          [-0.3369, -0.3198, -0.3369,  ..., -0.5253, -0.4911, -0.5082],\n",
            "          [-0.3883, -0.3712, -0.4911,  ..., -0.5082, -0.4911, -0.5082],\n",
            "          ...,\n",
            "          [-0.4397, -0.4568, -0.4911,  ..., -0.5767, -0.5253, -0.4739],\n",
            "          [-0.3883, -0.4054, -0.4226,  ..., -0.5938, -0.5938, -0.5424],\n",
            "          [-0.1143, -0.1314, -0.2171,  ..., -0.7650, -0.7650, -0.7993]],\n",
            "\n",
            "         [[-0.7402, -0.6877, -0.6877,  ..., -0.7927, -0.7227, -0.7402],\n",
            "          [-0.7227, -0.6877, -0.7052,  ..., -0.7752, -0.7402, -0.7577],\n",
            "          [-0.7402, -0.7227, -0.8452,  ..., -0.7577, -0.7577, -0.7577],\n",
            "          ...,\n",
            "          [-1.0203, -1.0378, -1.0728,  ..., -1.0203, -0.9853, -0.9503],\n",
            "          [-0.9853, -1.0028, -1.0028,  ..., -0.9853, -1.0378, -1.0028],\n",
            "          [-0.7052, -0.7227, -0.8102,  ..., -1.0378, -1.0903, -1.1779]],\n",
            "\n",
            "         [[-1.0898, -1.0201, -1.0201,  ..., -1.0550, -1.0201, -1.0550],\n",
            "          [-1.0898, -1.0201, -1.0201,  ..., -1.0201, -0.9853, -1.0201],\n",
            "          [-1.0898, -1.0550, -1.1421,  ..., -1.0201, -1.0027, -1.0027],\n",
            "          ...,\n",
            "          [-1.4210, -1.4036, -1.3861,  ..., -1.5430, -1.5256, -1.5256],\n",
            "          [-1.4210, -1.3861, -1.3513,  ..., -1.5430, -1.5604, -1.5256],\n",
            "          [-1.2816, -1.2641, -1.2990,  ..., -1.5081, -1.5604, -1.5081]]],\n",
            "\n",
            "\n",
            "        [[[ 2.2489,  2.2489,  2.2489,  ...,  1.8208,  1.8037,  1.8037],\n",
            "          [ 2.2489,  2.2489,  2.2489,  ...,  1.8379,  1.8208,  1.8208],\n",
            "          [ 2.2489,  2.2489,  2.2489,  ...,  1.8208,  1.8208,  1.8208],\n",
            "          ...,\n",
            "          [-0.2513, -0.6281, -0.3883,  ...,  0.9132,  0.2967,  0.2796],\n",
            "          [-0.2513, -0.8849, -0.3369,  ...,  0.5878,  0.3138,  0.5707],\n",
            "          [-0.4568, -0.3541,  0.0569,  ...,  0.5707,  0.2282,  0.4851]],\n",
            "\n",
            "         [[ 2.4286,  2.4286,  2.4286,  ...,  2.3235,  2.3060,  2.3060],\n",
            "          [ 2.4286,  2.4286,  2.4286,  ...,  2.3410,  2.3235,  2.3235],\n",
            "          [ 2.4286,  2.4286,  2.4286,  ...,  2.3060,  2.2885,  2.2885],\n",
            "          ...,\n",
            "          [-0.2850, -0.4426, -0.2325,  ...,  0.6078,  0.0476, -0.0399],\n",
            "          [-0.2325, -0.7752, -0.2850,  ...,  0.5028,  0.1877,  0.5553],\n",
            "          [-0.4426, -0.3375,  0.0651,  ...,  0.4853,  0.1527,  0.4678]],\n",
            "\n",
            "         [[ 2.6400,  2.6400,  2.6400,  ...,  2.6226,  2.6226,  2.6226],\n",
            "          [ 2.6400,  2.6400,  2.6400,  ...,  2.6400,  2.6400,  2.6400],\n",
            "          [ 2.6400,  2.6400,  2.6400,  ...,  2.6226,  2.6400,  2.6226],\n",
            "          ...,\n",
            "          [-1.1247, -1.2119, -1.1944,  ..., -0.2881, -0.5495, -0.4450],\n",
            "          [-1.1596, -1.3513, -1.2467,  ..., -0.7413, -0.6193, -0.6018],\n",
            "          [-1.3164, -1.2467, -1.0376,  ..., -0.8110, -0.9156, -0.8633]]],\n",
            "\n",
            "\n",
            "        [[[ 1.3070,  1.5810,  1.2043,  ...,  0.9474,  1.0159,  1.0502],\n",
            "          [ 1.4269,  1.4440,  1.1187,  ...,  1.1358,  0.9988,  0.9817],\n",
            "          [ 1.3413,  1.1872,  1.2728,  ...,  1.0844,  1.1700,  1.1015],\n",
            "          ...,\n",
            "          [ 1.1015,  1.1187,  1.1187,  ...,  0.9303,  0.9817,  1.0159],\n",
            "          [ 1.0331,  1.0673,  1.0844,  ...,  0.9646,  0.9646,  0.9817],\n",
            "          [ 0.9988,  1.0159,  1.0844,  ...,  0.9132,  0.9474,  0.9474]],\n",
            "\n",
            "         [[-0.3375, -0.1099, -0.8627,  ..., -0.9853, -0.9678, -0.9678],\n",
            "          [-0.3025, -0.3200, -0.9503,  ..., -0.7927, -0.9678, -1.0378],\n",
            "          [-0.5826, -0.7227, -0.7927,  ..., -0.8452, -0.7927, -0.8803],\n",
            "          ...,\n",
            "          [-2.0007, -1.9832, -2.0182,  ..., -2.0007, -1.9657, -1.9482],\n",
            "          [-2.0182, -2.0007, -2.0182,  ..., -1.9657, -1.9657, -1.9307],\n",
            "          [-2.0182, -2.0007, -2.0007,  ..., -2.0007, -1.9307, -1.8957]],\n",
            "\n",
            "         [[ 0.0256,  0.3045, -0.3055,  ..., -0.5495, -0.5670, -0.5844],\n",
            "          [ 0.1128,  0.1128, -0.3927,  ..., -0.3578, -0.5495, -0.6193],\n",
            "          [-0.1138, -0.2532, -0.2358,  ..., -0.3753, -0.3578, -0.4450],\n",
            "          ...,\n",
            "          [-1.5430, -1.5256, -1.5430,  ..., -1.6127, -1.5604, -1.5256],\n",
            "          [-1.5604, -1.5430, -1.5604,  ..., -1.5430, -1.5430, -1.5256],\n",
            "          [-1.5430, -1.5604, -1.5604,  ..., -1.5953, -1.5256, -1.5081]]]])\n",
            "tensor([[[[ 1.8037,  1.8037,  1.8208,  ...,  1.8893,  1.8893,  1.8893],\n",
            "          [ 1.8722,  1.8893,  1.9064,  ...,  1.9749,  1.9749,  1.9749],\n",
            "          [ 1.8893,  1.9064,  1.9064,  ...,  1.9749,  1.9920,  1.9749],\n",
            "          ...,\n",
            "          [ 0.7591,  0.7933,  0.8447,  ...,  1.1700,  1.1700,  1.1187],\n",
            "          [ 0.7077,  0.7419,  0.7762,  ...,  1.0502,  1.0502,  1.0159],\n",
            "          [ 0.6906,  0.7077,  0.7077,  ...,  0.9646,  0.9303,  0.9303]],\n",
            "\n",
            "         [[ 1.9384,  1.9384,  1.9559,  ...,  2.0609,  2.0609,  2.0434],\n",
            "          [ 2.0084,  2.0259,  2.0434,  ...,  2.1485,  2.1485,  2.1134],\n",
            "          [ 2.0259,  2.0434,  2.0434,  ...,  2.1485,  2.1485,  2.1310],\n",
            "          ...,\n",
            "          [ 0.7129,  0.7479,  0.7829,  ...,  1.1681,  1.1681,  1.1155],\n",
            "          [ 0.6954,  0.7129,  0.7654,  ...,  1.0805,  1.0455,  1.0105],\n",
            "          [ 0.6779,  0.6954,  0.6954,  ...,  0.9930,  0.9580,  0.9230]],\n",
            "\n",
            "         [[ 2.1694,  2.1694,  2.1868,  ...,  2.2740,  2.2740,  2.2740],\n",
            "          [ 2.2391,  2.2566,  2.2740,  ...,  2.3611,  2.3611,  2.3437],\n",
            "          [ 2.2566,  2.2740,  2.2740,  ...,  2.3611,  2.3611,  2.3611],\n",
            "          ...,\n",
            "          [ 0.8274,  0.8622,  0.8971,  ...,  1.2457,  1.2282,  1.1759],\n",
            "          [ 0.7925,  0.8274,  0.8797,  ...,  1.1585,  1.1411,  1.1062],\n",
            "          [ 0.8099,  0.8274,  0.8274,  ...,  1.0888,  1.0539,  1.0191]]],\n",
            "\n",
            "\n",
            "        [[[-0.5253, -0.5767, -0.6281,  ..., -0.6794, -0.6623, -0.6623],\n",
            "          [-0.5082, -0.5082, -0.5082,  ..., -0.6452, -0.6281, -0.6452],\n",
            "          [-0.5082, -0.4739, -0.4911,  ..., -0.6109, -0.6109, -0.6109],\n",
            "          ...,\n",
            "          [ 1.2043,  1.2214,  1.0844,  ..., -1.0733, -1.3987, -1.2788],\n",
            "          [ 1.7523,  1.8208,  1.8893,  ..., -1.1932, -1.4843, -1.5870],\n",
            "          [ 1.9749,  2.1462,  2.1290,  ..., -1.0733, -1.3644, -1.5699]],\n",
            "\n",
            "         [[-0.3725, -0.4251, -0.4601,  ..., -0.3025, -0.3025, -0.3200],\n",
            "          [-0.3550, -0.3375, -0.3375,  ..., -0.2675, -0.2850, -0.3025],\n",
            "          [-0.3200, -0.3025, -0.2675,  ..., -0.2325, -0.2675, -0.2675],\n",
            "          ...,\n",
            "          [-1.5105, -1.5105, -1.6155,  ..., -1.1604, -1.4930, -1.3880],\n",
            "          [-1.1078, -1.1253, -1.1429,  ..., -1.2654, -1.5630, -1.6856],\n",
            "          [-0.7927, -0.7927, -1.0203,  ..., -1.1253, -1.4405, -1.6856]],\n",
            "\n",
            "         [[ 0.1302,  0.0953,  0.0605,  ...,  0.2522,  0.2522,  0.2348],\n",
            "          [ 0.1651,  0.1825,  0.1825,  ...,  0.2871,  0.2696,  0.2522],\n",
            "          [ 0.1999,  0.2173,  0.2348,  ...,  0.3219,  0.2871,  0.2871],\n",
            "          ...,\n",
            "          [-1.6476, -1.6127, -1.7522,  ..., -0.9504, -1.2990, -1.1770],\n",
            "          [-1.5081, -1.5604, -1.6824,  ..., -1.0550, -1.3513, -1.4384],\n",
            "          [-1.3513, -1.3687, -1.5081,  ..., -0.9504, -1.2293, -1.4210]]],\n",
            "\n",
            "\n",
            "        [[[-2.1179, -2.1179, -2.1008,  ..., -2.0837, -2.1008, -2.1179],\n",
            "          [-2.1008, -2.1008, -2.0837,  ..., -2.0494, -2.0837, -2.1008],\n",
            "          [-2.0837, -2.0837, -2.0837,  ..., -2.0323, -2.0837, -2.1008],\n",
            "          ...,\n",
            "          [-1.7925, -1.8268, -1.8782,  ..., -0.7308, -0.9705, -1.0733],\n",
            "          [-1.7583, -1.8097, -1.8439,  ..., -0.5424, -0.8164, -0.9705],\n",
            "          [-1.7412, -1.7925, -1.8268,  ..., -0.5253, -0.6965, -0.9020]],\n",
            "\n",
            "         [[-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0182],\n",
            "          [-2.0182, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0182, -2.0007],\n",
            "          ...,\n",
            "          [-1.7381, -1.7381, -1.7906,  ...,  1.0280,  0.5553,  0.2752],\n",
            "          [-1.7031, -1.7556, -1.7906,  ...,  1.2031,  0.7304,  0.4328],\n",
            "          [-1.7206, -1.7556, -1.7906,  ...,  1.2206,  0.8529,  0.4853]],\n",
            "\n",
            "         [[-1.7696, -1.7347, -1.7696,  ..., -1.7347, -1.7696, -1.7870],\n",
            "          [-1.7522, -1.7173, -1.7522,  ..., -1.7347, -1.7347, -1.7173],\n",
            "          [-1.7522, -1.6999, -1.7173,  ..., -1.6999, -1.6999, -1.7173],\n",
            "          ...,\n",
            "          [-1.7522, -1.7522, -1.7870,  ..., -1.5256, -1.6127, -1.5953],\n",
            "          [-1.7347, -1.7522, -1.7522,  ..., -1.3687, -1.5256, -1.5604],\n",
            "          [-1.7173, -1.7347, -1.7522,  ..., -1.3687, -1.4733, -1.5953]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 1.2728,  1.2557,  1.2557,  ...,  1.2214,  1.1700,  1.1872],\n",
            "          [ 1.2899,  1.2728,  1.2728,  ...,  1.2728,  1.2385,  1.2214],\n",
            "          [ 1.3242,  1.3070,  1.3242,  ...,  1.3070,  1.3242,  1.3242],\n",
            "          ...,\n",
            "          [ 1.4098,  1.4098,  1.4269,  ...,  1.5982,  1.5125,  1.5297],\n",
            "          [ 1.3927,  1.3755,  1.3927,  ...,  1.6324,  1.5639,  1.4783],\n",
            "          [ 1.4098,  1.3584,  1.3755,  ...,  1.5982,  1.5982,  1.3242]],\n",
            "\n",
            "         [[-1.8256, -1.8606, -1.9132,  ..., -1.9132, -1.8606, -1.7556],\n",
            "          [-1.8606, -1.8957, -1.9307,  ..., -1.9132, -1.8606, -1.8606],\n",
            "          [-1.8782, -1.9132, -1.9307,  ..., -1.9307, -1.9132, -1.9132],\n",
            "          ...,\n",
            "          [-1.9132, -1.9307, -1.9657,  ..., -2.0182, -1.9832, -1.9482],\n",
            "          [-1.8782, -1.9307, -1.9482,  ..., -1.9832, -1.9307, -1.8782],\n",
            "          [-1.8081, -1.8957, -1.9132,  ..., -1.9132, -1.8782, -1.7556]],\n",
            "\n",
            "         [[-0.7761, -0.7413, -0.7064,  ..., -0.7936, -0.7936, -0.7238],\n",
            "          [-0.7936, -0.7587, -0.7064,  ..., -0.7761, -0.7761, -0.7936],\n",
            "          [-0.7587, -0.7413, -0.7064,  ..., -0.7761, -0.7761, -0.7761],\n",
            "          ...,\n",
            "          [-0.8633, -0.8284, -0.7936,  ..., -0.6193, -0.7413, -0.7587],\n",
            "          [-0.8633, -0.8458, -0.8110,  ..., -0.6541, -0.7413, -0.7761],\n",
            "          [-0.8110, -0.8458, -0.8110,  ..., -0.6541, -0.7413, -0.7936]]],\n",
            "\n",
            "\n",
            "        [[[ 1.2728,  1.3242,  1.3413,  ..., -0.9192, -0.9534, -0.9705],\n",
            "          [ 1.3413,  1.3413,  1.3584,  ..., -0.9192, -0.9534, -0.9877],\n",
            "          [ 1.3413,  1.3413,  1.3755,  ..., -0.9192, -0.9534, -0.9877],\n",
            "          ...,\n",
            "          [ 1.0502,  1.1187,  1.2728,  ..., -1.6555, -1.7240, -1.8439],\n",
            "          [ 0.8104,  0.8961,  1.0673,  ..., -1.7925, -1.8610, -1.8782],\n",
            "          [ 0.6563,  0.7762,  0.8961,  ..., -1.8439, -1.8268, -1.8610]],\n",
            "\n",
            "         [[ 0.8179,  0.8704,  0.9055,  ..., -1.1429, -1.1779, -1.1954],\n",
            "          [ 0.9055,  0.9055,  0.9230,  ..., -1.1429, -1.1779, -1.2129],\n",
            "          [ 0.9230,  0.9230,  0.9405,  ..., -1.1429, -1.1779, -1.2129],\n",
            "          ...,\n",
            "          [ 0.0826,  0.1527,  0.2752,  ..., -1.5455, -1.6155, -1.7381],\n",
            "          [-0.1450, -0.0749,  0.0826,  ..., -1.6856, -1.7556, -1.7731],\n",
            "          [-0.2850, -0.1800, -0.0574,  ..., -1.7556, -1.7381, -1.7731]],\n",
            "\n",
            "         [[-0.1487, -0.1138, -0.1138,  ..., -1.1770, -1.2119, -1.2293],\n",
            "          [-0.0615, -0.0790, -0.0964,  ..., -1.1770, -1.2119, -1.2467],\n",
            "          [-0.0615, -0.0615, -0.0790,  ..., -1.1770, -1.2119, -1.2467],\n",
            "          ...,\n",
            "          [-0.2707, -0.2358, -0.1138,  ..., -1.4036, -1.4733, -1.5953],\n",
            "          [-0.4798, -0.4275, -0.3055,  ..., -1.5430, -1.6127, -1.6302],\n",
            "          [-0.5844, -0.5147, -0.4450,  ..., -1.5604, -1.5430, -1.5953]]],\n",
            "\n",
            "\n",
            "        [[[-1.0562, -1.0390, -1.0219,  ..., -0.1143, -0.1486, -0.1828],\n",
            "          [-1.0390, -1.0219, -1.0048,  ..., -0.1143, -0.1314, -0.1657],\n",
            "          [-1.0219, -1.0048, -0.9705,  ..., -0.0972, -0.1143, -0.1314],\n",
            "          ...,\n",
            "          [-1.4500, -1.4500, -1.4500,  ..., -1.2445, -1.2445, -1.2445],\n",
            "          [-1.4672, -1.4672, -1.4843,  ..., -1.2445, -1.2445, -1.2445],\n",
            "          [-1.4843, -1.4843, -1.4843,  ..., -1.2445, -1.2445, -1.2445]],\n",
            "\n",
            "         [[-1.2654, -1.2654, -1.2479,  ..., -0.4251, -0.4601, -0.4951],\n",
            "          [-1.2654, -1.2479, -1.2304,  ..., -0.4076, -0.4426, -0.4776],\n",
            "          [-1.2479, -1.2304, -1.2304,  ..., -0.3725, -0.4251, -0.4426],\n",
            "          ...,\n",
            "          [-1.8431, -1.8431, -1.8431,  ..., -1.4580, -1.4580, -1.4580],\n",
            "          [-1.8431, -1.8431, -1.8431,  ..., -1.4580, -1.4580, -1.4580],\n",
            "          [-1.8431, -1.8431, -1.8431,  ..., -1.4580, -1.4580, -1.4580]],\n",
            "\n",
            "         [[-1.3339, -1.3339, -1.3164,  ..., -0.7413, -0.7761, -0.8110],\n",
            "          [-1.3339, -1.3164, -1.2990,  ..., -0.7238, -0.7587, -0.7936],\n",
            "          [-1.3164, -1.3164, -1.3164,  ..., -0.7064, -0.7413, -0.7587],\n",
            "          ...,\n",
            "          [-1.6302, -1.6302, -1.6302,  ..., -1.5953, -1.5953, -1.5953],\n",
            "          [-1.6127, -1.6127, -1.6127,  ..., -1.5779, -1.5779, -1.5779],\n",
            "          [-1.5953, -1.5953, -1.5953,  ..., -1.5779, -1.5779, -1.5779]]]])\n",
            "tensor([[[[ 2.1975,  2.1804,  2.1804,  ...,  2.0434,  2.1804,  2.1975],\n",
            "          [ 2.1804,  2.1462,  2.1462,  ...,  2.0434,  2.1804,  2.1975],\n",
            "          [ 2.1633,  2.1290,  2.1290,  ...,  2.0605,  2.1804,  2.1975],\n",
            "          ...,\n",
            "          [ 2.0263,  2.1290,  2.1975,  ...,  0.3652,  0.2282,  0.2282],\n",
            "          [ 1.9407,  2.1119,  2.1975,  ...,  0.3309,  0.2282,  0.1597],\n",
            "          [ 1.9407,  2.1462,  2.1975,  ...,  0.2282,  0.1939,  0.0056]],\n",
            "\n",
            "         [[ 2.3585,  2.3585,  2.3761,  ...,  2.2010,  2.3585,  2.3761],\n",
            "          [ 2.3410,  2.3410,  2.3410,  ...,  2.2010,  2.3585,  2.3761],\n",
            "          [ 2.3235,  2.3235,  2.3235,  ...,  2.2185,  2.3585,  2.3761],\n",
            "          ...,\n",
            "          [ 2.1835,  2.3060,  2.3936,  ...,  0.2577,  0.1176,  0.1176],\n",
            "          [ 2.0959,  2.2885,  2.3936,  ...,  0.2227,  0.1176,  0.0476],\n",
            "          [ 2.0784,  2.3235,  2.3936,  ...,  0.1001,  0.0826, -0.1450]],\n",
            "\n",
            "         [[ 2.6400,  2.6400,  2.6400,  ...,  2.3611,  2.5703,  2.6051],\n",
            "          [ 2.6400,  2.6226,  2.6226,  ...,  2.3611,  2.5703,  2.6051],\n",
            "          [ 2.6400,  2.6226,  2.6226,  ...,  2.3786,  2.5529,  2.5877],\n",
            "          ...,\n",
            "          [ 2.3437,  2.5006,  2.6226,  ...,  0.4614,  0.3219,  0.3219],\n",
            "          [ 2.2391,  2.4831,  2.6400,  ...,  0.4091,  0.3219,  0.2522],\n",
            "          [ 2.2217,  2.5180,  2.6226,  ...,  0.2696,  0.2871,  0.0779]]],\n",
            "\n",
            "\n",
            "        [[[-2.0665, -2.0837, -2.0837,  ..., -0.5596, -0.6794, -0.5767],\n",
            "          [-2.0152, -2.0665, -2.0837,  ..., -0.5424, -0.6109, -0.5424],\n",
            "          [-1.9980, -2.0665, -2.0837,  ..., -0.5424, -0.5938, -0.5082],\n",
            "          ...,\n",
            "          [-1.4672, -1.5528, -1.5357,  ..., -0.3198, -0.2856, -0.1828],\n",
            "          [-1.4672, -1.5699, -1.5357,  ..., -0.2856, -0.3027, -0.3198],\n",
            "          [-1.4672, -1.5699, -1.5357,  ..., -0.3369, -0.3198, -0.3541]],\n",
            "\n",
            "         [[-1.9832, -2.0007, -2.0007,  ..., -0.0924, -0.1450, -0.0049],\n",
            "          [-1.9307, -1.9832, -2.0007,  ..., -0.0399, -0.0399,  0.0476],\n",
            "          [-1.9307, -1.9832, -2.0007,  ..., -0.0049,  0.0126,  0.1001],\n",
            "          ...,\n",
            "          [-1.5105, -1.6155, -1.6506,  ..., -0.5126, -0.4776, -0.3901],\n",
            "          [-1.4930, -1.6331, -1.6506,  ..., -0.4601, -0.4776, -0.4776],\n",
            "          [-1.4930, -1.6331, -1.6506,  ..., -0.5126, -0.4951, -0.5126]],\n",
            "\n",
            "         [[-1.7173, -1.7347, -1.7347,  ...,  0.1825,  0.1476,  0.2696],\n",
            "          [-1.6650, -1.7173, -1.7347,  ...,  0.2348,  0.1999,  0.2871],\n",
            "          [-1.6650, -1.7173, -1.7347,  ...,  0.2522,  0.2348,  0.3219],\n",
            "          ...,\n",
            "          [-1.5256, -1.6476, -1.6824,  ..., -0.8284, -0.7936, -0.7587],\n",
            "          [-1.5081, -1.6476, -1.6824,  ..., -0.7587, -0.7761, -0.8284],\n",
            "          [-1.4907, -1.6476, -1.6824,  ..., -0.7936, -0.7587, -0.8633]]],\n",
            "\n",
            "\n",
            "        [[[-1.9295, -2.0152, -1.8268,  ..., -1.5528, -1.4672, -1.5357],\n",
            "          [-1.8953, -2.0152, -1.8782,  ..., -1.5185, -1.4158, -1.5185],\n",
            "          [-1.8953, -2.0323, -1.8953,  ..., -1.4500, -1.3987, -1.4672],\n",
            "          ...,\n",
            "          [ 0.4337,  0.5707,  0.7248,  ...,  0.9303,  0.8276,  0.7933],\n",
            "          [ 0.4679,  0.6049,  0.7933,  ...,  1.3242,  1.2214,  1.1015],\n",
            "          [ 0.4166,  0.4679,  0.7077,  ...,  1.4098,  1.3584,  1.2557]],\n",
            "\n",
            "         [[-1.8081, -1.9307, -1.7381,  ..., -1.5805, -1.5280, -1.5630],\n",
            "          [-1.7731, -1.9307, -1.7906,  ..., -1.5630, -1.4930, -1.5980],\n",
            "          [-1.8081, -1.9482, -1.8081,  ..., -1.5105, -1.5105, -1.5805],\n",
            "          ...,\n",
            "          [ 0.7129,  0.7829,  0.9580,  ...,  1.1681,  1.0105,  0.9930],\n",
            "          [ 0.7829,  0.8529,  1.1155,  ...,  1.4832,  1.3957,  1.3081],\n",
            "          [ 0.7479,  0.7829,  1.0280,  ...,  1.6057,  1.5532,  1.5182]],\n",
            "\n",
            "         [[-1.6302, -1.7347, -1.5430,  ..., -1.5604, -1.5256, -1.6302],\n",
            "          [-1.5430, -1.7173, -1.5953,  ..., -1.6476, -1.5256, -1.6302],\n",
            "          [-1.5256, -1.6999, -1.6127,  ..., -1.6650, -1.5604, -1.6302],\n",
            "          ...,\n",
            "          [ 1.0017,  1.0714,  1.2457,  ...,  1.1237,  0.9842,  1.0365],\n",
            "          [ 1.0365,  1.1237,  1.3677,  ...,  1.6640,  1.5768,  1.4897],\n",
            "          [ 1.0017,  1.0191,  1.2631,  ...,  1.8034,  1.7685,  1.6988]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-1.2103, -0.6794, -0.8678,  ..., -0.0801, -0.1143, -0.1657],\n",
            "          [-1.3302, -0.7822, -0.7479,  ..., -0.1657, -0.1143, -0.1657],\n",
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            "          ...,\n",
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            "          [-2.1008, -2.0665, -2.0837,  ..., -0.0972, -0.1657, -0.1657]],\n",
            "\n",
            "         [[-1.1429, -0.5301, -0.6527,  ..., -0.2500, -0.2675, -0.2675],\n",
            "          [-1.3004, -0.6702, -0.6001,  ..., -0.2325, -0.2500, -0.2500],\n",
            "          [-1.3880, -1.0203, -0.8803,  ..., -0.1975, -0.1800, -0.1800],\n",
            "          ...,\n",
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            "          [-2.0007, -1.9832, -2.0007,  ..., -0.0749, -0.1275, -0.1625],\n",
            "          [-2.0182, -1.9832, -2.0007,  ..., -0.0924, -0.1275, -0.1800]],\n",
            "\n",
            "         [[-1.0724, -0.6367, -0.8284,  ..., -0.1312, -0.1138, -0.1138],\n",
            "          [-1.1247, -0.7064, -0.7761,  ..., -0.1487, -0.1312, -0.1312],\n",
            "          [-1.1944, -0.9504, -0.9330,  ..., -0.0964, -0.0790, -0.0615],\n",
            "          ...,\n",
            "          [-1.7347, -1.7522, -1.7173,  ...,  0.1302,  0.0605,  0.0431],\n",
            "          [-1.7347, -1.7347, -1.7347,  ...,  0.0953,  0.0605,  0.0082],\n",
            "          [-1.7522, -1.7347, -1.7347,  ...,  0.0953,  0.0431, -0.0092]]],\n",
            "\n",
            "\n",
            "        [[[-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1008],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1008, -2.1008, -2.0837],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1008, -2.1008, -2.0837],\n",
            "          ...,\n",
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            "          [-2.1008, -2.1179, -2.1008,  ..., -2.1008, -2.1008, -2.1008],\n",
            "          [-2.0837, -2.1008, -2.1008,  ..., -2.1008, -2.0837, -2.0837]],\n",
            "\n",
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            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
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            "          ...,\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0182, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0007, -2.0182, -2.0357,  ..., -2.0357, -2.0357, -2.0357]],\n",
            "\n",
            "         [[-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.7696, -1.7522],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.7696, -1.7522],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.7696, -1.7522],\n",
            "          ...,\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.7870, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.7696, -1.7870, -1.8044,  ..., -1.8044, -1.7870, -1.7870]]],\n",
            "\n",
            "\n",
            "        [[[-1.7240, -1.7412, -1.7069,  ..., -1.7925, -1.7925, -1.7925],\n",
            "          [-1.7240, -1.7069, -1.7069,  ..., -1.7754, -1.7754, -1.7754],\n",
            "          [-1.6898, -1.6898, -1.7069,  ..., -1.7754, -1.7583, -1.7583],\n",
            "          ...,\n",
            "          [-1.8439, -1.9124, -1.9467,  ..., -1.8268, -1.7069, -1.7925],\n",
            "          [-1.8782, -1.9124, -1.9295,  ..., -1.8953, -1.8610, -1.8610],\n",
            "          [-1.8610, -1.8782, -1.8953,  ..., -1.9124, -1.9467, -1.8953]],\n",
            "\n",
            "         [[-1.3179, -1.3354, -1.3004,  ..., -1.4055, -1.4055, -1.4230],\n",
            "          [-1.3179, -1.3004, -1.3004,  ..., -1.3880, -1.4055, -1.4055],\n",
            "          [-1.2829, -1.2829, -1.3004,  ..., -1.3880, -1.3880, -1.4055],\n",
            "          ...,\n",
            "          [-1.6506, -1.7206, -1.7556,  ..., -1.6331, -1.5105, -1.5980],\n",
            "          [-1.6856, -1.7206, -1.7381,  ..., -1.7206, -1.7031, -1.7206],\n",
            "          [-1.6681, -1.6856, -1.7031,  ..., -1.7381, -1.7906, -1.7731]],\n",
            "\n",
            "         [[-1.0201, -1.0376, -1.0027,  ..., -1.0550, -1.0550, -1.0724],\n",
            "          [-1.0201, -1.0027, -1.0027,  ..., -1.0376, -1.0550, -1.0550],\n",
            "          [-0.9853, -0.9853, -1.0027,  ..., -1.0376, -1.0376, -1.0550],\n",
            "          ...,\n",
            "          [-1.4559, -1.5081, -1.5430,  ..., -1.5081, -1.4036, -1.5081],\n",
            "          [-1.4907, -1.5256, -1.5081,  ..., -1.5604, -1.5081, -1.5081],\n",
            "          [-1.4733, -1.4733, -1.4733,  ..., -1.5604, -1.5256, -1.4907]]]])\n",
            "tensor([[[[-0.6965, -0.5938, -0.5253,  ..., -1.5528, -1.5870, -1.6213],\n",
            "          [-0.8164, -0.7479, -0.7822,  ..., -1.5528, -1.5699, -1.6213],\n",
            "          [-0.7993, -0.6965, -0.7993,  ..., -1.5185, -1.5528, -1.6213],\n",
            "          ...,\n",
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            "          [-1.5870, -1.5870, -1.5870,  ..., -1.1932, -1.2103, -1.2959],\n",
            "          [-1.6042, -1.5699, -1.6042,  ..., -1.2103, -1.2103, -1.2788]],\n",
            "\n",
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            "          [-0.8277, -0.7927, -0.8627,  ..., -1.5105, -1.5280, -1.5805],\n",
            "          [-0.8102, -0.7227, -0.8627,  ..., -1.4755, -1.5105, -1.5805],\n",
            "          ...,\n",
            "          [-1.5280, -1.5455, -1.5455,  ..., -1.2829, -1.2829, -1.3704],\n",
            "          [-1.5630, -1.5630, -1.5630,  ..., -1.2654, -1.2654, -1.3529],\n",
            "          [-1.5805, -1.5455, -1.5805,  ..., -1.2829, -1.2654, -1.3354]],\n",
            "\n",
            "         [[-0.8633, -0.7587, -0.6890,  ..., -1.4384, -1.4384, -1.4733],\n",
            "          [-0.9853, -0.8981, -0.9504,  ..., -1.4384, -1.4384, -1.4733],\n",
            "          [-0.9504, -0.8284, -0.9504,  ..., -1.4036, -1.4036, -1.4733],\n",
            "          ...,\n",
            "          [-1.4559, -1.4733, -1.4733,  ..., -1.2990, -1.3164, -1.3513],\n",
            "          [-1.4907, -1.4907, -1.4907,  ..., -1.2641, -1.2816, -1.3339],\n",
            "          [-1.5081, -1.4733, -1.5081,  ..., -1.2641, -1.2816, -1.2990]]],\n",
            "\n",
            "\n",
            "        [[[ 0.3652,  0.3823,  0.3309,  ...,  1.2043,  1.7180,  1.8037],\n",
            "          [ 0.3652,  0.3994,  0.3823,  ..., -0.2513,  0.7419,  1.4440],\n",
            "          [ 0.3994,  0.3481,  0.2967,  ..., -0.3883, -0.1143,  1.2214],\n",
            "          ...,\n",
            "          [ 0.0741,  0.0569,  0.0398,  ...,  0.0056, -0.0458, -0.0287],\n",
            "          [ 0.0912,  0.0569,  0.0227,  ...,  0.1083,  0.1597,  0.1083],\n",
            "          [ 0.1426,  0.1083,  0.0741,  ..., -0.1828,  0.0056, -0.1657]],\n",
            "\n",
            "         [[-0.2850, -0.2500, -0.2850,  ...,  1.0630,  1.5707,  1.6408],\n",
            "          [-0.3025, -0.2500, -0.2325,  ..., -0.4951,  0.5203,  1.2556],\n",
            "          [-0.2850, -0.3025, -0.3375,  ..., -0.7227, -0.4076,  1.0105],\n",
            "          ...,\n",
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            "          [-0.0399, -0.0749, -0.1275,  ..., -0.9853, -0.8978, -0.8978],\n",
            "          [ 0.0126, -0.0224, -0.0749,  ..., -1.1779, -1.0028, -1.1604]],\n",
            "\n",
            "         [[-0.6890, -0.6367, -0.6367,  ...,  0.3568,  0.6531,  0.6356],\n",
            "          [-0.7238, -0.6541, -0.6018,  ..., -0.7238, -0.0267,  0.4439],\n",
            "          [-0.6715, -0.6890, -0.6715,  ..., -0.5495, -0.6193,  0.4091],\n",
            "          ...,\n",
            "          [-0.7587, -0.7936, -0.8110,  ..., -0.4275, -0.5670, -0.5844],\n",
            "          [-0.7413, -0.7761, -0.8110,  ..., -0.3055, -0.2358, -0.3055],\n",
            "          [-0.7587, -0.7761, -0.7761,  ..., -0.5147, -0.4275, -0.6715]]],\n",
            "\n",
            "\n",
            "        [[[-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          ...,\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179]],\n",
            "\n",
            "         [[-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          ...,\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357]],\n",
            "\n",
            "         [[-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          ...,\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 1.5125,  1.4954,  1.4612,  ...,  2.1633,  2.1633,  2.1633],\n",
            "          [ 1.5297,  1.4954,  1.4783,  ...,  2.1804,  2.1804,  2.1975],\n",
            "          [ 1.5468,  1.5468,  1.5297,  ...,  2.1804,  2.1804,  2.1975],\n",
            "          ...,\n",
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            "          [-0.5424, -0.5253, -0.5767,  ..., -0.7650, -0.7650, -0.1486],\n",
            "          [-0.7993, -0.7479, -0.8849,  ..., -0.5253, -0.7822, -0.1999]],\n",
            "\n",
            "         [[-0.1975, -0.2150, -0.2500,  ...,  2.4111,  2.4111,  2.4111],\n",
            "          [-0.2150, -0.2325, -0.2500,  ...,  2.3761,  2.3761,  2.3936],\n",
            "          [-0.2325, -0.2325, -0.2325,  ...,  2.3761,  2.3761,  2.3936],\n",
            "          ...,\n",
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            "          [-0.5476, -0.5126, -0.5476,  ..., -0.4251, -0.4076,  0.2402],\n",
            "          [-0.5301, -0.4776, -0.6176,  ..., -0.1800, -0.4076,  0.1877]],\n",
            "\n",
            "         [[-0.5670, -0.5495, -0.5321,  ...,  2.6400,  2.6400,  2.6400],\n",
            "          [-0.6018, -0.5844, -0.5670,  ...,  2.6226,  2.6226,  2.6400],\n",
            "          [-0.6541, -0.6367, -0.5844,  ...,  2.6226,  2.6226,  2.6400],\n",
            "          ...,\n",
            "          [ 0.1302,  0.2173,  0.1128,  ...,  0.2871,  0.3742,  0.6705],\n",
            "          [ 0.1302,  0.1999,  0.1999,  ...,  0.3568,  0.3568,  1.0017],\n",
            "          [ 0.1999,  0.3045,  0.1476,  ...,  0.6008,  0.3568,  0.9494]]],\n",
            "\n",
            "\n",
            "        [[[-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          ...,\n",
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            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179]],\n",
            "\n",
            "         [[-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          ...,\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357]],\n",
            "\n",
            "         [[-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          ...,\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044]]],\n",
            "\n",
            "\n",
            "        [[[-1.9467, -1.9295, -1.9295,  ...,  0.7762,  0.7933,  0.7419],\n",
            "          [-1.9467, -1.9295, -1.9295,  ...,  0.8447,  0.7933,  0.6906],\n",
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            "          ...,\n",
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            "          [-2.0665, -2.0494, -2.0665,  ...,  1.9920,  2.0263,  2.0434],\n",
            "          [-2.0665, -2.0494, -2.0665,  ...,  2.0263,  2.0434,  2.0605]],\n",
            "\n",
            "         [[-1.5455, -1.5280, -1.5105,  ...,  1.7108,  1.7458,  1.6933],\n",
            "          [-1.5455, -1.5105, -1.4930,  ...,  1.7633,  1.7283,  1.6408],\n",
            "          [-1.5280, -1.5105, -1.4930,  ...,  1.8508,  1.7108,  1.5882],\n",
            "          ...,\n",
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            "          [-1.9132, -1.8957, -1.9132,  ...,  2.4111,  2.4286,  2.4111],\n",
            "          [-1.9132, -1.8957, -1.9132,  ...,  2.4286,  2.4286,  2.4286]],\n",
            "\n",
            "         [[-1.3164, -1.2990, -1.2816,  ...,  1.4374,  1.4722,  1.4200],\n",
            "          [-1.3164, -1.2990, -1.2816,  ...,  1.5071,  1.4548,  1.3677],\n",
            "          [-1.2990, -1.2816, -1.2641,  ...,  1.5942,  1.4548,  1.3154],\n",
            "          ...,\n",
            "          [-1.6476, -1.6302, -1.6476,  ...,  2.0474,  2.0474,  2.0474],\n",
            "          [-1.6650, -1.6476, -1.6650,  ...,  2.0648,  2.0648,  2.0648],\n",
            "          [-1.6650, -1.6476, -1.6650,  ...,  2.0997,  2.0997,  2.0823]]]])\n",
            "tensor([[[[-0.8335, -0.7479, -0.8335,  ...,  1.0502,  0.9988,  0.8961],\n",
            "          [-0.9192, -0.8335, -0.7822,  ...,  1.0331,  1.1015,  1.1529],\n",
            "          [-0.9020, -0.7993, -0.9020,  ...,  0.9474,  0.9132,  0.9817],\n",
            "          ...,\n",
            "          [-1.4843, -1.2617, -0.8507,  ..., -0.9877, -1.5699, -1.5699],\n",
            "          [-1.2617, -1.1932, -1.0390,  ..., -1.1760, -1.6727, -1.6042],\n",
            "          [-0.9705, -0.8507, -0.7650,  ..., -1.4672, -1.7240, -1.6898]],\n",
            "\n",
            "         [[-1.1253, -1.1078, -1.0553,  ...,  1.2206,  1.1155,  1.0630],\n",
            "          [-1.2129, -1.2129, -1.1954,  ...,  1.2906,  1.3431,  1.3081],\n",
            "          [-1.3179, -1.3704, -1.2829,  ...,  1.1155,  1.1856,  1.2556],\n",
            "          ...,\n",
            "          [-1.5805, -1.4580, -1.1253,  ..., -1.2829, -1.6506, -1.6681],\n",
            "          [-1.4580, -1.2654, -1.2829,  ..., -1.5280, -1.6506, -1.6155],\n",
            "          [-1.3354, -1.1954, -1.1954,  ..., -1.7206, -1.7206, -1.6681]],\n",
            "\n",
            "         [[-1.3513, -1.3164, -1.2990,  ...,  1.4374,  1.3502,  1.2631],\n",
            "          [-1.4559, -1.3861, -1.3339,  ...,  1.4897,  1.5594,  1.5420],\n",
            "          [-1.4384, -1.4036, -1.4210,  ...,  1.2805,  1.3677,  1.5071],\n",
            "          ...,\n",
            "          [-1.4559, -1.3164, -1.1770,  ..., -1.2119, -1.4907, -1.5081],\n",
            "          [-1.3339, -1.2641, -1.2467,  ..., -1.3687, -1.4907, -1.4384],\n",
            "          [-1.2816, -1.1421, -1.2816,  ..., -1.5256, -1.5081, -1.4907]]],\n",
            "\n",
            "\n",
            "        [[[ 2.1975,  2.1975,  2.1975,  ...,  2.1804,  2.1804,  2.1804],\n",
            "          [ 2.1975,  2.1975,  2.1975,  ...,  2.1975,  2.1975,  2.1804],\n",
            "          [ 2.1975,  2.1975,  2.1975,  ...,  2.1975,  2.1975,  2.1975],\n",
            "          ...,\n",
            "          [ 2.2147,  2.2147,  2.2147,  ...,  2.1804,  2.1975,  2.2318],\n",
            "          [ 2.2147,  2.1975,  2.2147,  ...,  2.1975,  2.1975,  2.2318],\n",
            "          [ 2.2147,  2.2318,  2.2318,  ...,  2.2147,  2.2318,  2.2318]],\n",
            "\n",
            "         [[ 2.3761,  2.3761,  2.3761,  ...,  2.3585,  2.3585,  2.3585],\n",
            "          [ 2.3761,  2.3761,  2.3761,  ...,  2.3761,  2.3761,  2.3585],\n",
            "          [ 2.3761,  2.3761,  2.3761,  ...,  2.3761,  2.3761,  2.3761],\n",
            "          ...,\n",
            "          [ 2.3936,  2.3936,  2.3936,  ...,  2.3585,  2.3761,  2.3761],\n",
            "          [ 2.3936,  2.3761,  2.3936,  ...,  2.3761,  2.3761,  2.3761],\n",
            "          [ 2.3936,  2.4111,  2.4111,  ...,  2.3936,  2.4111,  2.3761]],\n",
            "\n",
            "         [[ 2.5877,  2.5877,  2.5877,  ...,  2.5703,  2.5703,  2.5703],\n",
            "          [ 2.6226,  2.6226,  2.6226,  ...,  2.5877,  2.5877,  2.5703],\n",
            "          [ 2.6226,  2.6226,  2.6226,  ...,  2.5877,  2.5877,  2.5877],\n",
            "          ...,\n",
            "          [ 2.6400,  2.6051,  2.5703,  ...,  2.6226,  2.5877,  2.6051],\n",
            "          [ 2.6400,  2.5877,  2.5703,  ...,  2.6226,  2.5877,  2.6051],\n",
            "          [ 2.6400,  2.6226,  2.5877,  ...,  2.6226,  2.6226,  2.6051]]],\n",
            "\n",
            "\n",
            "        [[[-1.9809, -1.9980, -1.9809,  ..., -1.9467, -1.8268, -1.8268],\n",
            "          [-1.9467, -1.9467, -1.9638,  ..., -1.7925, -1.8097, -1.8439],\n",
            "          [-1.9980, -1.9467, -1.9295,  ..., -1.7240, -1.8097, -1.8610],\n",
            "          ...,\n",
            "          [-0.6109, -0.6623, -0.6794,  ..., -0.8335, -0.7993, -0.8164],\n",
            "          [-0.6109, -0.6281, -0.6281,  ..., -0.8507, -0.7993, -0.9020],\n",
            "          [-0.5424, -0.6109, -0.5596,  ..., -0.7650, -0.7993, -0.8678]],\n",
            "\n",
            "         [[-1.8957, -1.8782, -1.8782,  ..., -1.8606, -1.8256, -1.8256],\n",
            "          [-1.8957, -1.8606, -1.8606,  ..., -1.7731, -1.8431, -1.8256],\n",
            "          [-1.8782, -1.8606, -1.8957,  ..., -1.7031, -1.8081, -1.8256],\n",
            "          ...,\n",
            "          [-0.7927, -0.7927, -0.7752,  ..., -0.8452, -0.8627, -0.8803],\n",
            "          [-0.8102, -0.7927, -0.7927,  ..., -0.8627, -0.8627, -0.8803],\n",
            "          [-0.7927, -0.7927, -0.7927,  ..., -0.8452, -0.8803, -0.9153]],\n",
            "\n",
            "         [[-1.6650, -1.6476, -1.6650,  ..., -1.6824, -1.6302, -1.6127],\n",
            "          [-1.6476, -1.6302, -1.6476,  ..., -1.5430, -1.6127, -1.5953],\n",
            "          [-1.6650, -1.6302, -1.6302,  ..., -1.4907, -1.5953, -1.6127],\n",
            "          ...,\n",
            "          [-0.6367, -0.7064, -0.8633,  ..., -0.9504, -0.8981, -0.9504],\n",
            "          [-0.7064, -0.6890, -0.6890,  ..., -0.7413, -0.8807, -0.8458],\n",
            "          [-0.6890, -0.6541, -0.6193,  ..., -0.8284, -0.8284, -0.8458]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 1.7865,  1.7865,  1.8037,  ...,  1.8550,  1.8550,  1.8550],\n",
            "          [ 1.7865,  1.7865,  1.8037,  ...,  1.8550,  1.8550,  1.8550],\n",
            "          [ 1.7865,  1.7865,  1.7865,  ...,  1.8550,  1.8550,  1.8550],\n",
            "          ...,\n",
            "          [-1.2103, -1.0390, -1.1932,  ..., -0.7822, -0.7993, -0.5253],\n",
            "          [-1.1247, -1.0048, -1.2959,  ..., -0.6281, -0.6623, -0.6965],\n",
            "          [-1.1589, -1.0904, -1.0048,  ..., -0.8849, -0.5767, -0.6109]],\n",
            "\n",
            "         [[ 2.1134,  2.1134,  2.1310,  ...,  2.1134,  2.1134,  2.1134],\n",
            "          [ 2.1134,  2.1134,  2.1310,  ...,  2.1134,  2.1134,  2.1134],\n",
            "          [ 2.1134,  2.1134,  2.1134,  ...,  2.1134,  2.1134,  2.1134],\n",
            "          ...,\n",
            "          [-0.7577, -0.5301, -0.7052,  ..., -0.2675, -0.3200, -0.0924],\n",
            "          [-0.7052, -0.4601, -0.7752,  ..., -0.1099, -0.1975, -0.3025],\n",
            "          [-0.7752, -0.5476, -0.4601,  ..., -0.3725, -0.1800, -0.2675]],\n",
            "\n",
            "         [[ 2.4483,  2.4483,  2.4657,  ...,  2.4308,  2.4308,  2.4308],\n",
            "          [ 2.4483,  2.4483,  2.4657,  ...,  2.4308,  2.4308,  2.4308],\n",
            "          [ 2.4657,  2.4831,  2.4831,  ...,  2.4308,  2.4308,  2.4308],\n",
            "          ...,\n",
            "          [-1.4733, -1.2467, -1.5953,  ..., -1.2467, -1.4036, -1.0027],\n",
            "          [-1.4559, -1.1770, -1.4733,  ..., -1.0550, -1.1770, -1.2467],\n",
            "          [-1.5604, -1.3339, -1.0724,  ..., -1.3513, -0.9504, -1.1247]]],\n",
            "\n",
            "\n",
            "        [[[ 0.5022,  0.5022,  0.5022,  ...,  0.4851,  0.4851,  0.4851],\n",
            "          [ 0.5022,  0.5022,  0.5022,  ...,  0.4851,  0.4851,  0.4851],\n",
            "          [ 0.5193,  0.5022,  0.5022,  ...,  0.4851,  0.4851,  0.4851],\n",
            "          ...,\n",
            "          [ 0.5193,  0.5193,  0.5193,  ...,  0.5364,  0.5364,  0.5364],\n",
            "          [ 0.5364,  0.5193,  0.5193,  ...,  0.5364,  0.5364,  0.5364],\n",
            "          [ 0.5536,  0.5364,  0.5193,  ...,  0.5364,  0.5536,  0.5536]],\n",
            "\n",
            "         [[ 0.6429,  0.6429,  0.6429,  ...,  0.6254,  0.6254,  0.6254],\n",
            "          [ 0.6429,  0.6429,  0.6429,  ...,  0.6254,  0.6254,  0.6254],\n",
            "          [ 0.6604,  0.6429,  0.6429,  ...,  0.6254,  0.6254,  0.6254],\n",
            "          ...,\n",
            "          [ 0.6604,  0.6604,  0.6604,  ...,  0.6429,  0.6429,  0.6429],\n",
            "          [ 0.6779,  0.6604,  0.6604,  ...,  0.6779,  0.6779,  0.6779],\n",
            "          [ 0.6954,  0.6779,  0.6604,  ...,  0.6779,  0.6954,  0.6954]],\n",
            "\n",
            "         [[ 0.8971,  0.8971,  0.8622,  ...,  0.8797,  0.8797,  0.8797],\n",
            "          [ 0.8971,  0.8971,  0.8622,  ...,  0.8797,  0.8797,  0.8797],\n",
            "          [ 0.9145,  0.8971,  0.8622,  ...,  0.8448,  0.8448,  0.8448],\n",
            "          ...,\n",
            "          [ 0.9145,  0.9145,  0.8797,  ...,  0.8797,  0.8797,  0.8797],\n",
            "          [ 0.9319,  0.9145,  0.8797,  ...,  0.8971,  0.8971,  0.8971],\n",
            "          [ 0.9494,  0.9319,  0.8797,  ...,  0.8971,  0.9145,  0.9145]]],\n",
            "\n",
            "\n",
            "        [[[ 0.5707,  0.5707,  0.5536,  ..., -1.1589, -1.1589, -1.1589],\n",
            "          [ 0.5878,  0.5878,  0.5878,  ..., -1.1075, -1.1247, -1.1418],\n",
            "          [ 0.6221,  0.6221,  0.6563,  ..., -1.1247, -1.1247, -1.1418],\n",
            "          ...,\n",
            "          [-1.6898, -1.5870, -1.6213,  ..., -1.4672, -1.3987, -1.3130],\n",
            "          [-1.7583, -1.7412, -1.6898,  ..., -1.4158, -1.3302, -1.2788],\n",
            "          [-1.8610, -1.8610, -1.8097,  ..., -1.3473, -1.3473, -1.3302]],\n",
            "\n",
            "         [[ 1.3606,  1.3606,  1.3431,  ..., -0.5826, -0.6001, -0.6352],\n",
            "          [ 1.3782,  1.3782,  1.3782,  ..., -0.5651, -0.6001, -0.6176],\n",
            "          [ 1.4132,  1.4132,  1.4482,  ..., -0.6001, -0.6001, -0.6176],\n",
            "          ...,\n",
            "          [-1.8081, -1.7206, -1.7556,  ..., -1.8081, -1.7906, -1.7556],\n",
            "          [-1.9132, -1.8782, -1.8081,  ..., -1.7731, -1.7206, -1.6856],\n",
            "          [-1.8957, -1.8782, -1.8782,  ..., -1.6856, -1.7031, -1.7381]],\n",
            "\n",
            "         [[ 1.8731,  1.8731,  1.8557,  ...,  0.4439,  0.4091,  0.3916],\n",
            "          [ 1.9254,  1.9080,  1.9080,  ...,  0.4439,  0.4265,  0.4091],\n",
            "          [ 1.9603,  1.9603,  1.9777,  ...,  0.4091,  0.4091,  0.3916],\n",
            "          ...,\n",
            "          [-1.6476, -1.5604, -1.5953,  ..., -1.6999, -1.6999, -1.6650],\n",
            "          [-1.6650, -1.6999, -1.6999,  ..., -1.7173, -1.6476, -1.5953],\n",
            "          [-1.6999, -1.7173, -1.7522,  ..., -1.6650, -1.6650, -1.6476]]]])\n",
            "tensor([[[[-0.2684, -0.2684, -0.2684,  ..., -0.2856, -0.2856, -0.2856],\n",
            "          [-0.2684, -0.2684, -0.2684,  ..., -0.2856, -0.2856, -0.2856],\n",
            "          [-0.2684, -0.2684, -0.2684,  ..., -0.2856, -0.2856, -0.2856],\n",
            "          ...,\n",
            "          [-0.4739, -0.4739, -0.4739,  ..., -0.4739, -0.4911, -0.4911],\n",
            "          [-0.4739, -0.4739, -0.4739,  ..., -0.4911, -0.4911, -0.5082],\n",
            "          [-0.4911, -0.4911, -0.4911,  ..., -0.5082, -0.4911, -0.4911]],\n",
            "\n",
            "         [[-0.1800, -0.1800, -0.1800,  ..., -0.1975, -0.1975, -0.1975],\n",
            "          [-0.1800, -0.1800, -0.1800,  ..., -0.1975, -0.1975, -0.1975],\n",
            "          [-0.1800, -0.1800, -0.1800,  ..., -0.1975, -0.1975, -0.1975],\n",
            "          ...,\n",
            "          [-0.3901, -0.3901, -0.3901,  ..., -0.3901, -0.4076, -0.4076],\n",
            "          [-0.3901, -0.3901, -0.3901,  ..., -0.4076, -0.4076, -0.4251],\n",
            "          [-0.4076, -0.4076, -0.4076,  ..., -0.4251, -0.4076, -0.4076]],\n",
            "\n",
            "         [[ 0.1302,  0.1302,  0.1302,  ...,  0.1128,  0.1128,  0.1128],\n",
            "          [ 0.1302,  0.1302,  0.0953,  ...,  0.1128,  0.1128,  0.1128],\n",
            "          [ 0.1302,  0.0953,  0.0953,  ...,  0.1128,  0.1128,  0.1128],\n",
            "          ...,\n",
            "          [-0.1487, -0.1487, -0.1487,  ..., -0.1487, -0.1487, -0.1661],\n",
            "          [-0.1487, -0.1487, -0.1487,  ..., -0.1661, -0.1661, -0.1835],\n",
            "          [-0.1661, -0.1661, -0.1661,  ..., -0.1661, -0.1661, -0.1661]]],\n",
            "\n",
            "\n",
            "        [[[-1.7583, -1.8097, -1.7925,  ...,  1.9749,  1.9407,  1.9749],\n",
            "          [-1.7240, -1.8268, -1.8268,  ...,  2.0092,  1.9749,  1.9920],\n",
            "          [-1.8097, -1.8610, -1.8782,  ...,  1.9749,  1.9578,  1.9749],\n",
            "          ...,\n",
            "          [ 2.2318,  2.2147,  2.2318,  ..., -1.6042, -1.7583, -1.8439],\n",
            "          [ 2.2318,  2.2318,  2.2318,  ..., -1.6213, -1.6555, -1.8097],\n",
            "          [ 2.2147,  2.2318,  2.2147,  ..., -1.6727, -1.5528, -1.6384]],\n",
            "\n",
            "         [[-1.7906, -1.8081, -1.7906,  ...,  2.1660,  2.1310,  2.1660],\n",
            "          [-1.7731, -1.8256, -1.8081,  ...,  2.1835,  2.1660,  2.1835],\n",
            "          [-1.8431, -1.8606, -1.8782,  ...,  2.1660,  2.1485,  2.1660],\n",
            "          ...,\n",
            "          [ 2.0259,  2.0084,  1.9909,  ..., -1.5280, -1.6856, -1.7556],\n",
            "          [ 1.9909,  1.9909,  1.9734,  ..., -1.5455, -1.5630, -1.7381],\n",
            "          [ 1.9909,  1.9909,  1.9734,  ..., -1.5980, -1.4755, -1.5630]],\n",
            "\n",
            "         [[-1.6476, -1.6476, -1.6302,  ...,  2.4483,  2.4134,  2.4483],\n",
            "          [-1.6127, -1.6476, -1.6476,  ...,  2.4831,  2.4483,  2.4657],\n",
            "          [-1.6824, -1.6824, -1.6999,  ...,  2.4483,  2.4308,  2.4483],\n",
            "          ...,\n",
            "          [-0.5670, -0.6193, -0.6018,  ..., -1.1944, -1.4036, -1.4907],\n",
            "          [-0.5495, -0.5495, -0.5495,  ..., -1.2119, -1.2467, -1.4559],\n",
            "          [-0.6193, -0.5670, -0.5495,  ..., -1.2641, -1.1596, -1.2816]]],\n",
            "\n",
            "\n",
            "        [[[ 0.8447,  0.9132,  1.0502,  ...,  0.6221,  0.5878,  0.5193],\n",
            "          [ 1.0673,  1.0502,  1.2043,  ...,  0.6221,  0.6049,  0.5536],\n",
            "          [ 1.1872,  1.2385,  1.3413,  ...,  0.6221,  0.6049,  0.5536],\n",
            "          ...,\n",
            "          [-0.2856, -0.2513, -0.3198,  ...,  0.3138,  0.2282,  0.1768],\n",
            "          [-0.2684, -0.3712, -0.4054,  ...,  0.3138,  0.2796,  0.1426],\n",
            "          [-0.2856, -0.3883, -0.3198,  ...,  0.2967,  0.2796,  0.1939]],\n",
            "\n",
            "         [[-0.4076, -0.3725, -0.2325,  ...,  0.7654,  0.6779,  0.6078],\n",
            "          [-0.2325, -0.2500, -0.0924,  ...,  0.7829,  0.7304,  0.6604],\n",
            "          [-0.1625, -0.1099, -0.0224,  ...,  0.8354,  0.7654,  0.6779],\n",
            "          ...,\n",
            "          [-0.6527, -0.6352, -0.7052,  ...,  0.4328,  0.3452,  0.2577],\n",
            "          [-0.5826, -0.7402, -0.7752,  ...,  0.3978,  0.3627,  0.2227],\n",
            "          [-0.6527, -0.7752, -0.7052,  ...,  0.3277,  0.3102,  0.2402]],\n",
            "\n",
            "         [[-1.3687, -1.2816, -1.2990,  ...,  0.3742,  0.3393,  0.2871],\n",
            "          [-1.2816, -1.3164, -1.1944,  ...,  0.3393,  0.3393,  0.3045],\n",
            "          [-1.1770, -1.1944, -1.0898,  ...,  0.3219,  0.3045,  0.3045],\n",
            "          ...,\n",
            "          [-0.5147, -0.5495, -0.6367,  ...,  0.5311,  0.4265,  0.3393],\n",
            "          [-0.4798, -0.6193, -0.6715,  ...,  0.6356,  0.5834,  0.4265],\n",
            "          [-0.5495, -0.6367, -0.5495,  ...,  0.6356,  0.6182,  0.4962]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-1.7754, -1.4158, -1.1418,  ...,  0.8447,  0.8447,  0.6906],\n",
            "          [-1.7240, -1.3987, -1.1589,  ...,  0.3481,  1.1015,  0.9646],\n",
            "          [-1.7583, -1.3987, -1.1075,  ...,  0.3309,  1.0844,  0.8789],\n",
            "          ...,\n",
            "          [-1.5357, -1.5185, -1.5870,  ..., -1.6213, -1.6042, -1.6042],\n",
            "          [-1.6555, -1.6042, -1.5528,  ..., -1.6042, -1.5870, -1.5699],\n",
            "          [-1.6555, -1.6213, -1.5699,  ..., -1.5870, -1.5528, -1.5357]],\n",
            "\n",
            "         [[-1.4405, -0.8102, -0.4251,  ...,  1.6057,  1.4307,  1.3606],\n",
            "          [-1.4055, -0.7927, -0.4426,  ...,  1.1506,  1.7458,  1.6758],\n",
            "          [-1.4230, -0.8102, -0.4076,  ...,  1.1856,  1.7983,  1.6583],\n",
            "          ...,\n",
            "          [-1.3179, -1.3004, -1.3880,  ..., -1.3704, -1.3529, -1.3354],\n",
            "          [-1.4930, -1.4405, -1.3704,  ..., -1.3529, -1.3354, -1.3179],\n",
            "          [-1.5455, -1.4755, -1.4230,  ..., -1.3354, -1.3179, -1.3179]],\n",
            "\n",
            "         [[-0.7064,  0.2173,  0.6182,  ...,  2.0648,  1.9428,  1.8905],\n",
            "          [-0.6715,  0.1651,  0.6008,  ...,  1.6465,  2.1171,  2.0125],\n",
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            "          ...,\n",
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            "          [-1.2293, -1.1770, -1.0898,  ..., -0.6367, -0.6193, -0.6018],\n",
            "          [-1.2119, -1.1421, -1.0898,  ..., -0.5844, -0.5844, -0.5844]]],\n",
            "\n",
            "\n",
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            "          [-0.1486, -0.2684, -0.3541,  ...,  1.8379,  1.1700,  1.1529],\n",
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            "          ...,\n",
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            "          [ 0.9474,  0.9303,  0.8961,  ..., -0.3369, -0.2856, -0.3198]],\n",
            "\n",
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            "          [-0.0749, -0.2500, -0.3550,  ...,  1.8859,  1.2206,  1.3782],\n",
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            "          ...,\n",
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            "          [ 0.7654,  0.9755,  1.0630,  ..., -0.1450, -0.1450, -0.1450],\n",
            "          [ 1.0455,  1.0105,  0.9580,  ..., -0.1800, -0.1099, -0.1099]],\n",
            "\n",
            "         [[ 0.7576,  0.6356,  0.5659,  ...,  2.1694,  1.6988,  1.8383],\n",
            "          [ 0.7228,  0.5834,  0.5136,  ...,  2.0474,  1.7337,  1.9428],\n",
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            "          ...,\n",
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            "          [ 1.0888,  1.0714,  1.0017,  ..., -0.3578, -0.4275, -0.6193]]],\n",
            "\n",
            "\n",
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            "          [-1.2617, -1.1760, -1.1589,  ..., -0.4226, -0.4226, -0.5082],\n",
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            "          ...,\n",
            "          [ 0.8961,  1.1872,  0.0912,  ...,  0.9303,  0.7762,  0.3481],\n",
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            "          [ 0.8276,  0.0056, -0.1314,  ...,  0.8447,  0.8618,  0.4337]],\n",
            "\n",
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            "          [-1.5980, -1.5455, -1.5455,  ..., -0.0924, -0.0224, -0.0924],\n",
            "          [-1.1954, -1.3529, -1.4580,  ...,  0.2052,  0.3978,  0.6779],\n",
            "          ...,\n",
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            "          [ 1.8508,  0.8004, -0.2675,  ...,  0.0476,  0.5553,  0.4853],\n",
            "          [ 0.9055,  0.0126, -0.3025,  ...,  0.5728,  0.6429,  0.1702]],\n",
            "\n",
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            "          [-0.5147, -0.4973, -0.5321,  ...,  0.1999,  0.3916,  0.4091],\n",
            "          [-0.0267, -0.2010, -0.3230,  ...,  0.7751,  1.1237,  1.5942],\n",
            "          ...,\n",
            "          [ 1.2631,  1.4548,  0.2522,  ...,  0.4788,  0.5659,  0.5311],\n",
            "          [ 1.9080,  0.9842,  0.1302,  ...,  0.1825,  0.7576,  0.8274],\n",
            "          [ 1.1411,  0.2696,  0.0605,  ...,  0.7751,  0.8971,  0.4265]]]])\n",
            "tensor([[[[-2.0837, -2.0323, -2.0152,  ..., -1.3473, -1.3302, -1.3302],\n",
            "          [-2.0665, -2.0494, -2.0152,  ..., -1.3302, -1.3130, -1.3302],\n",
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            "          [-0.5253, -0.5253, -0.5082,  ..., -0.5938, -0.5938, -0.6452]],\n",
            "\n",
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            "          [-2.0357, -2.0357, -2.0182,  ..., -1.5630, -1.5455, -1.5630],\n",
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            "          [-0.5826, -0.5301, -0.4951,  ..., -0.7227, -0.7227, -0.7752]],\n",
            "\n",
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            "          [-1.7696, -1.7870, -1.7522,  ..., -1.5953, -1.5779, -1.5953],\n",
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            "          [-0.8284, -0.8284, -0.8284,  ..., -0.9504, -0.9330, -0.9678]]],\n",
            "\n",
            "\n",
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            "          [ 0.1597,  0.1768,  0.1083,  ...,  0.3994,  0.4508,  0.3652],\n",
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            "          ...,\n",
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            "          [ 0.5536,  0.3652,  0.3994,  ...,  0.6221,  0.6563,  0.5364],\n",
            "          [ 0.5364,  0.4679,  0.6392,  ...,  0.8276,  0.6734,  0.6221]],\n",
            "\n",
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            "          [ 0.7129,  0.7304,  0.6954,  ...,  0.8004,  0.8354,  0.7479],\n",
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            "          ...,\n",
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            "          [ 0.6429,  0.5903,  0.7829,  ...,  1.0105,  0.8529,  0.8004]],\n",
            "\n",
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            "          [-0.3230, -0.3055, -0.3578,  ...,  0.0256,  0.0431, -0.0267],\n",
            "          [-0.4450, -0.4450, -0.4275,  ..., -0.0790, -0.0441, -0.0964],\n",
            "          ...,\n",
            "          [ 0.6182,  0.6705,  0.6008,  ...,  0.9668,  0.9494,  0.8622],\n",
            "          [ 0.8274,  0.6705,  0.7228,  ...,  1.0017,  1.0365,  0.9145],\n",
            "          [ 0.8622,  0.8099,  1.0017,  ...,  1.2108,  1.0539,  1.0017]]],\n",
            "\n",
            "\n",
            "        [[[-1.8953, -1.8610, -1.8439,  ..., -1.0390, -0.9877, -1.0219],\n",
            "          [-1.8610, -1.8439, -1.8439,  ..., -1.0562, -0.9877, -1.0219],\n",
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            "          ...,\n",
            "          [-1.5699, -1.5699, -1.5699,  ..., -1.3644, -1.2617, -1.2959],\n",
            "          [-1.5870, -1.5699, -1.5870,  ..., -1.3644, -1.3644, -1.3815],\n",
            "          [-1.6213, -1.6042, -1.6042,  ..., -1.3473, -1.4500, -1.3987]],\n",
            "\n",
            "         [[-1.8081, -1.7731, -1.7556,  ..., -0.9678, -0.9153, -0.9503],\n",
            "          [-1.7731, -1.7556, -1.7556,  ..., -0.9853, -0.9153, -0.9503],\n",
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            "          ...,\n",
            "          [-1.5105, -1.5105, -1.5105,  ..., -1.3004, -1.1954, -1.2304],\n",
            "          [-1.5280, -1.5105, -1.5280,  ..., -1.3004, -1.3004, -1.3179],\n",
            "          [-1.5630, -1.5455, -1.5455,  ..., -1.2829, -1.3880, -1.3354]],\n",
            "\n",
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            "          [-1.5430, -1.5256, -1.5256,  ..., -0.7413, -0.6715, -0.7064],\n",
            "          [-1.5256, -1.5081, -1.5081,  ..., -0.6018, -0.5147, -0.6018],\n",
            "          ...,\n",
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            "          [-1.3164, -1.2990, -1.2990,  ..., -1.0027, -1.1073, -1.0550]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 0.7248,  0.7077,  0.7077,  ..., -1.5357, -1.5357, -1.5357],\n",
            "          [ 0.7248,  0.7077,  0.7077,  ..., -1.5014, -1.5185, -1.5185],\n",
            "          [ 0.7248,  0.7248,  0.7248,  ..., -1.5357, -1.5357, -1.5014],\n",
            "          ...,\n",
            "          [ 1.8893,  1.8893,  1.9235,  ..., -1.7412, -1.7754, -1.7583],\n",
            "          [ 1.7009,  1.7694,  1.8379,  ..., -1.7583, -1.7754, -1.7925],\n",
            "          [ 1.5468,  1.6153,  1.6667,  ..., -1.7754, -1.7754, -1.8097]],\n",
            "\n",
            "         [[ 1.8859,  1.8859,  1.8859,  ..., -1.2829, -1.2829, -1.2829],\n",
            "          [ 1.9034,  1.8859,  1.8859,  ..., -1.2479, -1.2654, -1.2654],\n",
            "          [ 1.9034,  1.9034,  1.9034,  ..., -1.2654, -1.2654, -1.2654],\n",
            "          ...,\n",
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            "          [ 1.7983,  1.8683,  1.9384,  ..., -1.7731, -1.7556, -1.7556],\n",
            "          [ 1.6408,  1.7108,  1.7633,  ..., -1.7906, -1.7731, -1.7731]],\n",
            "\n",
            "         [[ 2.2043,  2.2043,  2.2043,  ..., -0.8981, -0.8981, -0.8981],\n",
            "          [ 2.2217,  2.2391,  2.2217,  ..., -0.8633, -0.8807, -0.8807],\n",
            "          [ 2.2566,  2.2566,  2.2566,  ..., -0.8807, -0.8807, -0.8633],\n",
            "          ...,\n",
            "          [ 1.7685,  1.7685,  1.8034,  ..., -1.3513, -1.3339, -1.3164],\n",
            "          [ 1.5768,  1.6465,  1.7337,  ..., -1.3687, -1.3687, -1.3687],\n",
            "          [ 1.4374,  1.5245,  1.5942,  ..., -1.3861, -1.4036, -1.4036]]],\n",
            "\n",
            "\n",
            "        [[[ 1.8893,  1.9920,  2.0605,  ...,  0.8276,  0.7419,  0.5536],\n",
            "          [ 1.9749,  2.0434,  2.0605,  ...,  0.9132,  0.9303,  0.7933],\n",
            "          [ 2.0434,  2.0434,  2.0263,  ...,  0.9132,  1.0673,  0.9646],\n",
            "          ...,\n",
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            "          [ 0.9817,  0.9646,  0.8447,  ..., -0.0629, -0.2856, -0.1999],\n",
            "          [ 0.7077,  0.6221,  0.5878,  ..., -0.6965, -0.6452, -0.3883]],\n",
            "\n",
            "         [[ 2.3761,  2.3936,  2.4111,  ...,  0.8179,  0.7304,  0.6078],\n",
            "          [ 2.3761,  2.3936,  2.4111,  ...,  0.8529,  0.8529,  0.7829],\n",
            "          [ 2.3936,  2.4111,  2.3936,  ...,  0.8529,  0.9055,  0.8179],\n",
            "          ...,\n",
            "          [ 1.3957,  1.3606,  1.3606,  ..., -0.1099, -0.0399,  0.0301],\n",
            "          [ 1.4832,  1.4657,  1.3256,  ...,  0.0826, -0.1625, -0.0924],\n",
            "          [ 1.2206,  1.1331,  1.0805,  ..., -0.5651, -0.5301, -0.2500]],\n",
            "\n",
            "         [[ 2.6226,  2.6226,  2.6051,  ...,  0.7751,  0.6008,  0.3742],\n",
            "          [ 2.6051,  2.6226,  2.6051,  ...,  0.8797,  0.8448,  0.6705],\n",
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            "          ...,\n",
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            "          [ 2.2217,  2.1868,  2.0648,  ...,  0.3045,  0.0431,  0.1302],\n",
            "          [ 2.1520,  2.0125,  1.9951,  ..., -0.4275, -0.3753, -0.0964]]],\n",
            "\n",
            "\n",
            "        [[[-0.8849, -0.8849, -0.9020,  ..., -1.4158, -1.4158, -1.4158],\n",
            "          [-0.9020, -0.9020, -0.9020,  ..., -1.4329, -1.4158, -1.4329],\n",
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            "          ...,\n",
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            "          [-0.9705, -0.8164, -0.8507,  ..., -1.7754, -1.7925, -1.7925]],\n",
            "\n",
            "         [[ 0.8704,  0.8704,  0.8704,  ..., -1.2654, -1.2654, -1.2654],\n",
            "          [ 0.8880,  0.8880,  0.8704,  ..., -1.2829, -1.2654, -1.2829],\n",
            "          [ 0.9580,  0.9405,  0.9405,  ..., -1.3004, -1.2829, -1.3004],\n",
            "          ...,\n",
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            "          [-0.9678, -0.9503, -1.0028,  ..., -1.6155, -1.5980, -1.5980],\n",
            "          [-1.0028, -0.8978, -1.0378,  ..., -1.6155, -1.6331, -1.6331]],\n",
            "\n",
            "         [[ 2.0300,  2.0300,  2.0125,  ..., -1.5256, -1.5430, -1.5430],\n",
            "          [ 1.9951,  1.9951,  1.9777,  ..., -1.5256, -1.5256, -1.5604],\n",
            "          [ 2.0300,  2.0125,  2.0300,  ..., -1.5256, -1.5256, -1.5779],\n",
            "          ...,\n",
            "          [-1.4733, -1.5430, -1.5430,  ..., -1.7173, -1.6999, -1.6999],\n",
            "          [-1.4907, -1.4907, -1.5256,  ..., -1.6824, -1.6824, -1.6999],\n",
            "          [-1.5779, -1.4733, -1.5430,  ..., -1.6476, -1.6824, -1.6999]]]])\n",
            "tensor([[[[ 0.3481,  0.3309,  0.3652,  ..., -1.7069, -1.7240, -1.7069],\n",
            "          [ 0.5022,  0.3481,  0.4679,  ..., -1.7069, -1.7069, -1.7069],\n",
            "          [ 1.0159,  0.4851,  0.5536,  ..., -1.6727, -1.7069, -1.6898],\n",
            "          ...,\n",
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            "          [-1.5699, -1.5699, -1.5699,  ..., -1.7925, -1.8097, -1.8268]],\n",
            "\n",
            "         [[-0.8978, -0.8627, -0.8627,  ..., -1.6506, -1.6681, -1.6506],\n",
            "          [-0.8978, -0.8627, -0.8627,  ..., -1.6506, -1.6506, -1.6506],\n",
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            "          ...,\n",
            "          [-1.6681, -1.6681, -1.6681,  ..., -1.7031, -1.7206, -1.7381],\n",
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            "          [-1.6681, -1.6681, -1.6681,  ..., -1.7381, -1.7381, -1.7556]],\n",
            "\n",
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            "          [-0.8633, -0.7064, -0.7238,  ..., -1.2293, -1.2293, -1.2293],\n",
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            "          ...,\n",
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            "          [-1.2990, -1.2990, -1.2990,  ..., -1.3339, -1.3687, -1.3861]]],\n",
            "\n",
            "\n",
            "        [[[-1.3815, -1.4843, -1.5357,  ..., -0.9877, -1.0048, -1.2103],\n",
            "          [-1.6555, -1.6555, -1.7069,  ..., -0.9020, -1.0390, -1.2788],\n",
            "          [-1.6727, -1.7754, -1.8268,  ..., -0.7650, -1.1589, -1.3130],\n",
            "          ...,\n",
            "          [-0.1828, -0.2171,  0.1426,  ..., -1.2274, -1.3130, -1.1932],\n",
            "          [-0.3541, -0.1314,  0.1768,  ..., -1.2959, -1.7069, -1.4500],\n",
            "          [-0.2171,  0.0912,  0.4166,  ..., -1.5185, -1.8439, -1.4843]],\n",
            "\n",
            "         [[-1.0378, -1.2129, -1.1954,  ..., -0.8803, -0.8452, -1.0728],\n",
            "          [-1.4055, -1.3529, -1.4580,  ..., -0.7577, -0.8803, -1.0903],\n",
            "          [-1.4580, -1.4755, -1.6856,  ..., -0.7227, -1.0553, -1.1954],\n",
            "          ...,\n",
            "          [-0.8803, -0.8978, -0.5651,  ..., -0.9678, -1.1078, -0.9853],\n",
            "          [-0.9853, -0.8277, -0.6352,  ..., -1.0028, -1.5280, -1.2829],\n",
            "          [-0.9328, -0.6352, -0.2675,  ..., -1.2654, -1.6856, -1.3004]],\n",
            "\n",
            "         [[-1.6824, -1.6650, -1.5779,  ..., -1.0027, -0.8981, -1.2816],\n",
            "          [-1.7173, -1.7522, -1.6650,  ..., -1.0724, -0.8981, -1.2467],\n",
            "          [-1.7696, -1.7173, -1.7522,  ..., -1.0724, -1.0027, -1.2119],\n",
            "          ...,\n",
            "          [-1.0898, -1.1944, -0.9678,  ..., -0.8807, -1.1247, -0.8807],\n",
            "          [-1.2119, -1.0724, -1.1247,  ..., -1.0550, -1.5604, -1.2119],\n",
            "          [-1.2467, -0.9678, -0.7238,  ..., -1.3687, -1.6476, -1.2641]]],\n",
            "\n",
            "\n",
            "        [[[ 1.3070,  1.2899,  1.2899,  ...,  1.6495,  1.6495,  1.5982],\n",
            "          [ 1.3413,  1.3927,  1.3584,  ...,  1.3070,  1.2728,  1.2385],\n",
            "          [ 1.4098,  1.4269,  1.4440,  ...,  1.2728,  1.2557,  1.1872],\n",
            "          ...,\n",
            "          [-0.4397, -0.0287,  0.9988,  ...,  0.8618,  0.8447,  0.8104],\n",
            "          [-0.9534,  0.0569,  0.8447,  ...,  0.7933,  0.7762,  0.7248],\n",
            "          [-0.8164, -0.1143,  0.6049,  ...,  0.8618,  0.8276,  0.8276]],\n",
            "\n",
            "         [[ 1.5532,  1.5007,  1.5532,  ...,  1.5182,  1.5007,  1.4657],\n",
            "          [ 1.6933,  1.7108,  1.6933,  ...,  1.4482,  1.4307,  1.3957],\n",
            "          [ 1.7633,  1.7633,  1.7808,  ...,  1.5357,  1.5182,  1.4832],\n",
            "          ...,\n",
            "          [-0.2675, -0.0574,  0.5028,  ...,  0.5378,  0.5553,  0.5378],\n",
            "          [-0.9503, -0.3375,  0.3277,  ...,  0.5553,  0.5553,  0.5203],\n",
            "          [-0.7402, -0.3901,  0.2227,  ...,  0.5553,  0.4853,  0.5028]],\n",
            "\n",
            "         [[ 1.8905,  1.8383,  1.8731,  ...,  1.4722,  1.4722,  1.4374],\n",
            "          [ 2.0125,  2.0125,  1.9951,  ...,  1.7163,  1.6814,  1.6640],\n",
            "          [ 2.0823,  2.0997,  2.1171,  ...,  1.8557,  1.8557,  1.8208],\n",
            "          ...,\n",
            "          [-0.1138,  0.0256,  0.3219,  ...,  0.5136,  0.4962,  0.4439],\n",
            "          [-0.9330, -0.5670, -0.0267,  ...,  0.4614,  0.4614,  0.4439],\n",
            "          [-0.5495, -0.3055,  0.1128,  ...,  0.4439,  0.3916,  0.3916]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 1.8893,  1.9235,  1.9578,  ...,  1.9749,  1.9749,  1.9749],\n",
            "          [ 1.8893,  1.9235,  1.9578,  ...,  1.9749,  1.9920,  1.9920],\n",
            "          [ 1.8893,  1.8893,  1.9407,  ...,  1.9920,  1.9920,  1.9920],\n",
            "          ...,\n",
            "          [-0.9534, -0.9705, -1.0048,  ..., -0.8849, -1.0048, -1.0219],\n",
            "          [-0.8849, -0.7650, -0.8507,  ..., -0.9877, -1.0390, -1.0904],\n",
            "          [-0.8335, -0.7308, -0.7993,  ..., -1.0562, -0.9705, -1.0219]],\n",
            "\n",
            "         [[ 1.1331,  1.1506,  1.2031,  ...,  1.4132,  1.4132,  1.4132],\n",
            "          [ 1.1331,  1.1506,  1.2206,  ...,  1.4132,  1.4307,  1.4307],\n",
            "          [ 1.0805,  1.1155,  1.2031,  ...,  1.4307,  1.4307,  1.4307],\n",
            "          ...,\n",
            "          [-0.6527, -0.6877, -0.7227,  ..., -0.6352, -0.7577, -0.7752],\n",
            "          [-0.6001, -0.4776, -0.5826,  ..., -0.7402, -0.7927, -0.8452],\n",
            "          [-0.5651, -0.4601, -0.5301,  ..., -0.8102, -0.7227, -0.7752]],\n",
            "\n",
            "         [[ 0.4788,  0.5485,  0.6008,  ...,  1.1934,  1.1934,  1.1934],\n",
            "          [ 0.4788,  0.5485,  0.6008,  ...,  1.1934,  1.2108,  1.2108],\n",
            "          [ 0.4439,  0.4962,  0.5834,  ...,  1.2108,  1.2108,  1.2108],\n",
            "          ...,\n",
            "          [-1.5604, -1.6127, -1.6302,  ..., -1.4384, -1.5604, -1.5779],\n",
            "          [-1.5256, -1.3861, -1.4907,  ..., -1.5256, -1.5953, -1.6302],\n",
            "          [-1.4733, -1.3687, -1.4384,  ..., -1.5779, -1.5081, -1.5604]]],\n",
            "\n",
            "\n",
            "        [[[-0.6794, -0.6452, -0.6109,  ..., -1.0219, -1.0219, -1.0390],\n",
            "          [-0.6965, -0.7650, -0.7308,  ..., -1.0390, -1.0390, -1.0390],\n",
            "          [-0.7308, -0.7308, -0.7822,  ..., -1.0562, -1.0562, -1.0562],\n",
            "          ...,\n",
            "          [ 0.0569,  0.0398,  0.1083,  ..., -1.7583, -1.7925, -1.7754],\n",
            "          [ 0.2453,  0.3481,  0.3652,  ..., -1.7754, -1.7754, -1.7754],\n",
            "          [ 0.3138,  0.3138,  0.2967,  ..., -1.8097, -1.8097, -1.8097]],\n",
            "\n",
            "         [[-0.9328, -0.9328, -0.9678,  ..., -1.2479, -1.2479, -1.2129],\n",
            "          [-1.0553, -1.0028, -0.9853,  ..., -1.2829, -1.2654, -1.2479],\n",
            "          [-1.0378, -1.0553, -1.0028,  ..., -1.2304, -1.2129, -1.2129],\n",
            "          ...,\n",
            "          [ 0.1001,  0.0826,  0.1527,  ..., -1.7206, -1.7206, -1.6856],\n",
            "          [ 0.3102,  0.4153,  0.4153,  ..., -1.6856, -1.6856, -1.6681],\n",
            "          [ 0.4153,  0.3978,  0.3452,  ..., -1.6506, -1.6681, -1.6681]],\n",
            "\n",
            "         [[-1.7347, -1.7347, -1.7522,  ..., -1.7870, -1.7696, -1.7870],\n",
            "          [-1.7696, -1.7696, -1.7522,  ..., -1.7870, -1.7696, -1.7696],\n",
            "          [-1.7522, -1.7696, -1.7696,  ..., -1.7696, -1.7870, -1.8044],\n",
            "          ...,\n",
            "          [-1.7522, -1.7870, -1.7522,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.7522, -1.7522, -1.7347,  ..., -1.8044, -1.7870, -1.7870],\n",
            "          [-1.7696, -1.7522, -1.7522,  ..., -1.7870, -1.7870, -1.8044]]],\n",
            "\n",
            "\n",
            "        [[[-0.4397, -0.4397, -0.4911,  ..., -0.4739, -0.4397, -0.4397],\n",
            "          [-0.4568, -0.4739, -0.4739,  ..., -0.4739, -0.4568, -0.4397],\n",
            "          [-0.4568, -0.4739, -0.4568,  ..., -0.4397, -0.4568, -0.4568],\n",
            "          ...,\n",
            "          [-0.4397, -0.4568, -0.4226,  ..., -0.4568, -0.4568, -0.4568],\n",
            "          [-0.4397, -0.4568, -0.4739,  ..., -0.4568, -0.4739, -0.4568],\n",
            "          [-0.4568, -0.4739, -0.4568,  ..., -0.4397, -0.4397, -0.4568]],\n",
            "\n",
            "         [[-0.2325, -0.2325, -0.2850,  ..., -0.2850, -0.2325, -0.2325],\n",
            "          [-0.2500, -0.2675, -0.2675,  ..., -0.2675, -0.2500, -0.2325],\n",
            "          [-0.2675, -0.2675, -0.2500,  ..., -0.2500, -0.2500, -0.2500],\n",
            "          ...,\n",
            "          [-0.2500, -0.2675, -0.2325,  ..., -0.2500, -0.2675, -0.2675],\n",
            "          [-0.2500, -0.2675, -0.2850,  ..., -0.2500, -0.2850, -0.2675],\n",
            "          [-0.2675, -0.2850, -0.2675,  ..., -0.2325, -0.2500, -0.2675]],\n",
            "\n",
            "         [[ 0.3742,  0.3742,  0.3219,  ...,  0.3568,  0.3742,  0.3742],\n",
            "          [ 0.3568,  0.3393,  0.3393,  ...,  0.3742,  0.3742,  0.3742],\n",
            "          [ 0.3568,  0.3393,  0.3568,  ...,  0.4091,  0.3568,  0.3568],\n",
            "          ...,\n",
            "          [ 0.4091,  0.3916,  0.4091,  ...,  0.3742,  0.3916,  0.3916],\n",
            "          [ 0.4091,  0.3916,  0.3742,  ...,  0.3568,  0.3568,  0.3916],\n",
            "          [ 0.3916,  0.3742,  0.3916,  ...,  0.3742,  0.3916,  0.3916]]]])\n",
            "tensor([[[[-0.0801, -0.0972, -0.0629,  ..., -0.1143, -0.1486, -0.1314],\n",
            "          [-0.0972, -0.0629, -0.0287,  ..., -0.0801, -0.1143, -0.1314],\n",
            "          [-0.0801, -0.0458, -0.0287,  ..., -0.0801, -0.0801, -0.0801],\n",
            "          ...,\n",
            "          [-0.0801, -0.0629, -0.0287,  ...,  0.0912,  0.1083,  0.1083],\n",
            "          [-0.0801, -0.0629, -0.0629,  ...,  0.0569,  0.0569,  0.0569],\n",
            "          [-0.0801, -0.0972, -0.0801,  ..., -0.2342, -0.1486, -0.1314]],\n",
            "\n",
            "         [[-1.2129, -1.2304, -1.2304,  ..., -1.2129, -1.1954, -1.1429],\n",
            "          [-1.2304, -1.2304, -1.2129,  ..., -1.1954, -1.1954, -1.1779],\n",
            "          [-1.2129, -1.2304, -1.2129,  ..., -1.1954, -1.1954, -1.1779],\n",
            "          ...,\n",
            "          [-1.1954, -1.1779, -1.1954,  ..., -1.2654, -1.2829, -1.2654],\n",
            "          [-1.1604, -1.1779, -1.1779,  ..., -1.2829, -1.2829, -1.2829],\n",
            "          [-1.1429, -1.1604, -1.1779,  ..., -1.1954, -1.2129, -1.2129]],\n",
            "\n",
            "         [[ 0.7402,  0.7402,  0.7751,  ...,  0.7228,  0.6879,  0.7228],\n",
            "          [ 0.7402,  0.7576,  0.7925,  ...,  0.7054,  0.7054,  0.7054],\n",
            "          [ 0.7576,  0.7576,  0.7751,  ...,  0.7054,  0.7402,  0.7576],\n",
            "          ...,\n",
            "          [ 0.7054,  0.7228,  0.7228,  ...,  0.7576,  0.7925,  0.7925],\n",
            "          [ 0.7054,  0.7228,  0.7402,  ...,  0.7925,  0.8448,  0.8797],\n",
            "          [ 0.7054,  0.7054,  0.7576,  ...,  1.1585,  0.9494,  0.8274]]],\n",
            "\n",
            "\n",
            "        [[[-1.2445, -1.7583, -0.9363,  ..., -0.2342, -0.3027, -0.2684],\n",
            "          [-0.7822, -1.6555, -1.4500,  ..., -0.2342, -0.2342, -0.2342],\n",
            "          [-1.5357, -1.5870, -1.5870,  ..., -0.2171, -0.1999, -0.2684],\n",
            "          ...,\n",
            "          [-1.0562, -1.1589, -0.9705,  ..., -1.6384, -1.7754, -1.8439],\n",
            "          [-1.1075, -1.2103, -1.0219,  ..., -1.5699, -1.6727, -1.6213],\n",
            "          [-1.1932, -1.2617, -1.0733,  ..., -1.9638, -1.9638, -1.7412]],\n",
            "\n",
            "         [[-1.1078, -1.4405, -1.0903,  ..., -0.1450, -0.0749, -0.0749],\n",
            "          [-0.8277, -1.2829, -1.2829,  ..., -0.0399, -0.0399, -0.0224],\n",
            "          [-1.4230, -1.4930, -1.3704,  ..., -0.0049, -0.0049,  0.0826],\n",
            "          ...,\n",
            "          [-1.4230, -1.3529, -1.4230,  ..., -1.4755, -1.5105, -1.6681],\n",
            "          [-1.4755, -1.3704, -1.4055,  ..., -1.4055, -1.4755, -1.4405],\n",
            "          [-1.3880, -1.3529, -1.4405,  ..., -1.7906, -1.7381, -1.5280]],\n",
            "\n",
            "         [[-1.6824, -1.6824, -1.7173,  ...,  0.3045,  0.2696,  0.3219],\n",
            "          [-1.6127, -1.4384, -1.5430,  ...,  0.2696,  0.3219,  0.2696],\n",
            "          [-1.5953, -1.5256, -1.4907,  ...,  0.3568,  0.4265,  0.4091],\n",
            "          ...,\n",
            "          [-1.4210, -1.4559, -1.4907,  ..., -1.2816, -1.3687, -1.5604],\n",
            "          [-1.4210, -1.4384, -1.4733,  ..., -1.2293, -1.2990, -1.3339],\n",
            "          [-1.4907, -1.4559, -1.5430,  ..., -1.5779, -1.6476, -1.4733]]],\n",
            "\n",
            "\n",
            "        [[[ 1.4269,  1.5125,  1.4612,  ...,  1.0502,  1.0159,  1.0159],\n",
            "          [ 1.3242,  1.4269,  1.4440,  ...,  1.1015,  1.1187,  1.0844],\n",
            "          [ 1.2214,  1.2899,  1.2728,  ...,  1.1700,  1.1187,  1.1187],\n",
            "          ...,\n",
            "          [ 1.7523,  1.8379,  1.8037,  ..., -1.5357, -1.5699, -1.6727],\n",
            "          [ 1.7180,  1.7352,  1.7865,  ..., -1.5528, -1.5699, -1.6213],\n",
            "          [ 1.7352,  1.7523,  1.7523,  ..., -1.5699, -1.6042, -1.5870]],\n",
            "\n",
            "         [[ 1.3782,  1.4832,  1.4657,  ...,  0.3803,  0.3452,  0.3452],\n",
            "          [ 1.3957,  1.4832,  1.5007,  ...,  0.4678,  0.4678,  0.4328],\n",
            "          [ 1.4132,  1.4832,  1.4482,  ...,  0.5553,  0.4853,  0.4503],\n",
            "          ...,\n",
            "          [ 1.2731,  1.3606,  1.3431,  ..., -2.0357, -2.0182, -2.0182],\n",
            "          [ 1.2381,  1.2906,  1.3606,  ..., -2.0182, -2.0007, -2.0007],\n",
            "          [ 1.2731,  1.3256,  1.3431,  ..., -2.0007, -2.0182, -2.0182]],\n",
            "\n",
            "         [[ 2.0125,  2.1346,  2.1171,  ...,  0.2871,  0.2696,  0.2871],\n",
            "          [ 2.0474,  2.1520,  2.1694,  ...,  0.4091,  0.4265,  0.4091],\n",
            "          [ 2.1694,  2.2391,  2.2043,  ...,  0.5659,  0.4962,  0.4788],\n",
            "          ...,\n",
            "          [ 0.7228,  0.8099,  0.8274,  ..., -1.7870, -1.7870, -1.8044],\n",
            "          [ 0.6879,  0.7402,  0.8274,  ..., -1.7522, -1.7696, -1.7870],\n",
            "          [ 0.7576,  0.7751,  0.7925,  ..., -1.7347, -1.7870, -1.7870]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 1.3413,  1.3927,  1.3755,  ..., -0.4739, -0.4739, -0.5767],\n",
            "          [ 1.3242,  1.3755,  1.3755,  ..., -0.4397, -0.5082, -0.4568],\n",
            "          [ 1.4098,  1.3755,  1.3755,  ..., -0.4397, -0.4739, -0.4911],\n",
            "          ...,\n",
            "          [ 0.1426,  0.1768,  0.2111,  ..., -0.3883, -0.3198, -0.4054],\n",
            "          [ 0.1426,  0.1426,  0.1426,  ..., -0.4397, -0.4226, -0.4568],\n",
            "          [ 0.1426,  0.1254,  0.1254,  ..., -0.4739, -0.4739, -0.4739]],\n",
            "\n",
            "         [[ 0.8880,  0.9405,  0.9405,  ..., -0.7402, -0.7927, -0.9503],\n",
            "          [ 0.9055,  0.9580,  0.9580,  ..., -0.7052, -0.7927, -0.8102],\n",
            "          [ 0.9930,  0.9580,  0.9755,  ..., -0.7052, -0.7577, -0.7927],\n",
            "          ...,\n",
            "          [-0.2500, -0.2325, -0.1975,  ..., -0.4251, -0.3375, -0.4076],\n",
            "          [-0.2500, -0.2500, -0.2675,  ..., -0.4426, -0.4776, -0.5126],\n",
            "          [-0.2500, -0.2675, -0.2850,  ..., -0.4776, -0.5126, -0.5476]],\n",
            "\n",
            "         [[ 0.5834,  0.6356,  0.6356,  ..., -0.8807, -0.8110, -0.8633],\n",
            "          [ 0.5834,  0.6356,  0.6531,  ..., -0.8807, -0.8633, -0.7761],\n",
            "          [ 0.6705,  0.6356,  0.6531,  ..., -0.8981, -0.8633, -0.8284],\n",
            "          ...,\n",
            "          [-0.4101, -0.3927, -0.3404,  ..., -0.2358, -0.1312, -0.1835],\n",
            "          [-0.4450, -0.4275, -0.4101,  ..., -0.2532, -0.2532, -0.2707],\n",
            "          [-0.4450, -0.4624, -0.4450,  ..., -0.3055, -0.3230, -0.3230]]],\n",
            "\n",
            "\n",
            "        [[[ 2.1290,  2.1290,  2.1462,  ...,  1.1358,  1.9064,  0.9132],\n",
            "          [ 2.1462,  2.1462,  2.1462,  ...,  0.1768,  0.8104,  0.1768],\n",
            "          [ 2.1633,  2.1633,  2.1633,  ..., -0.1143,  0.2453,  0.0056],\n",
            "          ...,\n",
            "          [ 0.2967,  0.2967,  0.0398,  ..., -0.0972, -0.7650, -0.8164],\n",
            "          [ 0.2282,  0.2282,  0.1083,  ..., -0.1999, -1.0390, -0.8164],\n",
            "          [ 0.1597,  0.1426,  0.1597,  ...,  0.0569, -0.4397,  0.1768]],\n",
            "\n",
            "         [[ 2.4286,  2.4111,  2.4111,  ...,  1.3256,  2.1485,  1.2556],\n",
            "          [ 2.4111,  2.3936,  2.3936,  ...,  0.4328,  1.0805,  0.5553],\n",
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            "          ...,\n",
            "          [ 0.3452,  0.2927,  0.0651,  ..., -0.1099, -0.6176, -0.8102],\n",
            "          [ 0.2577,  0.1527,  0.0476,  ..., -0.2675, -1.0728, -0.8803],\n",
            "          [ 0.2752,  0.1527,  0.0651,  ...,  0.0826, -0.6702, -0.1099]],\n",
            "\n",
            "         [[ 2.6400,  2.6226,  2.6226,  ...,  1.2631,  2.3437,  1.3851],\n",
            "          [ 2.6400,  2.6226,  2.6226,  ...,  0.2348,  1.1585,  0.5485],\n",
            "          [ 2.6400,  2.6400,  2.6226,  ...,  0.0256,  0.2696,  0.4091],\n",
            "          ...,\n",
            "          [-0.1138, -0.1138, -0.2532,  ..., -0.4450, -0.9156, -1.0027],\n",
            "          [-0.3230, -0.2358, -0.2532,  ..., -0.4101, -1.0724, -0.9504],\n",
            "          [-0.4101, -0.3404, -0.3230,  ..., -0.2184, -0.6018, -0.2358]]],\n",
            "\n",
            "\n",
            "        [[[ 0.9303,  1.0502,  1.0331,  ..., -0.1486, -0.2171, -0.4739],\n",
            "          [ 0.8961,  0.8961,  0.9303,  ...,  0.0569, -0.0287, -0.3198],\n",
            "          [ 1.0331,  1.0673,  0.9646,  ...,  0.0741, -0.1314, -0.4911],\n",
            "          ...,\n",
            "          [-1.9124, -1.9124, -1.9124,  ...,  0.0227, -0.0801, -0.1999],\n",
            "          [-1.9295, -1.9124, -1.9124,  ...,  0.0398, -0.0801, -0.1999],\n",
            "          [-1.9467, -1.9124, -1.9124,  ...,  0.0227, -0.1143, -0.2342]],\n",
            "\n",
            "         [[ 1.0280,  1.1506,  1.1331,  ..., -0.4251, -0.4776, -0.6702],\n",
            "          [ 0.9930,  0.9930,  1.0280,  ..., -0.1975, -0.2675, -0.5126],\n",
            "          [ 1.1506,  1.1681,  1.0455,  ..., -0.1450, -0.3375, -0.6352],\n",
            "          ...,\n",
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            "          [-1.7556, -1.7381, -1.7381,  ..., -0.0224, -0.1099, -0.1975],\n",
            "          [-1.7731, -1.7381, -1.7381,  ..., -0.0224, -0.1099, -0.2150]],\n",
            "\n",
            "         [[ 0.9145,  1.0888,  1.1237,  ..., -0.5321, -0.6193, -0.8110],\n",
            "          [ 0.8797,  0.9494,  1.0191,  ..., -0.3404, -0.4275, -0.6541],\n",
            "          [ 1.0191,  1.1062,  1.0365,  ..., -0.3230, -0.4624, -0.8284],\n",
            "          ...,\n",
            "          [-1.4036, -1.4036, -1.4036,  ..., -0.2532, -0.3404, -0.3230],\n",
            "          [-1.4210, -1.4036, -1.4036,  ..., -0.2010, -0.3055, -0.3055],\n",
            "          [-1.4384, -1.4036, -1.4036,  ..., -0.2010, -0.3230, -0.3404]]]])\n",
            "tensor([[[[ 0.5707,  0.6049,  0.5707,  ...,  0.5536,  0.5707,  0.6734],\n",
            "          [ 0.5536,  0.5878,  0.5878,  ...,  0.5878,  0.5878,  0.6049],\n",
            "          [ 0.5193,  0.5878,  0.5878,  ...,  0.6049,  0.6392,  0.6392],\n",
            "          ...,\n",
            "          [ 0.7762,  0.8104,  0.7762,  ...,  0.7077,  0.7591,  0.8276],\n",
            "          [ 0.8104,  0.6734,  0.7419,  ...,  0.6906,  0.7419,  0.7591],\n",
            "          [ 0.6734,  0.5878,  0.6392,  ...,  0.7248,  0.7248,  0.7248]],\n",
            "\n",
            "         [[ 0.6078,  0.6429,  0.6078,  ...,  0.5903,  0.6078,  0.7129],\n",
            "          [ 0.5903,  0.6254,  0.6254,  ...,  0.6254,  0.6254,  0.6429],\n",
            "          [ 0.5553,  0.6254,  0.6254,  ...,  0.6429,  0.6779,  0.6779],\n",
            "          ...,\n",
            "          [ 0.8179,  0.8529,  0.8179,  ...,  0.7829,  0.8354,  0.8880],\n",
            "          [ 0.8704,  0.7304,  0.7829,  ...,  0.7654,  0.8179,  0.8354],\n",
            "          [ 0.7304,  0.6429,  0.6954,  ...,  0.8004,  0.8004,  0.8004]],\n",
            "\n",
            "         [[ 0.2348,  0.2696,  0.2348,  ...,  0.2696,  0.2696,  0.3393],\n",
            "          [ 0.2522,  0.2522,  0.2522,  ...,  0.2871,  0.2871,  0.2696],\n",
            "          [ 0.2173,  0.2696,  0.2522,  ...,  0.3219,  0.3393,  0.3045],\n",
            "          ...,\n",
            "          [ 0.4788,  0.5136,  0.4788,  ...,  0.3916,  0.4439,  0.4962],\n",
            "          [ 0.5311,  0.3916,  0.4439,  ...,  0.3742,  0.4091,  0.4091],\n",
            "          [ 0.3916,  0.3045,  0.3568,  ...,  0.3916,  0.3916,  0.3742]]],\n",
            "\n",
            "\n",
            "        [[[-2.1179, -2.1179, -2.1179,  ..., -2.1008, -2.1008, -2.0837],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1008, -2.1008, -2.0837],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1008, -2.1008, -2.0837],\n",
            "          ...,\n",
            "          [ 0.9132,  0.9646,  0.8789,  ...,  0.2453, -0.7822, -0.7993],\n",
            "          [ 1.0673,  0.9474,  0.8789,  ..., -0.4226, -0.7479, -0.5424],\n",
            "          [ 1.2385,  1.0673,  0.9646,  ..., -0.8849, -0.7137, -0.5253]],\n",
            "\n",
            "         [[-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          ...,\n",
            "          [ 0.9230,  0.9930,  0.9055,  ...,  0.4328, -0.6176, -0.6352],\n",
            "          [ 1.1331,  1.0455,  0.9755,  ..., -0.2325, -0.5651, -0.3550],\n",
            "          [ 1.3431,  1.1856,  1.0980,  ..., -0.7052, -0.5301, -0.3375]],\n",
            "\n",
            "         [[-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.7870],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.7870],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.7870],\n",
            "          ...,\n",
            "          [ 1.3328,  1.4025,  1.3502,  ...,  1.1934,  0.1476,  0.1651],\n",
            "          [ 1.5942,  1.4897,  1.4374,  ...,  0.4962,  0.1825,  0.3916],\n",
            "          [ 1.8034,  1.6465,  1.5594,  ..., -0.0092,  0.1825,  0.3916]]],\n",
            "\n",
            "\n",
            "        [[[-0.5253, -0.5424, -0.5253,  ..., -0.4568, -0.4739, -0.4739],\n",
            "          [-0.4739, -0.4739, -0.4739,  ..., -0.4568, -0.4911, -0.4739],\n",
            "          [-0.4568, -0.4739, -0.4739,  ..., -0.4739, -0.4911, -0.4911],\n",
            "          ...,\n",
            "          [-0.8335, -0.8507, -0.8335,  ..., -0.9705, -0.9705, -1.0048],\n",
            "          [-0.8164, -0.8678, -0.9020,  ..., -1.0048, -0.9877, -0.9705],\n",
            "          [-0.8507, -0.9020, -0.8849,  ..., -1.0219, -1.0219, -1.0219]],\n",
            "\n",
            "         [[-0.4601, -0.4601, -0.4251,  ..., -0.4076, -0.4251, -0.4251],\n",
            "          [-0.3901, -0.3901, -0.3901,  ..., -0.4076, -0.4251, -0.4251],\n",
            "          [-0.3725, -0.3725, -0.3550,  ..., -0.4076, -0.4076, -0.4251],\n",
            "          ...,\n",
            "          [-1.3529, -1.3880, -1.3880,  ..., -1.3880, -1.3704, -1.4055],\n",
            "          [-1.4055, -1.4405, -1.4230,  ..., -1.4230, -1.4055, -1.4055],\n",
            "          [-1.3704, -1.4055, -1.3529,  ..., -1.4055, -1.4055, -1.4055]],\n",
            "\n",
            "         [[-0.1661, -0.1835, -0.1487,  ..., -0.1661, -0.1835, -0.1835],\n",
            "          [-0.1138, -0.1138, -0.1138,  ..., -0.1661, -0.1835, -0.1835],\n",
            "          [-0.0964, -0.0964, -0.0964,  ..., -0.1661, -0.1661, -0.1835],\n",
            "          ...,\n",
            "          [-1.3687, -1.4210, -1.4210,  ..., -1.3861, -1.3861, -1.4036],\n",
            "          [-1.3687, -1.4036, -1.4036,  ..., -1.4210, -1.3861, -1.3687],\n",
            "          [-1.4036, -1.4210, -1.3513,  ..., -1.3687, -1.3687, -1.3861]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-0.4054, -0.4226, -0.4226,  ..., -0.7308, -0.7308, -0.7137],\n",
            "          [-0.3883, -0.3883, -0.4054,  ..., -0.7137, -0.7137, -0.6965],\n",
            "          [-0.3198, -0.3541, -0.3712,  ..., -0.6794, -0.6794, -0.6965],\n",
            "          ...,\n",
            "          [-1.4329, -1.4329, -1.4158,  ..., -1.1760, -1.1760, -1.1589],\n",
            "          [-1.4158, -1.4158, -1.4329,  ..., -1.2617, -1.2445, -1.2959],\n",
            "          [-1.4158, -1.3987, -1.3987,  ..., -1.0904, -1.1247, -1.1932]],\n",
            "\n",
            "         [[-0.8978, -0.9153, -0.9153,  ..., -1.0553, -1.0553, -1.0378],\n",
            "          [-0.8803, -0.8803, -0.8978,  ..., -1.0378, -1.0378, -1.0203],\n",
            "          [-0.8452, -0.8452, -0.8627,  ..., -1.0203, -1.0203, -1.0203],\n",
            "          ...,\n",
            "          [-1.8957, -1.8957, -1.8782,  ..., -1.7381, -1.7381, -1.7206],\n",
            "          [-1.8782, -1.8782, -1.8957,  ..., -1.8606, -1.8256, -1.8606],\n",
            "          [-1.8431, -1.8256, -1.8256,  ..., -1.6856, -1.7206, -1.7731]],\n",
            "\n",
            "         [[-0.7064, -0.7238, -0.7238,  ..., -0.7238, -0.7238, -0.7064],\n",
            "          [-0.7064, -0.6890, -0.7064,  ..., -0.7064, -0.7064, -0.6890],\n",
            "          [-0.6890, -0.6890, -0.7064,  ..., -0.6890, -0.6890, -0.6890],\n",
            "          ...,\n",
            "          [-1.6476, -1.6476, -1.6302,  ..., -1.5604, -1.5604, -1.5430],\n",
            "          [-1.6302, -1.6302, -1.6476,  ..., -1.6650, -1.6476, -1.6824],\n",
            "          [-1.6127, -1.5953, -1.6127,  ..., -1.5256, -1.5256, -1.5953]]],\n",
            "\n",
            "\n",
            "        [[[-1.7754, -1.7583, -1.7583,  ..., -0.9877, -1.0048, -1.0219],\n",
            "          [-1.7754, -1.7583, -1.7583,  ..., -0.9877, -1.0048, -1.0219],\n",
            "          [-1.7754, -1.7583, -1.7412,  ..., -0.9705, -0.9877, -1.0048],\n",
            "          ...,\n",
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            "          [-1.5357, -1.4843, -1.4158,  ..., -1.8953, -1.8610, -1.8782]],\n",
            "\n",
            "         [[-1.7556, -1.7381, -1.7381,  ..., -0.8452, -0.8627, -0.8803],\n",
            "          [-1.7556, -1.7381, -1.7381,  ..., -0.8452, -0.8627, -0.8803],\n",
            "          [-1.7556, -1.7381, -1.7206,  ..., -0.8102, -0.8452, -0.8452],\n",
            "          ...,\n",
            "          [-1.6856, -1.6331, -1.6331,  ..., -1.7906, -1.7556, -1.8081],\n",
            "          [-1.6331, -1.6331, -1.5980,  ..., -1.7731, -1.7381, -1.7906],\n",
            "          [-1.6681, -1.6856, -1.6155,  ..., -1.8081, -1.7731, -1.7906]],\n",
            "\n",
            "         [[-1.5081, -1.5081, -1.5256,  ..., -0.4101, -0.4275, -0.4450],\n",
            "          [-1.5081, -1.5081, -1.5256,  ..., -0.4101, -0.4275, -0.4450],\n",
            "          [-1.5081, -1.5081, -1.5081,  ..., -0.4101, -0.4450, -0.4450],\n",
            "          ...,\n",
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            "          [-1.5604, -1.5779, -1.5953,  ..., -1.5779, -1.5430, -1.5953],\n",
            "          [-1.5953, -1.6302, -1.6127,  ..., -1.6127, -1.5779, -1.5953]]],\n",
            "\n",
            "\n",
            "        [[[ 1.9920,  1.9920,  2.0092,  ...,  1.7865,  1.8037,  1.8208],\n",
            "          [ 1.9920,  1.9920,  2.0092,  ...,  1.8037,  1.8208,  1.8379],\n",
            "          [ 2.0092,  2.0263,  2.0605,  ...,  1.8208,  1.8379,  1.8550],\n",
            "          ...,\n",
            "          [-1.0562, -1.1247, -1.5528,  ..., -1.5870, -0.7137,  0.5193],\n",
            "          [-0.7822, -1.2103, -0.9192,  ..., -1.1075,  0.1083,  0.6049],\n",
            "          [-1.3302, -1.3644, -0.5424,  ..., -0.6281,  0.1939,  0.3994]],\n",
            "\n",
            "         [[ 1.9734,  1.9909,  1.9734,  ...,  2.0609,  2.0784,  2.0959],\n",
            "          [ 1.9909,  1.9734,  1.9384,  ...,  2.0609,  2.0784,  2.0784],\n",
            "          [ 2.0259,  1.9734,  1.9384,  ...,  2.0609,  2.0784,  2.0959],\n",
            "          ...,\n",
            "          [ 1.2381,  1.2731,  0.9755,  ...,  1.1155,  1.4482,  1.9034],\n",
            "          [ 1.5357,  1.1506,  1.1681,  ...,  1.4132,  1.8333,  1.8508],\n",
            "          [ 1.2381,  1.2731,  1.6758,  ...,  1.7108,  1.9209,  1.7808]],\n",
            "\n",
            "         [[ 2.1694,  2.1171,  2.1171,  ...,  2.2566,  2.2740,  2.2914],\n",
            "          [ 2.1694,  2.1171,  2.0823,  ...,  2.2914,  2.2914,  2.3088],\n",
            "          [ 2.1868,  2.1171,  2.1171,  ...,  2.2914,  2.3088,  2.3263],\n",
            "          ...,\n",
            "          [ 2.6051,  2.5529,  2.5006,  ...,  2.5006,  2.5006,  2.5529],\n",
            "          [ 2.6051,  2.5180,  2.5180,  ...,  2.5354,  2.5354,  2.3786],\n",
            "          [ 2.5006,  2.5529,  2.5703,  ...,  2.5703,  2.5529,  2.4483]]]])\n",
            "tensor([[[[ 0.1768,  0.1768,  0.1768,  ...,  0.1597,  0.1597,  0.1597],\n",
            "          [ 0.1768,  0.1768,  0.1768,  ...,  0.1426,  0.1426,  0.1426],\n",
            "          [ 0.1768,  0.1768,  0.1768,  ...,  0.1597,  0.1597,  0.1597],\n",
            "          ...,\n",
            "          [-0.2513, -0.3369, -0.4054,  ...,  0.1597,  0.1597,  0.1597],\n",
            "          [-0.3198, -0.4226, -0.3712,  ...,  0.1426,  0.1597,  0.1597],\n",
            "          [-0.3883, -0.4226, -0.2342,  ...,  0.1597,  0.1597,  0.1768]],\n",
            "\n",
            "         [[ 0.3102,  0.3102,  0.3102,  ...,  0.2927,  0.2927,  0.2927],\n",
            "          [ 0.3102,  0.3102,  0.3102,  ...,  0.2752,  0.2752,  0.2752],\n",
            "          [ 0.3102,  0.3102,  0.3102,  ...,  0.2927,  0.2927,  0.2927],\n",
            "          ...,\n",
            "          [-0.1275, -0.2150, -0.2850,  ...,  0.2927,  0.2927,  0.2927],\n",
            "          [-0.1975, -0.3025, -0.2500,  ...,  0.2752,  0.2927,  0.2927],\n",
            "          [-0.2675, -0.3025, -0.1099,  ...,  0.2927,  0.2927,  0.3102]],\n",
            "\n",
            "         [[ 0.5311,  0.5311,  0.5311,  ...,  0.5136,  0.5136,  0.5136],\n",
            "          [ 0.5311,  0.5311,  0.5311,  ...,  0.4962,  0.4962,  0.4962],\n",
            "          [ 0.5311,  0.5311,  0.5311,  ...,  0.5136,  0.5136,  0.5136],\n",
            "          ...,\n",
            "          [ 0.0953,  0.0082, -0.0615,  ...,  0.5136,  0.5136,  0.5136],\n",
            "          [ 0.0256, -0.0790, -0.0267,  ...,  0.4962,  0.5136,  0.5136],\n",
            "          [-0.0441, -0.0790,  0.1128,  ...,  0.5136,  0.5136,  0.5311]]],\n",
            "\n",
            "\n",
            "        [[[ 1.7180,  1.7009,  1.6838,  ...,  2.2489,  2.2489,  2.2489],\n",
            "          [ 1.7523,  1.7352,  1.7180,  ...,  2.2489,  2.2489,  2.2489],\n",
            "          [ 1.7352,  1.7009,  1.7180,  ...,  2.2489,  2.2489,  2.2489],\n",
            "          ...,\n",
            "          [ 1.5982,  1.5982,  1.5982,  ...,  1.4612,  1.4783,  1.4783],\n",
            "          [ 1.5810,  1.5468,  1.5639,  ...,  1.5125,  1.5125,  1.5125],\n",
            "          [ 1.5468,  1.5297,  1.5639,  ...,  1.4612,  1.4783,  1.4783]],\n",
            "\n",
            "         [[ 1.8859,  1.8859,  1.8683,  ...,  2.4286,  2.4286,  2.4286],\n",
            "          [ 1.9209,  1.9209,  1.9034,  ...,  2.4286,  2.4286,  2.4286],\n",
            "          [ 1.9034,  1.9034,  1.9034,  ...,  2.4286,  2.4286,  2.4286],\n",
            "          ...,\n",
            "          [ 1.6057,  1.6057,  1.6057,  ...,  1.6057,  1.6408,  1.6408],\n",
            "          [ 1.5882,  1.5532,  1.5707,  ...,  1.6583,  1.6758,  1.6758],\n",
            "          [ 1.5532,  1.5357,  1.5707,  ...,  1.6057,  1.6408,  1.6408]],\n",
            "\n",
            "         [[ 2.1346,  2.1346,  2.1520,  ...,  2.6400,  2.6400,  2.6400],\n",
            "          [ 2.1520,  2.1694,  2.1520,  ...,  2.6400,  2.6400,  2.6400],\n",
            "          [ 2.1171,  2.1346,  2.1520,  ...,  2.6400,  2.6400,  2.6400],\n",
            "          ...,\n",
            "          [ 1.7337,  1.7337,  1.7337,  ...,  1.9254,  1.9080,  1.8731],\n",
            "          [ 1.7163,  1.6814,  1.6988,  ...,  1.9603,  1.9428,  1.9080],\n",
            "          [ 1.6814,  1.6640,  1.6988,  ...,  1.9080,  1.9080,  1.8731]]],\n",
            "\n",
            "\n",
            "        [[[-1.7412, -1.7069, -1.7240,  ..., -1.8097, -1.7925, -1.8097],\n",
            "          [-1.7583, -1.7412, -1.7412,  ..., -1.7925, -1.7925, -1.8097],\n",
            "          [-1.7754, -1.7583, -1.7412,  ..., -1.7754, -1.8097, -1.8097],\n",
            "          ...,\n",
            "          [-1.6898, -1.6727, -1.6727,  ..., -1.7240, -1.7240, -1.7412],\n",
            "          [-1.6727, -1.6727, -1.6727,  ..., -1.7412, -1.7412, -1.7412],\n",
            "          [-1.6898, -1.6727, -1.6727,  ..., -1.7412, -1.7583, -1.7583]],\n",
            "\n",
            "         [[-1.8431, -1.8081, -1.8256,  ..., -1.9307, -1.8957, -1.8957],\n",
            "          [-1.8606, -1.8431, -1.8431,  ..., -1.8957, -1.8957, -1.8957],\n",
            "          [-1.8782, -1.8606, -1.8431,  ..., -1.8957, -1.8957, -1.8957],\n",
            "          ...,\n",
            "          [-1.8431, -1.8256, -1.8256,  ..., -1.8431, -1.8431, -1.8606],\n",
            "          [-1.8256, -1.8256, -1.8256,  ..., -1.8606, -1.8606, -1.8606],\n",
            "          [-1.8431, -1.8256, -1.8256,  ..., -1.8606, -1.8782, -1.8782]],\n",
            "\n",
            "         [[-1.6476, -1.6127, -1.6302,  ..., -1.6999, -1.6476, -1.6476],\n",
            "          [-1.6650, -1.6476, -1.6476,  ..., -1.6650, -1.6476, -1.6476],\n",
            "          [-1.6824, -1.6650, -1.6476,  ..., -1.6650, -1.6476, -1.6476],\n",
            "          ...,\n",
            "          [-1.6302, -1.6127, -1.6127,  ..., -1.6127, -1.6127, -1.6302],\n",
            "          [-1.6127, -1.6127, -1.6127,  ..., -1.6302, -1.6302, -1.6302],\n",
            "          [-1.6302, -1.6127, -1.6127,  ..., -1.6302, -1.6476, -1.6476]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-1.7412, -1.6898, -1.6555,  ...,  1.3927,  1.4954,  1.4612],\n",
            "          [-1.7069, -1.6898, -1.7069,  ...,  1.2728,  1.3927,  1.4098],\n",
            "          [-1.6727, -1.6727, -1.6898,  ...,  1.2899,  1.2899,  1.3413],\n",
            "          ...,\n",
            "          [-1.8610, -1.8439, -1.9295,  ..., -1.9980, -1.9638, -2.0323],\n",
            "          [-1.8610, -1.8953, -1.9295,  ..., -2.0494, -2.0323, -2.0152],\n",
            "          [-1.9124, -1.9295, -1.9980,  ..., -2.0837, -2.0665, -1.9809]],\n",
            "\n",
            "         [[-1.5630, -1.5630, -1.5630,  ..., -0.8627, -0.7927, -0.7752],\n",
            "          [-1.5455, -1.5630, -1.5805,  ..., -0.9153, -0.8803, -0.8803],\n",
            "          [-1.5105, -1.5280, -1.5630,  ..., -0.9153, -0.9328, -0.8627],\n",
            "          ...,\n",
            "          [-1.4580, -1.4055, -1.4580,  ..., -1.6681, -1.5980, -1.6506],\n",
            "          [-1.5280, -1.5280, -1.5455,  ..., -1.8256, -1.7381, -1.6856],\n",
            "          [-1.5980, -1.5980, -1.6331,  ..., -1.9307, -1.8957, -1.8256]],\n",
            "\n",
            "         [[-0.3927, -0.3578, -0.3055,  ..., -1.0376, -1.0201, -1.0201],\n",
            "          [-0.2358, -0.2184, -0.2010,  ..., -1.0550, -1.0027, -1.0201],\n",
            "          [-0.0267, -0.0267, -0.0615,  ..., -1.0550, -1.0376, -0.9678],\n",
            "          ...,\n",
            "          [-1.5953, -1.5430, -1.5953,  ..., -1.5604, -1.5604, -1.6476],\n",
            "          [-1.6127, -1.5953, -1.5953,  ..., -1.6302, -1.6127, -1.6127],\n",
            "          [-1.5953, -1.5779, -1.6127,  ..., -1.6999, -1.6824, -1.5953]]],\n",
            "\n",
            "\n",
            "        [[[-1.5357, -1.5357, -1.5357,  ..., -1.5357, -1.5185, -1.5185],\n",
            "          [-1.5357, -1.5357, -1.5357,  ..., -1.5185, -1.5014, -1.5014],\n",
            "          [-1.5357, -1.5357, -1.5357,  ..., -1.5185, -1.5014, -1.5014],\n",
            "          ...,\n",
            "          [-1.5699, -1.5699, -1.5699,  ..., -1.3644, -1.3987, -1.4158],\n",
            "          [-1.5699, -1.5699, -1.5699,  ..., -1.3644, -1.3987, -1.4158],\n",
            "          [-1.5699, -1.5699, -1.5699,  ..., -1.3815, -1.3987, -1.4158]],\n",
            "\n",
            "         [[-1.4405, -1.4405, -1.4405,  ..., -1.4230, -1.4405, -1.4405],\n",
            "          [-1.4405, -1.4405, -1.4405,  ..., -1.4055, -1.4230, -1.4230],\n",
            "          [-1.4405, -1.4405, -1.4405,  ..., -1.4055, -1.4230, -1.4230],\n",
            "          ...,\n",
            "          [-1.6331, -1.6331, -1.6331,  ..., -1.3529, -1.3880, -1.4055],\n",
            "          [-1.6331, -1.6331, -1.6331,  ..., -1.3529, -1.3880, -1.4055],\n",
            "          [-1.6331, -1.6331, -1.6331,  ..., -1.3704, -1.3880, -1.4055]],\n",
            "\n",
            "         [[-1.1770, -1.1770, -1.1770,  ..., -1.1073, -1.1073, -1.1073],\n",
            "          [-1.1770, -1.1770, -1.1770,  ..., -1.0898, -1.0898, -1.0898],\n",
            "          [-1.1770, -1.1770, -1.1770,  ..., -1.0898, -1.0898, -1.0898],\n",
            "          ...,\n",
            "          [-1.3861, -1.3861, -1.3861,  ..., -1.1770, -1.2119, -1.2293],\n",
            "          [-1.3861, -1.3861, -1.3861,  ..., -1.1770, -1.2119, -1.2293],\n",
            "          [-1.3861, -1.3861, -1.3861,  ..., -1.1944, -1.2119, -1.2293]]],\n",
            "\n",
            "\n",
            "        [[[-1.6555, -1.1075, -0.6281,  ..., -1.7412, -1.7583, -1.4329],\n",
            "          [-1.6042, -1.3130, -0.5596,  ..., -1.7412, -1.6384, -0.5253],\n",
            "          [-1.5699, -1.4500, -0.5082,  ..., -1.7583, -1.0733,  0.1597],\n",
            "          ...,\n",
            "          [-1.9124, -1.8782, -1.8097,  ..., -1.6384, -1.6213, -1.6042],\n",
            "          [-1.9124, -1.8782, -1.8782,  ..., -1.5528, -1.5699, -1.5699],\n",
            "          [-1.8953, -1.8610, -1.8097,  ..., -1.5014, -1.5528, -1.5870]],\n",
            "\n",
            "         [[-1.4405, -0.7577, -0.0749,  ..., -1.6681, -1.6506, -1.2654],\n",
            "          [-1.3880, -1.0028, -0.0224,  ..., -1.6506, -1.4930, -0.3025],\n",
            "          [-1.3529, -1.1604, -0.0224,  ..., -1.6506, -0.8803,  0.4503],\n",
            "          ...,\n",
            "          [-1.7906, -1.7206, -1.6331,  ..., -1.3880, -1.3880, -1.3529],\n",
            "          [-1.7906, -1.7381, -1.7206,  ..., -1.3179, -1.3354, -1.3004],\n",
            "          [-1.7731, -1.7381, -1.6506,  ..., -1.2654, -1.3179, -1.3354]],\n",
            "\n",
            "         [[-1.0376, -0.3578,  0.3393,  ..., -1.3164, -1.2990, -0.8807],\n",
            "          [-0.9853, -0.5844,  0.3916,  ..., -1.2990, -1.1596,  0.0431],\n",
            "          [-0.9504, -0.7587,  0.4091,  ..., -1.2990, -0.5670,  0.7054],\n",
            "          ...,\n",
            "          [-1.3513, -1.2990, -1.2119,  ..., -0.9678, -0.9678, -0.9330],\n",
            "          [-1.3339, -1.3164, -1.2816,  ..., -0.8633, -0.8807, -0.8807],\n",
            "          [-1.3164, -1.2990, -1.2119,  ..., -0.8284, -0.8633, -0.8633]]]])\n",
            "tensor([[[[ 1.6667,  1.6667,  1.6667,  ...,  1.5297,  1.5468,  1.5468],\n",
            "          [ 1.6667,  1.6667,  1.6667,  ...,  1.5468,  1.5297,  1.5297],\n",
            "          [ 1.6495,  1.6495,  1.6667,  ...,  1.5297,  1.5125,  1.5125],\n",
            "          ...,\n",
            "          [ 0.6734,  0.7419,  0.7591,  ...,  0.5536,  0.5364,  0.5878],\n",
            "          [ 1.0844,  1.0331,  0.9817,  ...,  0.5193,  0.4679,  0.4166],\n",
            "          [ 1.1187,  1.0673,  1.0331,  ...,  0.5878,  0.6049,  0.5022]],\n",
            "\n",
            "         [[ 1.7983,  1.7983,  1.7983,  ...,  1.6583,  1.6758,  1.6758],\n",
            "          [ 1.7983,  1.7983,  1.7983,  ...,  1.6758,  1.6583,  1.6583],\n",
            "          [ 1.7808,  1.7808,  1.7983,  ...,  1.6583,  1.6408,  1.6408],\n",
            "          ...,\n",
            "          [ 1.3081,  1.3606,  1.3782,  ...,  1.1155,  1.0980,  1.1331],\n",
            "          [ 1.5707,  1.5357,  1.5007,  ...,  1.1155,  1.0630,  1.0280],\n",
            "          [ 1.5357,  1.5182,  1.5007,  ...,  1.1856,  1.1856,  1.0980]],\n",
            "\n",
            "         [[ 1.7860,  1.7860,  1.7860,  ...,  1.6117,  1.6291,  1.6291],\n",
            "          [ 1.7860,  1.7860,  1.7860,  ...,  1.6291,  1.6117,  1.6117],\n",
            "          [ 1.7685,  1.7685,  1.7860,  ...,  1.6117,  1.5942,  1.5942],\n",
            "          ...,\n",
            "          [ 1.6291,  1.6465,  1.6640,  ...,  1.4897,  1.4548,  1.4897],\n",
            "          [ 1.7685,  1.7337,  1.7163,  ...,  1.5420,  1.4897,  1.4200],\n",
            "          [ 1.7511,  1.7163,  1.7337,  ...,  1.5594,  1.5594,  1.4897]]],\n",
            "\n",
            "\n",
            "        [[[-0.4054, -0.6794, -0.7822,  ...,  1.7180,  1.5982,  1.5639],\n",
            "          [-0.4568, -0.3883, -0.5253,  ...,  1.7180,  1.6495,  1.5639],\n",
            "          [-0.4739, -0.4911, -0.6452,  ...,  1.6153,  1.5810,  1.5297],\n",
            "          ...,\n",
            "          [ 0.3823,  0.2796,  0.2111,  ..., -0.4568, -0.5253, -0.4054],\n",
            "          [ 0.6392,  0.6734,  0.6734,  ..., -0.5424, -0.6965, -0.8164],\n",
            "          [ 0.5707,  0.7419,  0.6906,  ..., -0.5596, -0.5082, -0.4568]],\n",
            "\n",
            "         [[-1.6331, -1.6506, -1.7206,  ...,  1.0980,  1.0105,  0.9230],\n",
            "          [-1.6856, -1.7206, -1.6681,  ...,  1.0105,  0.9755,  0.9055],\n",
            "          [-1.7556, -1.7731, -1.6331,  ...,  1.0105,  0.9930,  0.9055],\n",
            "          ...,\n",
            "          [-0.7577, -0.6176, -0.6001,  ..., -1.7556, -1.7206, -1.7206],\n",
            "          [ 0.1001,  0.2227,  0.3627,  ..., -1.7206, -1.7556, -1.6856],\n",
            "          [-0.1800,  0.1001,  0.3102,  ..., -1.6856, -1.7206, -1.6681]],\n",
            "\n",
            "         [[-1.6302, -1.6824, -1.5430,  ...,  0.0256, -0.0441, -0.1312],\n",
            "          [-1.5604, -1.6824, -1.5256,  ..., -0.0267, -0.1138, -0.2010],\n",
            "          [-1.5604, -1.6650, -1.6127,  ..., -0.0092, -0.1661, -0.2358],\n",
            "          ...,\n",
            "          [-1.2816, -1.3513, -1.1944,  ..., -1.4559, -1.3861, -1.3861],\n",
            "          [-0.9330, -0.6367, -0.1661,  ..., -1.2990, -1.3339, -1.3513],\n",
            "          [-1.0376, -0.7936, -0.5147,  ..., -1.4559, -1.4733, -1.3339]]],\n",
            "\n",
            "\n",
            "        [[[-1.1932, -1.1932, -1.2788,  ..., -1.1418, -1.0733, -1.0904],\n",
            "          [-1.5870, -1.5699, -1.5528,  ..., -1.1075, -1.1418, -1.1760],\n",
            "          [-1.7583, -1.6898, -1.6898,  ..., -1.1247, -1.1589, -1.1932],\n",
            "          ...,\n",
            "          [-1.8439, -1.8610, -1.8953,  ..., -1.6727, -1.8268, -1.8439],\n",
            "          [-1.8610, -1.8439, -1.7412,  ..., -1.6555, -1.7925, -1.8268],\n",
            "          [-1.8610, -1.8097, -1.7925,  ..., -1.6384, -1.8097, -1.8097]],\n",
            "\n",
            "         [[-1.1779, -1.1954, -1.2654,  ..., -0.9503, -0.8803, -0.8803],\n",
            "          [-1.5455, -1.5105, -1.4930,  ..., -0.9503, -0.9678, -0.9853],\n",
            "          [-1.7031, -1.6155, -1.6155,  ..., -0.9853, -1.0028, -1.0203],\n",
            "          ...,\n",
            "          [-1.8081, -1.8081, -1.8431,  ..., -1.6331, -1.7906, -1.8081],\n",
            "          [-1.8256, -1.8081, -1.7031,  ..., -1.6506, -1.7906, -1.8081],\n",
            "          [-1.8256, -1.7731, -1.7556,  ..., -1.6506, -1.8256, -1.8081]],\n",
            "\n",
            "         [[-0.8807, -0.8981, -0.9678,  ..., -0.7413, -0.6890, -0.6890],\n",
            "          [-1.2119, -1.1770, -1.1770,  ..., -0.7238, -0.7413, -0.7587],\n",
            "          [-1.3513, -1.2641, -1.2467,  ..., -0.7413, -0.7587, -0.7936],\n",
            "          ...,\n",
            "          [-1.4733, -1.4733, -1.5081,  ..., -1.2467, -1.4210, -1.4210],\n",
            "          [-1.4733, -1.4559, -1.3513,  ..., -1.2467, -1.4036, -1.4210],\n",
            "          [-1.4384, -1.4036, -1.3687,  ..., -1.2467, -1.4559, -1.4559]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-1.9124, -2.0323, -1.9980,  ..., -2.0837, -2.0837, -2.0837],\n",
            "          [-1.7925, -1.8782, -1.9467,  ..., -2.0837, -2.0665, -1.9980],\n",
            "          [-1.6898, -1.7925, -1.8439,  ..., -2.0837, -1.9809, -1.7240],\n",
            "          ...,\n",
            "          [-1.6727, -1.4500, -1.6042,  ..., -1.8782, -1.8268, -1.7925],\n",
            "          [-1.8953, -1.7240, -1.4843,  ..., -1.7754, -1.7240, -1.7583],\n",
            "          [-1.8610, -1.7069, -1.7754,  ..., -1.8097, -1.8610, -1.8439]],\n",
            "\n",
            "         [[-1.6331, -1.7381, -1.6856,  ..., -1.9832, -1.9832, -1.9832],\n",
            "          [-1.3704, -1.5455, -1.7206,  ..., -2.0007, -1.9832, -1.9132],\n",
            "          [-1.1429, -1.2829, -1.4055,  ..., -1.9657, -1.8957, -1.6155],\n",
            "          ...,\n",
            "          [-1.3880, -1.1253, -1.2829,  ..., -1.7906, -1.6681, -1.6856],\n",
            "          [-1.6155, -1.4055, -1.1253,  ..., -1.6155, -1.5455, -1.6856],\n",
            "          [-1.6155, -1.3880, -1.4230,  ..., -1.5805, -1.7206, -1.7731]],\n",
            "\n",
            "         [[-1.3687, -1.4733, -1.4210,  ..., -1.3339, -1.4559, -1.6476],\n",
            "          [-1.1073, -1.2641, -1.4036,  ..., -1.5953, -1.6650, -1.5953],\n",
            "          [-0.8807, -1.0201, -1.1247,  ..., -1.6650, -1.5953, -1.3513],\n",
            "          ...,\n",
            "          [-1.2816, -1.1421, -1.2641,  ..., -1.5081, -1.4384, -1.5256],\n",
            "          [-1.4384, -1.2816, -1.0898,  ..., -1.3164, -1.2816, -1.4384],\n",
            "          [-1.4907, -1.1770, -1.1944,  ..., -1.3861, -1.5256, -1.5604]]],\n",
            "\n",
            "\n",
            "        [[[-1.1418, -1.1418, -1.1418,  ..., -1.3644, -1.3815, -1.4158],\n",
            "          [-1.1418, -1.1418, -1.1247,  ..., -1.3644, -1.3987, -1.4158],\n",
            "          [-1.1589, -1.1418, -1.1247,  ..., -1.3644, -1.3644, -1.3815],\n",
            "          ...,\n",
            "          [-1.5357, -1.5185, -1.5185,  ..., -1.2274, -1.2445, -1.2274],\n",
            "          [-1.5357, -1.5357, -1.5185,  ..., -1.2103, -1.2445, -1.2274],\n",
            "          [-1.5357, -1.5357, -1.5357,  ..., -1.2274, -1.2617, -1.2445]],\n",
            "\n",
            "         [[-0.8978, -0.8978, -0.8978,  ..., -0.9853, -1.0028, -1.0378],\n",
            "          [-0.8978, -0.8978, -0.8803,  ..., -1.0028, -1.0203, -1.0378],\n",
            "          [-0.9153, -0.8978, -0.8803,  ..., -0.9853, -1.0028, -1.0203],\n",
            "          ...,\n",
            "          [-1.4755, -1.4580, -1.4580,  ..., -1.2654, -1.2654, -1.2829],\n",
            "          [-1.4755, -1.4755, -1.4580,  ..., -1.2479, -1.2654, -1.2829],\n",
            "          [-1.4755, -1.4755, -1.4755,  ..., -1.2654, -1.2829, -1.2829]],\n",
            "\n",
            "         [[-0.0441, -0.0092,  0.0082,  ..., -0.1312, -0.1487, -0.1661],\n",
            "          [-0.0267, -0.0267, -0.0092,  ..., -0.1312, -0.1487, -0.1487],\n",
            "          [-0.0092, -0.0092, -0.0092,  ..., -0.1138, -0.1138, -0.1138],\n",
            "          ...,\n",
            "          [-0.8633, -0.8458, -0.8458,  ..., -0.5670, -0.5495, -0.5670],\n",
            "          [-0.8633, -0.8633, -0.8633,  ..., -0.5670, -0.5844, -0.5844],\n",
            "          [-0.8633, -0.8633, -0.8633,  ..., -0.5670, -0.5844, -0.6018]]],\n",
            "\n",
            "\n",
            "        [[[ 1.6495,  1.5639,  1.5468,  ..., -0.7308, -0.8678, -0.8849],\n",
            "          [ 1.5297,  1.4954,  1.4954,  ..., -0.8164, -0.9020, -0.8507],\n",
            "          [ 1.5125,  1.4954,  1.5125,  ..., -0.9192, -0.9363, -0.8507],\n",
            "          ...,\n",
            "          [ 0.1426,  0.3138,  0.1768,  ..., -0.4739, -0.4911, -0.0801],\n",
            "          [ 0.2624,  0.2796,  0.3481,  ..., -0.5082, -0.4911, -0.0116],\n",
            "          [ 0.1083,  0.2796,  0.3823,  ..., -0.6965, -0.5424, -0.1486]],\n",
            "\n",
            "         [[ 1.9384,  1.8859,  1.8683,  ..., -0.5301, -0.6176, -0.6527],\n",
            "          [ 1.9034,  1.8683,  1.8859,  ..., -0.6001, -0.6702, -0.6527],\n",
            "          [ 1.8508,  1.8508,  1.8508,  ..., -0.6352, -0.6702, -0.6527],\n",
            "          ...,\n",
            "          [ 0.0826,  0.2402,  0.0651,  ..., -0.6527, -0.5476, -0.2150],\n",
            "          [ 0.2227,  0.1877,  0.2402,  ..., -0.6527, -0.5826, -0.0924],\n",
            "          [ 0.0651,  0.2052,  0.2752,  ..., -0.8277, -0.6001, -0.1975]],\n",
            "\n",
            "         [[ 2.3088,  2.2566,  2.2740,  ...,  0.0605, -0.0092, -0.0441],\n",
            "          [ 2.2566,  2.2391,  2.2566,  ..., -0.0092, -0.0615, -0.0441],\n",
            "          [ 2.2391,  2.2391,  2.2566,  ..., -0.0790, -0.0790, -0.0615],\n",
            "          ...,\n",
            "          [-0.3927, -0.4624, -0.4798,  ..., -1.0027, -1.0898, -0.7761],\n",
            "          [-0.3230, -0.4973, -0.2532,  ..., -0.9678, -1.0898, -0.7413],\n",
            "          [-0.4798, -0.4624, -0.1661,  ..., -1.0376, -1.0550, -0.8284]]]])\n",
            "tensor([[[[ 0.8618,  0.8618,  0.8789,  ...,  1.2043,  1.1700,  1.2214],\n",
            "          [ 0.8104,  0.8276,  0.8447,  ...,  1.2043,  1.1872,  1.1529],\n",
            "          [ 0.8104,  0.7933,  0.8104,  ...,  1.2214,  1.2043,  1.1872],\n",
            "          ...,\n",
            "          [-1.7412, -1.8097, -1.7925,  ..., -1.8268, -1.9467, -1.9467],\n",
            "          [-1.7583, -1.8268, -1.8439,  ..., -1.8268, -1.7925, -1.7240],\n",
            "          [-1.7754, -1.8439, -1.9124,  ..., -1.9124, -1.8439, -1.8097]],\n",
            "\n",
            "         [[-1.5805, -1.5805, -1.6155,  ..., -0.8277, -0.8803, -0.8803],\n",
            "          [-1.6155, -1.5980, -1.6506,  ..., -0.8452, -0.8803, -0.9503],\n",
            "          [-1.5980, -1.6155, -1.6681,  ..., -0.8452, -0.8627, -0.9328],\n",
            "          ...,\n",
            "          [-1.6856, -1.7556, -1.7381,  ..., -1.7556, -1.8782, -1.8782],\n",
            "          [-1.7031, -1.7556, -1.7731,  ..., -1.7731, -1.7381, -1.6506],\n",
            "          [-1.7031, -1.7731, -1.8256,  ..., -1.8782, -1.7731, -1.7381]],\n",
            "\n",
            "         [[-1.3164, -1.2816, -1.2990,  ..., -1.2990, -1.3339, -1.3164],\n",
            "          [-1.3339, -1.3164, -1.3339,  ..., -1.3164, -1.3164, -1.3339],\n",
            "          [-1.3164, -1.3339, -1.3513,  ..., -1.2990, -1.2990, -1.3164],\n",
            "          ...,\n",
            "          [-0.8110, -0.8807, -0.8633,  ..., -0.9853, -1.1073, -1.1073],\n",
            "          [-0.8458, -0.9156, -0.9330,  ..., -1.0201, -0.9678, -0.8807],\n",
            "          [-0.8807, -0.9504, -1.0027,  ..., -1.1421, -1.0201, -0.9678]]],\n",
            "\n",
            "\n",
            "        [[[-1.2959, -1.2959, -1.2788,  ..., -1.2617, -1.2788, -1.2617],\n",
            "          [-1.2959, -1.2959, -1.2788,  ..., -1.2617, -1.2788, -1.2788],\n",
            "          [-1.2788, -1.2788, -1.2788,  ..., -1.2617, -1.2617, -1.2617],\n",
            "          ...,\n",
            "          [-1.7754, -1.8268, -1.7412,  ..., -1.7240, -1.7069, -1.6898],\n",
            "          [-1.8097, -1.8268, -1.7754,  ..., -1.7069, -1.7069, -1.7069],\n",
            "          [-1.8268, -1.8268, -1.7754,  ..., -1.6898, -1.7069, -1.7069]],\n",
            "\n",
            "         [[-1.0903, -1.0903, -1.0728,  ..., -1.0728, -1.0728, -1.0553],\n",
            "          [-1.0903, -1.0903, -1.0728,  ..., -1.0728, -1.0728, -1.0728],\n",
            "          [-1.0728, -1.0728, -1.0728,  ..., -1.0728, -1.0728, -1.0553],\n",
            "          ...,\n",
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            "          [-2.0182, -2.0007, -1.9832,  ..., -1.9657, -1.9832, -1.9482]],\n",
            "\n",
            "         [[-0.9330, -0.9330, -0.9156,  ..., -0.9156, -0.9156, -0.8981],\n",
            "          [-0.9330, -0.9330, -0.9156,  ..., -0.9156, -0.9156, -0.9156],\n",
            "          [-0.9156, -0.9156, -0.9156,  ..., -0.9156, -0.9156, -0.8981],\n",
            "          ...,\n",
            "          [-1.7522, -1.7696, -1.7522,  ..., -1.7522, -1.7696, -1.7522],\n",
            "          [-1.7696, -1.7696, -1.7870,  ..., -1.7522, -1.7696, -1.7522],\n",
            "          [-1.7870, -1.7696, -1.7696,  ..., -1.7522, -1.7696, -1.7696]]],\n",
            "\n",
            "\n",
            "        [[[ 0.8447,  0.7591,  0.8276,  ...,  0.7419,  0.7933,  0.8276],\n",
            "          [ 0.7933,  0.7591,  0.7762,  ...,  0.7762,  0.7077,  0.7933],\n",
            "          [ 0.7419,  0.8104,  0.8276,  ...,  0.8104,  0.7762,  0.8961],\n",
            "          ...,\n",
            "          [ 0.7419,  0.7591,  0.7248,  ...,  0.8276,  0.8276,  0.8104],\n",
            "          [ 0.7248,  0.7248,  0.7248,  ...,  0.7762,  0.8276,  0.8447],\n",
            "          [ 0.7591,  0.7248,  0.7077,  ...,  0.8104,  0.7933,  0.8447]],\n",
            "\n",
            "         [[ 0.9755,  0.8880,  0.9580,  ...,  0.8704,  0.9230,  0.9580],\n",
            "          [ 0.9055,  0.8704,  0.9055,  ...,  0.9055,  0.8354,  0.9230],\n",
            "          [ 0.8354,  0.8880,  0.9055,  ...,  0.9405,  0.9055,  1.0280],\n",
            "          ...,\n",
            "          [ 0.8529,  0.8704,  0.8529,  ...,  0.9580,  0.9580,  0.9405],\n",
            "          [ 0.8354,  0.8354,  0.8529,  ...,  0.9055,  0.9580,  0.9755],\n",
            "          [ 0.8704,  0.8354,  0.8354,  ...,  0.9405,  0.9230,  0.9755]],\n",
            "\n",
            "         [[ 1.1585,  1.0714,  1.1411,  ...,  1.0539,  1.1062,  1.1411],\n",
            "          [ 1.1062,  1.0539,  1.0888,  ...,  1.0888,  1.0191,  1.1062],\n",
            "          [ 1.0365,  1.0888,  1.1062,  ...,  1.1237,  1.0888,  1.2108],\n",
            "          ...,\n",
            "          [ 1.0888,  1.1062,  1.0539,  ...,  1.1411,  1.1411,  1.1237],\n",
            "          [ 1.0714,  1.0539,  1.0365,  ...,  1.0888,  1.1411,  1.1585],\n",
            "          [ 1.1062,  1.0539,  1.0191,  ...,  1.1237,  1.1062,  1.1585]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 1.8037,  1.8379,  1.8550,  ...,  1.7694,  1.7009,  1.6838],\n",
            "          [ 1.8722,  1.8893,  1.9235,  ...,  1.8550,  1.8208,  1.7694],\n",
            "          [ 1.9407,  1.9749,  2.0092,  ...,  1.9407,  1.9407,  1.9235],\n",
            "          ...,\n",
            "          [-1.9980, -1.9809, -1.9809,  ..., -1.8439, -1.8268, -1.8268],\n",
            "          [-1.9980, -1.9809, -1.9980,  ..., -1.9295, -1.9295, -1.9295],\n",
            "          [-1.6042, -1.6555, -1.7240,  ..., -1.7412, -1.6727, -1.7412]],\n",
            "\n",
            "         [[-2.0182, -2.0182, -2.0357,  ..., -2.0182, -2.0007, -1.9482],\n",
            "          [-2.0357, -2.0182, -2.0357,  ..., -2.0182, -2.0007, -2.0007],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          ...,\n",
            "          [-2.0182, -2.0007, -2.0007,  ..., -2.0357, -2.0357, -2.0182],\n",
            "          [-1.9657, -1.9482, -1.9482,  ..., -2.0182, -2.0182, -2.0182],\n",
            "          [-1.5105, -1.5630, -1.6155,  ..., -1.7556, -1.7031, -1.7556]],\n",
            "\n",
            "         [[-1.7696, -1.7522, -1.7696,  ..., -1.7696, -1.7696, -1.7347],\n",
            "          [-1.7870, -1.7696, -1.7696,  ..., -1.7522, -1.7522, -1.7696],\n",
            "          [-1.7696, -1.7696, -1.7522,  ..., -1.7696, -1.7696, -1.7696],\n",
            "          ...,\n",
            "          [-1.6650, -1.6650, -1.6650,  ..., -1.7870, -1.7696, -1.7696],\n",
            "          [-1.6127, -1.6127, -1.6302,  ..., -1.7347, -1.7347, -1.7347],\n",
            "          [-1.1944, -1.2467, -1.2990,  ..., -1.4210, -1.3513, -1.4210]]],\n",
            "\n",
            "\n",
            "        [[[-0.5253, -0.6452, -0.6623,  ..., -0.6109, -0.5938, -0.5596],\n",
            "          [-0.5424, -0.6281, -0.6281,  ..., -0.5596, -0.5424, -0.5596],\n",
            "          [-0.5082, -0.6109, -0.6452,  ..., -0.5082, -0.4911, -0.5424],\n",
            "          ...,\n",
            "          [ 0.4679,  0.6906,  0.9474,  ...,  0.9474,  1.2214,  0.6563],\n",
            "          [ 0.3481,  0.6049,  0.7419,  ...,  0.7933,  0.8789,  0.4851],\n",
            "          [-0.1143,  0.3481,  0.6049,  ...,  0.5193,  0.6392,  0.4166]],\n",
            "\n",
            "         [[-0.2675, -0.4426, -0.4776,  ..., -0.8452, -0.7927, -0.7052],\n",
            "          [-0.2850, -0.4076, -0.4426,  ..., -0.8277, -0.7752, -0.7752],\n",
            "          [-0.2500, -0.3901, -0.4601,  ..., -0.8102, -0.7577, -0.7752],\n",
            "          ...,\n",
            "          [-0.4426, -0.2850, -0.1450,  ..., -0.8452, -0.7402, -1.1779],\n",
            "          [-0.7052, -0.4951, -0.3025,  ..., -0.9328, -1.0203, -1.3529],\n",
            "          [-0.9503, -0.6702, -0.4076,  ..., -1.1604, -1.1604, -1.1954]],\n",
            "\n",
            "         [[ 1.6988,  1.5942,  1.6117,  ...,  1.0714,  1.0714,  1.1237],\n",
            "          [ 1.6988,  1.6291,  1.6465,  ...,  1.0714,  1.0888,  1.0539],\n",
            "          [ 1.7337,  1.6291,  1.5942,  ...,  1.1062,  1.1411,  1.0888],\n",
            "          ...,\n",
            "          [ 1.2108,  1.5942,  1.7511,  ..., -0.4973, -0.2532, -0.6541],\n",
            "          [ 0.4265,  1.2805,  1.7337,  ..., -0.7761, -0.6890, -0.9678],\n",
            "          [-0.3230,  0.8622,  1.4374,  ..., -1.1421, -0.9853, -1.0027]]],\n",
            "\n",
            "\n",
            "        [[[ 0.8104,  0.6563,  0.3994,  ..., -1.2959, -1.2959, -1.0048],\n",
            "          [ 0.5022,  0.4166,  0.2111,  ..., -1.9124, -1.8782, -1.7069],\n",
            "          [ 1.0331,  1.0844,  0.4337,  ..., -1.2788, -1.3302, -1.2617],\n",
            "          ...,\n",
            "          [ 1.3584,  1.3927,  1.4612,  ...,  0.1939,  0.3309,  0.3994],\n",
            "          [ 1.2557,  1.3755,  1.4612,  ...,  0.6049,  0.7248,  0.7077],\n",
            "          [ 1.2385,  1.4269,  1.4098,  ...,  0.6049,  0.5536,  0.8276]],\n",
            "\n",
            "         [[ 0.3277,  0.1352, -0.0574,  ..., -0.4601, -0.2325,  0.1001],\n",
            "          [-0.0749, -0.1800, -0.2675,  ..., -0.3550, -0.1625, -0.0049],\n",
            "          [ 0.3803,  0.4678, -0.0574,  ...,  0.6429,  0.6604,  0.5903],\n",
            "          ...,\n",
            "          [-0.7227, -0.7402, -0.4951,  ...,  0.2402,  0.3277,  0.3627],\n",
            "          [-0.7577, -0.6352, -0.2325,  ...,  0.3277,  0.4853,  0.5203],\n",
            "          [-0.4776, -0.2675,  0.0301,  ...,  0.1001,  0.1352,  0.5028]],\n",
            "\n",
            "         [[-0.3055, -0.5147, -0.7064,  ...,  0.1651,  0.4265,  0.8274],\n",
            "          [-0.6715, -0.7238, -0.7238,  ...,  0.3568,  0.5834,  0.8274],\n",
            "          [-0.4101, -0.2184, -0.5495,  ...,  1.1759,  1.2805,  1.3677],\n",
            "          ...,\n",
            "          [-1.1596, -1.1770, -1.0376,  ...,  0.2348,  0.2522,  0.2522],\n",
            "          [-1.2467, -1.1421, -0.8981,  ...,  0.0953,  0.2173,  0.1825],\n",
            "          [-1.0898, -0.8981, -0.7936,  ..., -0.2707, -0.3055,  0.0256]]]])\n",
            "tensor([[[[ 0.9988,  1.1015,  0.9303,  ...,  1.4269,  1.3927,  1.4098],\n",
            "          [ 1.2214,  0.8789,  0.7933,  ...,  1.4098,  1.3755,  1.4098],\n",
            "          [ 1.2728,  1.0502,  0.8276,  ...,  1.3927,  1.3755,  1.3755],\n",
            "          ...,\n",
            "          [-1.7412, -1.7583, -1.7240,  ..., -1.8268, -1.7925, -1.7925],\n",
            "          [-1.7412, -1.5870, -1.4672,  ..., -1.8953, -1.8782, -1.8097],\n",
            "          [-1.6727, -1.6384, -1.2445,  ..., -1.8953, -1.8953, -1.8953]],\n",
            "\n",
            "         [[ 1.4307,  1.5007,  1.2206,  ...,  1.9209,  1.9209,  1.9034],\n",
            "          [ 1.7983,  1.0980,  0.9230,  ...,  1.9209,  1.9034,  1.9034],\n",
            "          [ 1.7458,  1.5182,  1.0980,  ...,  1.9034,  1.9209,  1.8859],\n",
            "          ...,\n",
            "          [-1.0028, -1.1253, -1.1078,  ..., -1.1429, -1.1253, -1.1253],\n",
            "          [-1.0553, -0.8277, -0.8102,  ..., -1.2829, -1.2304, -1.1604],\n",
            "          [-0.9853, -0.8803, -0.5826,  ..., -1.3004, -1.2304, -1.2304]],\n",
            "\n",
            "         [[ 1.9254,  1.9254,  1.5071,  ...,  2.3263,  2.3437,  2.3611],\n",
            "          [ 2.1694,  1.3328,  1.3502,  ...,  2.3263,  2.3437,  2.3611],\n",
            "          [ 2.2566,  1.9428,  1.5942,  ...,  2.3437,  2.3611,  2.3437],\n",
            "          ...,\n",
            "          [-1.6476, -1.7347, -1.6824,  ..., -1.7347, -1.7696, -1.7696],\n",
            "          [-1.6999, -1.6127, -1.5604,  ..., -1.7696, -1.7696, -1.7347],\n",
            "          [-1.6650, -1.6999, -1.3513,  ..., -1.7696, -1.7696, -1.7522]]],\n",
            "\n",
            "\n",
            "        [[[-0.5767, -1.0904, -1.2959,  ...,  0.4851,  0.7077,  0.7077],\n",
            "          [-0.6281, -1.2274, -1.3130,  ...,  0.5536,  0.6906,  0.7419],\n",
            "          [-1.0048, -1.3815, -1.0390,  ...,  0.6049,  0.6906,  0.7591],\n",
            "          ...,\n",
            "          [-2.1008, -2.1008, -2.1008,  ...,  1.4440,  1.5468,  1.2728],\n",
            "          [-2.1008, -2.1008, -2.0837,  ...,  1.5639,  1.5982,  1.5125],\n",
            "          [-2.1008, -2.1008, -2.1008,  ...,  1.5639,  1.4440,  1.5125]],\n",
            "\n",
            "         [[-0.8803, -1.1604, -1.2654,  ...,  0.6078,  0.7129,  0.6954],\n",
            "          [-0.8627, -1.2304, -1.4405,  ...,  0.6779,  0.7304,  0.7654],\n",
            "          [-1.0553, -1.3354, -1.2479,  ...,  0.7129,  0.7654,  0.8004],\n",
            "          ...,\n",
            "          [ 0.7129,  0.7129,  0.7129,  ...,  0.8354,  0.9230,  0.6254],\n",
            "          [ 0.7129,  0.7129,  0.7304,  ...,  0.9755,  0.9930,  0.9230],\n",
            "          [ 0.7129,  0.7129,  0.7304,  ...,  0.9755,  0.8704,  0.9580]],\n",
            "\n",
            "         [[-1.3861, -1.3861, -1.4559,  ...,  0.6008,  0.8274,  0.7402],\n",
            "          [-1.3339, -1.4384, -1.5256,  ...,  0.6705,  0.8099,  0.8099],\n",
            "          [-1.2990, -1.4384, -1.4733,  ...,  0.7054,  0.8099,  0.8797],\n",
            "          ...,\n",
            "          [ 0.4788,  0.4788,  0.5485,  ...,  0.6182,  0.7054,  0.4614],\n",
            "          [ 0.5136,  0.5485,  0.5485,  ...,  0.7054,  0.7576,  0.6705],\n",
            "          [ 0.4788,  0.5485,  0.4962,  ...,  0.6705,  0.6531,  0.6879]]],\n",
            "\n",
            "\n",
            "        [[[-0.3883,  0.1939, -0.0458,  ...,  1.8037,  1.8037,  1.8037],\n",
            "          [ 0.1768,  0.2796, -0.3198,  ...,  1.8550,  1.8379,  1.8208],\n",
            "          [ 0.5878,  0.0569, -0.4568,  ...,  1.8379,  1.8379,  1.7865],\n",
            "          ...,\n",
            "          [ 1.7865,  1.7865,  1.8037,  ...,  1.8037,  1.7352,  1.7523],\n",
            "          [ 1.7865,  1.7865,  1.8037,  ...,  1.7865,  1.8379,  1.7694],\n",
            "          [ 1.8037,  1.8037,  1.8037,  ...,  1.7352,  1.7694,  1.7865]],\n",
            "\n",
            "         [[-0.2850,  0.4153, -0.0574,  ...,  1.9734,  1.9559,  1.9734],\n",
            "          [ 0.3627,  0.4853, -0.3550,  ...,  1.9734,  1.9559,  1.9559],\n",
            "          [ 0.7129,  0.2052, -0.4951,  ...,  1.9734,  1.9559,  1.9559],\n",
            "          ...,\n",
            "          [ 2.0434,  2.0609,  2.0609,  ...,  2.0434,  2.0434,  2.0259],\n",
            "          [ 2.0609,  2.0609,  2.0784,  ...,  2.0434,  2.0084,  2.0259],\n",
            "          [ 2.0609,  2.0609,  2.0784,  ...,  2.0784,  2.0609,  2.0434]],\n",
            "\n",
            "         [[ 0.3219,  0.8448,  0.1128,  ...,  2.4308,  2.4134,  2.3960],\n",
            "          [ 0.8448,  0.8448, -0.1835,  ...,  2.4134,  2.4134,  2.4134],\n",
            "          [ 1.0191,  0.4439,  0.1128,  ...,  2.3960,  2.4134,  2.3960],\n",
            "          ...,\n",
            "          [ 2.4483,  2.4483,  2.4483,  ...,  2.4134,  2.4483,  2.4134],\n",
            "          [ 2.4308,  2.4134,  2.4308,  ...,  2.4308,  2.4483,  2.4308],\n",
            "          [ 2.4483,  2.3960,  2.4134,  ...,  2.4308,  2.4308,  2.4308]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-0.6965, -0.6794, -0.6965,  ..., -0.4397, -0.4397, -0.4568],\n",
            "          [-0.6623, -0.6623, -0.6623,  ..., -0.4226, -0.4397, -0.4397],\n",
            "          [-0.6109, -0.6452, -0.6281,  ..., -0.4054, -0.3712, -0.3712],\n",
            "          ...,\n",
            "          [-0.4397, -0.4054, -0.2856,  ..., -0.5767, -0.5424, -0.5424],\n",
            "          [-0.4054, -0.4397, -0.3369,  ..., -0.5596, -0.5253, -0.5082],\n",
            "          [-0.4739, -0.4739, -0.4226,  ..., -0.5596, -0.5082, -0.4739]],\n",
            "\n",
            "         [[-0.7052, -0.6702, -0.6702,  ..., -0.3200, -0.3200, -0.3375],\n",
            "          [-0.6702, -0.6527, -0.6352,  ..., -0.3025, -0.3200, -0.3200],\n",
            "          [-0.6352, -0.6352, -0.6176,  ..., -0.3025, -0.2675, -0.2675],\n",
            "          ...,\n",
            "          [-0.5301, -0.4951, -0.4076,  ..., -0.5651, -0.5476, -0.5476],\n",
            "          [-0.4951, -0.5301, -0.4776,  ..., -0.5651, -0.5301, -0.5126],\n",
            "          [-0.5476, -0.5826, -0.5651,  ..., -0.5476, -0.5126, -0.4776]],\n",
            "\n",
            "         [[-0.6890, -0.6541, -0.6541,  ..., -0.2707, -0.2707, -0.2881],\n",
            "          [-0.6715, -0.6541, -0.6193,  ..., -0.2532, -0.2707, -0.2707],\n",
            "          [-0.6367, -0.6541, -0.6018,  ..., -0.2532, -0.2184, -0.2184],\n",
            "          ...,\n",
            "          [-0.6890, -0.6541, -0.5495,  ..., -0.6541, -0.6367, -0.6367],\n",
            "          [-0.6541, -0.7064, -0.6193,  ..., -0.6367, -0.6193, -0.6193],\n",
            "          [-0.7064, -0.7587, -0.7238,  ..., -0.6367, -0.6193, -0.5844]]],\n",
            "\n",
            "\n",
            "        [[[ 2.2318,  2.2318,  2.2318,  ..., -0.1999, -0.0801,  0.1254],\n",
            "          [ 2.2318,  2.2318,  2.2318,  ..., -0.1143,  0.1597,  0.3994],\n",
            "          [ 2.2318,  2.2318,  2.2318,  ..., -0.0801,  0.1083,  0.3481],\n",
            "          ...,\n",
            "          [-1.2274, -1.1247, -1.1932,  ..., -1.1589, -1.4500, -1.5357],\n",
            "          [-1.1418, -1.2788, -1.2959,  ..., -1.3130, -1.4500, -1.5699],\n",
            "          [-1.2959, -1.3302, -1.3302,  ..., -1.3644, -1.3473, -1.5014]],\n",
            "\n",
            "         [[ 2.4111,  2.4111,  2.4111,  ..., -0.4076, -0.2325, -0.0049],\n",
            "          [ 2.4111,  2.4111,  2.4111,  ..., -0.3025, -0.0399,  0.1527],\n",
            "          [ 2.4111,  2.4111,  2.4111,  ..., -0.2150, -0.0574,  0.1176],\n",
            "          ...,\n",
            "          [-0.7927, -0.6877, -0.8452,  ..., -0.8452, -1.0553, -1.1779],\n",
            "          [-0.7052, -0.7927, -0.8102,  ..., -0.8978, -1.0028, -1.2304],\n",
            "          [-0.8803, -0.8452, -0.8978,  ..., -1.1078, -0.9328, -1.1078]],\n",
            "\n",
            "         [[ 2.6226,  2.6226,  2.6226,  ..., -1.0201, -0.9156, -0.6715],\n",
            "          [ 2.6226,  2.6226,  2.6226,  ..., -0.8458, -0.6890, -0.5321],\n",
            "          [ 2.6226,  2.6226,  2.6226,  ..., -0.7413, -0.6541, -0.5321],\n",
            "          ...,\n",
            "          [-1.6127, -1.6650, -1.5779,  ..., -1.6127, -1.6650, -1.7347],\n",
            "          [-1.6650, -1.6650, -1.6476,  ..., -1.6824, -1.7522, -1.7173],\n",
            "          [-1.6824, -1.6650, -1.6824,  ..., -1.6999, -1.7347, -1.6650]]],\n",
            "\n",
            "\n",
            "        [[[ 0.3138,  0.0398, -0.4739,  ..., -0.4226, -0.4568, -0.0116],\n",
            "          [ 0.1083, -0.5424, -0.6452,  ..., -0.1486, -0.3198, -0.2856],\n",
            "          [-0.5082, -0.9534, -1.1075,  ...,  0.1939, -0.1657, -0.3027],\n",
            "          ...,\n",
            "          [-0.0629,  0.4508,  0.7933,  ...,  1.1358,  0.0741, -0.6452],\n",
            "          [-0.0629,  0.2796,  0.5536,  ...,  1.0502,  0.6906, -0.3712],\n",
            "          [ 0.1939,  0.5536,  0.1426,  ...,  0.7419,  1.0673,  0.9132]],\n",
            "\n",
            "         [[ 0.5203, -0.0224, -0.5476,  ..., -0.5826, -0.4951,  0.2052],\n",
            "          [ 0.3277, -0.3200, -0.2675,  ..., -0.0049, -0.1450, -0.1099],\n",
            "          [-0.4776, -0.7752, -0.8627,  ...,  0.1702,  0.0651, -0.0049],\n",
            "          ...,\n",
            "          [ 0.0651,  0.5728,  0.8704,  ...,  1.0280,  0.2752, -0.3025],\n",
            "          [ 0.0826,  0.4328,  0.6604,  ...,  0.9580,  0.7304, -0.2325],\n",
            "          [ 0.3627,  0.7304,  0.2577,  ...,  0.6604,  0.9755,  0.8704]],\n",
            "\n",
            "         [[-0.5321, -0.9504, -1.1421,  ..., -0.7238, -0.7761, -0.3578],\n",
            "          [-0.4798, -0.9504, -0.8981,  ..., -0.5147, -0.6193, -0.6018],\n",
            "          [-0.7238, -1.1247, -1.1944,  ..., -0.4450, -0.5147, -0.5670],\n",
            "          ...,\n",
            "          [-0.4450,  0.0605,  0.5485,  ...,  0.8274, -0.2881, -1.0724],\n",
            "          [-0.4450, -0.1138,  0.2871,  ...,  0.7402,  0.4091, -0.7238],\n",
            "          [-0.1835,  0.1651, -0.1661,  ...,  0.4439,  0.8448,  0.6182]]]])\n",
            "tensor([[[[-2.1179, -2.1179, -2.1008,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          ...,\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -2.1179, -2.1179, -2.1179]],\n",
            "\n",
            "         [[-2.0357, -2.0357, -2.0182,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          ...,\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357]],\n",
            "\n",
            "         [[-1.8044, -1.8044, -1.7870,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          ...,\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.8044]]],\n",
            "\n",
            "\n",
            "        [[[-1.6042, -1.5699, -1.5185,  ..., -1.1418, -1.1589, -1.1932],\n",
            "          [-1.5870, -1.5528, -1.5357,  ..., -1.1418, -1.1932, -1.2274],\n",
            "          [-1.5870, -1.5528, -1.5014,  ..., -1.1932, -1.2274, -1.2617],\n",
            "          ...,\n",
            "          [-1.8782, -1.8782, -1.8782,  ..., -1.3815, -1.2617, -1.0904],\n",
            "          [-1.8953, -1.8610, -1.8782,  ..., -1.5699, -1.3644, -1.2788],\n",
            "          [-1.9295, -1.8953, -1.9124,  ..., -1.7240, -1.5185, -1.2959]],\n",
            "\n",
            "         [[-1.5630, -1.5455, -1.5280,  ..., -1.1078, -1.1253, -1.1604],\n",
            "          [-1.5455, -1.5105, -1.5280,  ..., -1.1253, -1.1779, -1.2129],\n",
            "          [-1.5455, -1.5455, -1.4930,  ..., -1.1779, -1.2129, -1.2479],\n",
            "          ...,\n",
            "          [-1.8256, -1.8256, -1.8256,  ..., -1.4230, -1.3179, -1.1604],\n",
            "          [-1.8431, -1.8081, -1.8256,  ..., -1.6155, -1.4230, -1.3529],\n",
            "          [-1.8782, -1.8431, -1.8606,  ..., -1.7381, -1.5630, -1.3529]],\n",
            "\n",
            "         [[-1.4210, -1.3861, -1.3687,  ..., -1.0376, -1.0550, -1.0898],\n",
            "          [-1.4036, -1.3687, -1.3687,  ..., -1.0027, -1.0724, -1.1073],\n",
            "          [-1.4036, -1.3861, -1.3339,  ..., -1.0550, -1.0898, -1.1247],\n",
            "          ...,\n",
            "          [-1.5430, -1.5430, -1.5430,  ..., -1.1770, -1.1073, -0.9504],\n",
            "          [-1.5604, -1.5256, -1.5430,  ..., -1.3513, -1.2119, -1.1421],\n",
            "          [-1.5953, -1.5604, -1.5779,  ..., -1.4733, -1.3513, -1.1596]]],\n",
            "\n",
            "\n",
            "        [[[-0.5596, -0.5767, -0.5767,  ..., -0.5938, -0.5767, -0.5938],\n",
            "          [-0.5253, -0.5253, -0.5596,  ..., -0.5596, -0.5596, -0.5767],\n",
            "          [-0.5424, -0.5424, -0.5424,  ..., -0.5424, -0.5424, -0.5767],\n",
            "          ...,\n",
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            "          [-0.7650, -0.7479, -0.7308,  ..., -0.7479, -0.7479, -0.7650],\n",
            "          [-0.7993, -0.7650, -0.7650,  ..., -0.7479, -0.7650, -0.7822]],\n",
            "\n",
            "         [[-0.4251, -0.4426, -0.4426,  ..., -0.4601, -0.4426, -0.4601],\n",
            "          [-0.3901, -0.3901, -0.4251,  ..., -0.4251, -0.4251, -0.4426],\n",
            "          [-0.4076, -0.4076, -0.4076,  ..., -0.4076, -0.4076, -0.4426],\n",
            "          ...,\n",
            "          [-0.6702, -0.6527, -0.6527,  ..., -0.6527, -0.6527, -0.6702],\n",
            "          [-0.6877, -0.6702, -0.6527,  ..., -0.6702, -0.6702, -0.6877],\n",
            "          [-0.7227, -0.6877, -0.6877,  ..., -0.6702, -0.6877, -0.7052]],\n",
            "\n",
            "         [[-0.4450, -0.4624, -0.4624,  ..., -0.4798, -0.4624, -0.4798],\n",
            "          [-0.4275, -0.4275, -0.4624,  ..., -0.4450, -0.4450, -0.4624],\n",
            "          [-0.4624, -0.4624, -0.4624,  ..., -0.4275, -0.4275, -0.4624],\n",
            "          ...,\n",
            "          [-0.6715, -0.6541, -0.6541,  ..., -0.6890, -0.6890, -0.7064],\n",
            "          [-0.6890, -0.6715, -0.6541,  ..., -0.7064, -0.7064, -0.7238],\n",
            "          [-0.7238, -0.6890, -0.6890,  ..., -0.7064, -0.7238, -0.7413]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-1.9467, -1.9467, -1.9467,  ..., -0.1828, -0.3027, -0.4739],\n",
            "          [-1.8953, -1.9124, -1.9295,  ..., -0.3712, -0.5424, -0.5767],\n",
            "          [-1.9124, -1.9124, -1.8953,  ..., -0.5938, -0.6109, -0.4568],\n",
            "          ...,\n",
            "          [-1.9467, -1.9467, -1.9467,  ..., -1.8610, -1.8782, -1.8782],\n",
            "          [-1.9467, -1.9295, -1.9467,  ..., -1.8610, -1.8610, -1.8782],\n",
            "          [-1.9467, -1.9295, -1.9467,  ..., -1.8953, -1.8782, -1.8782]],\n",
            "\n",
            "         [[-1.7206, -1.7206, -1.7031,  ..., -1.1078, -1.2479, -1.4405],\n",
            "          [-1.6681, -1.6856, -1.7031,  ..., -1.3354, -1.4405, -1.4755],\n",
            "          [-1.6856, -1.6856, -1.6506,  ..., -1.5105, -1.5105, -1.4055],\n",
            "          ...,\n",
            "          [-1.8431, -1.8431, -1.8431,  ..., -1.8081, -1.8081, -1.8256],\n",
            "          [-1.8431, -1.8431, -1.8431,  ..., -1.8081, -1.7906, -1.8081],\n",
            "          [-1.8606, -1.8431, -1.8431,  ..., -1.8431, -1.8256, -1.8256]],\n",
            "\n",
            "         [[-1.2816, -1.2641, -1.2467,  ..., -0.7413, -0.8807, -1.0898],\n",
            "          [-1.2293, -1.2293, -1.2467,  ..., -0.9330, -1.0550, -1.1247],\n",
            "          [-1.2293, -1.2293, -1.2119,  ..., -1.0898, -1.1247, -1.0376],\n",
            "          ...,\n",
            "          [-1.5779, -1.5779, -1.5779,  ..., -1.5779, -1.5779, -1.5779],\n",
            "          [-1.5779, -1.5779, -1.5779,  ..., -1.5779, -1.5779, -1.5953],\n",
            "          [-1.5953, -1.5779, -1.5779,  ..., -1.5779, -1.5604, -1.5604]]],\n",
            "\n",
            "\n",
            "        [[[-0.6623, -0.6623, -0.6452,  ..., -0.1486, -0.1314, -0.1143],\n",
            "          [-0.6452, -0.6452, -0.6281,  ..., -0.1314, -0.1314, -0.1143],\n",
            "          [-0.6452, -0.6281, -0.6281,  ..., -0.0972, -0.1143, -0.1143],\n",
            "          ...,\n",
            "          [-0.6623, -0.6623, -0.6452,  ..., -0.6452, -0.6452, -0.6623],\n",
            "          [-0.6623, -0.6623, -0.6623,  ..., -0.6452, -0.6452, -0.6452],\n",
            "          [-0.6623, -0.6623, -0.6623,  ..., -0.6452, -0.6452, -0.6281]],\n",
            "\n",
            "         [[-1.3354, -1.3529, -1.3354,  ..., -0.9328, -0.8978, -0.8803],\n",
            "          [-1.3354, -1.3354, -1.3179,  ..., -0.8978, -0.8978, -0.8803],\n",
            "          [-1.3179, -1.3179, -1.3179,  ..., -0.8803, -0.8803, -0.8803],\n",
            "          ...,\n",
            "          [-1.3004, -1.3004, -1.2829,  ..., -1.3179, -1.3179, -1.3354],\n",
            "          [-1.3004, -1.3004, -1.3179,  ..., -1.3179, -1.3179, -1.3179],\n",
            "          [-1.3004, -1.3179, -1.3179,  ..., -1.3179, -1.3179, -1.3004]],\n",
            "\n",
            "         [[-0.5147, -0.4973, -0.4798,  ..., -0.4101, -0.3753, -0.3578],\n",
            "          [-0.5147, -0.4798, -0.4624,  ..., -0.3927, -0.3753, -0.3578],\n",
            "          [-0.4973, -0.4798, -0.4624,  ..., -0.3753, -0.3578, -0.3578],\n",
            "          ...,\n",
            "          [-0.5495, -0.5495, -0.5321,  ..., -0.5495, -0.5495, -0.5670],\n",
            "          [-0.5495, -0.5495, -0.5147,  ..., -0.5147, -0.5147, -0.5147],\n",
            "          [-0.5495, -0.5321, -0.5147,  ..., -0.5147, -0.5147, -0.4973]]],\n",
            "\n",
            "\n",
            "        [[[-0.0972, -0.0972, -0.0972,  ..., -0.0801, -0.0801, -0.0801],\n",
            "          [-0.0972, -0.0972, -0.0801,  ..., -0.0801, -0.0801, -0.0801],\n",
            "          [-0.0801, -0.0801, -0.0801,  ..., -0.0801, -0.0801, -0.0801],\n",
            "          ...,\n",
            "          [-0.3883, -0.3883, -0.3883,  ..., -0.5082, -0.5082, -0.5082],\n",
            "          [-0.3883, -0.3883, -0.3883,  ..., -0.5082, -0.5082, -0.5082],\n",
            "          [-0.3883, -0.3883, -0.3883,  ..., -0.5082, -0.5082, -0.5082]],\n",
            "\n",
            "         [[-0.5301, -0.5301, -0.5301,  ..., -0.4951, -0.4951, -0.4951],\n",
            "          [-0.5301, -0.5301, -0.5126,  ..., -0.4951, -0.4951, -0.4951],\n",
            "          [-0.5126, -0.5126, -0.5126,  ..., -0.4951, -0.4951, -0.4951],\n",
            "          ...,\n",
            "          [-1.0378, -1.0378, -1.0378,  ..., -1.2129, -1.2129, -1.2129],\n",
            "          [-1.0378, -1.0378, -1.0378,  ..., -1.2129, -1.2129, -1.2129],\n",
            "          [-1.0378, -1.0378, -1.0378,  ..., -1.2129, -1.2129, -1.2129]],\n",
            "\n",
            "         [[-0.7064, -0.7064, -0.6715,  ..., -0.6193, -0.6193, -0.6193],\n",
            "          [-0.7064, -0.6890, -0.6541,  ..., -0.6193, -0.6193, -0.6193],\n",
            "          [-0.6890, -0.6890, -0.6541,  ..., -0.6193, -0.6193, -0.6193],\n",
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            "          [-0.7936, -0.7936, -0.7936,  ..., -0.8458, -0.8458, -0.8458],\n",
            "          [-0.7936, -0.7936, -0.7936,  ..., -0.8458, -0.8458, -0.8458]]]])\n",
            "tensor([[[[ 1.3584,  1.1358,  1.2557,  ..., -0.2856, -0.3027, -0.2513],\n",
            "          [ 1.3755,  1.0673,  1.1015,  ..., -0.3027, -0.2684, -0.2513],\n",
            "          [ 1.2385,  0.9817,  1.0159,  ..., -0.3198, -0.3027, -0.1999],\n",
            "          ...,\n",
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            "          [ 0.7419,  0.4508,  0.2282,  ..., -1.1075, -0.5938, -0.3712],\n",
            "          [ 0.7933,  0.5536,  0.2453,  ..., -0.8164,  0.1083, -0.3027]],\n",
            "\n",
            "         [[ 1.5007,  1.3081,  1.4132,  ..., -0.0574, -0.0399,  0.0126],\n",
            "          [ 1.5357,  1.2206,  1.2556,  ..., -0.0574, -0.0049, -0.0049],\n",
            "          [ 1.4132,  1.1155,  1.1681,  ..., -0.0399, -0.0399,  0.0301],\n",
            "          ...,\n",
            "          [ 0.8179,  0.6254,  1.3606,  ..., -0.4776, -0.3550, -0.1099],\n",
            "          [ 1.1856,  0.8529,  0.7479,  ..., -0.4426, -0.0924,  0.0826],\n",
            "          [ 1.2906,  0.9580,  0.7479,  ..., -0.1625,  0.6078,  0.2052]],\n",
            "\n",
            "         [[ 1.4897,  1.2108,  1.2457,  ...,  0.2871,  0.2696,  0.3742],\n",
            "          [ 1.4548,  1.1062,  1.1062,  ...,  0.2696,  0.2522,  0.2696],\n",
            "          [ 1.2631,  0.9842,  1.0539,  ...,  0.2522,  0.1999,  0.2522],\n",
            "          ...,\n",
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            "          [ 1.0888,  0.7228,  0.5659,  ..., -0.6193, -0.6018, -0.0092],\n",
            "          [ 1.2282,  0.8448,  0.6182,  ..., -0.1835,  0.4788,  0.0779]]],\n",
            "\n",
            "\n",
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            "          [ 0.2796,  0.2967,  0.2796,  ...,  0.4166,  0.4679,  0.5022],\n",
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            "          [-0.3369, -0.1314,  0.0741,  ..., -1.3473, -1.4329, -1.2274]],\n",
            "\n",
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            "          [ 0.6078,  0.6254,  0.6254,  ...,  0.2752,  0.3102,  0.3277],\n",
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            "          [-1.3529, -1.2129, -1.1253,  ..., -0.6527, -0.7402, -0.6001]],\n",
            "\n",
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            "          [ 0.2522,  0.2696,  0.2522,  ...,  0.1651,  0.2173,  0.2696],\n",
            "          [ 0.1999,  0.2522,  0.2348,  ...,  0.1999,  0.2348,  0.2871],\n",
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            "          [-1.5779, -1.5953, -1.5953,  ..., -0.8284, -0.8633, -0.7064]]],\n",
            "\n",
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            "          [-0.3369, -1.5014, -1.7925,  ...,  0.2624,  0.4679,  0.4679],\n",
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            "          [-1.1932, -1.0390, -1.0733,  ...,  2.2318,  2.2318,  2.2318]],\n",
            "\n",
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            "          [-1.2129, -1.4755, -1.7381,  ...,  0.6429,  0.7654,  0.8004],\n",
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            "          ...,\n",
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            "          [-1.0378, -0.8978, -0.9503,  ...,  2.4286,  2.4286,  2.4286]],\n",
            "\n",
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            "          [-1.0376, -0.8981, -0.9156,  ...,  2.5006,  2.5006,  2.5006]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
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            "          [-1.2274, -1.2103, -1.1932,  ..., -0.7822, -0.7308, -0.7650],\n",
            "          [-1.2103, -1.2103, -1.1932,  ..., -0.7479, -0.7137, -0.7479],\n",
            "          ...,\n",
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            "          [-1.6213, -1.6213, -1.6213,  ..., -1.7754, -1.7754, -1.7583]],\n",
            "\n",
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            "          [-1.0378, -1.0028, -0.9853,  ..., -0.6702, -0.6001, -0.6352],\n",
            "          [-1.0028, -1.0028, -0.9853,  ..., -0.6352, -0.5826, -0.6176],\n",
            "          ...,\n",
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            "          [-1.3004, -1.2829, -1.2829,  ..., -1.4930, -1.4930, -1.5105]],\n",
            "\n",
            "         [[-0.3578, -0.3578, -0.3578,  ..., -0.6890, -0.6715, -0.6541],\n",
            "          [-0.3578, -0.3578, -0.3404,  ..., -0.6715, -0.6193, -0.6890],\n",
            "          [-0.3578, -0.3578, -0.3404,  ..., -0.6367, -0.6018, -0.6715],\n",
            "          ...,\n",
            "          [-0.7587, -0.7761, -0.7936,  ..., -1.1596, -1.1421, -1.1247],\n",
            "          [-0.7761, -0.7761, -0.8110,  ..., -1.1596, -1.1421, -1.1421],\n",
            "          [-0.7936, -0.7936, -0.8284,  ..., -1.1596, -1.1596, -1.1596]]],\n",
            "\n",
            "\n",
            "        [[[ 2.1462,  2.1119,  2.1119,  ..., -0.6109, -0.6109, -0.6452],\n",
            "          [ 2.1119,  2.1119,  2.1119,  ..., -0.5938, -0.6281, -0.6452],\n",
            "          [ 2.0948,  2.1119,  2.1119,  ..., -0.5596, -0.6281, -0.6452],\n",
            "          ...,\n",
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            "          [-1.1075, -1.0904, -1.0733,  ..., -1.0904, -1.0904, -1.0904]],\n",
            "\n",
            "         [[ 1.7633,  1.7283,  1.7283,  ..., -0.8803, -0.8803, -0.9153],\n",
            "          [ 1.7108,  1.7283,  1.7283,  ..., -0.8803, -0.8978, -0.9153],\n",
            "          [ 1.6933,  1.7108,  1.7283,  ..., -0.8452, -0.8978, -0.9153],\n",
            "          ...,\n",
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            "          [-1.5980, -1.5980, -1.5980,  ..., -1.6856, -1.6856, -1.6856],\n",
            "          [-1.6155, -1.5980, -1.5980,  ..., -1.6856, -1.6856, -1.6856]],\n",
            "\n",
            "         [[ 1.1585,  1.1062,  1.0539,  ..., -0.8807, -0.8458, -0.8807],\n",
            "          [ 1.1411,  1.1062,  1.0714,  ..., -0.8633, -0.8807, -0.8807],\n",
            "          [ 1.1411,  1.1237,  1.0888,  ..., -0.8284, -0.8633, -0.8807],\n",
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            "          [-1.5779, -1.5779, -1.5779,  ..., -1.6302, -1.6302, -1.6302],\n",
            "          [-1.5953, -1.5779, -1.5779,  ..., -1.6302, -1.6302, -1.6302]]],\n",
            "\n",
            "\n",
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            "          [-1.8439, -1.8782, -1.8610,  ..., -1.8097, -1.7583, -1.7754],\n",
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            "          ...,\n",
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            "          [-1.5870, -1.9467, -1.9980,  ..., -1.8097, -1.7925, -1.7583],\n",
            "          [-1.5699, -1.9638, -2.0323,  ..., -1.8097, -1.7925, -1.7583]],\n",
            "\n",
            "         [[-1.7206, -1.7381, -1.7731,  ..., -1.7731, -1.7906, -1.7731],\n",
            "          [-1.7556, -1.7906, -1.7906,  ..., -1.7906, -1.7381, -1.7556],\n",
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            "          ...,\n",
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            "          [-1.4755, -1.8606, -1.8957,  ..., -1.7731, -1.7381, -1.7381],\n",
            "          [-1.4230, -1.8782, -1.9132,  ..., -1.7731, -1.7556, -1.7381]],\n",
            "\n",
            "         [[-1.2641, -1.2467, -1.2816,  ..., -1.3339, -1.3339, -1.2990],\n",
            "          [-1.3164, -1.3513, -1.3339,  ..., -1.3861, -1.3164, -1.2990],\n",
            "          [-1.3513, -1.3861, -1.3861,  ..., -1.3513, -1.3339, -1.2990],\n",
            "          ...,\n",
            "          [-1.0027, -1.3861, -1.4210,  ..., -1.3339, -1.3164, -1.2293],\n",
            "          [-0.9853, -1.4036, -1.4210,  ..., -1.3164, -1.2641, -1.2816],\n",
            "          [-0.9330, -1.4036, -1.4210,  ..., -1.3164, -1.2816, -1.2816]]]])\n",
            "tensor([[[[ 0.5707,  0.5193,  0.5022,  ...,  0.2282,  0.2453,  0.3138],\n",
            "          [ 0.5536,  0.5022,  0.4851,  ...,  0.1939,  0.2282,  0.2796],\n",
            "          [ 0.5536,  0.5022,  0.4851,  ...,  0.2111,  0.2282,  0.2796],\n",
            "          ...,\n",
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            "          [-0.9020, -0.9192, -0.8849,  ...,  0.0056,  0.0912,  0.2453]],\n",
            "\n",
            "         [[ 1.2906,  1.2381,  1.2206,  ...,  0.9405,  0.9230,  0.9755],\n",
            "          [ 1.2731,  1.2206,  1.2031,  ...,  0.9230,  0.9055,  0.9580],\n",
            "          [ 1.2731,  1.2206,  1.2031,  ...,  0.9580,  0.9405,  0.9755],\n",
            "          ...,\n",
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            "          [-1.0903, -1.0903, -1.0728,  ..., -0.0749, -0.0574,  0.0651],\n",
            "          [-1.0728, -1.0903, -1.0553,  ..., -0.1099, -0.0574,  0.0826]],\n",
            "\n",
            "         [[ 2.2914,  2.2391,  2.2217,  ...,  1.9951,  2.0125,  2.0648],\n",
            "          [ 2.2740,  2.2217,  2.2043,  ...,  1.9603,  1.9777,  2.0300],\n",
            "          [ 2.2740,  2.2217,  2.2043,  ...,  1.9777,  1.9951,  2.0300],\n",
            "          ...,\n",
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            "          [-1.1247, -1.1421, -1.1073,  ..., -0.2184, -0.1487, -0.0092]]],\n",
            "\n",
            "\n",
            "        [[[ 0.0912,  0.1254,  0.3309,  ..., -0.8335, -0.8335, -0.8507],\n",
            "          [ 0.0741,  0.0056,  0.3309,  ..., -0.7308, -0.8849, -1.1075],\n",
            "          [-0.0287, -0.2171,  0.3994,  ..., -0.8678, -1.0733, -1.2274],\n",
            "          ...,\n",
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            "          [-1.8953, -1.8439, -1.8097,  ..., -1.0733, -0.9705, -1.0390],\n",
            "          [-1.8782, -1.8782, -1.8268,  ..., -1.1247, -1.0048, -0.9363]],\n",
            "\n",
            "         [[ 0.3277, -0.0049,  0.3452,  ..., -0.9853, -0.9503, -0.9153],\n",
            "          [ 0.1352, -0.1450,  0.1527,  ..., -0.8978, -0.9328, -1.1253],\n",
            "          [ 0.0476, -0.3375,  0.2052,  ..., -0.9328, -1.1253, -1.3004],\n",
            "          ...,\n",
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            "          [-1.2829, -1.2129, -1.1779,  ..., -0.9153, -0.8277, -0.8803],\n",
            "          [-1.2129, -1.1954, -1.1954,  ..., -0.9328, -0.8277, -0.8102]],\n",
            "\n",
            "         [[ 0.5659, -0.1138,  0.3916,  ..., -0.8807, -0.8458, -0.8284],\n",
            "          [ 0.2871, -0.1661,  0.2173,  ..., -0.7761, -0.8284, -1.0376],\n",
            "          [ 0.1302, -0.2358,  0.2871,  ..., -0.8633, -1.0201, -1.1770],\n",
            "          ...,\n",
            "          [-0.4450, -0.6018, -0.6018,  ..., -0.4973, -0.6018, -0.6018],\n",
            "          [-0.7761, -0.6715, -0.5844,  ..., -0.6890, -0.6541, -0.6367],\n",
            "          [-0.6367, -0.5844, -0.5844,  ..., -0.6890, -0.6193, -0.5670]]],\n",
            "\n",
            "\n",
            "        [[[-0.5767, -0.5596, -0.5424,  ..., -0.5938,  0.0569, -0.0116],\n",
            "          [-0.5767, -0.5596, -0.5424,  ..., -0.8678, -0.5938,  0.0227],\n",
            "          [-0.5424, -0.5082, -0.5253,  ..., -0.7650, -0.9020, -0.6109],\n",
            "          ...,\n",
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            "          [-0.1828, -0.1314, -0.1143,  ...,  0.0912,  0.0569,  0.0569],\n",
            "          [-0.2342, -0.1486, -0.1486,  ...,  0.0741,  0.0741,  0.0569]],\n",
            "\n",
            "         [[-0.4426, -0.4426, -0.4076,  ..., -0.3375,  0.5553,  0.6779],\n",
            "          [-0.4426, -0.4076, -0.3901,  ..., -0.5651, -0.2675,  0.5553],\n",
            "          [-0.4076, -0.3550, -0.3725,  ..., -0.4601, -0.6001, -0.3375],\n",
            "          ...,\n",
            "          [-0.3025, -0.2325, -0.1975,  ..., -0.3901, -0.4076, -0.4076],\n",
            "          [-0.2850, -0.2500, -0.2325,  ..., -0.3901, -0.4251, -0.4426],\n",
            "          [-0.3375, -0.2850, -0.2675,  ..., -0.4076, -0.4076, -0.4251]],\n",
            "\n",
            "         [[-0.3578, -0.4450, -0.4973,  ..., -0.0092,  1.0191,  1.6640],\n",
            "          [-0.4275, -0.4973, -0.5321,  ..., -0.2532,  0.0256,  1.0539],\n",
            "          [-0.4798, -0.4798, -0.5147,  ..., -0.0267, -0.2184, -0.0267],\n",
            "          ...,\n",
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            "          [-1.0201, -1.0376, -1.1421,  ..., -1.5779, -1.5779, -1.5779],\n",
            "          [-0.9853, -0.9678, -1.1247,  ..., -1.5779, -1.5953, -1.6127]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 0.5193,  0.5364,  0.5193,  ...,  0.5193,  0.5193,  0.5022],\n",
            "          [ 0.5193,  0.5193,  0.5536,  ...,  0.5193,  0.5022,  0.5193],\n",
            "          [ 0.5193,  0.5193,  0.5536,  ...,  0.5193,  0.5193,  0.5193],\n",
            "          ...,\n",
            "          [ 1.6153,  1.6153,  1.5982,  ..., -0.1657, -0.1486, -0.1143],\n",
            "          [ 1.5810,  1.5810,  1.5810,  ...,  0.1083,  0.0569, -0.0458],\n",
            "          [ 1.5982,  1.6324,  1.6495,  ...,  0.4166,  0.3823,  0.3138]],\n",
            "\n",
            "         [[ 0.6604,  0.6779,  0.6604,  ...,  0.6604,  0.6604,  0.6429],\n",
            "          [ 0.6604,  0.6604,  0.6954,  ...,  0.6604,  0.6429,  0.6604],\n",
            "          [ 0.6604,  0.6604,  0.6954,  ...,  0.6604,  0.6604,  0.6604],\n",
            "          ...,\n",
            "          [ 1.7808,  1.7808,  1.7633,  ..., -0.0399, -0.0224,  0.0126],\n",
            "          [ 1.7458,  1.7458,  1.7458,  ...,  0.2402,  0.1877,  0.0826],\n",
            "          [ 1.7633,  1.7983,  1.8158,  ...,  0.5553,  0.5203,  0.4503]],\n",
            "\n",
            "         [[ 0.8797,  0.8971,  0.8797,  ...,  0.8797,  0.8797,  0.8622],\n",
            "          [ 0.8797,  0.8797,  0.9145,  ...,  0.8797,  0.8622,  0.8797],\n",
            "          [ 0.8797,  0.8797,  0.9145,  ...,  0.8797,  0.8797,  0.8797],\n",
            "          ...,\n",
            "          [ 1.9951,  1.9951,  1.9777,  ...,  0.1825,  0.1999,  0.2348],\n",
            "          [ 1.9603,  1.9603,  1.9603,  ...,  0.4614,  0.4091,  0.3045],\n",
            "          [ 1.9777,  2.0125,  2.0300,  ...,  0.7751,  0.7402,  0.6705]]],\n",
            "\n",
            "\n",
            "        [[[-0.8507, -1.1247, -1.2788,  ..., -0.6623, -0.5082, -0.6109],\n",
            "          [-0.9020, -1.1589, -1.3302,  ..., -0.7308, -0.7479, -0.5767],\n",
            "          [-0.9534, -0.9534, -0.9877,  ..., -0.8849, -0.8164, -0.6109],\n",
            "          ...,\n",
            "          [ 1.4954,  1.4783,  1.4612,  ...,  1.4954,  1.4954,  1.5125],\n",
            "          [ 1.4612,  1.4954,  1.4783,  ...,  1.4783,  1.4954,  1.4954],\n",
            "          [ 1.4098,  1.4440,  1.4612,  ...,  1.4612,  1.4612,  1.4954]],\n",
            "\n",
            "         [[-0.9153, -1.1078, -1.3529,  ..., -0.7227, -0.5476, -0.6527],\n",
            "          [-0.9328, -1.2829, -1.3529,  ..., -0.7227, -0.7052, -0.5826],\n",
            "          [-0.9503, -1.0028, -1.0203,  ..., -0.8452, -0.7752, -0.6527],\n",
            "          ...,\n",
            "          [ 1.7108,  1.7108,  1.7108,  ...,  1.7108,  1.7283,  1.7283],\n",
            "          [ 1.6758,  1.7458,  1.7283,  ...,  1.6933,  1.7283,  1.7283],\n",
            "          [ 1.6232,  1.6758,  1.7108,  ...,  1.6758,  1.7108,  1.7458]],\n",
            "\n",
            "         [[-0.9504, -1.1596, -1.4210,  ..., -0.6367, -0.4450, -0.5495],\n",
            "          [-1.0027, -1.2816, -1.4036,  ..., -0.5670, -0.6193, -0.4624],\n",
            "          [-0.9853, -0.9853, -1.0027,  ..., -0.7587, -0.6715, -0.4973],\n",
            "          ...,\n",
            "          [ 2.0125,  1.9951,  1.9951,  ...,  2.0300,  2.0300,  2.0648],\n",
            "          [ 1.9777,  2.0300,  2.0125,  ...,  2.0300,  2.0474,  2.0474],\n",
            "          [ 1.9254,  1.9603,  1.9951,  ...,  2.0125,  2.0300,  2.0648]]],\n",
            "\n",
            "\n",
            "        [[[ 1.1872,  1.1529,  1.0844,  ...,  0.3138,  0.4679,  0.6221],\n",
            "          [ 1.1700,  1.1187,  0.9817,  ...,  0.3138,  0.4851,  0.6049],\n",
            "          [ 1.1358,  1.1015,  0.8789,  ...,  0.3309,  0.5193,  0.6049],\n",
            "          ...,\n",
            "          [ 0.2453,  0.1939,  0.1597,  ..., -0.5767, -0.5767, -0.6623],\n",
            "          [ 0.2624,  0.2282,  0.1426,  ..., -0.5424, -0.5767, -0.6452],\n",
            "          [ 0.2453,  0.2453,  0.0912,  ..., -0.4911, -0.5767, -0.6281]],\n",
            "\n",
            "         [[ 0.9230,  0.8529,  0.8354,  ...,  0.3627,  0.4853,  0.6078],\n",
            "          [ 0.9055,  0.8529,  0.7829,  ...,  0.3803,  0.5203,  0.5903],\n",
            "          [ 0.9055,  0.8704,  0.7129,  ...,  0.3803,  0.5203,  0.5378],\n",
            "          ...,\n",
            "          [ 0.3627,  0.2927,  0.2577,  ..., -0.4951, -0.4951, -0.5301],\n",
            "          [ 0.3803,  0.3452,  0.2402,  ..., -0.4601, -0.5301, -0.5651],\n",
            "          [ 0.3803,  0.3452,  0.1702,  ..., -0.4251, -0.4951, -0.5301]],\n",
            "\n",
            "         [[-0.0615, -0.1835, -0.3055,  ...,  0.1302,  0.1825,  0.1651],\n",
            "          [-0.0615, -0.1138, -0.2358,  ...,  0.0256,  0.1476,  0.1651],\n",
            "          [-0.2184, -0.1835, -0.3230,  ..., -0.0267,  0.1128,  0.1825],\n",
            "          ...,\n",
            "          [ 0.0605,  0.0605,  0.0779,  ..., -0.5670, -0.6541, -0.7064],\n",
            "          [ 0.0953,  0.0779,  0.0256,  ..., -0.6193, -0.7413, -0.7238],\n",
            "          [ 0.1128,  0.0605, -0.0615,  ..., -0.5670, -0.6541, -0.6715]]]])\n",
            "tensor([[[[-1.2788, -1.3130, -1.3130,  ..., -0.5424, -0.5424, -0.5424],\n",
            "          [-1.2445, -1.2959, -1.3130,  ..., -0.5253, -0.5253, -0.5424],\n",
            "          [-1.1932, -1.2617, -1.2959,  ..., -0.5082, -0.5082, -0.5253],\n",
            "          ...,\n",
            "          [ 1.0844,  1.0844,  1.0673,  ..., -0.0287, -0.0458, -0.0458],\n",
            "          [ 1.1015,  1.0844,  1.0673,  ..., -0.0287, -0.0287, -0.0287],\n",
            "          [ 1.1187,  1.0844,  1.0673,  ..., -0.0287, -0.0287, -0.0287]],\n",
            "\n",
            "         [[-1.6506, -1.6681, -1.6681,  ..., -0.6001, -0.6001, -0.6001],\n",
            "          [-1.6506, -1.6681, -1.6681,  ..., -0.5826, -0.5826, -0.6001],\n",
            "          [-1.6155, -1.6506, -1.6506,  ..., -0.5651, -0.5651, -0.5826],\n",
            "          ...,\n",
            "          [ 1.5357,  1.5532,  1.5707,  ..., -0.1275, -0.1450, -0.1450],\n",
            "          [ 1.5532,  1.5532,  1.5707,  ..., -0.1275, -0.1275, -0.1275],\n",
            "          [ 1.5707,  1.5707,  1.5707,  ..., -0.1275, -0.1275, -0.1275]],\n",
            "\n",
            "         [[-1.2990, -1.2990, -1.3164,  ..., -0.3578, -0.3578, -0.3578],\n",
            "          [-1.2816, -1.2990, -1.2990,  ..., -0.3404, -0.3404, -0.3578],\n",
            "          [-1.2816, -1.2990, -1.2990,  ..., -0.3230, -0.3230, -0.3404],\n",
            "          ...,\n",
            "          [ 1.1934,  1.1934,  1.1759,  ..., -0.1835, -0.2010, -0.2184],\n",
            "          [ 1.2108,  1.1934,  1.1759,  ..., -0.1835, -0.1835, -0.2010],\n",
            "          [ 1.2282,  1.1934,  1.1759,  ..., -0.1835, -0.1835, -0.2010]]],\n",
            "\n",
            "\n",
            "        [[[-1.8439, -1.7412, -1.7069,  ..., -1.8097, -1.8953, -1.8782],\n",
            "          [-1.7925, -1.7069, -1.7583,  ..., -1.9124, -1.9295, -1.8610],\n",
            "          [-1.7240, -1.7069, -1.7412,  ..., -1.8782, -1.8782, -1.8268],\n",
            "          ...,\n",
            "          [-1.6042, -1.5528, -1.7583,  ..., -1.9980, -1.9980, -1.7754],\n",
            "          [-1.8782, -1.7583, -1.8268,  ..., -1.9980, -2.0152, -1.6042],\n",
            "          [-1.9467, -1.7925, -1.8782,  ..., -2.0323, -2.0323, -1.2617]],\n",
            "\n",
            "         [[-1.7206, -1.7381, -1.7206,  ..., -1.8782, -1.8606, -1.8957],\n",
            "          [-1.7206, -1.6856, -1.7031,  ..., -1.8782, -1.8431, -1.8782],\n",
            "          [-1.7206, -1.7381, -1.7031,  ..., -1.8431, -1.8606, -1.8782],\n",
            "          ...,\n",
            "          [-1.5105, -1.4755, -1.6856,  ..., -1.9132, -1.8782, -1.6856],\n",
            "          [-1.7906, -1.6856, -1.7381,  ..., -1.9132, -1.8957, -1.5105],\n",
            "          [-1.8606, -1.7206, -1.7731,  ..., -1.9482, -1.8957, -1.1954]],\n",
            "\n",
            "         [[-1.4733, -1.4036, -1.4210,  ..., -1.5430, -1.5256, -1.5779],\n",
            "          [-1.4384, -1.3513, -1.4210,  ..., -1.6127, -1.5604, -1.5953],\n",
            "          [-1.4036, -1.3861, -1.4210,  ..., -1.5779, -1.5604, -1.5953],\n",
            "          ...,\n",
            "          [-1.2641, -1.1596, -1.3687,  ..., -1.6999, -1.6302, -1.3687],\n",
            "          [-1.5779, -1.3687, -1.4384,  ..., -1.6824, -1.6127, -1.2293],\n",
            "          [-1.6476, -1.4210, -1.4907,  ..., -1.6302, -1.5779, -0.9156]]],\n",
            "\n",
            "\n",
            "        [[[ 2.0263,  2.1633,  1.7180,  ...,  0.3994,  0.4166,  0.4337],\n",
            "          [ 1.9920,  2.1804,  2.0777,  ...,  0.3994,  0.3994,  0.4337],\n",
            "          [ 1.7694,  2.1462,  2.1633,  ...,  0.3823,  0.4337,  0.4508],\n",
            "          ...,\n",
            "          [-1.5014, -1.4329, -0.9705,  ..., -1.4329, -1.5528, -1.7754],\n",
            "          [-1.4843, -1.1589, -0.8678,  ..., -1.4672, -1.4672, -1.7069],\n",
            "          [-1.2617, -0.9020, -0.7993,  ..., -1.4843, -1.4500, -1.6727]],\n",
            "\n",
            "         [[ 1.0280,  1.6933,  1.1331,  ..., -0.3200, -0.3375, -0.3025],\n",
            "          [ 0.9755,  1.7808,  1.7633,  ..., -0.3025, -0.3375, -0.3025],\n",
            "          [ 0.7304,  1.5182,  1.6057,  ..., -0.3025, -0.3025, -0.2850],\n",
            "          ...,\n",
            "          [-1.5105, -1.4405, -1.1253,  ..., -1.7031, -1.7206, -1.7381],\n",
            "          [-1.5105, -1.2654, -1.0553,  ..., -1.7031, -1.6856, -1.7206],\n",
            "          [-1.3179, -1.1078, -1.0203,  ..., -1.7031, -1.7031, -1.7381]],\n",
            "\n",
            "         [[-0.2532,  0.2173, -0.0790,  ..., -0.7064, -0.7064, -0.7238],\n",
            "          [-0.2010,  0.3916,  0.4614,  ..., -0.6715, -0.7064, -0.7238],\n",
            "          [-0.3753,  0.1651,  0.2348,  ..., -0.7238, -0.7587, -0.7587],\n",
            "          ...,\n",
            "          [-1.2816, -1.2641, -1.0201,  ..., -1.4384, -1.4559, -1.5081],\n",
            "          [-1.3339, -1.1770, -1.0550,  ..., -1.4559, -1.4384, -1.4907],\n",
            "          [-1.1944, -1.0550, -1.0376,  ..., -1.4384, -1.4384, -1.4907]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 0.7248, -0.8335, -1.1589,  ..., -1.2617, -0.9192,  0.6734],\n",
            "          [ 0.7419, -0.8335, -1.1589,  ..., -1.2788, -0.9363,  0.6563],\n",
            "          [ 0.7591, -0.8507, -1.1932,  ..., -1.2445, -0.9020,  0.7248],\n",
            "          ...,\n",
            "          [ 0.1254, -0.6794, -0.8164,  ..., -0.7993, -0.7650,  0.0227],\n",
            "          [ 0.1426, -0.6794, -0.8507,  ..., -0.7993, -0.7479,  0.0398],\n",
            "          [ 0.1597, -0.7137, -0.8507,  ..., -0.9363, -0.8164,  0.0398]],\n",
            "\n",
            "         [[ 0.4503, -0.8978, -1.0553,  ..., -1.0378, -0.7052,  0.6429],\n",
            "          [ 0.5028, -0.8627, -1.0203,  ..., -1.0028, -0.7227,  0.6254],\n",
            "          [ 0.5728, -0.8627, -1.0553,  ..., -0.9678, -0.6702,  0.7129],\n",
            "          ...,\n",
            "          [-0.0399, -0.6176, -0.6877,  ..., -0.5651, -0.5476,  0.0476],\n",
            "          [-0.0049, -0.6176, -0.7052,  ..., -0.5651, -0.5126,  0.0826],\n",
            "          [ 0.0476, -0.6176, -0.7052,  ..., -0.7227, -0.5826,  0.0826]],\n",
            "\n",
            "         [[-0.1487, -0.6890, -0.4973,  ..., -0.3578, -0.3927,  0.4091],\n",
            "          [-0.1312, -0.6715, -0.4624,  ..., -0.3578, -0.4275,  0.3568],\n",
            "          [-0.1312, -0.7064, -0.4624,  ..., -0.3404, -0.3927,  0.4091],\n",
            "          ...,\n",
            "          [-0.5670, -0.3230,  0.0256,  ..., -0.0267, -0.2707, -0.1835],\n",
            "          [-0.5147, -0.3055,  0.0256,  ..., -0.0441, -0.2532, -0.1487],\n",
            "          [-0.4450, -0.2881,  0.0431,  ..., -0.2010, -0.3230, -0.1312]]],\n",
            "\n",
            "\n",
            "        [[[-1.6213, -1.5357, -1.5699,  ..., -1.5357, -1.6384, -1.6042],\n",
            "          [-1.6042, -1.5528, -1.5699,  ..., -1.5528, -1.6213, -1.5699],\n",
            "          [-1.5699, -1.5357, -1.5528,  ..., -1.5185, -1.5185, -1.4843],\n",
            "          ...,\n",
            "          [-1.5870, -1.6042, -1.6042,  ..., -1.5699, -1.5699, -1.6042],\n",
            "          [-1.5699, -1.5870, -1.5870,  ..., -1.5699, -1.5528, -1.5870],\n",
            "          [-1.6042, -1.5699, -1.5528,  ..., -1.5528, -1.5699, -1.5870]],\n",
            "\n",
            "         [[-1.8081, -1.7731, -1.7381,  ..., -1.6506, -1.7556, -1.7381],\n",
            "          [-1.7906, -1.7731, -1.7206,  ..., -1.6681, -1.7381, -1.7031],\n",
            "          [-1.7731, -1.7556, -1.7031,  ..., -1.6331, -1.6506, -1.6331],\n",
            "          ...,\n",
            "          [-1.8081, -1.8256, -1.8081,  ..., -1.8256, -1.8256, -1.8606],\n",
            "          [-1.8256, -1.8256, -1.8081,  ..., -1.8431, -1.8256, -1.8431],\n",
            "          [-1.8431, -1.8431, -1.8081,  ..., -1.8431, -1.8431, -1.8431]],\n",
            "\n",
            "         [[-1.4210, -1.3164, -1.2641,  ..., -1.2119, -1.3339, -1.3339],\n",
            "          [-1.4036, -1.3339, -1.2816,  ..., -1.2293, -1.3164, -1.2816],\n",
            "          [-1.3687, -1.3339, -1.2816,  ..., -1.1944, -1.2119, -1.1770],\n",
            "          ...,\n",
            "          [-1.4210, -1.4384, -1.4384,  ..., -1.4036, -1.4036, -1.4733],\n",
            "          [-1.4036, -1.4210, -1.4036,  ..., -1.4036, -1.4036, -1.4559],\n",
            "          [-1.3687, -1.3687, -1.3687,  ..., -1.4036, -1.4210, -1.4559]]],\n",
            "\n",
            "\n",
            "        [[[ 0.1083,  0.1426,  0.1597,  ..., -0.6281, -0.6281, -0.6623],\n",
            "          [ 0.1254,  0.1597,  0.1768,  ..., -0.5938, -0.6109, -0.6281],\n",
            "          [ 0.1426,  0.1768,  0.2111,  ..., -0.5596, -0.5767, -0.5938],\n",
            "          ...,\n",
            "          [-1.7069, -1.7069, -1.7240,  ..., -1.6727, -1.6898, -1.7069],\n",
            "          [-1.7240, -1.7240, -1.7240,  ..., -1.6898, -1.7069, -1.7069],\n",
            "          [-1.7412, -1.7240, -1.7240,  ..., -1.7069, -1.7069, -1.7240]],\n",
            "\n",
            "         [[ 0.4853,  0.5203,  0.5378,  ..., -0.3550, -0.3550, -0.3901],\n",
            "          [ 0.5028,  0.5378,  0.5553,  ..., -0.3200, -0.3375, -0.3550],\n",
            "          [ 0.5203,  0.5553,  0.5903,  ..., -0.2850, -0.3025, -0.3200],\n",
            "          ...,\n",
            "          [-1.7031, -1.7031, -1.7206,  ..., -1.6681, -1.6856, -1.7031],\n",
            "          [-1.7206, -1.7206, -1.7206,  ..., -1.6856, -1.7031, -1.7031],\n",
            "          [-1.7381, -1.7206, -1.7206,  ..., -1.7031, -1.7031, -1.7206]],\n",
            "\n",
            "         [[ 0.7576,  0.7576,  0.7751,  ..., -0.0092, -0.0092, -0.0441],\n",
            "          [ 0.7751,  0.7751,  0.7925,  ...,  0.0256,  0.0082, -0.0092],\n",
            "          [ 0.7925,  0.8099,  0.8274,  ...,  0.0605,  0.0431,  0.0256],\n",
            "          ...,\n",
            "          [-1.3687, -1.3687, -1.3861,  ..., -1.3687, -1.3687, -1.3687],\n",
            "          [-1.3687, -1.3687, -1.3687,  ..., -1.3687, -1.3687, -1.3687],\n",
            "          [-1.3861, -1.3687, -1.3687,  ..., -1.3687, -1.3687, -1.3861]]]])\n",
            "tensor([[[[ 0.6392,  0.5364,  0.4508,  ..., -0.7822, -0.8507, -0.8507],\n",
            "          [ 0.3823,  0.3652,  0.2453,  ..., -0.7479, -0.7650, -0.7993],\n",
            "          [-0.0287, -0.1143, -0.0458,  ..., -0.7822, -0.7993, -0.8678],\n",
            "          ...,\n",
            "          [-1.9980, -1.9295, -1.9467,  ..., -1.6042, -1.5699, -1.5357],\n",
            "          [-1.8610, -1.8953, -1.9638,  ..., -1.5528, -1.5528, -1.5528],\n",
            "          [-1.7412, -1.9124, -1.9809,  ..., -1.4329, -1.4329, -1.4329]],\n",
            "\n",
            "         [[ 1.1856,  1.0805,  0.9405,  ..., -0.4076, -0.4601, -0.4601],\n",
            "          [ 0.6954,  0.6779,  0.5553,  ..., -0.4601, -0.4601, -0.4951],\n",
            "          [ 0.0301, -0.0224,  0.0651,  ..., -0.5301, -0.5651, -0.6352],\n",
            "          ...,\n",
            "          [-1.8957, -1.8081, -1.8256,  ..., -1.4230, -1.4230, -1.3880],\n",
            "          [-1.7381, -1.7731, -1.8606,  ..., -1.3880, -1.3880, -1.3880],\n",
            "          [-1.6155, -1.7906, -1.8606,  ..., -1.2654, -1.2654, -1.2654]],\n",
            "\n",
            "         [[ 0.7751,  0.7402,  0.7054,  ..., -0.3055, -0.3404, -0.3404],\n",
            "          [ 0.2871,  0.3742,  0.3916,  ..., -0.2881, -0.3055, -0.3404],\n",
            "          [-0.3578, -0.3927, -0.2184,  ..., -0.3404, -0.3927, -0.4450],\n",
            "          ...,\n",
            "          [-1.6824, -1.6127, -1.6127,  ..., -1.1421, -1.1247, -1.0898],\n",
            "          [-1.5256, -1.5604, -1.6302,  ..., -1.1421, -1.1421, -1.1421],\n",
            "          [-1.4036, -1.5779, -1.6476,  ..., -1.0201, -1.0376, -1.0376]]],\n",
            "\n",
            "\n",
            "        [[[-1.3302, -1.2788, -1.3302,  ..., -1.3815, -1.4329, -1.4672],\n",
            "          [-1.3644, -1.2788, -1.3130,  ..., -1.3130, -1.3644, -1.3815],\n",
            "          [-1.3815, -1.2959, -1.2959,  ..., -1.2103, -1.2445, -1.2617],\n",
            "          ...,\n",
            "          [-0.6281, -0.5938, -0.5596,  ..., -1.0219, -1.0390, -1.0048],\n",
            "          [-0.7650, -0.7308, -0.6623,  ..., -1.0219, -1.0390, -1.0562],\n",
            "          [-0.8335, -0.7822, -0.7479,  ..., -1.0219, -1.0562, -1.1075]],\n",
            "\n",
            "         [[-1.3880, -1.3529, -1.4055,  ..., -1.4405, -1.4755, -1.4930],\n",
            "          [-1.4405, -1.3529, -1.3529,  ..., -1.3880, -1.4405, -1.4405],\n",
            "          [-1.4405, -1.3704, -1.3354,  ..., -1.3179, -1.3704, -1.3880],\n",
            "          ...,\n",
            "          [-0.8803, -0.8627, -0.8277,  ..., -0.9853, -1.0028, -0.9678],\n",
            "          [-0.9503, -0.9503, -0.8803,  ..., -0.9853, -1.0028, -1.0203],\n",
            "          [-0.9853, -0.9678, -0.9503,  ..., -0.9853, -1.0203, -1.0728]],\n",
            "\n",
            "         [[-1.3164, -1.2816, -1.3513,  ..., -1.3513, -1.4036, -1.4210],\n",
            "          [-1.3339, -1.2816, -1.2990,  ..., -1.3513, -1.4036, -1.4036],\n",
            "          [-1.3164, -1.2641, -1.2641,  ..., -1.2990, -1.3339, -1.3513],\n",
            "          ...,\n",
            "          [-0.8807, -0.8807, -0.8284,  ..., -0.9678, -0.9853, -0.9504],\n",
            "          [-0.9853, -0.9678, -0.8981,  ..., -0.9678, -0.9678, -0.9853],\n",
            "          [-1.0201, -1.0027, -0.9678,  ..., -0.9678, -0.9853, -1.0376]]],\n",
            "\n",
            "\n",
            "        [[[-0.7993, -0.7822, -0.7650,  ..., -0.0801, -0.1143, -0.1314],\n",
            "          [-0.7822, -0.7650, -0.7479,  ...,  0.0741,  0.0056, -0.0458],\n",
            "          [-0.7650, -0.7479, -0.7137,  ...,  0.2453,  0.1254,  0.0741],\n",
            "          ...,\n",
            "          [-0.9363, -1.0048, -1.0733,  ..., -1.2445, -1.0904, -0.9705],\n",
            "          [-0.7650, -0.9877, -1.0562,  ..., -1.2617, -1.1075, -0.9705],\n",
            "          [-0.6623, -0.9534, -1.0562,  ..., -1.1932, -1.1075, -0.9877]],\n",
            "\n",
            "         [[-0.2150, -0.2150, -0.2325,  ...,  0.2927,  0.2227,  0.1702],\n",
            "          [-0.1975, -0.1975, -0.2150,  ...,  0.4853,  0.3803,  0.2927],\n",
            "          [-0.1800, -0.1800, -0.1625,  ...,  0.7129,  0.5378,  0.4503],\n",
            "          ...,\n",
            "          [-1.1779, -1.1954, -1.2129,  ..., -1.3880, -1.2654, -1.2654],\n",
            "          [-1.0728, -1.2129, -1.2129,  ..., -1.3179, -1.2654, -1.2654],\n",
            "          [-1.0028, -1.2129, -1.2129,  ..., -1.2129, -1.2479, -1.2829]],\n",
            "\n",
            "         [[ 0.4439,  0.4439,  0.4265,  ...,  0.5136,  0.4614,  0.4439],\n",
            "          [ 0.4439,  0.4614,  0.4439,  ...,  0.6182,  0.5485,  0.4962],\n",
            "          [ 0.4788,  0.4439,  0.4788,  ...,  0.7576,  0.5834,  0.5311],\n",
            "          ...,\n",
            "          [-0.6018, -0.6367, -0.6193,  ..., -0.7587, -0.6715, -0.6890],\n",
            "          [-0.4973, -0.6367, -0.6193,  ..., -0.7064, -0.6890, -0.7238],\n",
            "          [-0.4275, -0.6193, -0.6193,  ..., -0.6193, -0.6541, -0.7587]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-0.1486, -0.0629, -0.0458,  ..., -0.6281, -0.8164, -0.7822],\n",
            "          [-0.2856, -0.0801, -0.0629,  ..., -0.6623, -0.7993, -0.7822],\n",
            "          [-0.6109, -0.5424, -0.3027,  ..., -0.6281, -0.7137, -0.6452],\n",
            "          ...,\n",
            "          [-0.2513, -0.2342, -0.2171,  ..., -0.6965, -0.9534, -1.1075],\n",
            "          [-0.2513, -0.2171, -0.2171,  ..., -0.7479, -0.9020, -0.7650],\n",
            "          [-0.2342, -0.2342, -0.2171,  ..., -0.6109, -0.6623, -0.6623]],\n",
            "\n",
            "         [[-0.5826, -0.5476, -0.5826,  ..., -0.5826, -0.9328, -0.8452],\n",
            "          [-0.7402, -0.5476, -0.5651,  ..., -0.5651, -0.8627, -0.8452],\n",
            "          [-1.0903, -1.0203, -0.7752,  ..., -0.6176, -0.8627, -0.7927],\n",
            "          ...,\n",
            "          [ 0.1352,  0.1702,  0.1702,  ..., -0.4426, -0.7227, -0.8803],\n",
            "          [ 0.1352,  0.1527,  0.1702,  ..., -0.5301, -0.7052, -0.5126],\n",
            "          [ 0.1352,  0.1176,  0.1702,  ..., -0.4076, -0.5126, -0.4951]],\n",
            "\n",
            "         [[-0.7413, -0.7587, -0.8458,  ..., -0.3404, -0.7064, -0.5844],\n",
            "          [-0.9504, -0.7761, -0.7936,  ..., -0.3404, -0.6541, -0.5844],\n",
            "          [-1.2990, -1.2293, -0.9853,  ..., -0.3578, -0.6193, -0.5147],\n",
            "          ...,\n",
            "          [ 0.6879,  0.6879,  0.7228,  ...,  0.0082, -0.3404, -0.4798],\n",
            "          [ 0.6705,  0.6705,  0.7402,  ..., -0.1138, -0.3404, -0.0964],\n",
            "          [ 0.7054,  0.6531,  0.7228,  ...,  0.0431, -0.0964, -0.0267]]],\n",
            "\n",
            "\n",
            "        [[[-1.3987, -1.3987, -1.3815,  ..., -1.2617, -1.2959, -1.2959],\n",
            "          [-1.3644, -1.3644, -1.3644,  ..., -1.2788, -1.2959, -1.2959],\n",
            "          [-1.3302, -1.3302, -1.3302,  ..., -1.2788, -1.2959, -1.2788],\n",
            "          ...,\n",
            "          [-1.9124, -1.8953, -1.8097,  ..., -1.9467, -1.9638, -1.6727],\n",
            "          [-1.9295, -1.8610, -1.8439,  ..., -1.9638, -1.9467, -1.7925],\n",
            "          [-1.9295, -1.8782, -1.9295,  ..., -1.9809, -1.9467, -1.8953]],\n",
            "\n",
            "         [[-0.9678, -0.9678, -0.9503,  ..., -1.2654, -1.3004, -1.3179],\n",
            "          [-0.9328, -0.9328, -0.9328,  ..., -1.2829, -1.3004, -1.3004],\n",
            "          [-0.8978, -0.8978, -0.8978,  ..., -1.2829, -1.3004, -1.3004],\n",
            "          ...,\n",
            "          [-1.7381, -1.7206, -1.6506,  ..., -1.8431, -1.7906, -1.3704],\n",
            "          [-1.7731, -1.6856, -1.6681,  ..., -1.8256, -1.7906, -1.5455],\n",
            "          [-1.7731, -1.7031, -1.7556,  ..., -1.8081, -1.8081, -1.7381]],\n",
            "\n",
            "         [[ 0.2348,  0.2348,  0.2522,  ..., -0.5844, -0.6193, -0.6715],\n",
            "          [ 0.2696,  0.2696,  0.2696,  ..., -0.6018, -0.6367, -0.6715],\n",
            "          [ 0.3045,  0.3045,  0.3045,  ..., -0.6018, -0.6541, -0.6541],\n",
            "          ...,\n",
            "          [-1.1596, -1.1421, -1.0724,  ..., -1.2293, -1.1944, -0.7587],\n",
            "          [-1.2119, -1.1073, -1.0724,  ..., -1.2293, -1.2119, -0.8981],\n",
            "          [-1.2293, -1.1247, -1.1247,  ..., -1.2467, -1.2816, -1.1073]]],\n",
            "\n",
            "\n",
            "        [[[-0.9705, -0.9534, -0.9363,  ..., -0.1143, -0.1143, -0.1143],\n",
            "          [-0.9534, -0.9363, -0.9192,  ..., -0.1143, -0.1143, -0.1143],\n",
            "          [-0.9363, -0.9192, -0.9020,  ..., -0.0801, -0.0801, -0.0972],\n",
            "          ...,\n",
            "          [-0.7137, -0.7479, -0.8164,  ..., -0.8507, -0.8507, -0.8507],\n",
            "          [-1.1589, -1.1589, -1.1932,  ..., -0.8849, -0.8335, -0.8164],\n",
            "          [-1.1932, -1.1760, -1.1589,  ..., -0.8507, -0.8507, -0.7993]],\n",
            "\n",
            "         [[-0.0399, -0.0224, -0.0049,  ...,  0.6254,  0.6078,  0.6078],\n",
            "          [-0.0224, -0.0049,  0.0126,  ...,  0.6254,  0.6078,  0.6078],\n",
            "          [-0.0049,  0.0126,  0.0301,  ...,  0.6604,  0.6429,  0.6254],\n",
            "          ...,\n",
            "          [-0.4251, -0.4251, -0.4951,  ..., -0.3901, -0.3901, -0.3901],\n",
            "          [-0.8803, -0.8277, -0.8102,  ..., -0.3725, -0.3375, -0.3375],\n",
            "          [-0.8277, -0.7402, -0.6527,  ..., -0.3025, -0.3375, -0.3200]],\n",
            "\n",
            "         [[ 1.7163,  1.7337,  1.7860,  ...,  2.0300,  2.0648,  2.0648],\n",
            "          [ 1.7337,  1.7511,  1.7860,  ...,  2.0300,  2.0648,  2.0648],\n",
            "          [ 1.7511,  1.7685,  1.8034,  ...,  2.0648,  2.0823,  2.0823],\n",
            "          ...,\n",
            "          [ 0.2173,  0.2173,  0.1825,  ...,  0.3916,  0.4265,  0.4614],\n",
            "          [-0.0964, -0.0790, -0.0790,  ...,  0.3916,  0.4439,  0.4439],\n",
            "          [ 0.0082,  0.0779,  0.1128,  ...,  0.4265,  0.3916,  0.4265]]]])\n",
            "tensor([[[[ 0.1083,  0.2453,  0.3309,  ...,  1.1529,  1.2728,  1.3755],\n",
            "          [ 0.1939,  0.3138,  0.3309,  ...,  1.1358,  1.2728,  1.3242],\n",
            "          [ 0.2796,  0.2624,  0.2282,  ...,  1.1187,  1.2728,  1.3070],\n",
            "          ...,\n",
            "          [ 0.7762,  0.8276,  1.0331,  ...,  0.5364,  0.7591,  0.7077],\n",
            "          [ 0.6221,  0.8961,  1.0159,  ...,  0.1939,  0.2967,  0.0056],\n",
            "          [ 0.5707,  0.8789,  0.9817,  ...,  0.2624,  0.1939, -0.0458]],\n",
            "\n",
            "         [[ 0.1176,  0.2577,  0.3452,  ...,  1.2556,  1.3606,  1.4482],\n",
            "          [ 0.2052,  0.3277,  0.3452,  ...,  1.2381,  1.3431,  1.3957],\n",
            "          [ 0.2927,  0.2752,  0.2402,  ...,  1.2206,  1.3431,  1.3782],\n",
            "          ...,\n",
            "          [ 0.8880,  0.9405,  1.1681,  ...,  0.6779,  0.8880,  0.8004],\n",
            "          [ 0.7129,  1.0105,  1.1331,  ...,  0.2927,  0.3803,  0.0476],\n",
            "          [ 0.6604,  0.9930,  1.0980,  ...,  0.3277,  0.2402, -0.0224]],\n",
            "\n",
            "         [[ 0.1651,  0.3219,  0.4265,  ...,  1.1237,  1.2282,  1.3154],\n",
            "          [ 0.2871,  0.4091,  0.4265,  ...,  1.1237,  1.2282,  1.2631],\n",
            "          [ 0.3742,  0.3568,  0.3393,  ...,  1.1062,  1.2282,  1.2457],\n",
            "          ...,\n",
            "          [ 0.7402,  0.7751,  0.9494,  ...,  0.6356,  0.8797,  0.8274],\n",
            "          [ 0.6008,  0.8797,  0.9668,  ...,  0.1651,  0.2871, -0.0441],\n",
            "          [ 0.5659,  0.8971,  0.9668,  ...,  0.1302,  0.0605, -0.1835]]],\n",
            "\n",
            "\n",
            "        [[[-0.4739, -0.4739, -0.4054,  ..., -0.2856, -0.2856, -0.2342],\n",
            "          [-0.4739, -0.4911, -0.4739,  ..., -0.2684, -0.2513, -0.2171],\n",
            "          [-0.4911, -0.4739, -0.4911,  ..., -0.2513, -0.2342, -0.2342],\n",
            "          ...,\n",
            "          [-0.3541, -0.3198, -0.3027,  ..., -0.2856, -0.3198, -0.3027],\n",
            "          [-0.3369, -0.3198, -0.3198,  ..., -0.3369, -0.3198, -0.2684],\n",
            "          [-0.3883, -0.3198, -0.1999,  ..., -0.2856, -0.3027, -0.2342]],\n",
            "\n",
            "         [[-0.1450, -0.1450, -0.0749,  ...,  0.0126,  0.0126,  0.0651],\n",
            "          [-0.1450, -0.1625, -0.1450,  ...,  0.0301,  0.0476,  0.0826],\n",
            "          [-0.1625, -0.1450, -0.1625,  ...,  0.0476,  0.0651,  0.0651],\n",
            "          ...,\n",
            "          [-0.2850, -0.1800, -0.0924,  ..., -0.3200, -0.3025, -0.2325],\n",
            "          [-0.2325, -0.1800, -0.1099,  ..., -0.3375, -0.2675, -0.1625],\n",
            "          [-0.2500, -0.1450,  0.0476,  ..., -0.3025, -0.2500, -0.1099]],\n",
            "\n",
            "         [[ 0.2871,  0.2871,  0.3568,  ...,  0.3916,  0.3916,  0.4439],\n",
            "          [ 0.2871,  0.2696,  0.2871,  ...,  0.4091,  0.4265,  0.4614],\n",
            "          [ 0.2696,  0.2871,  0.2696,  ...,  0.4265,  0.4439,  0.4439],\n",
            "          ...,\n",
            "          [-0.0790,  0.0431,  0.1999,  ..., -0.1138, -0.1138, -0.0790],\n",
            "          [-0.0790,  0.0256,  0.1651,  ..., -0.1312, -0.0615,  0.0256],\n",
            "          [-0.1138,  0.0431,  0.2871,  ..., -0.0964, -0.0441,  0.0779]]],\n",
            "\n",
            "\n",
            "        [[[ 1.8379,  1.8722,  1.8893,  ..., -0.1486, -0.1314, -0.0972],\n",
            "          [ 1.9064,  1.8722,  1.8037,  ..., -0.3541, -0.4397, -0.4226],\n",
            "          [ 1.8379,  1.8208,  1.8037,  ..., -0.5253, -0.5424, -0.5424],\n",
            "          ...,\n",
            "          [ 1.9064,  1.9578,  2.0605,  ...,  0.4166,  0.3652,  0.2967],\n",
            "          [ 1.9407,  1.9920,  2.1290,  ...,  0.3138,  0.3652,  0.3652],\n",
            "          [ 2.0092,  1.9235,  1.9920,  ...,  0.1939,  0.3481,  0.4166]],\n",
            "\n",
            "         [[ 1.5707,  1.6232,  1.6758,  ..., -1.0553, -1.0028, -0.9503],\n",
            "          [ 1.6232,  1.6583,  1.6232,  ..., -1.1779, -1.2829, -1.2829],\n",
            "          [ 1.6057,  1.6408,  1.6758,  ..., -1.2829, -1.3529, -1.3880],\n",
            "          ...,\n",
            "          [ 1.4482,  1.5532,  1.6933,  ..., -0.2675, -0.2675, -0.3025],\n",
            "          [ 1.4482,  1.5532,  1.7108,  ..., -0.3550, -0.2850, -0.2500],\n",
            "          [ 1.5357,  1.4657,  1.5882,  ..., -0.4776, -0.3025, -0.2500]],\n",
            "\n",
            "         [[ 0.4265,  0.2696,  0.1825,  ..., -1.1944, -1.0724, -0.9853],\n",
            "          [ 0.4614,  0.2348,  0.0605,  ..., -1.2119, -1.2641, -1.2293],\n",
            "          [ 0.0953, -0.0092, -0.0441,  ..., -1.2119, -1.2816, -1.2816],\n",
            "          ...,\n",
            "          [-0.9853, -0.9504, -0.8458,  ..., -0.8807, -0.8458, -0.8458],\n",
            "          [-0.9853, -1.1770, -1.0027,  ..., -0.8633, -0.7761, -0.7238],\n",
            "          [-0.9156, -1.3513, -1.2641,  ..., -0.8458, -0.6715, -0.6018]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-0.9192, -0.9020, -0.8849,  ..., -1.0390, -1.0219, -1.0390],\n",
            "          [-0.9192, -0.9192, -0.9534,  ..., -1.0562, -1.0048, -1.0562],\n",
            "          [-0.9534, -0.9363, -0.9705,  ..., -1.0219, -1.0562, -1.0733],\n",
            "          ...,\n",
            "          [-1.2617, -1.2617, -1.2445,  ..., -1.4500, -1.4672, -1.4672],\n",
            "          [-1.2445, -1.2617, -1.2617,  ..., -1.4500, -1.4500, -1.4500],\n",
            "          [-1.2617, -1.2617, -1.2617,  ..., -1.4500, -1.4500, -1.4500]],\n",
            "\n",
            "         [[-1.3354, -1.3179, -1.3004,  ..., -1.4580, -1.4405, -1.4580],\n",
            "          [-1.3354, -1.3179, -1.3529,  ..., -1.4930, -1.4230, -1.4755],\n",
            "          [-1.3529, -1.3354, -1.3704,  ..., -1.4755, -1.4755, -1.4930],\n",
            "          ...,\n",
            "          [-1.5630, -1.5630, -1.5455,  ..., -1.6856, -1.7031, -1.7031],\n",
            "          [-1.5455, -1.5630, -1.5630,  ..., -1.6856, -1.6856, -1.6856],\n",
            "          [-1.5630, -1.5630, -1.5630,  ..., -1.6856, -1.6856, -1.6856]],\n",
            "\n",
            "         [[-0.6541, -0.6367, -0.6193,  ..., -0.6018, -0.5844, -0.6018],\n",
            "          [-0.6541, -0.6367, -0.6715,  ..., -0.6193, -0.5670, -0.6193],\n",
            "          [-0.6715, -0.6541, -0.6715,  ..., -0.6018, -0.6193, -0.6367],\n",
            "          ...,\n",
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            "          [-1.0376, -1.0376, -1.0201,  ..., -1.1247, -1.1247, -1.1073],\n",
            "          [-1.0376, -1.0201, -1.0201,  ..., -1.1247, -1.1247, -1.1247]]],\n",
            "\n",
            "\n",
            "        [[[-0.8678, -0.7308, -0.7137,  ..., -0.5767, -0.1828, -0.0287],\n",
            "          [-0.9363, -0.8507, -0.8849,  ..., -0.5424, -0.0287, -0.0116],\n",
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            "          [-2.1179, -2.1179, -2.1179,  ..., -1.1075, -1.1760, -1.1589]],\n",
            "\n",
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            "          [-2.0357, -2.0357, -2.0357,  ..., -0.9853, -1.0728, -1.0728]],\n",
            "\n",
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            "          [-0.6890, -0.5670, -0.5844,  ...,  0.0082,  0.5485,  0.5834],\n",
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            "          [-1.8044, -1.8044, -1.8044,  ..., -0.3927, -0.4450, -0.4624],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -0.6018, -0.7064, -0.7064]]],\n",
            "\n",
            "\n",
            "        [[[-1.0219, -1.0219, -1.0390,  ..., -1.0219, -1.0390, -1.0733],\n",
            "          [-1.0219, -1.0048, -1.0390,  ..., -1.0219, -1.0390, -1.1075],\n",
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            "          ...,\n",
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            "          [-1.2617, -1.2103, -1.2103,  ..., -1.0048, -1.0390, -1.0390],\n",
            "          [-1.3130, -1.2445, -1.2445,  ..., -1.0390, -1.0562, -1.0733]],\n",
            "\n",
            "         [[-1.6331, -1.5980, -1.5980,  ..., -1.5630, -1.5805, -1.5980],\n",
            "          [-1.6331, -1.5980, -1.5980,  ..., -1.5630, -1.5630, -1.6155],\n",
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            "          ...,\n",
            "          [-1.6331, -1.6331, -1.6856,  ..., -1.4930, -1.5105, -1.5105],\n",
            "          [-1.6681, -1.6331, -1.6506,  ..., -1.5105, -1.5105, -1.4930],\n",
            "          [-1.7206, -1.6681, -1.6681,  ..., -1.4930, -1.5105, -1.5105]],\n",
            "\n",
            "         [[-0.6890, -0.6541, -0.6541,  ..., -0.5670, -0.6193, -0.6541],\n",
            "          [-0.6890, -0.6541, -0.6541,  ..., -0.5670, -0.6018, -0.6715],\n",
            "          [-0.6715, -0.6541, -0.6541,  ..., -0.5670, -0.6541, -0.6890],\n",
            "          ...,\n",
            "          [-0.7238, -0.7238, -0.7761,  ..., -0.6018, -0.6367, -0.6367],\n",
            "          [-0.7761, -0.7413, -0.7761,  ..., -0.5844, -0.6367, -0.6193],\n",
            "          [-0.8284, -0.7761, -0.7936,  ..., -0.5670, -0.6193, -0.6367]]]])\n",
            "tensor([[[[-1.1589, -1.1760, -1.2274,  ..., -0.9192, -0.9020, -0.9877],\n",
            "          [-1.1418, -1.1760, -1.2103,  ..., -0.8849, -1.0219, -1.0562],\n",
            "          [-1.1932, -1.1932, -1.2103,  ..., -0.9877, -1.1247, -1.1589],\n",
            "          ...,\n",
            "          [-1.2274, -1.2274, -1.1760,  ..., -0.6452, -0.9705, -1.0562],\n",
            "          [-1.2788, -1.2959, -1.2274,  ..., -0.6623, -0.9877, -1.0733],\n",
            "          [-1.2959, -1.3130, -1.2617,  ..., -0.6965, -1.0048, -1.0562]],\n",
            "\n",
            "         [[-0.5826, -0.5476, -0.5301,  ..., -0.4251, -0.5301, -0.4951],\n",
            "          [-0.5651, -0.5476, -0.5301,  ..., -0.2150,  0.0126,  0.1702],\n",
            "          [-0.5476, -0.5301, -0.5126,  ...,  0.2927,  0.3627,  0.3102],\n",
            "          ...,\n",
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            "          [-0.0049, -0.0049, -0.0399,  ..., -0.7577, -0.4601, -0.3901],\n",
            "          [ 0.0301,  0.0476, -0.0049,  ..., -0.7227, -0.4426, -0.3725]],\n",
            "\n",
            "         [[ 0.0431,  0.0605,  0.0431,  ...,  0.4439,  0.4091,  0.3916],\n",
            "          [ 0.0779,  0.0953,  0.0953,  ...,  0.5659,  0.6008,  0.6182],\n",
            "          [ 0.1128,  0.1128,  0.1302,  ...,  0.7054,  0.7054,  0.6531],\n",
            "          ...,\n",
            "          [ 0.4091,  0.3916,  0.4265,  ...,  0.1651,  0.2173,  0.2348],\n",
            "          [ 0.4614,  0.4439,  0.4614,  ...,  0.1302,  0.1999,  0.2348],\n",
            "          [ 0.5136,  0.4962,  0.5136,  ...,  0.1302,  0.2173,  0.2696]]],\n",
            "\n",
            "\n",
            "        [[[-1.3815, -1.3644, -1.3130,  ..., -1.1760, -1.1418, -1.1247],\n",
            "          [-1.3815, -1.3473, -1.3302,  ..., -1.1247, -1.1075, -1.1247],\n",
            "          [-1.3473, -1.3644, -1.3473,  ..., -1.1247, -1.0904, -1.0904],\n",
            "          ...,\n",
            "          [ 1.4612,  1.4783,  1.4783,  ...,  0.9646,  0.9988,  1.0159],\n",
            "          [ 1.4783,  1.4954,  1.4783,  ...,  1.0159,  1.0502,  1.0502],\n",
            "          [ 1.4954,  1.5125,  1.5297,  ...,  1.0502,  1.1015,  1.1187]],\n",
            "\n",
            "         [[-1.1779, -1.1429, -1.0903,  ..., -0.8627, -0.8277, -0.8102],\n",
            "          [-1.2129, -1.1604, -1.1429,  ..., -0.8452, -0.8277, -0.8452],\n",
            "          [-1.1779, -1.1954, -1.1779,  ..., -0.8627, -0.8452, -0.8452],\n",
            "          ...,\n",
            "          [ 1.8859,  1.9034,  1.9034,  ...,  1.4832,  1.5182,  1.5357],\n",
            "          [ 1.9034,  1.9209,  1.9034,  ...,  1.5357,  1.5707,  1.5707],\n",
            "          [ 1.9209,  1.9384,  1.9559,  ...,  1.5707,  1.6232,  1.6408]],\n",
            "\n",
            "         [[-0.7413, -0.7064, -0.6541,  ..., -0.3753, -0.3230, -0.3055],\n",
            "          [-0.7587, -0.7238, -0.7064,  ..., -0.3404, -0.3055, -0.3230],\n",
            "          [-0.7413, -0.7587, -0.7413,  ..., -0.3404, -0.2881, -0.2881],\n",
            "          ...,\n",
            "          [ 2.1520,  2.1694,  2.1694,  ...,  1.7511,  1.7685,  1.7685],\n",
            "          [ 2.1694,  2.1868,  2.1694,  ...,  1.8034,  1.8034,  1.8034],\n",
            "          [ 2.1868,  2.2043,  2.2217,  ...,  1.8383,  1.8557,  1.8731]]],\n",
            "\n",
            "\n",
            "        [[[ 0.9646,  0.9132,  0.9132,  ...,  0.5707,  0.5364,  0.5193],\n",
            "          [ 0.9303,  0.9132,  0.9474,  ...,  0.5193,  0.5193,  0.5193],\n",
            "          [ 0.9303,  0.9646,  0.9988,  ...,  0.5022,  0.5022,  0.4851],\n",
            "          ...,\n",
            "          [ 0.2111,  0.2453,  0.3138,  ...,  0.7077,  0.8276,  0.9988],\n",
            "          [ 0.2624,  0.2453,  0.2967,  ...,  0.7419,  0.8447,  0.9988],\n",
            "          [ 0.2624,  0.2624,  0.2453,  ...,  0.8789,  0.9817,  1.1358]],\n",
            "\n",
            "         [[ 1.6408,  1.5357,  1.5182,  ...,  1.0280,  0.9930,  0.9755],\n",
            "          [ 1.6057,  1.5532,  1.5532,  ...,  0.9930,  0.9755,  0.9755],\n",
            "          [ 1.6057,  1.6057,  1.6057,  ...,  0.9580,  0.9405,  0.9405],\n",
            "          ...,\n",
            "          [ 0.5728,  0.6078,  0.6604,  ...,  1.3431,  1.5182,  1.7108],\n",
            "          [ 0.6429,  0.6254,  0.6604,  ...,  1.3782,  1.5182,  1.7108],\n",
            "          [ 0.6779,  0.6779,  0.6429,  ...,  1.4482,  1.5357,  1.7108]],\n",
            "\n",
            "         [[ 2.4134,  2.3437,  2.3437,  ...,  1.9254,  1.8905,  1.8731],\n",
            "          [ 2.4134,  2.3786,  2.3786,  ...,  1.9080,  1.8905,  1.8731],\n",
            "          [ 2.4308,  2.4308,  2.4308,  ...,  1.9080,  1.8731,  1.8731],\n",
            "          ...,\n",
            "          [ 1.6291,  1.6640,  1.7163,  ...,  2.3263,  2.4134,  2.5006],\n",
            "          [ 1.6814,  1.6640,  1.7163,  ...,  2.4134,  2.4483,  2.5180],\n",
            "          [ 1.7163,  1.7163,  1.6814,  ...,  2.4831,  2.4657,  2.4831]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-1.8782, -1.7754, -1.7412,  ..., -1.9467, -1.9467, -1.9124],\n",
            "          [-1.8782, -1.6555, -1.8268,  ..., -2.0152, -1.9980, -2.0323],\n",
            "          [-1.7583, -1.2617, -1.7925,  ..., -1.9295, -1.9809, -1.9980],\n",
            "          ...,\n",
            "          [-0.7650, -0.9020, -0.9020,  ..., -0.8507, -0.8507, -0.9020],\n",
            "          [-0.6965, -0.8335, -0.9192,  ..., -1.0562, -0.9192, -0.8678],\n",
            "          [-0.7308, -0.7650, -0.7650,  ..., -0.5938, -0.6281, -0.6623]],\n",
            "\n",
            "         [[-1.7906, -1.7381, -1.5805,  ..., -1.8081, -1.8256, -1.7906],\n",
            "          [-1.7381, -1.5630, -1.7381,  ..., -1.7556, -1.7731, -1.7906],\n",
            "          [-1.4405, -0.9853, -1.5805,  ..., -1.6681, -1.7381, -1.7206],\n",
            "          ...,\n",
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            "          [-0.5126, -0.6702, -0.7577,  ..., -0.8102, -0.6001, -0.5126],\n",
            "          [-0.5651, -0.6001, -0.5651,  ..., -0.2500, -0.2325, -0.2325]],\n",
            "\n",
            "         [[-1.7347, -1.6476, -1.7173,  ..., -1.7173, -1.7870, -1.7522],\n",
            "          [-1.7522, -1.5953, -1.7173,  ..., -1.7522, -1.7696, -1.7870],\n",
            "          [-1.6824, -1.2467, -1.5953,  ..., -1.6999, -1.7522, -1.7522],\n",
            "          ...,\n",
            "          [-1.6999, -1.7173, -1.6824,  ..., -0.4973, -0.4101, -0.4275],\n",
            "          [-1.6824, -1.6824, -1.7347,  ..., -0.6541, -0.3927, -0.3055],\n",
            "          [-1.6999, -1.7173, -1.6824,  ...,  0.0082,  0.0953,  0.0953]]],\n",
            "\n",
            "\n",
            "        [[[ 2.1804,  2.1804,  2.1804,  ...,  0.7077,  0.6734,  0.6221],\n",
            "          [ 2.1804,  2.1804,  2.1804,  ...,  0.6734,  0.6392,  0.6221],\n",
            "          [ 2.1804,  2.1804,  2.1804,  ...,  0.6392,  0.5878,  0.5022],\n",
            "          ...,\n",
            "          [-1.0562, -1.0390, -0.8507,  ..., -1.2103, -1.2959, -1.2959],\n",
            "          [-1.0904, -1.0904, -0.8849,  ..., -1.1589, -1.2617, -1.2274],\n",
            "          [-1.0562, -1.0733, -0.9020,  ..., -1.1760, -1.2103, -1.1589]],\n",
            "\n",
            "         [[ 2.3235,  2.3235,  2.3235,  ...,  2.2010,  2.1835,  2.0959],\n",
            "          [ 2.3235,  2.3235,  2.3235,  ...,  2.1660,  2.1310,  2.1134],\n",
            "          [ 2.3235,  2.3235,  2.3235,  ...,  2.1485,  2.1134,  2.1134],\n",
            "          ...,\n",
            "          [-1.8606, -1.8606, -1.8782,  ..., -1.8256, -1.8081, -1.8431],\n",
            "          [-1.8431, -1.8606, -1.8606,  ..., -1.8431, -1.8431, -1.8431],\n",
            "          [-1.8606, -1.8606, -1.8606,  ..., -1.8431, -1.8081, -1.8431]],\n",
            "\n",
            "         [[ 2.5529,  2.5529,  2.5529,  ...,  2.5703,  2.5703,  2.5703],\n",
            "          [ 2.5529,  2.5529,  2.5529,  ...,  2.5703,  2.5703,  2.5703],\n",
            "          [ 2.5529,  2.5529,  2.5529,  ...,  2.5877,  2.5703,  2.5529],\n",
            "          ...,\n",
            "          [-1.7870, -1.8044, -1.7870,  ..., -1.7696, -1.7522, -1.7347],\n",
            "          [-1.7870, -1.7870, -1.7870,  ..., -1.7522, -1.7696, -1.7347],\n",
            "          [-1.7696, -1.7870, -1.7870,  ..., -1.7347, -1.7173, -1.7173]]],\n",
            "\n",
            "\n",
            "        [[[-2.1179, -2.1179, -2.1179,  ...,  0.4851, -0.7308,  0.0056],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -1.2103, -1.9638, -0.6281],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -1.9295, -1.6042,  0.5536],\n",
            "          ...,\n",
            "          [-2.0665, -1.9467, -1.2617,  ..., -2.0665, -1.8439, -0.7479],\n",
            "          [-2.1008, -2.0837, -2.0837,  ..., -2.0665, -1.6213,  0.4166],\n",
            "          [-2.0665, -2.0494, -2.1179,  ..., -2.0665, -1.9638, -0.6623]],\n",
            "\n",
            "         [[-2.0357, -2.0357, -2.0357,  ...,  0.9930, -0.2850,  0.5378],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -0.9678, -1.7381, -0.2150],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -1.8431, -1.3880,  0.9580],\n",
            "          ...,\n",
            "          [-1.9307, -1.7206, -0.7227,  ..., -2.0182, -1.6681, -0.3375],\n",
            "          [-2.0182, -2.0007, -1.8256,  ..., -2.0007, -1.3179,  1.1155],\n",
            "          [-2.0182, -2.0007, -1.9132,  ..., -2.0182, -1.7381, -0.0749]],\n",
            "\n",
            "         [[-1.8044, -1.8044, -1.8044,  ...,  0.8099, -0.3404,  0.5659],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -0.8633, -1.5430,  0.0256],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.5779, -1.1247,  1.2108],\n",
            "          ...,\n",
            "          [-1.7522, -1.6476, -1.0027,  ..., -1.7173, -1.4907, -0.3578],\n",
            "          [-1.7696, -1.7696, -1.7696,  ..., -1.7696, -1.2641,  0.9319],\n",
            "          [-1.6476, -1.6999, -1.7870,  ..., -1.7522, -1.6302, -0.2010]]]])\n",
            "tensor([[[[ 1.3413,  1.3242,  1.3413,  ..., -0.8849, -0.8678,  0.0741],\n",
            "          [ 1.3755,  1.3413,  1.3242,  ..., -1.0219, -0.6281, -0.6623],\n",
            "          [ 1.3927,  1.3755,  1.3927,  ..., -0.7137,  0.2282,  0.1426],\n",
            "          ...,\n",
            "          [ 1.1358,  1.1358,  1.1529,  ...,  1.2043,  1.1872,  1.1872],\n",
            "          [ 1.1358,  1.1358,  1.1529,  ...,  1.2214,  1.1872,  1.2043],\n",
            "          [ 1.1529,  1.1529,  1.1358,  ...,  1.2043,  1.2043,  1.2214]],\n",
            "\n",
            "         [[ 1.5882,  1.5532,  1.5707,  ..., -0.8102, -0.8102,  0.1702],\n",
            "          [ 1.5707,  1.5707,  1.5882,  ..., -0.9853, -0.5826, -0.6001],\n",
            "          [ 1.5882,  1.5882,  1.6057,  ..., -0.6702,  0.2927,  0.2227],\n",
            "          ...,\n",
            "          [ 1.3431,  1.3431,  1.3606,  ...,  1.4657,  1.4482,  1.4482],\n",
            "          [ 1.3431,  1.3431,  1.3606,  ...,  1.4832,  1.4482,  1.4657],\n",
            "          [ 1.3606,  1.3606,  1.3431,  ...,  1.4657,  1.4657,  1.4832]],\n",
            "\n",
            "         [[ 1.6988,  1.6814,  1.6814,  ..., -0.5844, -0.5495,  0.4439],\n",
            "          [ 1.6988,  1.6814,  1.6814,  ..., -0.7064, -0.3230, -0.3753],\n",
            "          [ 1.7163,  1.6988,  1.7163,  ..., -0.3927,  0.5311,  0.4091],\n",
            "          ...,\n",
            "          [ 1.4025,  1.4025,  1.4200,  ...,  1.4897,  1.4897,  1.4897],\n",
            "          [ 1.4025,  1.4025,  1.4200,  ...,  1.4897,  1.4722,  1.4722],\n",
            "          [ 1.4200,  1.4200,  1.4025,  ...,  1.4722,  1.4722,  1.4897]]],\n",
            "\n",
            "\n",
            "        [[[-0.4226, -0.5596, -0.3027,  ..., -1.1760, -1.1247, -0.9705],\n",
            "          [ 0.0741, -0.0458, -0.2513,  ..., -0.4568, -0.2684, -0.2684],\n",
            "          [-0.1143, -0.1999, -0.1828,  ..., -0.4911, -0.2856, -0.5596],\n",
            "          ...,\n",
            "          [ 0.8789,  0.8961,  0.8961,  ...,  0.2111,  0.2624,  0.3823],\n",
            "          [ 0.8618,  0.9474,  0.9132,  ...,  0.3138,  0.3138,  0.3823],\n",
            "          [ 0.8789,  0.9646,  0.9646,  ...,  0.3652,  0.3823,  0.4337]],\n",
            "\n",
            "         [[-0.1800, -0.2850, -0.1625,  ..., -0.9853, -0.9328, -0.8452],\n",
            "          [ 0.1352,  0.0301, -0.0574,  ..., -0.3550, -0.3550, -0.1975],\n",
            "          [ 0.1527,  0.1001,  0.0826,  ..., -0.3550, -0.1275, -0.4426],\n",
            "          ...,\n",
            "          [ 0.9580,  0.9930,  0.9755,  ...,  0.2927,  0.3452,  0.4678],\n",
            "          [ 0.9230,  1.0280,  1.0105,  ...,  0.3803,  0.3627,  0.3978],\n",
            "          [ 0.9755,  1.0455,  1.0630,  ...,  0.3978,  0.4328,  0.4853]],\n",
            "\n",
            "         [[-0.0615, -0.0964,  0.1651,  ..., -0.9330, -0.8981, -0.7936],\n",
            "          [ 0.5659,  0.3568,  0.2871,  ..., -0.4798, -0.2881, -0.3230],\n",
            "          [ 0.3568,  0.3219,  0.3393,  ..., -0.4101, -0.2010, -0.4973],\n",
            "          ...,\n",
            "          [ 1.0888,  1.1237,  1.1411,  ...,  0.3219,  0.3568,  0.4788],\n",
            "          [ 1.0888,  1.1759,  1.1411,  ...,  0.4091,  0.4091,  0.4614],\n",
            "          [ 1.1411,  1.1934,  1.2108,  ...,  0.4439,  0.4788,  0.5136]]],\n",
            "\n",
            "\n",
            "        [[[-0.0116,  0.0056,  0.0227,  ..., -0.7137, -0.7308, -0.7308],\n",
            "          [-0.0458, -0.0287,  0.0056,  ..., -0.6281, -0.6623, -0.6623],\n",
            "          [-0.0972, -0.0629, -0.0287,  ..., -0.5596, -0.5938, -0.6109],\n",
            "          ...,\n",
            "          [-0.3883, -0.4568, -0.6281,  ..., -0.3712, -0.1657, -0.2684],\n",
            "          [-0.1143, -0.0287, -0.3369,  ..., -0.3369, -0.0116, -0.0629],\n",
            "          [ 0.1426,  0.3652, -0.0629,  ..., -0.3027,  0.0056,  0.0227]],\n",
            "\n",
            "         [[ 0.0826,  0.1001,  0.1176,  ..., -0.6352, -0.6176, -0.6176],\n",
            "          [ 0.0476,  0.0651,  0.1001,  ..., -0.5476, -0.5476, -0.5476],\n",
            "          [-0.0049,  0.0301,  0.0651,  ..., -0.4776, -0.4776, -0.4951],\n",
            "          ...,\n",
            "          [-0.3025, -0.3725, -0.5476,  ..., -0.2850, -0.0749, -0.1800],\n",
            "          [-0.0049,  0.0651, -0.2150,  ..., -0.2500,  0.0826,  0.0301],\n",
            "          [ 0.2577,  0.5028,  0.0651,  ..., -0.2150,  0.1001,  0.1176]],\n",
            "\n",
            "         [[ 0.3219,  0.3393,  0.3568,  ..., -0.3927, -0.3927, -0.3927],\n",
            "          [ 0.2871,  0.3045,  0.3393,  ..., -0.3055, -0.3230, -0.3230],\n",
            "          [ 0.2348,  0.2696,  0.3045,  ..., -0.2358, -0.2532, -0.2707],\n",
            "          ...,\n",
            "          [-0.0615, -0.1312, -0.3055,  ..., -0.0092,  0.1999,  0.0953],\n",
            "          [ 0.2522,  0.3393,  0.0431,  ...,  0.0082,  0.3393,  0.2696],\n",
            "          [ 0.5136,  0.7576,  0.3219,  ...,  0.0256,  0.3393,  0.3568]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-0.6794, -0.8678, -0.9534,  ..., -0.9192, -0.9534, -0.5767],\n",
            "          [-1.0562, -1.0219, -0.8849,  ..., -1.1418, -1.2788, -1.2274],\n",
            "          [-0.8849, -0.8507, -0.9534,  ..., -1.3473, -1.3473, -1.0390],\n",
            "          ...,\n",
            "          [-0.6109, -1.4500, -1.4672,  ..., -0.3198, -0.5253, -0.8335],\n",
            "          [-0.4397, -1.3644, -1.5014,  ..., -1.2959, -0.7822, -0.5253],\n",
            "          [-0.2684, -1.0733, -1.4500,  ..., -1.4672, -1.6042, -0.9705]],\n",
            "\n",
            "         [[ 0.6604,  0.6078,  0.4678,  ...,  0.5203,  0.2752,  0.4853],\n",
            "          [ 0.4503,  0.6254,  0.6604,  ..., -0.5476, -0.6877, -0.5126],\n",
            "          [ 0.7479,  0.6429,  0.1352,  ..., -1.3354, -1.4230, -0.9678],\n",
            "          ...,\n",
            "          [ 0.4153, -1.0903, -1.5105,  ...,  0.8354,  1.0630,  0.9055],\n",
            "          [ 0.5903, -0.7927, -1.2829,  ..., -0.8102,  0.3452,  1.0280],\n",
            "          [ 0.6954, -0.2850, -1.1253,  ..., -1.1954, -1.0203, -0.0924]],\n",
            "\n",
            "         [[ 0.1999, -0.0615, -0.3055,  ..., -0.0267,  0.0605,  0.4091],\n",
            "          [-0.1138, -0.1138, -0.0441,  ..., -0.2358, -0.3230, -0.1661],\n",
            "          [ 0.1302,  0.1302,  0.0256,  ..., -0.4973, -0.6193, -0.3927],\n",
            "          ...,\n",
            "          [ 0.4788, -0.0964,  0.0256,  ...,  0.3393,  0.1128, -0.0441],\n",
            "          [ 0.3219, -0.2532,  0.0779,  ..., -0.2707,  0.0953,  0.1476],\n",
            "          [ 0.5659, -0.0615,  0.0779,  ..., -0.3578, -0.4973,  0.1302]]],\n",
            "\n",
            "\n",
            "        [[[-0.8507, -0.8507, -0.8849,  ..., -0.4568, -0.7993, -0.9534],\n",
            "          [-0.8849, -0.8678, -0.8849,  ..., -0.7822, -0.9534, -1.0219],\n",
            "          [-0.8849, -0.9020, -0.9192,  ..., -1.0048, -1.0048, -0.9877],\n",
            "          ...,\n",
            "          [-0.9534, -0.9363, -0.9363,  ..., -1.4672, -1.4672, -1.4500],\n",
            "          [-0.8849, -0.8849, -0.8849,  ..., -1.4329, -1.4329, -1.4158],\n",
            "          [-0.8678, -0.8507, -0.8507,  ..., -1.3473, -1.3987, -1.3987]],\n",
            "\n",
            "         [[-0.8102, -0.8102, -0.8452,  ...,  0.3803, -0.0924, -0.3200],\n",
            "          [-0.8452, -0.8277, -0.8452,  ..., -0.0049, -0.2850, -0.4251],\n",
            "          [-0.8102, -0.8277, -0.8803,  ..., -0.3025, -0.3725, -0.4076],\n",
            "          ...,\n",
            "          [-1.1429, -1.1078, -1.1078,  ..., -1.7031, -1.7031, -1.6856],\n",
            "          [-1.1078, -1.0903, -1.0728,  ..., -1.6856, -1.6681, -1.6506],\n",
            "          [-1.0903, -1.0728, -1.0553,  ..., -1.6331, -1.6331, -1.6331]],\n",
            "\n",
            "         [[-0.7936, -0.7761, -0.7761,  ..., -0.7238, -0.8110, -0.8110],\n",
            "          [-0.8633, -0.8110, -0.8110,  ..., -0.8807, -0.8458, -0.8284],\n",
            "          [-0.8284, -0.8110, -0.8110,  ..., -0.9156, -0.7761, -0.7238],\n",
            "          ...,\n",
            "          [-0.8110, -0.8284, -0.8458,  ..., -1.0376, -1.0724, -1.0724],\n",
            "          [-0.7761, -0.8110, -0.8284,  ..., -1.0201, -1.0550, -1.0376],\n",
            "          [-0.7587, -0.7936, -0.7936,  ..., -0.9678, -1.0201, -1.0201]]],\n",
            "\n",
            "\n",
            "        [[[-2.1008, -2.1008, -2.1008,  ..., -1.5870, -1.5528, -1.7240],\n",
            "          [-2.1179, -2.1008, -2.1008,  ..., -1.6213, -1.6384, -1.6727],\n",
            "          [-2.1008, -2.1008, -2.1008,  ..., -1.6042, -1.6384, -1.7069],\n",
            "          ...,\n",
            "          [-1.7754, -1.6555, -1.6898,  ..., -0.7650, -0.7822, -0.9363],\n",
            "          [-1.6384, -1.6213, -1.6384,  ..., -0.8507, -0.8507, -0.8507],\n",
            "          [-1.5014, -1.5528, -1.6384,  ..., -0.9192, -0.9020, -0.9705]],\n",
            "\n",
            "         [[-1.1604, -1.1429, -1.1078,  ..., -0.4776, -0.5126, -0.5301],\n",
            "          [-1.1604, -1.1429, -1.1078,  ..., -0.4426, -0.4776, -0.5126],\n",
            "          [-1.1604, -1.1253, -1.0903,  ..., -0.4426, -0.4776, -0.4951],\n",
            "          ...,\n",
            "          [-1.9482, -1.8606, -1.8782,  ..., -1.0728, -1.1078, -1.2129],\n",
            "          [-1.8431, -1.8431, -1.8606,  ..., -1.1429, -1.1604, -1.1429],\n",
            "          [-1.7031, -1.7731, -1.8431,  ..., -1.2129, -1.1954, -1.2304]],\n",
            "\n",
            "         [[-0.0267,  0.0431,  0.0779,  ...,  0.8448,  0.7751,  0.7576],\n",
            "          [ 0.0082,  0.0605,  0.1128,  ...,  0.9145,  0.8274,  0.7925],\n",
            "          [ 0.0431,  0.0953,  0.1476,  ...,  0.9668,  0.8622,  0.7925],\n",
            "          ...,\n",
            "          [-1.7696, -1.7522, -1.7696,  ..., -1.0724, -1.1073, -1.2119],\n",
            "          [-1.7870, -1.7696, -1.7696,  ..., -1.1421, -1.1596, -1.1770],\n",
            "          [-1.7347, -1.7347, -1.7522,  ..., -1.1944, -1.2119, -1.2641]]]])\n",
            "tensor([[[[ 0.0741,  0.0741,  0.0569,  ..., -0.4397, -0.5082, -0.6109],\n",
            "          [ 0.0569,  0.0398,  0.0912,  ..., -0.4397, -0.4739, -0.5596],\n",
            "          [ 0.0741,  0.0227,  0.0569,  ..., -0.4054, -0.4054, -0.4568],\n",
            "          ...,\n",
            "          [-0.8507, -0.9192, -0.8849,  ..., -0.7993, -0.7822, -0.6109],\n",
            "          [-0.8164, -0.9192, -0.9192,  ..., -0.8335, -0.7479, -0.4739],\n",
            "          [-0.8507, -0.9020, -0.8849,  ..., -0.8164, -0.6794, -0.4226]],\n",
            "\n",
            "         [[-1.1078, -1.1253, -1.0728,  ..., -1.1604, -1.1779, -1.2129],\n",
            "          [-1.1253, -1.1429, -1.0553,  ..., -1.1779, -1.1604, -1.1779],\n",
            "          [-1.0903, -1.1429, -1.1078,  ..., -1.1604, -1.1253, -1.1078],\n",
            "          ...,\n",
            "          [-1.1604, -1.2129, -1.2129,  ..., -1.1779, -1.1954, -1.0378],\n",
            "          [-1.1429, -1.1954, -1.2479,  ..., -1.1954, -1.1779, -0.9328],\n",
            "          [-1.1779, -1.1954, -1.2304,  ..., -1.1779, -1.1078, -0.8978]],\n",
            "\n",
            "         [[-0.9330, -0.8981, -0.8633,  ..., -1.0724, -1.0724, -1.1073],\n",
            "          [-0.9330, -0.9156, -0.8458,  ..., -1.0898, -1.0376, -1.0724],\n",
            "          [-0.8981, -0.9156, -0.8807,  ..., -1.0724, -1.0027, -1.0027],\n",
            "          ...,\n",
            "          [-1.0027, -1.0376, -1.0027,  ..., -1.0027, -1.0376, -0.8807],\n",
            "          [-0.9504, -1.0201, -1.0376,  ..., -1.0027, -1.0027, -0.8110],\n",
            "          [-0.9678, -1.0027, -1.0201,  ..., -0.9853, -0.9330, -0.7587]]],\n",
            "\n",
            "\n",
            "        [[[-1.0219, -1.1075, -1.1589,  ..., -1.2103, -1.2445, -1.2445],\n",
            "          [-0.9705, -1.0048, -1.0390,  ..., -1.3302, -1.3130, -1.3302],\n",
            "          [-0.6281, -0.7650, -0.8335,  ..., -1.3815, -1.3473, -1.2788],\n",
            "          ...,\n",
            "          [ 1.4954,  1.4954,  1.5125,  ...,  0.8447,  0.8618,  1.0673],\n",
            "          [ 1.4440,  1.4440,  1.4440,  ...,  0.6049,  0.6563,  0.8961],\n",
            "          [ 1.2385,  1.2728,  1.2557,  ...,  0.3138,  0.3309,  0.5022]],\n",
            "\n",
            "         [[-1.3529, -1.4405, -1.4755,  ..., -1.3004, -1.3529, -1.3354],\n",
            "          [-1.4055, -1.4055, -1.4405,  ..., -1.4405, -1.4230, -1.4230],\n",
            "          [-1.3004, -1.4055, -1.4405,  ..., -1.5105, -1.4755, -1.4055],\n",
            "          ...,\n",
            "          [ 1.2906,  1.2906,  1.3081,  ...,  1.2731,  1.3081,  1.4832],\n",
            "          [ 1.2556,  1.2556,  1.2556,  ...,  1.0280,  1.0980,  1.3081],\n",
            "          [ 0.9930,  1.0455,  1.0455,  ...,  0.7129,  0.7304,  0.9055]],\n",
            "\n",
            "         [[-1.0898, -1.0898, -1.1770,  ..., -0.9330, -0.9504, -0.9678],\n",
            "          [-1.1421, -1.1944, -1.2641,  ..., -1.0724, -1.0201, -1.0550],\n",
            "          [-1.1596, -1.2641, -1.3164,  ..., -1.1247, -1.0376, -1.0027],\n",
            "          ...,\n",
            "          [ 1.5071,  1.5420,  1.5420,  ...,  1.9080,  1.9254,  2.0125],\n",
            "          [ 1.4897,  1.5245,  1.4897,  ...,  1.6988,  1.7511,  1.8731],\n",
            "          [ 1.2282,  1.3154,  1.2282,  ...,  1.4200,  1.4722,  1.5942]]],\n",
            "\n",
            "\n",
            "        [[[-0.7137, -0.7993, -0.8164,  ..., -0.9534, -0.7650, -0.6109],\n",
            "          [-0.8335, -0.8164, -0.7993,  ..., -0.7479, -0.6965, -0.5253],\n",
            "          [-0.7479, -0.8335, -0.7993,  ..., -0.7137, -0.7308, -0.7137],\n",
            "          ...,\n",
            "          [-1.5357, -1.9295, -1.9124,  ..., -1.9638, -1.9124, -1.9467],\n",
            "          [-1.4500, -1.9124, -1.8953,  ..., -1.9124, -1.9467, -1.9295],\n",
            "          [-1.4158, -1.9124, -1.9295,  ..., -1.9295, -1.9295, -1.9124]],\n",
            "\n",
            "         [[-1.1253, -1.2129, -1.2129,  ..., -1.3704, -1.1779, -1.0378],\n",
            "          [-1.2654, -1.2129, -1.2129,  ..., -1.1779, -1.1429, -0.9853],\n",
            "          [-1.1779, -1.2479, -1.2304,  ..., -1.1954, -1.2304, -1.2129],\n",
            "          ...,\n",
            "          [-1.5280, -1.9307, -1.8782,  ..., -1.8782, -1.8256, -1.8606],\n",
            "          [-1.4405, -1.9132, -1.8782,  ..., -1.8431, -1.8782, -1.8606],\n",
            "          [-1.4055, -1.9132, -1.9132,  ..., -1.8782, -1.8782, -1.8606]],\n",
            "\n",
            "         [[-0.2707, -0.3927, -0.4101,  ..., -0.5321, -0.3404, -0.2010],\n",
            "          [-0.4450, -0.4275, -0.4275,  ..., -0.2881, -0.2532, -0.0964],\n",
            "          [-0.3927, -0.4624, -0.4450,  ..., -0.2707, -0.3055, -0.2881],\n",
            "          ...,\n",
            "          [-1.2293, -1.6127, -1.5779,  ..., -1.6127, -1.5604, -1.5953],\n",
            "          [-1.1073, -1.5779, -1.5430,  ..., -1.5430, -1.5953, -1.5779],\n",
            "          [-1.0550, -1.5779, -1.5779,  ..., -1.5604, -1.5604, -1.5430]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 1.9235,  1.9064,  1.9064,  ...,  2.1633,  2.1633,  2.1462],\n",
            "          [ 1.9407,  1.9578,  1.9407,  ...,  2.1462,  2.1462,  2.1462],\n",
            "          [ 1.9407,  1.9578,  1.9749,  ...,  2.1462,  2.1633,  2.1462],\n",
            "          ...,\n",
            "          [ 2.1975,  2.1975,  2.1975,  ...,  2.0948,  2.1119,  2.1119],\n",
            "          [ 2.1975,  2.1975,  2.1975,  ...,  2.0777,  2.0948,  2.0948],\n",
            "          [ 2.1975,  2.1975,  2.1804,  ...,  2.0605,  2.0605,  2.0948]],\n",
            "\n",
            "         [[ 1.7983,  1.8158,  1.8333,  ...,  2.0434,  2.0434,  2.0434],\n",
            "          [ 1.8158,  1.8333,  1.8508,  ...,  2.0434,  2.0434,  2.0434],\n",
            "          [ 1.8158,  1.8333,  1.8683,  ...,  2.0434,  2.0609,  2.0434],\n",
            "          ...,\n",
            "          [ 2.1660,  2.1660,  2.1660,  ...,  2.0434,  2.0609,  2.0609],\n",
            "          [ 2.1835,  2.1835,  2.1835,  ...,  2.0259,  2.0434,  2.0609],\n",
            "          [ 2.2185,  2.2185,  2.2010,  ...,  2.0084,  2.0084,  2.0609]],\n",
            "\n",
            "         [[ 1.8383,  1.8383,  1.8208,  ...,  1.9777,  1.9777,  1.9777],\n",
            "          [ 1.8557,  1.8557,  1.8383,  ...,  1.9777,  1.9777,  1.9777],\n",
            "          [ 1.8557,  1.8731,  1.8557,  ...,  1.9951,  2.0125,  1.9951],\n",
            "          ...,\n",
            "          [ 2.1346,  2.1346,  2.1346,  ...,  1.9777,  1.9777,  1.9777],\n",
            "          [ 2.1520,  2.1520,  2.1520,  ...,  1.9603,  1.9777,  1.9777],\n",
            "          [ 2.1694,  2.1694,  2.1520,  ...,  1.9428,  1.9428,  1.9951]]],\n",
            "\n",
            "\n",
            "        [[[ 2.1290,  2.0948,  2.0605,  ...,  1.9749,  2.0777,  2.1633],\n",
            "          [ 2.0605,  2.0777,  2.0605,  ...,  2.0092,  2.0434,  2.0777],\n",
            "          [ 1.9749,  1.9920,  2.0092,  ...,  1.9749,  2.0434,  2.0263],\n",
            "          ...,\n",
            "          [ 0.1597,  0.2624,  0.2967,  ..., -1.9124, -1.9809, -2.0323],\n",
            "          [-0.3027, -0.1999, -0.2171,  ..., -1.9467, -2.0152, -2.0837],\n",
            "          [-0.7479, -0.6794, -0.6794,  ..., -1.9124, -1.9980, -2.0494]],\n",
            "\n",
            "         [[ 2.3936,  2.3761,  2.3761,  ...,  1.9734,  2.0259,  2.0259],\n",
            "          [ 2.4111,  2.3585,  2.3585,  ...,  1.8859,  1.9559,  1.9734],\n",
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            "          ...,\n",
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            "          [-1.1253, -1.3354, -1.3880,  ...,  0.3978,  0.3978,  0.3102]],\n",
            "\n",
            "         [[ 2.4657,  2.4483,  2.4831,  ...,  2.3960,  2.4134,  2.4831],\n",
            "          [ 2.4657,  2.4657,  2.4831,  ...,  2.3611,  2.3263,  2.3960],\n",
            "          [ 2.4134,  2.4134,  2.4308,  ...,  2.3437,  2.3786,  2.3960],\n",
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            "          [ 2.5006,  2.5877,  2.6226,  ...,  2.6051,  2.6226,  2.5529],\n",
            "          [ 2.3786,  2.5180,  2.6226,  ...,  2.5877,  2.5877,  2.5180]]],\n",
            "\n",
            "\n",
            "        [[[ 0.4508,  0.5364,  0.6049,  ..., -1.1932, -1.0562, -0.9020],\n",
            "          [ 0.7248,  1.0159,  0.8618,  ..., -1.0562, -0.9363, -0.7993],\n",
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            "          ...,\n",
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            "          [-1.9467, -1.9638, -1.9638,  ..., -1.9295, -1.9467, -1.9467]],\n",
            "\n",
            "         [[ 0.6254,  0.6954,  0.7479,  ..., -1.1253, -0.9503, -0.8452],\n",
            "          [ 0.9580,  1.2906,  1.1506,  ..., -1.0028, -0.8803, -0.7752],\n",
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            "          ...,\n",
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            "          [-1.8957, -1.9132, -1.8957,  ..., -1.8431, -1.8606, -1.8431]],\n",
            "\n",
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            "          [ 0.4265,  0.6879,  0.5311,  ..., -0.9504, -0.8284, -0.7413],\n",
            "          [-0.5321, -0.2010, -0.1661,  ..., -0.8981, -0.7587, -0.6890],\n",
            "          ...,\n",
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            "          [-1.5604, -1.5604, -1.5604,  ..., -1.4559, -1.4733, -1.4907],\n",
            "          [-1.5779, -1.5953, -1.5779,  ..., -1.4907, -1.4733, -1.5081]]]])\n",
            "tensor([[[[-1.1075, -1.0904, -1.1075,  ..., -1.1075, -1.1075, -1.1247],\n",
            "          [-1.0904, -1.0904, -1.1075,  ..., -1.0904, -1.1075, -1.1247],\n",
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            "          [-1.0048, -1.0219, -1.0219,  ..., -0.5596, -0.5938, -0.5938]],\n",
            "\n",
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            "          [-0.6352, -0.6352, -0.6527,  ..., -0.6527, -0.6702, -0.6877],\n",
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            "          ...,\n",
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            "          [-0.7227, -0.7227, -0.7227,  ..., -0.0924, -0.1099, -0.1099]],\n",
            "\n",
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            "          [-0.2881, -0.2881, -0.2707,  ..., -0.2532, -0.2707, -0.2881],\n",
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            "          [-0.4450, -0.4450, -0.4275,  ...,  0.1999,  0.1999,  0.2348],\n",
            "          [-0.4624, -0.4624, -0.4275,  ...,  0.2173,  0.1999,  0.1999]]],\n",
            "\n",
            "\n",
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            "          [-0.3369,  0.5022,  0.8618,  ...,  1.2899,  1.2728,  1.2728],\n",
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            "          ...,\n",
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            "          [ 0.7591,  0.7762,  0.7591,  ...,  1.0502,  1.1015,  1.0844],\n",
            "          [ 0.7933,  0.7933,  0.7933,  ...,  1.0673,  1.0844,  1.1015]],\n",
            "\n",
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            "          [-0.2500,  0.6078,  0.9755,  ...,  1.4307,  1.4307,  1.4132],\n",
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            "          ...,\n",
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            "          [ 0.9930,  0.9930,  0.9930,  ...,  1.2731,  1.2906,  1.3081]],\n",
            "\n",
            "         [[ 0.9319,  1.4548,  1.1411,  ...,  2.1520,  2.1346,  2.1346],\n",
            "          [ 0.4091,  1.2980,  1.6465,  ...,  2.1520,  2.1346,  2.1520],\n",
            "          [ 0.3045,  0.4962,  0.9668,  ...,  2.1694,  2.1520,  2.1694],\n",
            "          ...,\n",
            "          [ 1.7860,  1.7511,  1.7163,  ...,  1.9777,  2.0300,  2.0474],\n",
            "          [ 1.7511,  1.7685,  1.7337,  ...,  2.0125,  2.0648,  2.0474],\n",
            "          [ 1.7860,  1.7685,  1.7511,  ...,  2.0300,  2.0474,  2.0648]]],\n",
            "\n",
            "\n",
            "        [[[ 2.1633,  2.1804,  2.1804,  ...,  2.1290,  2.1462,  2.1119],\n",
            "          [ 2.0092,  2.0092,  1.9920,  ...,  1.6495,  1.5810,  1.6838],\n",
            "          [ 0.8961,  0.8961,  0.8618,  ..., -0.1314, -0.1999, -0.1314],\n",
            "          ...,\n",
            "          [-0.0458, -0.1143,  0.2282,  ...,  1.1700,  1.2385,  1.1700],\n",
            "          [ 0.1254,  0.2282,  0.3652,  ...,  1.1529,  1.1358,  1.1700],\n",
            "          [ 0.1597,  0.3138,  0.3994,  ...,  1.1700,  1.1015,  1.2385]],\n",
            "\n",
            "         [[ 2.3410,  2.3585,  2.3585,  ...,  2.3410,  2.3585,  2.3410],\n",
            "          [ 2.1660,  2.1660,  2.1310,  ...,  1.8333,  1.7633,  1.8683],\n",
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            "          ...,\n",
            "          [ 0.0651,  0.0126,  0.3978,  ...,  1.3957,  1.4657,  1.3957],\n",
            "          [ 0.3102,  0.4153,  0.5553,  ...,  1.4307,  1.3957,  1.3957],\n",
            "          [ 0.3452,  0.5378,  0.6078,  ...,  1.4832,  1.3782,  1.4482]],\n",
            "\n",
            "         [[ 2.5529,  2.5703,  2.5703,  ...,  2.4831,  2.4657,  2.4134],\n",
            "          [ 2.3437,  2.3437,  2.3088,  ...,  1.9777,  1.9254,  2.0648],\n",
            "          [ 1.1411,  1.1585,  1.1062,  ...,  0.1302,  0.1302,  0.2696],\n",
            "          ...,\n",
            "          [ 0.4439,  0.3742,  0.7054,  ...,  1.5942,  1.6465,  1.5768],\n",
            "          [ 0.6531,  0.7576,  0.8622,  ...,  1.6291,  1.5942,  1.5942],\n",
            "          [ 0.6879,  0.8274,  0.8971,  ...,  1.6814,  1.5942,  1.6814]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-1.8610, -1.6213, -0.8849,  ...,  2.0777,  2.0605,  0.8104],\n",
            "          [-1.7240, -1.5528, -0.9020,  ...,  2.0777,  2.0434,  0.7933],\n",
            "          [-1.6898, -1.5528, -0.9534,  ...,  2.0948,  2.0434,  0.8276],\n",
            "          ...,\n",
            "          [-0.1486, -1.7583, -1.2959,  ...,  2.0948,  2.0948,  0.7762],\n",
            "          [-0.0458, -1.7240, -1.0733,  ...,  2.1119,  2.0948,  0.6906],\n",
            "          [-0.1143, -1.7583, -0.9534,  ...,  2.1290,  2.0948,  0.5193]],\n",
            "\n",
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            "          [-1.7906, -1.5280, -0.6877,  ...,  2.3936,  2.3761,  1.1331],\n",
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            "          ...,\n",
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            "          [-0.0224, -1.7031, -0.7927,  ...,  2.3761,  2.3585,  0.7829]],\n",
            "\n",
            "         [[-1.6824, -1.4384, -0.8633,  ...,  2.3786,  2.3437,  1.0714],\n",
            "          [-1.5779, -1.3861, -0.8981,  ...,  2.3786,  2.3437,  1.0888],\n",
            "          [-1.5430, -1.4036, -0.9330,  ...,  2.3960,  2.3611,  1.1411],\n",
            "          ...,\n",
            "          [ 0.1651, -1.5430, -1.1073,  ...,  2.3437,  2.3263,  0.9842],\n",
            "          [ 0.2696, -1.5081, -0.8981,  ...,  2.3437,  2.3088,  0.8622],\n",
            "          [ 0.2173, -1.5256, -0.7761,  ...,  2.3263,  2.3088,  0.7054]]],\n",
            "\n",
            "\n",
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            "          [-1.2959, -1.2788, -1.2788,  ..., -0.9363, -0.9363, -0.9192],\n",
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            "          [ 0.2624,  0.2453,  0.1768,  ..., -0.3712, -0.3712, -0.4226]],\n",
            "\n",
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            "          ...,\n",
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            "          [-0.5651, -0.5826, -0.6352,  ..., -0.9153, -0.9153, -0.9678]],\n",
            "\n",
            "         [[-1.0027, -0.9678, -0.9678,  ..., -0.2358, -0.2010, -0.1312],\n",
            "          [-0.7761, -0.7587, -0.7413,  ...,  0.0256,  0.0605,  0.0779],\n",
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            "          [-0.6367, -0.6890, -0.7587,  ..., -0.7936, -0.7936, -0.8633]]],\n",
            "\n",
            "\n",
            "        [[[-1.0904, -1.0733, -1.0390,  ..., -1.2445, -1.2788, -1.2788],\n",
            "          [-1.0562, -0.9705, -1.0390,  ..., -1.1589, -1.2445, -1.2103],\n",
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            "          ...,\n",
            "          [ 1.5982,  1.9407,  1.8379,  ..., -0.7993, -0.7822, -0.7650],\n",
            "          [ 1.3584,  1.7694,  1.8379,  ..., -0.8849, -0.8849, -0.8335],\n",
            "          [ 0.9474,  1.4269,  1.5125,  ..., -0.7993, -0.8335, -0.9020]],\n",
            "\n",
            "         [[-1.1253, -1.0903, -1.0553,  ..., -1.1078, -1.1429, -1.1429],\n",
            "          [-1.1604, -1.0553, -1.1078,  ..., -1.0203, -1.1078, -1.0903],\n",
            "          [-1.2829, -1.0553, -1.0903,  ..., -0.9328, -1.0903, -1.1253],\n",
            "          ...,\n",
            "          [ 0.5203,  0.8880,  0.8004,  ..., -1.8081, -1.7906, -1.7731],\n",
            "          [ 0.3102,  0.7129,  0.7304,  ..., -1.8782, -1.8431, -1.8081],\n",
            "          [-0.0924,  0.3452,  0.3277,  ..., -1.7556, -1.7556, -1.8256]],\n",
            "\n",
            "         [[-0.1312, -0.0615,  0.0431,  ...,  0.0431, -0.0964, -0.1835],\n",
            "          [-0.1487, -0.0092,  0.0082,  ...,  0.1825,  0.0082, -0.0441],\n",
            "          [-0.3055, -0.0441, -0.0267,  ...,  0.2522,  0.0256, -0.0790],\n",
            "          ...,\n",
            "          [-0.9330, -0.8981, -1.1596,  ..., -1.1421, -1.1247, -1.1073],\n",
            "          [-0.9853, -0.9156, -1.0550,  ..., -1.2467, -1.2293, -1.1944],\n",
            "          [-0.9504, -0.8284, -0.9853,  ..., -1.1421, -1.1596, -1.2467]]]])\n",
            "tensor([[[[-0.6623, -0.6281, -0.6281,  ..., -0.5596, -0.5767, -0.5767],\n",
            "          [-0.6281, -0.6281, -0.6452,  ..., -0.5596, -0.5767, -0.5596],\n",
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            "          ...,\n",
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            "          [-0.1657, -0.1314, -0.1314,  ..., -0.4397, -0.4397, -0.4397]],\n",
            "\n",
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            "          [-0.0574, -0.0399, -0.0574,  ...,  0.0476,  0.0301,  0.0476],\n",
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            "          ...,\n",
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            "          [ 0.4153,  0.4153,  0.4328,  ...,  0.1877,  0.1702,  0.1702],\n",
            "          [ 0.3803,  0.3978,  0.4328,  ...,  0.1877,  0.1702,  0.1702]],\n",
            "\n",
            "         [[ 1.4025,  1.4200,  1.4374,  ...,  1.5594,  1.5420,  1.5594],\n",
            "          [ 1.4200,  1.4200,  1.4374,  ...,  1.5594,  1.5420,  1.5420],\n",
            "          [ 1.4374,  1.4548,  1.4722,  ...,  1.5768,  1.5768,  1.5071],\n",
            "          ...,\n",
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            "          [ 1.7163,  1.7163,  1.7163,  ...,  1.6988,  1.6814,  1.6814]]],\n",
            "\n",
            "\n",
            "        [[[-0.5938,  0.0056, -0.1314,  ...,  0.6392,  0.6221,  0.4166],\n",
            "          [-0.3712,  0.2624, -0.0287,  ...,  0.7077,  0.5364,  0.2453],\n",
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            "          ...,\n",
            "          [-1.1418, -0.4739, -0.5938,  ..., -0.9877, -1.2274, -1.5014],\n",
            "          [-0.4568, -0.9020, -0.6452,  ..., -1.5699, -1.6727, -1.7240],\n",
            "          [-1.1075, -1.4158, -0.7993,  ..., -1.4672, -1.6555, -1.7069]],\n",
            "\n",
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            "          [ 0.1877,  0.9755,  0.8179,  ...,  1.4132,  1.3081,  1.0630],\n",
            "          [ 0.5028,  0.8704,  0.6604,  ...,  1.4832,  1.1681,  0.9405],\n",
            "          ...,\n",
            "          [-1.0028, -0.2675, -0.4601,  ..., -1.5105, -1.5630, -1.6506],\n",
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            "          [-0.9853, -1.3004, -0.7402,  ..., -1.3704, -1.5980, -1.6856]],\n",
            "\n",
            "         [[ 0.6182,  1.4548,  1.6640,  ...,  1.5594,  1.6117,  1.4722],\n",
            "          [ 1.0539,  1.7163,  1.6640,  ...,  1.6465,  1.5594,  1.3328],\n",
            "          [ 1.2980,  1.5942,  1.5420,  ...,  1.7511,  1.4722,  1.2805],\n",
            "          ...,\n",
            "          [-0.8110, -0.1312, -0.3578,  ..., -1.2641, -1.2293, -1.2816],\n",
            "          [-0.2010, -0.5670, -0.3578,  ..., -1.2990, -1.3513, -1.3687],\n",
            "          [-0.8284, -1.0550, -0.4450,  ..., -0.9156, -1.1944, -1.3339]]],\n",
            "\n",
            "\n",
            "        [[[-0.4226, -0.4568, -0.4397,  ..., -0.1657, -0.1657, -0.1314],\n",
            "          [-0.4739, -0.4911, -0.5082,  ..., -0.1828, -0.1486, -0.1143],\n",
            "          [-0.5253, -0.5253, -0.5253,  ..., -0.1657, -0.1657, -0.1486],\n",
            "          ...,\n",
            "          [-1.2103, -1.0562, -1.0219,  ..., -1.7240, -1.5357, -1.3987],\n",
            "          [-1.3987, -1.0390, -1.2103,  ..., -1.6384, -1.6555, -1.4500],\n",
            "          [-1.2788, -1.2103, -1.4672,  ..., -1.3987, -1.2959, -1.3130]],\n",
            "\n",
            "         [[ 0.0476,  0.0301,  0.0301,  ...,  0.5378,  0.5203,  0.5553],\n",
            "          [ 0.0126, -0.0049,  0.0126,  ...,  0.5553,  0.5378,  0.5378],\n",
            "          [ 0.0651,  0.0301,  0.0301,  ...,  0.5728,  0.5728,  0.5728],\n",
            "          ...,\n",
            "          [-1.0728, -0.8803, -1.0203,  ..., -1.6155, -1.5630, -1.5455],\n",
            "          [-1.2129, -0.8102, -1.0378,  ..., -1.5455, -1.5980, -1.5280],\n",
            "          [-0.9153, -0.8803, -1.1779,  ..., -1.4230, -1.3179, -1.3354]],\n",
            "\n",
            "         [[ 0.8622,  0.8448,  0.8797,  ...,  1.1759,  1.1585,  1.1411],\n",
            "          [ 0.8797,  0.8622,  0.8971,  ...,  1.1759,  1.2108,  1.1934],\n",
            "          [ 0.8622,  0.8622,  0.8971,  ...,  1.2457,  1.2282,  1.1759],\n",
            "          ...,\n",
            "          [-1.4907, -1.4210, -1.3164,  ..., -1.6127, -1.5081, -1.4384],\n",
            "          [-1.5430, -1.2641, -1.2816,  ..., -1.4907, -1.5256, -1.3861],\n",
            "          [-1.3687, -1.3861, -1.4036,  ..., -1.4210, -1.3861, -1.4210]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 0.9646,  0.9646,  0.9646,  ...,  0.6392,  0.6392,  0.6221],\n",
            "          [ 0.9646,  0.9474,  0.9474,  ...,  0.6221,  0.6221,  0.6221],\n",
            "          [ 0.9474,  0.9474,  0.9474,  ...,  0.6392,  0.6392,  0.6221],\n",
            "          ...,\n",
            "          [ 1.6667,  1.6495,  1.6495,  ...,  1.6153,  1.6153,  1.6324],\n",
            "          [ 1.6667,  1.6667,  1.6667,  ...,  1.6153,  1.6153,  1.6324],\n",
            "          [ 1.6838,  1.6838,  1.6838,  ...,  1.6324,  1.6324,  1.6495]],\n",
            "\n",
            "         [[ 1.0805,  1.0805,  1.0805,  ...,  0.7479,  0.7479,  0.7304],\n",
            "          [ 1.0805,  1.0630,  1.0630,  ...,  0.7304,  0.7304,  0.7304],\n",
            "          [ 1.0630,  1.0630,  1.0630,  ...,  0.7479,  0.7479,  0.7304],\n",
            "          ...,\n",
            "          [ 1.8508,  1.8333,  1.8333,  ...,  1.7808,  1.7808,  1.7983],\n",
            "          [ 1.8508,  1.8508,  1.8508,  ...,  1.7983,  1.7983,  1.7983],\n",
            "          [ 1.8683,  1.8683,  1.8683,  ...,  1.8158,  1.8158,  1.8333]],\n",
            "\n",
            "         [[ 1.3154,  1.3154,  1.3154,  ...,  0.9842,  0.9842,  0.9668],\n",
            "          [ 1.3154,  1.2980,  1.2980,  ...,  0.9668,  0.9668,  0.9668],\n",
            "          [ 1.2980,  1.2980,  1.2980,  ...,  0.9842,  0.9842,  0.9668],\n",
            "          ...,\n",
            "          [ 2.1171,  2.0823,  2.0823,  ...,  2.0125,  2.0125,  2.0125],\n",
            "          [ 2.1346,  2.0997,  2.0823,  ...,  2.0300,  2.0300,  2.0474],\n",
            "          [ 2.1520,  2.1171,  2.0997,  ...,  2.0648,  2.0648,  2.0823]]],\n",
            "\n",
            "\n",
            "        [[[ 0.7933,  0.3823,  0.3481,  ...,  1.1872,  1.1700,  1.1700],\n",
            "          [ 0.4851,  0.1254,  0.6563,  ...,  1.2043,  1.1872,  1.1872],\n",
            "          [ 0.1254,  0.1939,  0.8961,  ...,  1.2214,  1.2043,  1.2043],\n",
            "          ...,\n",
            "          [ 0.5536,  0.5536,  0.5536,  ...,  0.5878,  0.5878,  0.5536],\n",
            "          [ 0.5193,  0.5364,  0.5193,  ...,  0.6221,  0.6049,  0.6049],\n",
            "          [ 0.5193,  0.5364,  0.5193,  ...,  0.6392,  0.6221,  0.6392]],\n",
            "\n",
            "         [[ 1.0105,  0.5553,  0.5378,  ...,  1.4482,  1.4307,  1.4307],\n",
            "          [ 0.6429,  0.3277,  0.9405,  ...,  1.4657,  1.4482,  1.4482],\n",
            "          [ 0.3803,  0.4503,  1.1506,  ...,  1.4832,  1.4657,  1.4657],\n",
            "          ...,\n",
            "          [ 0.9930,  0.9930,  0.9930,  ...,  0.9580,  0.9580,  0.9580],\n",
            "          [ 0.9580,  0.9580,  0.9580,  ...,  0.9755,  0.9755,  0.9580],\n",
            "          [ 0.9405,  0.9580,  0.9580,  ...,  0.9930,  0.9930,  0.9755]],\n",
            "\n",
            "         [[ 1.4548,  0.8274,  0.8797,  ...,  1.9428,  1.9254,  1.9254],\n",
            "          [ 1.0714,  0.6356,  1.3502,  ...,  1.9603,  1.9428,  1.9428],\n",
            "          [ 0.7751,  0.8274,  1.6465,  ...,  1.9777,  1.9603,  1.9603],\n",
            "          ...,\n",
            "          [ 1.5594,  1.5594,  1.5594,  ...,  1.6117,  1.5768,  1.5768],\n",
            "          [ 1.5420,  1.5420,  1.5420,  ...,  1.6117,  1.5942,  1.6117],\n",
            "          [ 1.5420,  1.5420,  1.5420,  ...,  1.5942,  1.5942,  1.5942]]],\n",
            "\n",
            "\n",
            "        [[[ 1.9920,  1.9407,  1.9749,  ...,  1.9407,  2.0092,  2.0605],\n",
            "          [ 1.9920,  1.9749,  1.9578,  ...,  1.9407,  1.9749,  2.0263],\n",
            "          [ 1.9749,  1.9407,  1.9749,  ...,  1.9578,  1.9578,  1.9749],\n",
            "          ...,\n",
            "          [-0.3712, -0.3712, -0.3712,  ..., -0.5253, -0.5082, -0.4568],\n",
            "          [-0.3369, -0.3541, -0.3883,  ..., -0.5253, -0.4739, -0.4054],\n",
            "          [-0.3883, -0.4054, -0.4397,  ..., -0.5082, -0.4739, -0.4054]],\n",
            "\n",
            "         [[ 1.9909,  1.9559,  1.9909,  ...,  1.9909,  2.0609,  2.1134],\n",
            "          [ 1.9909,  1.9909,  1.9734,  ...,  1.9734,  2.0259,  2.0784],\n",
            "          [ 1.9734,  1.9559,  1.9909,  ...,  1.9734,  1.9909,  2.0084],\n",
            "          ...,\n",
            "          [-0.4251, -0.4251, -0.4251,  ..., -0.5826, -0.5651, -0.5126],\n",
            "          [-0.3901, -0.4076, -0.4426,  ..., -0.5826, -0.5301, -0.4601],\n",
            "          [-0.4426, -0.4601, -0.4951,  ..., -0.5651, -0.5301, -0.4601]],\n",
            "\n",
            "         [[ 1.5594,  1.4897,  1.4897,  ...,  1.4897,  1.5420,  1.5594],\n",
            "          [ 1.5768,  1.5245,  1.4897,  ...,  1.5071,  1.5420,  1.5594],\n",
            "          [ 1.5594,  1.4897,  1.5071,  ...,  1.5420,  1.5245,  1.5420],\n",
            "          ...,\n",
            "          [-0.4101, -0.4101, -0.4101,  ..., -0.5321, -0.5147, -0.4624],\n",
            "          [-0.3753, -0.3927, -0.4275,  ..., -0.5321, -0.4798, -0.4101],\n",
            "          [-0.4275, -0.4450, -0.4798,  ..., -0.5147, -0.4798, -0.4101]]]])\n",
            "tensor([[[[ 0.0741,  0.0741,  0.1597,  ...,  0.3994,  0.3994,  0.4337],\n",
            "          [ 0.5364,  0.4851,  0.5536,  ...,  0.5364,  0.5022,  0.5193],\n",
            "          [ 0.5707,  0.5193,  0.5707,  ...,  0.6221,  0.6563,  0.6049],\n",
            "          ...,\n",
            "          [-1.7240, -1.8439, -1.7925,  ..., -1.7069, -1.7412, -1.7240],\n",
            "          [-1.7583, -1.8097, -1.8610,  ..., -1.7240, -1.7583, -1.7754],\n",
            "          [-1.7412, -1.7583, -1.8097,  ..., -1.7754, -1.7240, -1.7583]],\n",
            "\n",
            "         [[ 0.2752,  0.2577,  0.3102,  ...,  0.5028,  0.4853,  0.5203],\n",
            "          [ 0.7304,  0.7129,  0.7479,  ...,  0.6604,  0.6429,  0.6604],\n",
            "          [ 0.7829,  0.8004,  0.8179,  ...,  0.7654,  0.7829,  0.7479],\n",
            "          ...,\n",
            "          [-1.5980, -1.6506, -1.5455,  ..., -1.5805, -1.6331, -1.5980],\n",
            "          [-1.5980, -1.5980, -1.5805,  ..., -1.5805, -1.5980, -1.5980],\n",
            "          [-1.6331, -1.5805, -1.5805,  ..., -1.6331, -1.5980, -1.6155]],\n",
            "\n",
            "         [[ 0.6531,  0.6182,  0.6705,  ...,  0.7054,  0.6705,  0.6531],\n",
            "          [ 1.1934,  1.1411,  1.1585,  ...,  0.8448,  0.8274,  0.8099],\n",
            "          [ 1.1411,  1.1062,  1.1411,  ...,  0.9319,  0.9319,  0.8797],\n",
            "          ...,\n",
            "          [-1.2816, -1.2816, -1.2641,  ..., -1.2293, -1.2990, -1.3513],\n",
            "          [-1.2641, -1.2119, -1.3339,  ..., -1.2119, -1.3164, -1.4036],\n",
            "          [-1.3861, -1.2641, -1.3339,  ..., -1.2467, -1.2467, -1.3513]]],\n",
            "\n",
            "\n",
            "        [[[ 1.5297,  1.5297,  1.5297,  ..., -1.1589, -1.1760, -1.1932],\n",
            "          [ 1.5297,  1.5297,  1.5297,  ..., -1.1589, -1.1760, -1.1932],\n",
            "          [ 1.5468,  1.5468,  1.5468,  ..., -1.1418, -1.1589, -1.1760],\n",
            "          ...,\n",
            "          [-0.9020, -0.9020, -0.9020,  ..., -0.9363, -0.9534, -0.9534],\n",
            "          [-0.8849, -0.8849, -0.8849,  ..., -0.9534, -0.9705, -0.9705],\n",
            "          [-0.8849, -0.8849, -0.8849,  ..., -0.9534, -0.9705, -0.9705]],\n",
            "\n",
            "         [[ 1.2381,  1.2381,  1.2381,  ..., -1.3004, -1.3354, -1.3529],\n",
            "          [ 1.2381,  1.2381,  1.2381,  ..., -1.3004, -1.3354, -1.3529],\n",
            "          [ 1.2556,  1.2556,  1.2556,  ..., -1.2829, -1.3179, -1.3354],\n",
            "          ...,\n",
            "          [-0.9853, -0.9853, -0.9853,  ..., -1.2479, -1.2654, -1.2654],\n",
            "          [-0.9678, -0.9678, -0.9678,  ..., -1.2654, -1.2829, -1.2829],\n",
            "          [-0.9678, -0.9678, -0.9678,  ..., -1.2654, -1.2829, -1.2829]],\n",
            "\n",
            "         [[ 0.8448,  0.8448,  0.8448,  ..., -1.2293, -1.2467, -1.2467],\n",
            "          [ 0.8448,  0.8448,  0.8448,  ..., -1.2293, -1.2293, -1.2467],\n",
            "          [ 0.8622,  0.8622,  0.8622,  ..., -1.2119, -1.2293, -1.2293],\n",
            "          ...,\n",
            "          [-0.8633, -0.8633, -0.8633,  ..., -1.1944, -1.2119, -1.2119],\n",
            "          [-0.8458, -0.8458, -0.8458,  ..., -1.2119, -1.2293, -1.2293],\n",
            "          [-0.8458, -0.8458, -0.8458,  ..., -1.2119, -1.2293, -1.2293]]],\n",
            "\n",
            "\n",
            "        [[[ 1.5982,  1.6838,  1.6153,  ..., -1.0562, -1.2959, -1.3130],\n",
            "          [ 1.6495,  1.7180,  1.6324,  ..., -1.1247, -1.3302, -1.3987],\n",
            "          [ 1.6667,  1.6838,  1.6324,  ..., -1.2445, -1.3473, -1.3815],\n",
            "          ...,\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -0.6794, -0.2856,  1.9749],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -0.8849, -0.9534,  0.9132],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -0.9877, -0.8335, -0.3541]],\n",
            "\n",
            "         [[ 1.7633,  1.8508,  1.7808,  ..., -0.9503, -1.1954, -1.2129],\n",
            "          [ 1.8158,  1.8859,  1.7983,  ..., -1.0203, -1.2304, -1.3004],\n",
            "          [ 1.8333,  1.8508,  1.7983,  ..., -1.1429, -1.2479, -1.2829],\n",
            "          ...,\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -0.5651, -0.1625,  2.1485],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -0.7752, -0.8452,  1.0630],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -0.8803, -0.7227, -0.2325]],\n",
            "\n",
            "         [[ 1.9777,  2.0648,  1.9951,  ..., -0.7238, -0.9678, -0.9853],\n",
            "          [ 2.0300,  2.0997,  2.0125,  ..., -0.7936, -1.0027, -1.0724],\n",
            "          [ 2.0474,  2.0648,  2.0125,  ..., -0.9156, -1.0201, -1.0550],\n",
            "          ...,\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -0.3404,  0.0605,  2.3611],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -0.5495, -0.6193,  1.2805],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -0.6541, -0.4973, -0.0092]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[-0.4054, -0.4226, -0.4226,  ...,  1.0159,  1.0159,  1.0331],\n",
            "          [-0.4054, -0.4397, -0.4226,  ...,  1.0159,  1.0159,  1.0159],\n",
            "          [-0.3883, -0.4054, -0.4226,  ...,  1.0502,  1.0331,  1.0331],\n",
            "          ...,\n",
            "          [-1.5699, -1.5528, -1.5185,  ..., -1.5870, -1.5699, -1.5528],\n",
            "          [-1.5699, -1.5528, -1.5185,  ..., -1.5870, -1.6042, -1.5357],\n",
            "          [-1.5528, -1.5357, -1.5185,  ..., -1.5870, -1.5699, -1.5357]],\n",
            "\n",
            "         [[-0.5126, -0.5301, -0.5301,  ...,  1.1155,  1.1331,  1.1331],\n",
            "          [-0.5301, -0.5476, -0.5476,  ...,  1.1681,  1.1681,  1.1506],\n",
            "          [-0.5126, -0.5301, -0.5476,  ...,  1.1856,  1.1506,  1.1331],\n",
            "          ...,\n",
            "          [-1.6331, -1.6155, -1.5805,  ..., -1.6331, -1.6331, -1.6155],\n",
            "          [-1.6331, -1.6155, -1.5805,  ..., -1.6506, -1.6681, -1.6155],\n",
            "          [-1.6155, -1.5980, -1.5805,  ..., -1.6331, -1.6506, -1.5980]],\n",
            "\n",
            "         [[-0.3753, -0.3927, -0.3927,  ...,  1.1759,  1.1934,  1.2108],\n",
            "          [-0.3578, -0.3927, -0.3753,  ...,  1.2108,  1.2282,  1.2282],\n",
            "          [-0.3404, -0.3578, -0.3753,  ...,  1.2108,  1.1934,  1.1934],\n",
            "          ...,\n",
            "          [-1.4907, -1.4733, -1.4384,  ..., -1.4559, -1.4733, -1.4733],\n",
            "          [-1.4907, -1.4733, -1.4384,  ..., -1.4559, -1.4907, -1.4559],\n",
            "          [-1.4733, -1.4559, -1.4384,  ..., -1.4559, -1.4559, -1.4384]]],\n",
            "\n",
            "\n",
            "        [[[ 1.6153,  2.0605,  2.1462,  ...,  2.1290,  2.0263,  1.9920],\n",
            "          [ 1.5125,  2.0434,  2.1804,  ...,  2.1633,  2.0948,  2.0263],\n",
            "          [ 1.4954,  2.0605,  2.1975,  ...,  2.2147,  2.1633,  2.1290],\n",
            "          ...,\n",
            "          [ 1.5297,  1.9920,  2.2318,  ...,  2.2318,  2.2147,  2.2147],\n",
            "          [ 1.6153,  1.9749,  2.2318,  ...,  2.2489,  2.2318,  2.2318],\n",
            "          [ 1.7352,  1.9749,  2.2318,  ...,  2.2318,  2.2147,  2.1975]],\n",
            "\n",
            "         [[-0.6352, -1.4055, -1.4230,  ..., -1.3179, -1.2304, -1.1779],\n",
            "          [-0.5476, -1.4405, -1.4405,  ..., -1.3179, -1.2304, -1.2304],\n",
            "          [-0.3725, -1.4405, -1.4580,  ..., -1.3004, -1.2479, -1.1954],\n",
            "          ...,\n",
            "          [-0.0049, -1.4580, -1.4580,  ..., -1.5455, -1.4930, -1.4230],\n",
            "          [ 0.0826, -1.4230, -1.4405,  ..., -1.5105, -1.4755, -1.4055],\n",
            "          [ 0.1527, -1.3529, -1.4055,  ..., -1.3880, -1.3354, -1.3004]],\n",
            "\n",
            "         [[-0.5844, -1.3687, -1.3687,  ..., -1.2990, -1.2293, -1.1596],\n",
            "          [-0.4450, -1.3513, -1.3513,  ..., -1.2816, -1.2293, -1.2293],\n",
            "          [-0.2358, -1.2816, -1.3513,  ..., -1.2641, -1.2467, -1.1944],\n",
            "          ...,\n",
            "          [ 0.1651, -1.1944, -1.2816,  ..., -1.4384, -1.4384, -1.4210],\n",
            "          [ 0.1651, -1.2293, -1.2990,  ..., -1.3687, -1.3687, -1.3513],\n",
            "          [ 0.0256, -1.2990, -1.3687,  ..., -1.3687, -1.3687, -1.3687]]],\n",
            "\n",
            "\n",
            "        [[[-1.0048, -0.9877, -0.9877,  ..., -1.0562, -1.0390, -1.0390],\n",
            "          [-0.9877, -0.9705, -0.9705,  ..., -1.0048, -1.0048, -1.0048],\n",
            "          [-0.9877, -0.9877, -0.9705,  ..., -0.9877, -1.0048, -1.0048],\n",
            "          ...,\n",
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            "          [-1.2959, -1.3130, -1.2959,  ..., -1.0562, -1.0904, -1.1075]],\n",
            "\n",
            "         [[-1.4055, -1.3880, -1.3880,  ..., -1.4580, -1.4580, -1.4580],\n",
            "          [-1.3880, -1.3704, -1.3704,  ..., -1.4580, -1.4580, -1.4580],\n",
            "          [-1.3880, -1.3880, -1.3704,  ..., -1.4580, -1.4580, -1.4755],\n",
            "          ...,\n",
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            "          [-1.7381, -1.7381, -1.7206,  ..., -1.5630, -1.5980, -1.5805]],\n",
            "\n",
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            "          [-1.0724, -1.0724, -1.0550,  ..., -1.1073, -1.1247, -1.1247],\n",
            "          ...,\n",
            "          [-1.3861, -1.3861, -1.3687,  ..., -1.2641, -1.2816, -1.2816],\n",
            "          [-1.3687, -1.3861, -1.3861,  ..., -1.2119, -1.2467, -1.2293],\n",
            "          [-1.3687, -1.3687, -1.3513,  ..., -1.2119, -1.2467, -1.2293]]]])\n",
            "tensor([[[[-1.2445, -1.2617, -1.2617,  ...,  1.0502,  1.0159,  1.0673],\n",
            "          [-1.2617, -1.3130, -1.3130,  ...,  0.9646,  0.9132,  0.9474],\n",
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            "          [-0.2684, -0.2513, -0.1828,  ..., -0.1143, -0.1314, -0.1314]],\n",
            "\n",
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            "          [-1.0203, -1.0728, -1.0553,  ...,  1.2031,  1.1681,  1.2031],\n",
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            "          ...,\n",
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            "          [-0.1625, -0.1625, -0.0924,  ...,  0.1702,  0.1352,  0.1176]],\n",
            "\n",
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            "          [-0.5844, -0.6367, -0.6193,  ...,  0.8448,  0.8099,  0.8274],\n",
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            "          [-0.3055, -0.3404, -0.2532,  ...,  0.0605,  0.0431,  0.0431],\n",
            "          [-0.3230, -0.3055, -0.2358,  ...,  0.0953,  0.0605,  0.0605]]],\n",
            "\n",
            "\n",
            "        [[[-1.8953, -1.8953, -1.8953,  ...,  0.2796,  0.6049, -0.0629],\n",
            "          [-1.8782, -1.8953, -1.9124,  ...,  0.2282,  0.2282, -0.0801],\n",
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            "          ...,\n",
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            "          [-1.2274, -1.3987, -1.4158,  ..., -0.9877, -1.1247, -0.9363]],\n",
            "\n",
            "         [[ 0.3978,  0.4153,  0.4328,  ..., -0.1975,  0.0651, -0.7052],\n",
            "          [ 0.4678,  0.4853,  0.4853,  ..., -0.5126, -0.4601, -0.7402],\n",
            "          [ 0.5378,  0.5378,  0.5028,  ..., -0.7227, -0.8452, -0.5651],\n",
            "          ...,\n",
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            "          [-0.9328, -1.0378, -1.1253,  ..., -1.0378, -1.0728, -0.7402]],\n",
            "\n",
            "         [[ 1.0539,  1.0714,  1.0714,  ...,  0.5834,  0.8797,  0.1476],\n",
            "          [ 1.1062,  1.1237,  1.1062,  ...,  0.2696,  0.3045,  0.0256],\n",
            "          [ 1.1585,  1.1585,  1.1237,  ...,  0.1302,  0.0431,  0.3045],\n",
            "          ...,\n",
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            "          [-0.1312, -0.2881, -0.3055,  ..., -0.6890, -0.4798,  0.3393],\n",
            "          [-0.3578, -0.2358, -0.1661,  ..., -0.4973, -0.3753,  0.0082]]],\n",
            "\n",
            "\n",
            "        [[[ 2.0777,  2.1804,  2.1804,  ...,  1.1358,  1.1358,  0.7591],\n",
            "          [ 1.8550,  2.1462,  2.1633,  ...,  0.8961,  1.0844,  0.2453],\n",
            "          [ 1.4612,  1.8208,  1.8893,  ...,  0.4679,  0.7419,  0.2111],\n",
            "          ...,\n",
            "          [-1.1247, -1.3130, -1.3815,  ...,  0.3309,  0.3481,  0.3652],\n",
            "          [-1.4158, -1.3473, -1.2445,  ...,  0.3823,  0.3652,  0.3994],\n",
            "          [-1.2445, -0.7650, -0.6965,  ...,  0.3481,  0.3138,  0.3994]],\n",
            "\n",
            "         [[ 2.2885,  2.3761,  2.3585,  ...,  1.5007,  1.4307,  1.1856],\n",
            "          [ 2.1134,  2.3761,  2.3585,  ...,  1.3431,  1.4307,  0.9230],\n",
            "          [ 1.9034,  2.1485,  2.2010,  ...,  1.0280,  1.2031,  0.7829],\n",
            "          ...,\n",
            "          [-1.0378, -1.3354, -1.4405,  ...,  0.8004,  0.7304,  0.7479],\n",
            "          [-1.4230, -1.3529, -1.2304,  ...,  0.8704,  0.8354,  0.9055],\n",
            "          [-1.2479, -0.8627, -0.7577,  ...,  0.8004,  0.8179,  0.8529]],\n",
            "\n",
            "         [[ 2.5006,  2.5529,  2.5877,  ...,  1.8383,  1.7337,  1.6640],\n",
            "          [ 2.3611,  2.5354,  2.5529,  ...,  1.7685,  1.7337,  1.4897],\n",
            "          [ 2.2566,  2.4657,  2.4134,  ...,  1.4548,  1.6640,  1.3502],\n",
            "          ...,\n",
            "          [-0.8807, -1.0898, -1.2816,  ...,  1.1585,  1.0888,  1.0191],\n",
            "          [-1.2816, -1.1596, -1.1073,  ...,  1.2457,  1.2457,  1.3328],\n",
            "          [-1.1596, -0.8284, -0.7413,  ...,  1.1934,  1.2631,  1.3154]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 2.2147,  2.2147,  2.1975,  ...,  2.2147,  2.2147,  2.2147],\n",
            "          [ 2.2147,  2.2147,  2.1975,  ...,  2.2147,  2.2147,  2.2147],\n",
            "          [ 2.1975,  2.1975,  2.1975,  ...,  2.2147,  2.2147,  2.2147],\n",
            "          ...,\n",
            "          [ 2.2147,  2.1975,  2.1975,  ...,  2.1462,  2.1462,  2.1462],\n",
            "          [ 2.2147,  2.1975,  2.1975,  ...,  2.1462,  2.1462,  2.1462],\n",
            "          [ 2.2147,  2.1975,  2.1975,  ...,  2.1290,  2.1462,  2.1462]],\n",
            "\n",
            "         [[-1.7906, -1.7906, -1.8081,  ..., -1.8431, -1.8431, -1.8256],\n",
            "          [-1.7906, -1.7906, -1.8081,  ..., -1.8431, -1.8431, -1.8431],\n",
            "          [-1.7906, -1.8081, -1.8081,  ..., -1.8431, -1.8431, -1.8431],\n",
            "          ...,\n",
            "          [-1.7381, -1.7556, -1.7556,  ..., -1.8431, -1.8431, -1.8431],\n",
            "          [-1.7381, -1.7556, -1.7556,  ..., -1.8431, -1.8431, -1.8431],\n",
            "          [-1.7381, -1.7556, -1.7556,  ..., -1.8606, -1.8431, -1.8431]],\n",
            "\n",
            "         [[ 2.2043,  2.2043,  2.1868,  ...,  2.2566,  2.2566,  2.2217],\n",
            "          [ 2.2043,  2.2043,  2.1868,  ...,  2.2566,  2.2566,  2.2566],\n",
            "          [ 2.2043,  2.1868,  2.1868,  ...,  2.2566,  2.2566,  2.2566],\n",
            "          ...,\n",
            "          [ 2.1346,  2.1171,  2.1171,  ...,  2.1520,  2.1520,  2.1520],\n",
            "          [ 2.1346,  2.1171,  2.1171,  ...,  2.1520,  2.1520,  2.1520],\n",
            "          [ 2.1346,  2.1171,  2.1171,  ...,  2.1346,  2.1520,  2.1520]]],\n",
            "\n",
            "\n",
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            "          [-2.0323, -2.0494, -2.0494,  ..., -2.0665, -2.0837, -2.0837],\n",
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            "          [-2.0837, -2.0837, -2.0837,  ..., -2.0837, -2.1008, -2.1179]],\n",
            "\n",
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            "          [-1.9832, -2.0007, -1.9657,  ..., -1.9657, -2.0007, -2.0007],\n",
            "          [-2.0007, -1.9482, -2.0007,  ..., -2.0007, -2.0007, -2.0007],\n",
            "          ...,\n",
            "          [-2.0007, -2.0007, -1.9832,  ..., -1.9832, -2.0007, -2.0182],\n",
            "          [-1.9657, -2.0182, -1.9832,  ..., -1.9832, -2.0182, -2.0357],\n",
            "          [-2.0182, -2.0007, -1.9832,  ..., -2.0182, -2.0357, -2.0357]],\n",
            "\n",
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            "          [-1.6650, -1.6999, -1.7522,  ..., -1.7696, -1.7696, -1.7696],\n",
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            "          ...,\n",
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            "          [-1.7696, -1.7347, -1.7522,  ..., -1.7696, -1.7870, -1.8044],\n",
            "          [-1.7347, -1.7696, -1.7696,  ..., -1.7870, -1.8044, -1.8044]]],\n",
            "\n",
            "\n",
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            "          [-2.0837, -2.1179, -2.1179,  ...,  1.0673,  1.0844,  1.1187],\n",
            "          [-2.0837, -2.1008, -2.1008,  ...,  1.1529,  1.0844,  1.0502],\n",
            "          ...,\n",
            "          [ 1.5810,  1.5125,  1.4098,  ...,  1.6324,  1.4269,  1.3755],\n",
            "          [ 1.0331,  1.2557,  1.2728,  ...,  1.7865,  1.6667,  1.5297],\n",
            "          [ 1.1529,  0.9988,  0.6734,  ...,  1.8208,  1.5810,  1.7009]],\n",
            "\n",
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            "          [-2.0357, -2.0357, -2.0357,  ...,  1.1506,  1.1155,  1.1331],\n",
            "          [-2.0357, -2.0182, -2.0182,  ...,  1.2556,  1.1155,  1.0980],\n",
            "          ...,\n",
            "          [ 1.5532,  1.6057,  1.5882,  ...,  1.9209,  1.7808,  1.7633],\n",
            "          [ 1.1506,  1.3782,  1.4132,  ...,  2.0609,  2.0084,  1.8333],\n",
            "          [ 1.2731,  1.2031,  0.8529,  ...,  2.0784,  1.9384,  1.9909]],\n",
            "\n",
            "         [[-1.7870, -1.7870, -1.7696,  ...,  1.3154,  1.2631,  1.2457],\n",
            "          [-1.7870, -1.8044, -1.7870,  ...,  1.3154,  1.2805,  1.2980],\n",
            "          [-1.7870, -1.7870, -1.7870,  ...,  1.4200,  1.2980,  1.2631],\n",
            "          ...,\n",
            "          [ 1.3851,  1.3328,  1.4374,  ...,  2.0823,  1.9080,  1.9254],\n",
            "          [ 1.0539,  1.2457,  1.3328,  ...,  2.2043,  2.0997,  1.9428],\n",
            "          [ 1.1934,  1.0888,  0.7402,  ...,  2.1868,  2.0648,  2.1171]]]])\n",
            "tensor([[[[-1.8268, -1.7240, -1.7583,  ..., -1.5528, -1.7925, -1.8268],\n",
            "          [-1.9295, -1.8610, -1.6384,  ..., -1.5014, -1.7925, -1.7925],\n",
            "          [-1.8097, -1.5357, -1.4843,  ..., -1.9467, -1.9467, -1.7925],\n",
            "          ...,\n",
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            "          [-2.1008, -2.1008, -2.1008,  ..., -2.1008, -2.1008, -2.0837],\n",
            "          [-2.1008, -2.1008, -2.1008,  ..., -2.1008, -2.1008, -2.0837]],\n",
            "\n",
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            "          [-1.7381, -1.6681, -1.4230,  ..., -1.1253, -1.5455, -1.6155],\n",
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            "          ...,\n",
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            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -2.0357, -2.0357, -2.0357]],\n",
            "\n",
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            "          [-1.7347, -1.7173, -1.5256,  ..., -0.6715, -1.1596, -1.3164],\n",
            "          [-1.6824, -1.5604, -1.4036,  ..., -1.4036, -1.4210, -1.3164],\n",
            "          ...,\n",
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            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.7870],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -1.8044, -1.8044, -1.7870]]],\n",
            "\n",
            "\n",
            "        [[[-0.6794, -0.6965, -0.6794,  ..., -0.2684, -0.2342, -0.2171],\n",
            "          [-0.6965, -0.7137, -0.6794,  ..., -0.2513, -0.2513, -0.2342],\n",
            "          [-0.7308, -0.7137, -0.6794,  ..., -0.2513, -0.2342, -0.2342],\n",
            "          ...,\n",
            "          [ 0.7077,  0.6221,  0.4508,  ...,  0.1768,  0.1939,  0.2111],\n",
            "          [ 0.7077,  0.7419,  0.7933,  ...,  0.1597,  0.1768,  0.1939],\n",
            "          [ 0.7248,  0.7419,  0.7933,  ...,  0.1768,  0.1939,  0.2111]],\n",
            "\n",
            "         [[-0.0924, -0.0749, -0.0049,  ...,  0.2927,  0.2577,  0.2577],\n",
            "          [-0.1099, -0.1099, -0.0574,  ...,  0.2752,  0.2577,  0.2752],\n",
            "          [-0.1450, -0.1450, -0.1275,  ...,  0.2577,  0.2752,  0.2752],\n",
            "          ...,\n",
            "          [ 1.1681,  1.0280,  0.8354,  ...,  0.7304,  0.7479,  0.7654],\n",
            "          [ 1.1856,  1.2206,  1.2556,  ...,  0.7129,  0.7304,  0.7304],\n",
            "          [ 1.1681,  1.2031,  1.2381,  ...,  0.7304,  0.7304,  0.7129]],\n",
            "\n",
            "         [[-0.2184, -0.2532, -0.1487,  ...,  0.7228,  0.7054,  0.7402],\n",
            "          [-0.2010, -0.2358, -0.1661,  ...,  0.7054,  0.7228,  0.7402],\n",
            "          [-0.2184, -0.2184, -0.1835,  ...,  0.7054,  0.7402,  0.7402],\n",
            "          ...,\n",
            "          [ 1.8034,  1.6640,  1.4025,  ...,  1.4374,  1.4548,  1.4722],\n",
            "          [ 1.8383,  1.8557,  1.9254,  ...,  1.4200,  1.4374,  1.4722],\n",
            "          [ 1.8208,  1.8383,  1.8731,  ...,  1.4374,  1.4374,  1.4722]]],\n",
            "\n",
            "\n",
            "        [[[-0.1143, -0.1657, -0.1486,  ..., -0.6281, -0.9363, -0.9877],\n",
            "          [-0.1657, -0.1657, -0.1314,  ..., -0.9877, -0.9534, -0.8678],\n",
            "          [-0.1314, -0.0972, -0.1999,  ..., -0.8849, -0.8335, -0.8164],\n",
            "          ...,\n",
            "          [-0.8849, -0.8678, -0.9020,  ..., -0.6794, -0.7308, -0.7137],\n",
            "          [-0.8849, -0.9192, -0.9363,  ..., -0.6109, -0.6281, -0.6452],\n",
            "          [-0.9363, -0.9363, -0.9020,  ..., -0.6109, -0.6109, -0.6281]],\n",
            "\n",
            "         [[-0.7577, -0.8102, -0.7927,  ..., -1.1253, -1.4405, -1.5105],\n",
            "          [-0.8102, -0.8102, -0.7752,  ..., -1.5105, -1.4580, -1.3880],\n",
            "          [-0.7752, -0.7402, -0.8452,  ..., -1.4055, -1.3529, -1.3354],\n",
            "          ...,\n",
            "          [-1.4230, -1.4055, -1.4755,  ..., -1.3354, -1.3704, -1.3354],\n",
            "          [-1.4230, -1.4580, -1.5105,  ..., -1.2304, -1.2479, -1.2654],\n",
            "          [-1.4755, -1.5105, -1.4755,  ..., -1.2479, -1.2304, -1.2479]],\n",
            "\n",
            "         [[-1.2119, -1.2641, -1.2467,  ..., -1.3513, -1.5256, -1.5081],\n",
            "          [-1.2641, -1.2641, -1.2293,  ..., -1.6302, -1.5604, -1.4559],\n",
            "          [-1.2293, -1.1944, -1.2990,  ..., -1.4559, -1.4733, -1.5081],\n",
            "          ...,\n",
            "          [-1.4733, -1.4559, -1.5081,  ..., -1.5430, -1.5779, -1.5256],\n",
            "          [-1.5081, -1.5430, -1.5779,  ..., -1.4384, -1.4559, -1.4733],\n",
            "          [-1.5604, -1.5779, -1.5430,  ..., -1.4559, -1.4384, -1.4559]]],\n",
            "\n",
            "\n",
            "        ...,\n",
            "\n",
            "\n",
            "        [[[ 1.2728,  1.4954,  0.9132,  ..., -1.0219, -1.0390, -1.0219],\n",
            "          [ 1.2385,  1.5639,  0.5022,  ..., -1.0390, -1.0562, -1.0390],\n",
            "          [ 1.7352,  2.1290,  1.0331,  ..., -1.0562, -1.0733, -1.0562],\n",
            "          ...,\n",
            "          [ 0.6221,  0.9988,  1.0331,  ...,  0.7419,  1.0673,  1.2214],\n",
            "          [-0.1657,  0.5364,  0.9988,  ...,  1.0502,  1.2214,  1.2728],\n",
            "          [-0.1657,  1.0331,  0.7077,  ...,  1.0502,  1.0331,  1.3242]],\n",
            "\n",
            "         [[ 0.4678,  0.6078,  0.1352,  ..., -0.8277, -0.8452, -0.8277],\n",
            "          [ 0.5553,  0.8179, -0.1450,  ..., -0.8452, -0.8452, -0.8452],\n",
            "          [ 1.0805,  1.4482,  0.2052,  ..., -0.8627, -0.8803, -0.8452],\n",
            "          ...,\n",
            "          [ 0.3627,  0.5028,  0.5028,  ...,  0.3102,  0.5203,  0.7829],\n",
            "          [-0.3025,  0.1702,  0.5028,  ...,  0.4678,  0.6954,  0.7654],\n",
            "          [-0.2850,  0.5203,  0.2052,  ...,  0.4853,  0.5203,  0.8354]],\n",
            "\n",
            "         [[-0.7761, -0.7413, -0.8110,  ..., -0.5495, -0.5495, -0.5321],\n",
            "          [-0.6541, -0.5321, -0.7936,  ..., -0.5844, -0.5670, -0.5844],\n",
            "          [-0.3753,  0.1476, -0.5147,  ..., -0.5844, -0.6018, -0.6018],\n",
            "          ...,\n",
            "          [-0.8458, -0.7761, -0.6715,  ..., -0.4973, -0.3753, -0.3753],\n",
            "          [-1.0027, -0.9156, -0.7238,  ..., -0.4101, -0.2881, -0.2707],\n",
            "          [-1.0376, -0.8110, -0.7413,  ..., -0.4275, -0.4101, -0.2010]]],\n",
            "\n",
            "\n",
            "        [[[-0.8849, -0.8335, -0.6965,  ..., -0.7308, -0.6452, -0.6623],\n",
            "          [-1.1589, -1.0904, -1.0390,  ..., -0.9020, -0.8507, -0.8335],\n",
            "          [-1.3473, -1.3302, -1.3130,  ..., -0.9705, -0.9705, -0.9534],\n",
            "          ...,\n",
            "          [ 2.2318,  2.2318,  2.2318,  ...,  2.2147,  2.2147,  2.1804],\n",
            "          [ 2.0948,  2.1119,  2.1804,  ...,  2.1633,  2.1804,  2.1633],\n",
            "          [ 1.9064,  1.9578,  1.9920,  ...,  2.1119,  2.1119,  2.1290]],\n",
            "\n",
            "         [[ 0.7479,  0.8179,  0.9405,  ...,  0.9930,  1.0280,  0.9580],\n",
            "          [ 0.5378,  0.6254,  0.6954,  ...,  0.9230,  0.9405,  0.9055],\n",
            "          [ 0.4328,  0.4678,  0.5028,  ...,  0.9755,  0.9755,  0.9580],\n",
            "          ...,\n",
            "          [-1.0378, -1.0728, -1.1078,  ..., -1.0028, -0.9853, -1.0028],\n",
            "          [-0.9328, -0.9328, -0.9503,  ..., -0.8627, -0.8803, -0.9153],\n",
            "          [-0.4951, -0.4951, -0.5651,  ..., -0.5126, -0.5826, -0.6176]],\n",
            "\n",
            "         [[ 0.3916,  0.4091,  0.4788,  ...,  0.1476,  0.1999,  0.1302],\n",
            "          [ 0.1825,  0.2348,  0.2348,  ...,  0.0605,  0.0779,  0.0431],\n",
            "          [ 0.0953,  0.0953,  0.0605,  ...,  0.1128,  0.0953,  0.0605],\n",
            "          ...,\n",
            "          [-1.3513, -1.3687, -1.4036,  ..., -1.2990, -1.2816, -1.3164],\n",
            "          [-1.2816, -1.2990, -1.2990,  ..., -1.1770, -1.1944, -1.2467],\n",
            "          [-0.8458, -0.8633, -0.9156,  ..., -0.8633, -0.9330, -0.9853]]],\n",
            "\n",
            "\n",
            "        [[[-2.1179, -2.1179, -2.1179,  ..., -0.4568, -0.5596, -0.6452],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -0.4226, -0.4568, -0.4911],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -0.3712, -0.3369, -0.4054],\n",
            "          ...,\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -0.8849, -0.8849, -0.8849],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -0.9020, -0.9192, -0.9363],\n",
            "          [-2.1179, -2.1179, -2.1179,  ..., -0.9363, -0.9534, -0.9705]],\n",
            "\n",
            "         [[-2.0357, -2.0357, -2.0357,  ..., -0.6527, -0.7227, -0.8102],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -0.6176, -0.6352, -0.6702],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -0.5476, -0.5126, -0.6001],\n",
            "          ...,\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -1.0203, -1.0203, -1.0203],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -1.0378, -1.0553, -1.0728],\n",
            "          [-2.0357, -2.0357, -2.0357,  ..., -1.0553, -1.0903, -1.1078]],\n",
            "\n",
            "         [[-1.8044, -1.8044, -1.8044,  ..., -0.2184, -0.3055, -0.3927],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -0.2010, -0.2184, -0.2532],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -0.1487, -0.0964, -0.1661],\n",
            "          ...,\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -0.5670, -0.5321, -0.5321],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -0.5844, -0.5670, -0.5844],\n",
            "          [-1.8044, -1.8044, -1.8044,  ..., -0.6018, -0.6018, -0.6193]]]])\n",
            "Epoch [10/10], Train Loss: 0.1401, Val Loss:  0.1402, Train Accuracy: 94.65%, Val Accuracy:  94.61%\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import matplotlib.pyplot as plt\n",
        "# Plot training and validation loss\n",
        "plt.figure(figsize=(10,5))\n",
        "plt.plot(train_losses, label= 'Train Loss')\n",
        "plt.plot(val_losses, label='Validation Loss')\n",
        "plt.xlabel('Epochs')\n",
        "plt.ylabel('Loss')\n",
        "plt.title('Training and Validation Loss')\n",
        "plt.legend()\n",
        "plt.show()\n",
        "# Plot training and validation accuracy\n",
        "plt. figure(figsize=(10,\n",
        "5))\n",
        "plt.plot(train_accuracies, label='Train Accuracy')\n",
        "plt.plot(val_accuracies, label='Validation Accuracy')\n",
        "plt.xlabel('Epochs')\n",
        "plt.ylabel('Accuracy')\n",
        "plt.title('Training and Validation Accuracy')\n",
        "plt.legend()\n",
        "plt. show()"
      ],
      "metadata": {
        "id": "0KfJEQj7R2fV",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 713
        },
        "outputId": "b8046ec0-bbd0-4855-a6fc-6c70e2202d54"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x500 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x500 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "torch.save(model, 'ai_vs_nonai_model.pth')"
      ],
      "metadata": {
        "id": "7uou8BlLZqWB"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}