Predictor.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import torch\n",
    "import numpy as np\n",
    "from src import network\n",
    "from src.crowd_count import CrowdCounter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "torch.backends.cudnn.enabled = True\n",
    "torch.backends.cudnn.benchmark = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "img_path = \"/Users/iPrince/Downloads/Crowd Estimation using CCMTL/data/original/Shanghaitech/part_A_final/test_data/images/IMG_94\"\n",
    "model_path = '/Users/iPrince/Downloads/Crowd Estimation using CCMTL/saved_models/cmtl_shtechA_12.h5'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "model_name = os.path.basename(model_path).split('.')[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "           -1.9491e-02,  3.2939e-03],\n",
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      "            1.6766e-03, -2.3796e-03],\n",
      "          ...,\n",
      "          [-2.8074e-03, -5.9627e-03,  1.3589e-02,  ...,  1.2237e-02,\n",
      "           -1.1177e-02,  3.1113e-04],\n",
      "          [ 1.5351e-02, -1.5387e-02, -2.8722e-03,  ...,  6.8076e-03,\n",
      "           -1.1997e-02,  6.6326e-03],\n",
      "          [ 5.8742e-03,  1.0148e-02, -1.4811e-02,  ...,  5.4191e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            4.8704e-03,  2.7027e-03]]]])\n",
      "k CCN.base_layer.0.conv.bias\n",
      "v tensor([-0.0338, -0.0395,  0.0382,  0.0965,  0.0277, -0.0205, -0.0047, -0.0851,\n",
      "        -0.0062,  0.1023, -0.0614, -0.0397, -0.0973, -0.0453,  0.0614,  0.0360])\n",
      "param tensor([ 7.6644e-06, -2.6822e-04, -1.1877e-05, -8.6768e-05,  3.2482e-03,\n",
      "         7.3846e-05, -1.0303e-04, -2.7767e-05, -4.0980e-04, -1.2519e-04,\n",
      "         3.4469e-03,  3.2168e-03, -1.8549e-04, -4.7613e-04,  3.7476e-03,\n",
      "        -6.6072e-04])\n",
      "v.copy tensor([ 7.6644e-06, -2.6822e-04, -1.1877e-05, -8.6768e-05,  3.2482e-03,\n",
      "         7.3846e-05, -1.0303e-04, -2.7767e-05, -4.0980e-04, -1.2519e-04,\n",
      "         3.4469e-03,  3.2168e-03, -1.8549e-04, -4.7613e-04,  3.7476e-03,\n",
      "        -6.6072e-04])\n",
      "k CCN.base_layer.0.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2495])\n",
      "v.copy tensor([0.2495])\n",
      "k CCN.base_layer.1.conv.weight\n",
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      "          [ 0.0290, -0.0215,  0.0332,  ..., -0.0028,  0.0013, -0.0316]]],\n",
      "\n",
      "\n",
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      "\n",
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      "\n",
      "         [[ 0.0201, -0.0353, -0.0132,  ...,  0.0210,  0.0160,  0.0294],\n",
      "          [ 0.0159, -0.0314, -0.0136,  ...,  0.0086,  0.0046,  0.0020],\n",
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      "          ...,\n",
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      "          [-0.0217, -0.0160, -0.0336,  ..., -0.0247,  0.0123,  0.0094]],\n",
      "\n",
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      "          [-0.0074,  0.0104, -0.0055,  ...,  0.0113, -0.0014,  0.0119],\n",
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      "          ...,\n",
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      "          [ 0.0188,  0.0331,  0.0264,  ..., -0.0287,  0.0033,  0.0100]],\n",
      "\n",
      "         ...,\n",
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      "          [-0.0330, -0.0240,  0.0065,  ..., -0.0158,  0.0330,  0.0138],\n",
      "          [ 0.0111,  0.0217, -0.0090,  ..., -0.0344, -0.0142,  0.0203],\n",
      "          ...,\n",
      "          [ 0.0021,  0.0328,  0.0095,  ..., -0.0063, -0.0053,  0.0076],\n",
      "          [-0.0075, -0.0342,  0.0118,  ...,  0.0016, -0.0005,  0.0270],\n",
      "          [ 0.0003,  0.0178, -0.0231,  ..., -0.0053, -0.0134, -0.0103]],\n",
      "\n",
      "         [[ 0.0286,  0.0112, -0.0330,  ...,  0.0353,  0.0157,  0.0325],\n",
      "          [ 0.0050, -0.0009, -0.0298,  ..., -0.0280,  0.0086,  0.0250],\n",
      "          [-0.0095,  0.0098, -0.0003,  ..., -0.0167, -0.0199, -0.0144],\n",
      "          ...,\n",
      "          [-0.0154, -0.0318,  0.0162,  ..., -0.0020,  0.0240,  0.0163],\n",
      "          [ 0.0012,  0.0291, -0.0050,  ...,  0.0351,  0.0052, -0.0108],\n",
      "          [ 0.0225,  0.0323, -0.0329,  ..., -0.0338,  0.0120,  0.0270]],\n",
      "\n",
      "         [[-0.0283,  0.0260,  0.0240,  ...,  0.0272, -0.0332,  0.0249],\n",
      "          [ 0.0181, -0.0310,  0.0239,  ..., -0.0162,  0.0005, -0.0050],\n",
      "          [-0.0210, -0.0281, -0.0316,  ..., -0.0204, -0.0031, -0.0342],\n",
      "          ...,\n",
      "          [-0.0099, -0.0116, -0.0298,  ..., -0.0326,  0.0143, -0.0323],\n",
      "          [ 0.0096,  0.0062,  0.0033,  ...,  0.0330,  0.0018,  0.0216],\n",
      "          [-0.0317,  0.0238,  0.0036,  ..., -0.0240, -0.0300, -0.0132]]],\n",
      "\n",
      "\n",
      "        [[[-0.0071,  0.0253,  0.0031,  ..., -0.0169,  0.0223,  0.0072],\n",
      "          [-0.0353, -0.0165, -0.0167,  ..., -0.0065, -0.0176, -0.0045],\n",
      "          [-0.0274, -0.0127,  0.0316,  ..., -0.0253,  0.0223,  0.0185],\n",
      "          ...,\n",
      "          [ 0.0091,  0.0329, -0.0326,  ..., -0.0234, -0.0093,  0.0290],\n",
      "          [ 0.0158,  0.0162, -0.0070,  ..., -0.0030,  0.0335, -0.0104],\n",
      "          [-0.0068,  0.0034,  0.0167,  ..., -0.0051, -0.0203,  0.0334]],\n",
      "\n",
      "         [[ 0.0131, -0.0034,  0.0243,  ..., -0.0209, -0.0006, -0.0033],\n",
      "          [ 0.0306,  0.0226,  0.0267,  ..., -0.0283,  0.0300, -0.0017],\n",
      "          [-0.0299,  0.0034,  0.0095,  ..., -0.0317, -0.0105, -0.0098],\n",
      "          ...,\n",
      "          [ 0.0184,  0.0215,  0.0021,  ..., -0.0098,  0.0314,  0.0042],\n",
      "          [-0.0269,  0.0054,  0.0164,  ...,  0.0061, -0.0240, -0.0220],\n",
      "          [ 0.0350,  0.0274, -0.0069,  ..., -0.0104,  0.0306,  0.0347]],\n",
      "\n",
      "         [[-0.0131, -0.0319, -0.0056,  ...,  0.0093, -0.0074, -0.0266],\n",
      "          [-0.0084, -0.0089,  0.0259,  ...,  0.0058,  0.0021, -0.0073],\n",
      "          [ 0.0352, -0.0067, -0.0130,  ...,  0.0024,  0.0156,  0.0250],\n",
      "          ...,\n",
      "          [ 0.0136, -0.0072, -0.0133,  ..., -0.0176, -0.0033,  0.0222],\n",
      "          [-0.0110, -0.0053,  0.0282,  ...,  0.0082, -0.0298,  0.0040],\n",
      "          [ 0.0205, -0.0255, -0.0350,  ..., -0.0162, -0.0164, -0.0351]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-0.0285, -0.0285, -0.0056,  ..., -0.0233,  0.0263, -0.0178],\n",
      "          [-0.0097,  0.0086,  0.0199,  ..., -0.0293,  0.0188, -0.0185],\n",
      "          [ 0.0036,  0.0236, -0.0044,  ...,  0.0217,  0.0121, -0.0074],\n",
      "          ...,\n",
      "          [-0.0342, -0.0127,  0.0071,  ..., -0.0015, -0.0249, -0.0037],\n",
      "          [-0.0091, -0.0100,  0.0125,  ..., -0.0256, -0.0197,  0.0017],\n",
      "          [ 0.0129, -0.0319, -0.0058,  ...,  0.0225,  0.0071, -0.0295]],\n",
      "\n",
      "         [[-0.0284,  0.0301, -0.0128,  ...,  0.0150, -0.0084, -0.0321],\n",
      "          [ 0.0295,  0.0184,  0.0145,  ..., -0.0041, -0.0108,  0.0288],\n",
      "          [-0.0004, -0.0137,  0.0096,  ...,  0.0239,  0.0311, -0.0275],\n",
      "          ...,\n",
      "          [-0.0317, -0.0043,  0.0085,  ...,  0.0331, -0.0035,  0.0217],\n",
      "          [ 0.0176,  0.0013,  0.0051,  ..., -0.0269, -0.0192,  0.0008],\n",
      "          [ 0.0046,  0.0313, -0.0150,  ...,  0.0211,  0.0326,  0.0130]],\n",
      "\n",
      "         [[ 0.0166,  0.0130, -0.0283,  ...,  0.0221, -0.0042,  0.0034],\n",
      "          [-0.0237, -0.0073, -0.0169,  ...,  0.0219,  0.0171, -0.0331],\n",
      "          [-0.0161, -0.0334, -0.0140,  ...,  0.0238,  0.0229, -0.0072],\n",
      "          ...,\n",
      "          [-0.0226,  0.0073, -0.0285,  ...,  0.0052,  0.0040, -0.0120],\n",
      "          [ 0.0197, -0.0068, -0.0350,  ..., -0.0291, -0.0262,  0.0033],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [-0.0110,  0.0196,  0.0004,  ..., -0.0153, -0.0154,  0.0264]]]])\n",
      "param tensor([[[[ 9.3814e-03, -7.9982e-03, -1.5500e-02,  ...,  8.4027e-03,\n",
      "            1.5770e-02, -3.5794e-04],\n",
      "          [-1.3804e-03, -2.2646e-03, -9.0428e-03,  ..., -2.1137e-03,\n",
      "           -2.0004e-03, -1.0611e-02],\n",
      "          [-8.4568e-04, -8.9639e-03, -1.8752e-02,  ..., -9.7113e-03,\n",
      "            1.8456e-03, -1.3009e-02],\n",
      "          ...,\n",
      "          [-2.9880e-03,  5.1057e-03,  1.1913e-02,  ..., -9.6516e-03,\n",
      "            1.4128e-02, -5.8197e-03],\n",
      "          [-3.4117e-03, -2.1414e-02, -2.1387e-02,  ..., -3.4707e-03,\n",
      "           -1.1298e-02,  1.5640e-02],\n",
      "          [-1.9983e-02, -1.0128e-02, -7.2896e-03,  ...,  2.0995e-03,\n",
      "            7.5563e-03, -9.8461e-04]],\n",
      "\n",
      "         [[-3.7347e-03, -7.9834e-03,  1.3697e-02,  ...,  6.5959e-03,\n",
      "            1.9209e-03,  4.0001e-03],\n",
      "          [ 9.3357e-03,  2.1653e-03,  5.7146e-03,  ...,  1.0299e-02,\n",
      "           -1.0488e-02,  5.3596e-03],\n",
      "          [ 6.7929e-04, -2.4211e-02, -4.5664e-03,  ...,  2.9771e-03,\n",
      "            1.9614e-03,  1.2207e-02],\n",
      "          ...,\n",
      "          [-4.0081e-03,  1.2148e-02,  1.1163e-02,  ...,  1.9199e-02,\n",
      "            2.0544e-02, -2.4578e-03],\n",
      "          [-6.5751e-03, -1.9879e-03, -1.9935e-02,  ...,  9.0967e-04,\n",
      "            5.9576e-03, -4.9591e-03],\n",
      "          [-1.1063e-02,  9.0441e-03,  1.3961e-02,  ..., -9.7698e-04,\n",
      "           -1.4116e-02, -4.9911e-03]],\n",
      "\n",
      "         [[-6.2282e-03, -1.5748e-02, -9.0684e-04,  ...,  2.0103e-02,\n",
      "            1.5498e-02, -7.0339e-03],\n",
      "          [ 2.7876e-02,  6.5628e-03, -1.0179e-03,  ..., -2.3713e-02,\n",
      "           -6.3749e-03, -6.7096e-03],\n",
      "          [ 5.2580e-03,  2.4422e-03,  8.8354e-03,  ...,  4.2897e-03,\n",
      "            5.4020e-03, -2.4608e-03],\n",
      "          ...,\n",
      "          [ 9.7067e-03,  9.2841e-03, -2.3779e-03,  ...,  1.9318e-02,\n",
      "           -3.2507e-02,  9.2538e-03],\n",
      "          [-3.3375e-03,  1.0990e-02,  9.1682e-03,  ..., -2.2479e-02,\n",
      "            1.0403e-02,  3.4681e-03],\n",
      "          [ 1.0587e-02,  1.2558e-02, -1.0618e-02,  ..., -1.6283e-03,\n",
      "            6.8374e-03,  1.6516e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.4510e-02, -1.1446e-02, -2.4291e-03,  ...,  1.5171e-02,\n",
      "            8.7649e-03, -1.1272e-02],\n",
      "          [-9.2354e-03, -4.1460e-03, -1.1656e-02,  ...,  6.2975e-03,\n",
      "           -1.5335e-02, -1.4740e-03],\n",
      "          [ 1.1594e-02,  4.5824e-03, -1.0336e-02,  ...,  7.0084e-03,\n",
      "           -5.9480e-03, -2.4515e-03],\n",
      "          ...,\n",
      "          [ 1.5789e-02, -6.2518e-03, -1.2632e-02,  ..., -2.5089e-02,\n",
      "            1.1620e-02, -8.6042e-03],\n",
      "          [-1.4265e-03, -3.0002e-03, -1.3644e-02,  ...,  2.4287e-02,\n",
      "            1.7998e-03, -8.9060e-03],\n",
      "          [ 2.4848e-03, -9.1519e-03,  1.1905e-02,  ...,  8.9256e-03,\n",
      "            9.2719e-03, -7.8307e-03]],\n",
      "\n",
      "         [[-5.6022e-03,  9.5572e-04, -2.4030e-03,  ...,  1.0246e-02,\n",
      "           -1.1915e-02, -2.3001e-03],\n",
      "          [-2.8624e-03,  6.9734e-03, -3.3435e-03,  ...,  2.1537e-02,\n",
      "           -6.1510e-03, -1.0988e-02],\n",
      "          [-1.3178e-02,  7.8370e-03, -2.6109e-03,  ..., -4.9938e-03,\n",
      "           -5.8266e-03, -3.6568e-03],\n",
      "          ...,\n",
      "          [ 1.8436e-02,  1.2868e-02, -2.8696e-03,  ..., -1.5170e-02,\n",
      "            1.1472e-02, -1.3333e-02],\n",
      "          [ 1.5677e-03, -1.8370e-03,  1.3479e-03,  ..., -4.2441e-03,\n",
      "           -8.2356e-03, -2.9032e-03],\n",
      "          [-1.4411e-02,  5.0489e-03, -8.3513e-03,  ..., -1.4713e-02,\n",
      "           -9.7509e-03,  1.4897e-03]],\n",
      "\n",
      "         [[ 1.9887e-04, -1.2437e-02,  7.9766e-03,  ..., -3.6288e-03,\n",
      "            1.3106e-02, -8.1700e-03],\n",
      "          [ 2.8248e-03, -6.2114e-03,  5.5269e-04,  ...,  3.0252e-04,\n",
      "            5.8801e-03,  2.1934e-04],\n",
      "          [ 1.8474e-02, -1.8436e-02, -1.9934e-02,  ...,  8.0893e-03,\n",
      "            4.3430e-03,  9.8703e-03],\n",
      "          ...,\n",
      "          [ 1.0243e-02, -1.3157e-02, -9.8322e-03,  ..., -8.8669e-03,\n",
      "           -1.8415e-03, -7.5878e-03],\n",
      "          [ 3.4246e-04,  2.9141e-03,  7.4706e-03,  ..., -1.6197e-02,\n",
      "           -3.9764e-03,  3.2923e-03],\n",
      "          [ 3.9552e-04,  5.0367e-03, -8.1117e-04,  ...,  3.2938e-04,\n",
      "           -1.2286e-02,  1.0817e-02]]],\n",
      "\n",
      "\n",
      "        [[[-8.9457e-03, -7.0876e-03, -7.9702e-03,  ..., -3.7167e-03,\n",
      "            2.0357e-02,  2.2057e-03],\n",
      "          [-5.6009e-04, -1.6773e-03, -6.4187e-03,  ...,  9.8780e-03,\n",
      "           -1.3014e-02, -1.1337e-03],\n",
      "          [ 1.4250e-02,  2.2772e-03,  9.7837e-03,  ...,  5.4207e-03,\n",
      "           -6.3665e-03,  1.5144e-02],\n",
      "          ...,\n",
      "          [ 1.8934e-02,  2.3683e-02,  8.6122e-04,  ..., -1.2778e-02,\n",
      "            1.5456e-02,  6.5516e-04],\n",
      "          [ 5.7760e-03, -2.6738e-03,  5.6670e-03,  ...,  5.6552e-03,\n",
      "           -2.2216e-03, -1.5418e-02],\n",
      "          [ 7.4041e-03, -1.0437e-02, -6.9313e-03,  ...,  1.8601e-03,\n",
      "            3.6036e-03,  1.0918e-02]],\n",
      "\n",
      "         [[ 5.3005e-03,  1.4877e-02, -8.4945e-03,  ..., -1.4851e-03,\n",
      "           -6.4234e-03, -1.0798e-02],\n",
      "          [-1.5333e-02, -4.1435e-03, -1.0627e-03,  ...,  4.6081e-03,\n",
      "            3.0929e-03,  9.0594e-04],\n",
      "          [ 1.0840e-03,  2.1509e-03,  9.3771e-04,  ..., -6.0994e-03,\n",
      "            2.7188e-02, -8.1341e-03],\n",
      "          ...,\n",
      "          [ 1.2601e-02, -2.1391e-02,  4.2735e-03,  ...,  5.3481e-03,\n",
      "           -1.1179e-02, -1.4750e-02],\n",
      "          [ 1.9137e-03,  1.5559e-03, -7.3012e-03,  ..., -1.8014e-03,\n",
      "           -8.0035e-03, -8.4937e-03],\n",
      "          [ 1.7692e-03, -1.4488e-02, -5.4145e-03,  ...,  1.0992e-02,\n",
      "           -2.3125e-03,  6.0400e-05]],\n",
      "\n",
      "         [[ 5.2000e-03, -1.1890e-02,  8.6966e-03,  ...,  1.2266e-02,\n",
      "           -1.9408e-02,  1.0404e-03],\n",
      "          [-1.7223e-02,  3.5688e-03,  1.1635e-02,  ..., -2.1670e-03,\n",
      "           -1.2968e-03, -3.2702e-03],\n",
      "          [ 1.0108e-02, -4.4040e-03, -1.2780e-02,  ..., -2.0885e-04,\n",
      "           -6.5413e-03, -8.2794e-03],\n",
      "          ...,\n",
      "          [-7.2298e-03, -1.1412e-02, -6.4851e-03,  ...,  1.3654e-02,\n",
      "            6.6721e-03, -1.3613e-02],\n",
      "          [-9.2922e-03, -1.2612e-02,  6.9398e-03,  ..., -1.4344e-02,\n",
      "            7.6702e-03, -1.5036e-02],\n",
      "          [ 6.8812e-03, -1.2318e-02, -2.7357e-03,  ...,  4.5728e-03,\n",
      "            3.9836e-03,  1.5821e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.6789e-02, -7.9153e-04,  2.8770e-03,  ...,  1.3576e-02,\n",
      "            6.2066e-03,  6.5060e-04],\n",
      "          [ 1.3576e-02,  7.1979e-03, -5.3915e-03,  ..., -5.4764e-03,\n",
      "            8.3162e-03,  1.8011e-02],\n",
      "          [ 2.2438e-03,  4.4568e-03, -1.1680e-02,  ..., -1.0030e-02,\n",
      "            8.5775e-03,  2.8097e-03],\n",
      "          ...,\n",
      "          [ 9.5228e-03, -4.5023e-03,  5.8720e-03,  ..., -6.5265e-03,\n",
      "           -4.9752e-05,  5.8908e-03],\n",
      "          [-2.6056e-03, -8.5590e-03, -1.6182e-03,  ..., -5.3182e-03,\n",
      "           -3.9293e-03,  1.3266e-03],\n",
      "          [ 1.2497e-02, -9.7077e-04, -1.6230e-02,  ...,  1.6296e-02,\n",
      "           -2.0760e-02, -2.4962e-04]],\n",
      "\n",
      "         [[-3.7005e-05,  2.5980e-02,  8.2768e-03,  ...,  5.0817e-04,\n",
      "            1.2491e-02, -5.3723e-03],\n",
      "          [-8.3658e-03, -4.0839e-03, -2.8351e-03,  ..., -7.3817e-03,\n",
      "            1.2711e-02,  1.0396e-02],\n",
      "          [-4.8724e-03,  4.8554e-03, -3.0058e-03,  ..., -6.3618e-03,\n",
      "            9.0213e-03,  1.6878e-02],\n",
      "          ...,\n",
      "          [ 1.1194e-02, -1.8087e-03,  1.7988e-03,  ...,  2.8122e-03,\n",
      "           -2.2278e-03,  1.3315e-02],\n",
      "          [ 4.4626e-03,  6.9573e-03, -6.7051e-03,  ..., -9.7740e-04,\n",
      "           -7.4630e-03,  9.4814e-03],\n",
      "          [ 2.8128e-03,  1.0817e-02, -1.0961e-02,  ..., -2.0061e-03,\n",
      "           -6.4196e-03,  3.0322e-03]],\n",
      "\n",
      "         [[-1.0643e-02,  2.8255e-03,  2.8231e-03,  ..., -6.3182e-03,\n",
      "            1.9310e-03, -1.0413e-02],\n",
      "          [-1.1872e-02, -9.0079e-03,  3.2510e-03,  ..., -4.4160e-03,\n",
      "            1.3911e-02, -1.1431e-02],\n",
      "          [-6.1825e-03,  4.5186e-03,  1.4876e-02,  ..., -3.3910e-03,\n",
      "           -7.2186e-03, -1.2469e-02],\n",
      "          ...,\n",
      "          [ 1.7520e-03, -1.0401e-02, -3.0538e-03,  ...,  1.5397e-03,\n",
      "           -5.6009e-03,  2.3003e-03],\n",
      "          [-3.2855e-03, -1.9601e-02, -5.4592e-03,  ..., -1.4031e-02,\n",
      "            2.3448e-03, -1.5169e-02],\n",
      "          [-1.7650e-02, -1.5731e-02, -1.3107e-03,  ..., -6.9066e-03,\n",
      "           -2.2586e-02, -2.0772e-03]]],\n",
      "\n",
      "\n",
      "        [[[-4.9118e-03,  6.0558e-03,  9.2451e-03,  ...,  7.4238e-03,\n",
      "           -1.0860e-02, -8.4060e-03],\n",
      "          [ 1.6491e-02, -4.5859e-04,  5.1938e-03,  ...,  1.5085e-03,\n",
      "            3.0998e-03,  4.6251e-03],\n",
      "          [-9.1677e-03, -9.0529e-03,  3.0968e-03,  ...,  1.1792e-02,\n",
      "            3.9690e-03, -1.2634e-03],\n",
      "          ...,\n",
      "          [-2.7252e-03, -4.9343e-03, -2.0856e-02,  ...,  3.4552e-03,\n",
      "           -1.7483e-03, -1.8614e-02],\n",
      "          [-1.1142e-02, -1.3709e-02, -1.6201e-03,  ..., -4.8971e-03,\n",
      "           -3.7910e-03, -9.2484e-03],\n",
      "          [-1.2279e-03,  3.2471e-03,  1.0734e-02,  ...,  4.7405e-03,\n",
      "           -3.7530e-03, -7.8006e-03]],\n",
      "\n",
      "         [[-3.8677e-03, -1.0600e-03, -3.0123e-03,  ...,  9.7791e-03,\n",
      "            7.7632e-03, -1.3107e-02],\n",
      "          [-1.4516e-02, -6.2050e-03, -4.4006e-03,  ...,  2.2113e-02,\n",
      "           -8.8681e-03, -9.2628e-03],\n",
      "          [-1.0923e-02, -9.0682e-03,  1.0011e-02,  ...,  9.2278e-03,\n",
      "            1.5778e-02, -1.5068e-02],\n",
      "          ...,\n",
      "          [-1.1948e-02,  6.3657e-03,  3.2512e-03,  ..., -1.7593e-02,\n",
      "           -6.0446e-03,  7.9153e-03],\n",
      "          [-1.2133e-02,  7.1099e-03,  1.2757e-02,  ..., -8.8720e-03,\n",
      "           -1.5020e-03, -3.9504e-03],\n",
      "          [ 7.1333e-03, -5.8792e-03,  7.3105e-03,  ..., -5.6765e-03,\n",
      "           -2.4299e-03,  4.7376e-03]],\n",
      "\n",
      "         [[-1.4497e-02, -4.8819e-03, -5.0498e-03,  ..., -6.6933e-03,\n",
      "           -5.1793e-03, -1.5431e-03],\n",
      "          [-2.4123e-03, -2.1989e-03,  1.1396e-02,  ...,  3.3219e-04,\n",
      "           -5.6318e-03,  1.0640e-02],\n",
      "          [-1.1415e-02,  6.1544e-03,  5.5625e-04,  ..., -5.7771e-03,\n",
      "           -1.1001e-02, -1.2224e-02],\n",
      "          ...,\n",
      "          [-8.9054e-03, -1.1565e-02, -7.8652e-03,  ...,  9.7556e-03,\n",
      "           -8.8112e-03,  2.2486e-03],\n",
      "          [ 1.3536e-03, -1.1349e-02,  2.4801e-03,  ..., -6.9021e-03,\n",
      "            1.6427e-03,  1.6797e-02],\n",
      "          [ 2.2074e-02,  7.6184e-03, -2.8513e-03,  ...,  1.3724e-02,\n",
      "           -8.6411e-03, -1.3091e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.1147e-03, -2.5116e-04,  6.2124e-03,  ...,  1.9225e-02,\n",
      "           -6.3200e-03, -4.7090e-03],\n",
      "          [-9.5707e-04,  6.6143e-04, -4.8156e-03,  ...,  5.0269e-03,\n",
      "            1.8901e-02, -7.9276e-03],\n",
      "          [ 8.8111e-03, -1.5582e-02,  1.0204e-02,  ..., -1.6053e-02,\n",
      "            1.9190e-02, -1.3965e-03],\n",
      "          ...,\n",
      "          [-3.4731e-03,  1.9339e-02,  6.5743e-03,  ...,  1.5608e-02,\n",
      "            8.6502e-03,  6.2241e-03],\n",
      "          [-5.8154e-03,  1.4385e-02,  8.2169e-03,  ...,  7.9073e-03,\n",
      "            4.6622e-03,  2.3986e-02],\n",
      "          [-4.6557e-03, -1.0550e-02,  5.8262e-03,  ..., -5.1429e-05,\n",
      "            2.1140e-02, -9.1947e-03]],\n",
      "\n",
      "         [[-4.3769e-03, -9.3038e-03, -9.0591e-03,  ...,  1.4567e-02,\n",
      "           -1.4077e-02, -9.3076e-03],\n",
      "          [ 4.0995e-04, -1.0557e-02,  9.0896e-03,  ...,  1.0856e-02,\n",
      "            6.0632e-04, -8.5035e-03],\n",
      "          [ 8.1901e-03, -2.1323e-02,  1.3389e-02,  ..., -2.0313e-03,\n",
      "            5.2808e-03, -6.5578e-03],\n",
      "          ...,\n",
      "          [-9.5512e-04,  3.9257e-03, -2.6712e-04,  ...,  1.2365e-02,\n",
      "            3.4467e-03, -5.4212e-03],\n",
      "          [ 4.4643e-03,  9.1888e-03, -1.2464e-02,  ...,  2.5514e-03,\n",
      "           -1.6950e-02, -7.5192e-03],\n",
      "          [ 1.7774e-02,  2.9650e-03, -1.2521e-02,  ..., -1.2574e-02,\n",
      "            5.6376e-03, -4.2978e-03]],\n",
      "\n",
      "         [[ 8.9439e-03, -3.3228e-03,  1.7208e-03,  ...,  1.5289e-02,\n",
      "           -1.6009e-02, -1.9214e-02],\n",
      "          [ 9.6144e-03,  6.6303e-03, -7.5306e-03,  ...,  1.7100e-03,\n",
      "            7.2580e-03, -2.1171e-03],\n",
      "          [ 6.8973e-03,  4.5113e-03,  6.4726e-03,  ..., -4.2839e-03,\n",
      "           -8.8975e-03,  1.5020e-02],\n",
      "          ...,\n",
      "          [-2.8257e-03,  1.5205e-02,  1.0004e-02,  ..., -6.9755e-03,\n",
      "            1.9372e-03, -3.3964e-03],\n",
      "          [-8.6591e-05, -1.5055e-02,  1.1671e-04,  ...,  9.3904e-03,\n",
      "            2.9224e-03,  9.9649e-03],\n",
      "          [ 5.5114e-03, -2.1249e-03, -9.1619e-04,  ..., -2.1999e-02,\n",
      "           -4.6897e-03, -6.5709e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 1.1569e-02,  5.8397e-03,  1.0239e-02,  ..., -2.8553e-03,\n",
      "            9.1222e-04,  2.5483e-03],\n",
      "          [ 9.7239e-03,  4.3020e-03,  7.8653e-04,  ..., -7.3471e-03,\n",
      "           -8.4669e-03,  1.1455e-02],\n",
      "          [ 9.1599e-03, -5.7894e-03, -6.7220e-03,  ..., -8.1526e-04,\n",
      "            8.2474e-03, -1.3729e-02],\n",
      "          ...,\n",
      "          [ 4.1322e-03, -2.4300e-03, -4.9147e-03,  ...,  7.5712e-04,\n",
      "           -2.8079e-03, -1.4416e-02],\n",
      "          [ 1.3348e-02,  2.1162e-02, -9.6581e-03,  ...,  8.9432e-03,\n",
      "            1.3375e-02,  9.7853e-03],\n",
      "          [ 7.8145e-03,  3.3604e-03, -4.9546e-03,  ...,  1.3759e-02,\n",
      "           -7.9155e-03,  4.6871e-03]],\n",
      "\n",
      "         [[-3.5388e-03, -3.4857e-03, -6.8361e-03,  ..., -7.6119e-03,\n",
      "            1.1411e-03, -4.2097e-03],\n",
      "          [-1.2862e-03, -2.8652e-03,  6.5579e-03,  ...,  2.3945e-03,\n",
      "           -6.3206e-03, -1.6121e-03],\n",
      "          [ 2.7516e-02, -8.2214e-04, -7.1437e-03,  ...,  3.6948e-03,\n",
      "           -1.0691e-02, -1.7297e-02],\n",
      "          ...,\n",
      "          [-5.4762e-03,  7.2717e-04,  1.9473e-02,  ..., -1.6530e-02,\n",
      "            6.4712e-03,  2.2224e-03],\n",
      "          [-5.8134e-03,  1.6148e-03, -1.2622e-02,  ...,  2.2639e-04,\n",
      "            1.8398e-03,  7.8785e-03],\n",
      "          [-1.1125e-02,  4.8292e-04,  1.0105e-02,  ...,  1.0455e-03,\n",
      "            1.0208e-03, -1.7965e-02]],\n",
      "\n",
      "         [[-9.9616e-03,  1.2458e-03,  3.0055e-03,  ..., -4.8754e-03,\n",
      "           -1.7451e-02,  4.4439e-03],\n",
      "          [-5.6781e-05, -1.8999e-02, -5.5645e-03,  ..., -8.9713e-03,\n",
      "            6.3793e-03, -1.4014e-02],\n",
      "          [ 9.1823e-03,  5.0932e-05, -5.2336e-03,  ...,  1.1797e-02,\n",
      "            1.1704e-02,  5.2282e-03],\n",
      "          ...,\n",
      "          [-3.4581e-03,  1.5401e-02, -1.3531e-02,  ...,  3.3389e-03,\n",
      "           -2.0233e-02,  9.1549e-03],\n",
      "          [ 2.9698e-03, -3.4517e-03, -1.0386e-02,  ...,  8.7035e-03,\n",
      "           -3.7313e-03,  2.8058e-02],\n",
      "          [-8.7163e-03, -1.0022e-02, -7.1464e-03,  ..., -3.6284e-03,\n",
      "            1.3886e-02,  2.3201e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.5975e-02,  3.0098e-03, -6.6432e-03,  ...,  4.1942e-03,\n",
      "           -1.1355e-03, -1.1700e-03],\n",
      "          [ 1.7461e-03,  8.0939e-03,  1.0463e-02,  ...,  8.2736e-03,\n",
      "            1.2984e-02, -1.0733e-03],\n",
      "          [ 1.2198e-02, -8.4961e-03,  4.4827e-03,  ...,  8.6804e-03,\n",
      "           -5.8685e-03,  1.3713e-02],\n",
      "          ...,\n",
      "          [-4.7903e-03,  2.5704e-03, -1.8635e-03,  ...,  9.9507e-03,\n",
      "           -9.1561e-03, -9.2292e-03],\n",
      "          [-1.1943e-02, -1.1970e-02,  3.7169e-02,  ..., -1.2947e-03,\n",
      "           -4.1462e-03,  5.8348e-03],\n",
      "          [ 1.0231e-02,  6.2040e-03, -4.2546e-03,  ...,  3.3716e-03,\n",
      "           -5.8143e-03,  1.0891e-02]],\n",
      "\n",
      "         [[-6.0983e-03, -2.3444e-03,  1.8063e-02,  ..., -9.8355e-03,\n",
      "            9.9561e-03,  1.6339e-02],\n",
      "          [ 5.8173e-03,  5.4401e-03, -5.5218e-03,  ...,  1.0516e-02,\n",
      "           -9.0007e-03,  4.7456e-03],\n",
      "          [ 6.8880e-03, -1.9258e-02,  2.9798e-03,  ..., -8.5188e-03,\n",
      "           -2.5611e-03,  7.3638e-03],\n",
      "          ...,\n",
      "          [-1.0275e-03, -2.9768e-04, -5.8765e-03,  ...,  2.6132e-02,\n",
      "           -8.1311e-03,  1.8245e-03],\n",
      "          [ 1.6268e-03,  1.2429e-03, -9.7174e-03,  ...,  3.0983e-03,\n",
      "           -2.3351e-02, -4.6124e-03],\n",
      "          [ 5.4757e-03, -1.8535e-03, -1.8741e-02,  ..., -5.0424e-03,\n",
      "            1.2851e-02,  5.1045e-03]],\n",
      "\n",
      "         [[ 1.0109e-02,  1.0444e-02,  7.7630e-03,  ...,  6.8872e-03,\n",
      "           -1.6123e-02, -8.3358e-03],\n",
      "          [ 1.3120e-02, -5.5413e-03, -1.6578e-02,  ...,  1.7452e-02,\n",
      "            3.6219e-03,  3.9906e-03],\n",
      "          [ 6.2632e-03, -1.6227e-02,  3.2298e-03,  ...,  1.4501e-02,\n",
      "           -5.3301e-03, -1.2162e-02],\n",
      "          ...,\n",
      "          [ 3.4965e-03,  4.4323e-03,  1.5606e-02,  ...,  8.6733e-05,\n",
      "           -1.6831e-02,  1.1536e-02],\n",
      "          [-1.3518e-02, -7.7482e-03, -6.3599e-04,  ...,  8.2430e-03,\n",
      "           -8.5512e-04,  7.8903e-03],\n",
      "          [-3.9821e-03,  6.5109e-03, -6.9382e-03,  ..., -1.7101e-03,\n",
      "            1.6502e-03, -2.0168e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.6323e-02,  1.0103e-02,  3.5063e-03,  ..., -6.8026e-04,\n",
      "           -2.6853e-02, -2.0478e-03],\n",
      "          [ 8.0443e-03,  1.3347e-02, -3.1994e-03,  ..., -1.4678e-03,\n",
      "           -1.0636e-02, -1.3330e-02],\n",
      "          [-1.1730e-02, -5.4701e-03,  6.9970e-03,  ..., -2.6426e-03,\n",
      "           -3.2751e-03,  1.0625e-02],\n",
      "          ...,\n",
      "          [-4.7257e-03,  1.5155e-03, -1.4211e-03,  ...,  6.4287e-03,\n",
      "           -1.1293e-02,  3.0546e-03],\n",
      "          [-9.4803e-03, -9.2641e-03, -7.2496e-04,  ...,  1.8115e-02,\n",
      "           -1.0319e-02, -1.3133e-02],\n",
      "          [-1.0570e-02,  4.0934e-03,  3.2789e-03,  ...,  1.3283e-02,\n",
      "            1.8456e-03, -2.3504e-03]],\n",
      "\n",
      "         [[-1.6466e-02,  2.9173e-02,  7.5357e-03,  ..., -1.4653e-02,\n",
      "           -2.5393e-02,  8.6803e-03],\n",
      "          [-7.1691e-04,  1.2168e-02,  5.5282e-04,  ..., -1.6659e-02,\n",
      "            2.6164e-03,  2.0608e-03],\n",
      "          [-1.1114e-02, -3.8888e-03,  1.2248e-02,  ..., -1.3322e-03,\n",
      "            3.8492e-03,  5.6008e-03],\n",
      "          ...,\n",
      "          [ 1.5541e-03,  6.8233e-03, -9.3534e-04,  ...,  2.7916e-03,\n",
      "           -1.2984e-02,  6.9589e-03],\n",
      "          [ 1.3194e-02, -4.1104e-03, -1.5247e-03,  ..., -3.5320e-03,\n",
      "           -1.4214e-02, -9.6003e-03],\n",
      "          [-4.3068e-03,  1.5568e-03, -1.2135e-02,  ...,  9.1110e-03,\n",
      "           -1.1538e-02, -1.2458e-02]],\n",
      "\n",
      "         [[ 6.0946e-03, -1.7971e-02,  1.3706e-02,  ..., -1.3853e-03,\n",
      "            1.0399e-03, -6.1216e-03],\n",
      "          [-1.1124e-02, -1.9677e-03, -1.5222e-02,  ..., -1.7786e-02,\n",
      "           -4.8997e-03,  7.1340e-03],\n",
      "          [-2.1637e-03, -6.4884e-03,  1.4131e-02,  ..., -7.5023e-03,\n",
      "           -5.9635e-03,  1.9926e-03],\n",
      "          ...,\n",
      "          [ 5.8800e-03, -1.0111e-03,  4.6991e-03,  ...,  1.5805e-03,\n",
      "            7.5875e-03,  1.9013e-02],\n",
      "          [ 3.1246e-03, -1.2691e-03,  2.8376e-03,  ..., -5.0965e-03,\n",
      "            2.5201e-03, -6.6899e-03],\n",
      "          [-1.1444e-02,  5.3210e-05,  1.0282e-02,  ..., -1.7723e-02,\n",
      "            1.7568e-02,  1.4607e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.3278e-02,  6.3832e-03, -5.3498e-03,  ..., -7.3703e-03,\n",
      "           -1.6488e-02,  4.4487e-03],\n",
      "          [-8.2000e-03,  9.1925e-03,  1.1493e-02,  ...,  8.8268e-03,\n",
      "            7.1776e-03, -1.8237e-02],\n",
      "          [ 3.3904e-04, -1.4556e-03,  3.8769e-03,  ..., -9.8443e-03,\n",
      "            2.1230e-02,  9.7294e-04],\n",
      "          ...,\n",
      "          [-9.2324e-03,  3.0575e-04, -4.5929e-03,  ...,  8.3521e-03,\n",
      "            2.0487e-03, -2.9595e-03],\n",
      "          [ 5.4964e-03,  7.7164e-03, -6.4029e-05,  ..., -2.2807e-02,\n",
      "           -8.4622e-04,  2.3989e-02],\n",
      "          [ 1.2383e-02,  1.0272e-02,  2.1120e-02,  ..., -9.3926e-03,\n",
      "            1.5840e-03, -1.1051e-02]],\n",
      "\n",
      "         [[ 2.2596e-02, -7.0954e-03, -7.3574e-03,  ..., -6.6968e-03,\n",
      "           -4.6003e-03,  1.1853e-02],\n",
      "          [-8.7702e-03, -2.6113e-03,  1.2727e-02,  ..., -8.1824e-03,\n",
      "           -5.1312e-03,  3.0640e-03],\n",
      "          [ 1.7690e-03,  8.8667e-03, -1.3386e-02,  ..., -5.8567e-03,\n",
      "            7.1401e-04, -1.8531e-03],\n",
      "          ...,\n",
      "          [-1.7872e-02,  1.2123e-02, -9.2992e-03,  ..., -1.8919e-03,\n",
      "            1.6545e-02, -7.8972e-03],\n",
      "          [-1.3478e-03, -1.9915e-03,  1.1232e-02,  ..., -9.0241e-03,\n",
      "            1.3266e-03,  1.9958e-02],\n",
      "          [ 7.2726e-03, -2.0159e-02,  5.5456e-03,  ..., -2.1360e-03,\n",
      "            2.6177e-03,  7.8164e-04]],\n",
      "\n",
      "         [[-8.9200e-03, -1.3751e-02, -3.1141e-03,  ...,  8.3679e-03,\n",
      "           -9.8239e-03,  6.3984e-03],\n",
      "          [ 7.2131e-03,  2.6911e-03, -2.0741e-02,  ..., -1.2027e-03,\n",
      "           -3.5578e-03,  2.5458e-02],\n",
      "          [ 4.1455e-03,  4.2403e-03,  1.2469e-02,  ..., -1.6144e-02,\n",
      "           -1.1446e-02, -5.0516e-03],\n",
      "          ...,\n",
      "          [-2.4518e-03,  1.3272e-02, -1.1336e-02,  ...,  3.2405e-03,\n",
      "           -6.9332e-03,  8.1631e-03],\n",
      "          [-1.0646e-02,  1.7688e-03,  8.1355e-03,  ..., -5.0237e-03,\n",
      "            1.4601e-02, -1.2198e-02],\n",
      "          [ 7.1743e-04,  4.3247e-03,  1.0562e-02,  ..., -9.2931e-03,\n",
      "           -2.8802e-03, -1.4220e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.9424e-02,  1.2046e-02,  1.4208e-02,  ..., -1.4665e-02,\n",
      "            1.3046e-02, -5.0670e-03],\n",
      "          [-3.6105e-03,  8.4409e-03,  1.1870e-03,  ..., -2.0440e-02,\n",
      "            6.7353e-03, -3.0669e-03],\n",
      "          [-2.8251e-03, -7.7975e-03, -7.9501e-04,  ...,  2.6987e-03,\n",
      "            6.0981e-04, -7.1512e-03],\n",
      "          ...,\n",
      "          [ 1.9841e-02, -2.0481e-04,  5.7805e-03,  ..., -5.9688e-03,\n",
      "           -2.3918e-03, -7.6220e-03],\n",
      "          [ 2.7352e-03, -5.3262e-03, -2.7571e-05,  ..., -6.0650e-03,\n",
      "            1.2467e-02,  1.0657e-03],\n",
      "          [ 1.6709e-02,  1.2557e-02, -2.5400e-03,  ...,  9.4612e-03,\n",
      "            3.4867e-03, -1.0727e-02]],\n",
      "\n",
      "         [[ 5.5555e-03, -9.8268e-03,  1.0668e-02,  ..., -1.6968e-02,\n",
      "           -1.7665e-03,  1.2017e-03],\n",
      "          [-6.1077e-04,  1.7144e-02, -1.0926e-02,  ...,  9.6256e-03,\n",
      "           -2.3324e-03,  1.0084e-02],\n",
      "          [ 2.8022e-03, -1.4007e-02, -2.8822e-03,  ...,  2.1250e-02,\n",
      "           -5.3984e-03,  4.9157e-03],\n",
      "          ...,\n",
      "          [ 4.4299e-03,  1.3897e-02, -7.7843e-03,  ...,  1.2264e-03,\n",
      "           -5.3370e-03, -1.7550e-02],\n",
      "          [-1.8535e-02,  2.9034e-03, -5.8865e-03,  ...,  9.5201e-03,\n",
      "           -1.2385e-02,  4.4791e-03],\n",
      "          [-7.1579e-04, -2.2051e-03, -1.0634e-02,  ...,  6.0474e-04,\n",
      "           -2.4262e-02,  7.3754e-03]],\n",
      "\n",
      "         [[-6.9728e-03, -9.2968e-03,  2.7487e-03,  ..., -1.0281e-02,\n",
      "           -4.4374e-03,  4.9278e-03],\n",
      "          [-6.2507e-03,  1.2815e-02, -7.1065e-03,  ...,  8.8240e-03,\n",
      "            9.4318e-03, -9.8180e-03],\n",
      "          [-2.1845e-02,  4.3846e-04,  5.3815e-03,  ...,  1.4278e-02,\n",
      "            8.2900e-03, -6.8974e-03],\n",
      "          ...,\n",
      "          [ 5.9254e-03, -1.7154e-03,  1.0125e-02,  ...,  5.9797e-03,\n",
      "           -6.8300e-03,  2.5237e-03],\n",
      "          [ 3.0993e-03, -3.9923e-03, -7.8182e-04,  ..., -7.6490e-03,\n",
      "           -2.9144e-03,  4.9621e-03],\n",
      "          [-7.5312e-03, -1.6849e-04,  7.1254e-04,  ..., -1.2043e-02,\n",
      "            9.3015e-03, -1.2318e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.1901e-02, -3.0005e-03,  2.2691e-03,  ...,  6.3036e-03,\n",
      "           -8.1994e-04,  1.4214e-02],\n",
      "          [-5.8162e-03, -6.2280e-05,  1.2702e-02,  ...,  1.1587e-03,\n",
      "            1.0445e-02, -7.0423e-03],\n",
      "          [-7.3499e-03,  6.7560e-03,  2.8693e-03,  ...,  6.4097e-03,\n",
      "            1.8567e-03,  1.2701e-03],\n",
      "          ...,\n",
      "          [ 4.7010e-03, -1.1023e-02,  3.1698e-04,  ...,  2.2333e-02,\n",
      "            4.5431e-03,  1.4525e-02],\n",
      "          [ 7.3757e-03,  8.3268e-03,  1.1752e-02,  ...,  4.5045e-03,\n",
      "           -2.5241e-04, -1.0904e-02],\n",
      "          [-6.4730e-03,  2.2996e-02,  2.6448e-03,  ...,  9.6266e-03,\n",
      "           -3.4510e-03, -5.6554e-03]],\n",
      "\n",
      "         [[ 4.0260e-03,  5.9620e-03,  2.5815e-03,  ..., -3.5125e-03,\n",
      "           -5.9396e-03,  1.9990e-03],\n",
      "          [ 6.9799e-03, -7.2783e-03,  1.9917e-02,  ...,  6.3371e-03,\n",
      "            2.0419e-02, -2.8966e-02],\n",
      "          [-1.2460e-02,  2.7721e-03,  1.6508e-02,  ..., -4.1175e-03,\n",
      "            7.0734e-03,  6.3820e-03],\n",
      "          ...,\n",
      "          [ 5.7820e-03, -4.7084e-03, -7.5218e-03,  ..., -2.1136e-03,\n",
      "            8.5266e-03, -5.9253e-03],\n",
      "          [ 1.4877e-02,  5.8072e-03,  2.9065e-03,  ...,  1.0216e-03,\n",
      "           -9.5012e-03, -1.2370e-02],\n",
      "          [ 9.7147e-03,  3.1740e-03, -1.3160e-03,  ..., -1.3916e-02,\n",
      "            7.5861e-03,  1.2211e-02]],\n",
      "\n",
      "         [[ 1.2549e-02,  1.8376e-03, -1.2145e-03,  ...,  3.6307e-03,\n",
      "            9.8284e-04,  1.7501e-02],\n",
      "          [ 1.6015e-02,  1.1701e-02, -2.8253e-02,  ...,  3.8828e-03,\n",
      "            1.4456e-02,  7.4746e-03],\n",
      "          [-5.3998e-03,  4.8738e-04, -1.4001e-02,  ..., -3.4762e-03,\n",
      "            2.0714e-02,  1.5455e-02],\n",
      "          ...,\n",
      "          [-7.5677e-03, -6.7151e-03,  9.4051e-03,  ..., -1.2502e-02,\n",
      "            2.2991e-03,  4.7450e-03],\n",
      "          [ 5.3503e-03,  6.1601e-03, -1.0040e-02,  ..., -4.9346e-03,\n",
      "            1.5883e-04,  2.9314e-03],\n",
      "          [-7.3417e-03,  5.9782e-03,  9.6289e-03,  ..., -2.2113e-04,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           -6.6623e-03, -4.3417e-03]]]])\n",
      "v.copy tensor([[[[ 9.3814e-03, -7.9982e-03, -1.5500e-02,  ...,  8.4027e-03,\n",
      "            1.5770e-02, -3.5794e-04],\n",
      "          [-1.3804e-03, -2.2646e-03, -9.0428e-03,  ..., -2.1137e-03,\n",
      "           -2.0004e-03, -1.0611e-02],\n",
      "          [-8.4568e-04, -8.9639e-03, -1.8752e-02,  ..., -9.7113e-03,\n",
      "            1.8456e-03, -1.3009e-02],\n",
      "          ...,\n",
      "          [-2.9880e-03,  5.1057e-03,  1.1913e-02,  ..., -9.6516e-03,\n",
      "            1.4128e-02, -5.8197e-03],\n",
      "          [-3.4117e-03, -2.1414e-02, -2.1387e-02,  ..., -3.4707e-03,\n",
      "           -1.1298e-02,  1.5640e-02],\n",
      "          [-1.9983e-02, -1.0128e-02, -7.2896e-03,  ...,  2.0995e-03,\n",
      "            7.5563e-03, -9.8461e-04]],\n",
      "\n",
      "         [[-3.7347e-03, -7.9834e-03,  1.3697e-02,  ...,  6.5959e-03,\n",
      "            1.9209e-03,  4.0001e-03],\n",
      "          [ 9.3357e-03,  2.1653e-03,  5.7146e-03,  ...,  1.0299e-02,\n",
      "           -1.0488e-02,  5.3596e-03],\n",
      "          [ 6.7929e-04, -2.4211e-02, -4.5664e-03,  ...,  2.9771e-03,\n",
      "            1.9614e-03,  1.2207e-02],\n",
      "          ...,\n",
      "          [-4.0081e-03,  1.2148e-02,  1.1163e-02,  ...,  1.9199e-02,\n",
      "            2.0544e-02, -2.4578e-03],\n",
      "          [-6.5751e-03, -1.9879e-03, -1.9935e-02,  ...,  9.0967e-04,\n",
      "            5.9576e-03, -4.9591e-03],\n",
      "          [-1.1063e-02,  9.0441e-03,  1.3961e-02,  ..., -9.7698e-04,\n",
      "           -1.4116e-02, -4.9911e-03]],\n",
      "\n",
      "         [[-6.2282e-03, -1.5748e-02, -9.0684e-04,  ...,  2.0103e-02,\n",
      "            1.5498e-02, -7.0339e-03],\n",
      "          [ 2.7876e-02,  6.5628e-03, -1.0179e-03,  ..., -2.3713e-02,\n",
      "           -6.3749e-03, -6.7096e-03],\n",
      "          [ 5.2580e-03,  2.4422e-03,  8.8354e-03,  ...,  4.2897e-03,\n",
      "            5.4020e-03, -2.4608e-03],\n",
      "          ...,\n",
      "          [ 9.7067e-03,  9.2841e-03, -2.3779e-03,  ...,  1.9318e-02,\n",
      "           -3.2507e-02,  9.2538e-03],\n",
      "          [-3.3375e-03,  1.0990e-02,  9.1682e-03,  ..., -2.2479e-02,\n",
      "            1.0403e-02,  3.4681e-03],\n",
      "          [ 1.0587e-02,  1.2558e-02, -1.0618e-02,  ..., -1.6283e-03,\n",
      "            6.8374e-03,  1.6516e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.4510e-02, -1.1446e-02, -2.4291e-03,  ...,  1.5171e-02,\n",
      "            8.7649e-03, -1.1272e-02],\n",
      "          [-9.2354e-03, -4.1460e-03, -1.1656e-02,  ...,  6.2975e-03,\n",
      "           -1.5335e-02, -1.4740e-03],\n",
      "          [ 1.1594e-02,  4.5824e-03, -1.0336e-02,  ...,  7.0084e-03,\n",
      "           -5.9480e-03, -2.4515e-03],\n",
      "          ...,\n",
      "          [ 1.5789e-02, -6.2518e-03, -1.2632e-02,  ..., -2.5089e-02,\n",
      "            1.1620e-02, -8.6042e-03],\n",
      "          [-1.4265e-03, -3.0002e-03, -1.3644e-02,  ...,  2.4287e-02,\n",
      "            1.7998e-03, -8.9060e-03],\n",
      "          [ 2.4848e-03, -9.1519e-03,  1.1905e-02,  ...,  8.9256e-03,\n",
      "            9.2719e-03, -7.8307e-03]],\n",
      "\n",
      "         [[-5.6022e-03,  9.5572e-04, -2.4030e-03,  ...,  1.0246e-02,\n",
      "           -1.1915e-02, -2.3001e-03],\n",
      "          [-2.8624e-03,  6.9734e-03, -3.3435e-03,  ...,  2.1537e-02,\n",
      "           -6.1510e-03, -1.0988e-02],\n",
      "          [-1.3178e-02,  7.8370e-03, -2.6109e-03,  ..., -4.9938e-03,\n",
      "           -5.8266e-03, -3.6568e-03],\n",
      "          ...,\n",
      "          [ 1.8436e-02,  1.2868e-02, -2.8696e-03,  ..., -1.5170e-02,\n",
      "            1.1472e-02, -1.3333e-02],\n",
      "          [ 1.5677e-03, -1.8370e-03,  1.3479e-03,  ..., -4.2441e-03,\n",
      "           -8.2356e-03, -2.9032e-03],\n",
      "          [-1.4411e-02,  5.0489e-03, -8.3513e-03,  ..., -1.4713e-02,\n",
      "           -9.7509e-03,  1.4897e-03]],\n",
      "\n",
      "         [[ 1.9887e-04, -1.2437e-02,  7.9766e-03,  ..., -3.6288e-03,\n",
      "            1.3106e-02, -8.1700e-03],\n",
      "          [ 2.8248e-03, -6.2114e-03,  5.5269e-04,  ...,  3.0252e-04,\n",
      "            5.8801e-03,  2.1934e-04],\n",
      "          [ 1.8474e-02, -1.8436e-02, -1.9934e-02,  ...,  8.0893e-03,\n",
      "            4.3430e-03,  9.8703e-03],\n",
      "          ...,\n",
      "          [ 1.0243e-02, -1.3157e-02, -9.8322e-03,  ..., -8.8669e-03,\n",
      "           -1.8415e-03, -7.5878e-03],\n",
      "          [ 3.4246e-04,  2.9141e-03,  7.4706e-03,  ..., -1.6197e-02,\n",
      "           -3.9764e-03,  3.2923e-03],\n",
      "          [ 3.9552e-04,  5.0367e-03, -8.1117e-04,  ...,  3.2938e-04,\n",
      "           -1.2286e-02,  1.0817e-02]]],\n",
      "\n",
      "\n",
      "        [[[-8.9457e-03, -7.0876e-03, -7.9702e-03,  ..., -3.7167e-03,\n",
      "            2.0357e-02,  2.2057e-03],\n",
      "          [-5.6009e-04, -1.6773e-03, -6.4187e-03,  ...,  9.8780e-03,\n",
      "           -1.3014e-02, -1.1337e-03],\n",
      "          [ 1.4250e-02,  2.2772e-03,  9.7837e-03,  ...,  5.4207e-03,\n",
      "           -6.3665e-03,  1.5144e-02],\n",
      "          ...,\n",
      "          [ 1.8934e-02,  2.3683e-02,  8.6122e-04,  ..., -1.2778e-02,\n",
      "            1.5456e-02,  6.5516e-04],\n",
      "          [ 5.7760e-03, -2.6738e-03,  5.6670e-03,  ...,  5.6552e-03,\n",
      "           -2.2216e-03, -1.5418e-02],\n",
      "          [ 7.4041e-03, -1.0437e-02, -6.9313e-03,  ...,  1.8601e-03,\n",
      "            3.6036e-03,  1.0918e-02]],\n",
      "\n",
      "         [[ 5.3005e-03,  1.4877e-02, -8.4945e-03,  ..., -1.4851e-03,\n",
      "           -6.4234e-03, -1.0798e-02],\n",
      "          [-1.5333e-02, -4.1435e-03, -1.0627e-03,  ...,  4.6081e-03,\n",
      "            3.0929e-03,  9.0594e-04],\n",
      "          [ 1.0840e-03,  2.1509e-03,  9.3771e-04,  ..., -6.0994e-03,\n",
      "            2.7188e-02, -8.1341e-03],\n",
      "          ...,\n",
      "          [ 1.2601e-02, -2.1391e-02,  4.2735e-03,  ...,  5.3481e-03,\n",
      "           -1.1179e-02, -1.4750e-02],\n",
      "          [ 1.9137e-03,  1.5559e-03, -7.3012e-03,  ..., -1.8014e-03,\n",
      "           -8.0035e-03, -8.4937e-03],\n",
      "          [ 1.7692e-03, -1.4488e-02, -5.4145e-03,  ...,  1.0992e-02,\n",
      "           -2.3125e-03,  6.0400e-05]],\n",
      "\n",
      "         [[ 5.2000e-03, -1.1890e-02,  8.6966e-03,  ...,  1.2266e-02,\n",
      "           -1.9408e-02,  1.0404e-03],\n",
      "          [-1.7223e-02,  3.5688e-03,  1.1635e-02,  ..., -2.1670e-03,\n",
      "           -1.2968e-03, -3.2702e-03],\n",
      "          [ 1.0108e-02, -4.4040e-03, -1.2780e-02,  ..., -2.0885e-04,\n",
      "           -6.5413e-03, -8.2794e-03],\n",
      "          ...,\n",
      "          [-7.2298e-03, -1.1412e-02, -6.4851e-03,  ...,  1.3654e-02,\n",
      "            6.6721e-03, -1.3613e-02],\n",
      "          [-9.2922e-03, -1.2612e-02,  6.9398e-03,  ..., -1.4344e-02,\n",
      "            7.6702e-03, -1.5036e-02],\n",
      "          [ 6.8812e-03, -1.2318e-02, -2.7357e-03,  ...,  4.5728e-03,\n",
      "            3.9836e-03,  1.5821e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.6789e-02, -7.9153e-04,  2.8770e-03,  ...,  1.3576e-02,\n",
      "            6.2066e-03,  6.5060e-04],\n",
      "          [ 1.3576e-02,  7.1979e-03, -5.3915e-03,  ..., -5.4764e-03,\n",
      "            8.3162e-03,  1.8011e-02],\n",
      "          [ 2.2438e-03,  4.4568e-03, -1.1680e-02,  ..., -1.0030e-02,\n",
      "            8.5775e-03,  2.8097e-03],\n",
      "          ...,\n",
      "          [ 9.5228e-03, -4.5023e-03,  5.8720e-03,  ..., -6.5265e-03,\n",
      "           -4.9752e-05,  5.8908e-03],\n",
      "          [-2.6056e-03, -8.5590e-03, -1.6182e-03,  ..., -5.3182e-03,\n",
      "           -3.9293e-03,  1.3266e-03],\n",
      "          [ 1.2497e-02, -9.7077e-04, -1.6230e-02,  ...,  1.6296e-02,\n",
      "           -2.0760e-02, -2.4962e-04]],\n",
      "\n",
      "         [[-3.7005e-05,  2.5980e-02,  8.2768e-03,  ...,  5.0817e-04,\n",
      "            1.2491e-02, -5.3723e-03],\n",
      "          [-8.3658e-03, -4.0839e-03, -2.8351e-03,  ..., -7.3817e-03,\n",
      "            1.2711e-02,  1.0396e-02],\n",
      "          [-4.8724e-03,  4.8554e-03, -3.0058e-03,  ..., -6.3618e-03,\n",
      "            9.0213e-03,  1.6878e-02],\n",
      "          ...,\n",
      "          [ 1.1194e-02, -1.8087e-03,  1.7988e-03,  ...,  2.8122e-03,\n",
      "           -2.2278e-03,  1.3315e-02],\n",
      "          [ 4.4626e-03,  6.9573e-03, -6.7051e-03,  ..., -9.7740e-04,\n",
      "           -7.4630e-03,  9.4814e-03],\n",
      "          [ 2.8128e-03,  1.0817e-02, -1.0961e-02,  ..., -2.0061e-03,\n",
      "           -6.4196e-03,  3.0322e-03]],\n",
      "\n",
      "         [[-1.0643e-02,  2.8255e-03,  2.8231e-03,  ..., -6.3182e-03,\n",
      "            1.9310e-03, -1.0413e-02],\n",
      "          [-1.1872e-02, -9.0079e-03,  3.2510e-03,  ..., -4.4160e-03,\n",
      "            1.3911e-02, -1.1431e-02],\n",
      "          [-6.1825e-03,  4.5186e-03,  1.4876e-02,  ..., -3.3910e-03,\n",
      "           -7.2186e-03, -1.2469e-02],\n",
      "          ...,\n",
      "          [ 1.7520e-03, -1.0401e-02, -3.0538e-03,  ...,  1.5397e-03,\n",
      "           -5.6009e-03,  2.3003e-03],\n",
      "          [-3.2855e-03, -1.9601e-02, -5.4592e-03,  ..., -1.4031e-02,\n",
      "            2.3448e-03, -1.5169e-02],\n",
      "          [-1.7650e-02, -1.5731e-02, -1.3107e-03,  ..., -6.9066e-03,\n",
      "           -2.2586e-02, -2.0772e-03]]],\n",
      "\n",
      "\n",
      "        [[[-4.9118e-03,  6.0558e-03,  9.2451e-03,  ...,  7.4238e-03,\n",
      "           -1.0860e-02, -8.4060e-03],\n",
      "          [ 1.6491e-02, -4.5859e-04,  5.1938e-03,  ...,  1.5085e-03,\n",
      "            3.0998e-03,  4.6251e-03],\n",
      "          [-9.1677e-03, -9.0529e-03,  3.0968e-03,  ...,  1.1792e-02,\n",
      "            3.9690e-03, -1.2634e-03],\n",
      "          ...,\n",
      "          [-2.7252e-03, -4.9343e-03, -2.0856e-02,  ...,  3.4552e-03,\n",
      "           -1.7483e-03, -1.8614e-02],\n",
      "          [-1.1142e-02, -1.3709e-02, -1.6201e-03,  ..., -4.8971e-03,\n",
      "           -3.7910e-03, -9.2484e-03],\n",
      "          [-1.2279e-03,  3.2471e-03,  1.0734e-02,  ...,  4.7405e-03,\n",
      "           -3.7530e-03, -7.8006e-03]],\n",
      "\n",
      "         [[-3.8677e-03, -1.0600e-03, -3.0123e-03,  ...,  9.7791e-03,\n",
      "            7.7632e-03, -1.3107e-02],\n",
      "          [-1.4516e-02, -6.2050e-03, -4.4006e-03,  ...,  2.2113e-02,\n",
      "           -8.8681e-03, -9.2628e-03],\n",
      "          [-1.0923e-02, -9.0682e-03,  1.0011e-02,  ...,  9.2278e-03,\n",
      "            1.5778e-02, -1.5068e-02],\n",
      "          ...,\n",
      "          [-1.1948e-02,  6.3657e-03,  3.2512e-03,  ..., -1.7593e-02,\n",
      "           -6.0446e-03,  7.9153e-03],\n",
      "          [-1.2133e-02,  7.1099e-03,  1.2757e-02,  ..., -8.8720e-03,\n",
      "           -1.5020e-03, -3.9504e-03],\n",
      "          [ 7.1333e-03, -5.8792e-03,  7.3105e-03,  ..., -5.6765e-03,\n",
      "           -2.4299e-03,  4.7376e-03]],\n",
      "\n",
      "         [[-1.4497e-02, -4.8819e-03, -5.0498e-03,  ..., -6.6933e-03,\n",
      "           -5.1793e-03, -1.5431e-03],\n",
      "          [-2.4123e-03, -2.1989e-03,  1.1396e-02,  ...,  3.3219e-04,\n",
      "           -5.6318e-03,  1.0640e-02],\n",
      "          [-1.1415e-02,  6.1544e-03,  5.5625e-04,  ..., -5.7771e-03,\n",
      "           -1.1001e-02, -1.2224e-02],\n",
      "          ...,\n",
      "          [-8.9054e-03, -1.1565e-02, -7.8652e-03,  ...,  9.7556e-03,\n",
      "           -8.8112e-03,  2.2486e-03],\n",
      "          [ 1.3536e-03, -1.1349e-02,  2.4801e-03,  ..., -6.9021e-03,\n",
      "            1.6427e-03,  1.6797e-02],\n",
      "          [ 2.2074e-02,  7.6184e-03, -2.8513e-03,  ...,  1.3724e-02,\n",
      "           -8.6411e-03, -1.3091e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.1147e-03, -2.5116e-04,  6.2124e-03,  ...,  1.9225e-02,\n",
      "           -6.3200e-03, -4.7090e-03],\n",
      "          [-9.5707e-04,  6.6143e-04, -4.8156e-03,  ...,  5.0269e-03,\n",
      "            1.8901e-02, -7.9276e-03],\n",
      "          [ 8.8111e-03, -1.5582e-02,  1.0204e-02,  ..., -1.6053e-02,\n",
      "            1.9190e-02, -1.3965e-03],\n",
      "          ...,\n",
      "          [-3.4731e-03,  1.9339e-02,  6.5743e-03,  ...,  1.5608e-02,\n",
      "            8.6502e-03,  6.2241e-03],\n",
      "          [-5.8154e-03,  1.4385e-02,  8.2169e-03,  ...,  7.9073e-03,\n",
      "            4.6622e-03,  2.3986e-02],\n",
      "          [-4.6557e-03, -1.0550e-02,  5.8262e-03,  ..., -5.1429e-05,\n",
      "            2.1140e-02, -9.1947e-03]],\n",
      "\n",
      "         [[-4.3769e-03, -9.3038e-03, -9.0591e-03,  ...,  1.4567e-02,\n",
      "           -1.4077e-02, -9.3076e-03],\n",
      "          [ 4.0995e-04, -1.0557e-02,  9.0896e-03,  ...,  1.0856e-02,\n",
      "            6.0632e-04, -8.5035e-03],\n",
      "          [ 8.1901e-03, -2.1323e-02,  1.3389e-02,  ..., -2.0313e-03,\n",
      "            5.2808e-03, -6.5578e-03],\n",
      "          ...,\n",
      "          [-9.5512e-04,  3.9257e-03, -2.6712e-04,  ...,  1.2365e-02,\n",
      "            3.4467e-03, -5.4212e-03],\n",
      "          [ 4.4643e-03,  9.1888e-03, -1.2464e-02,  ...,  2.5514e-03,\n",
      "           -1.6950e-02, -7.5192e-03],\n",
      "          [ 1.7774e-02,  2.9650e-03, -1.2521e-02,  ..., -1.2574e-02,\n",
      "            5.6376e-03, -4.2978e-03]],\n",
      "\n",
      "         [[ 8.9439e-03, -3.3228e-03,  1.7208e-03,  ...,  1.5289e-02,\n",
      "           -1.6009e-02, -1.9214e-02],\n",
      "          [ 9.6144e-03,  6.6303e-03, -7.5306e-03,  ...,  1.7100e-03,\n",
      "            7.2580e-03, -2.1171e-03],\n",
      "          [ 6.8973e-03,  4.5113e-03,  6.4726e-03,  ..., -4.2839e-03,\n",
      "           -8.8975e-03,  1.5020e-02],\n",
      "          ...,\n",
      "          [-2.8257e-03,  1.5205e-02,  1.0004e-02,  ..., -6.9755e-03,\n",
      "            1.9372e-03, -3.3964e-03],\n",
      "          [-8.6591e-05, -1.5055e-02,  1.1671e-04,  ...,  9.3904e-03,\n",
      "            2.9224e-03,  9.9649e-03],\n",
      "          [ 5.5114e-03, -2.1249e-03, -9.1619e-04,  ..., -2.1999e-02,\n",
      "           -4.6897e-03, -6.5709e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 1.1569e-02,  5.8397e-03,  1.0239e-02,  ..., -2.8553e-03,\n",
      "            9.1222e-04,  2.5483e-03],\n",
      "          [ 9.7239e-03,  4.3020e-03,  7.8653e-04,  ..., -7.3471e-03,\n",
      "           -8.4669e-03,  1.1455e-02],\n",
      "          [ 9.1599e-03, -5.7894e-03, -6.7220e-03,  ..., -8.1526e-04,\n",
      "            8.2474e-03, -1.3729e-02],\n",
      "          ...,\n",
      "          [ 4.1322e-03, -2.4300e-03, -4.9147e-03,  ...,  7.5712e-04,\n",
      "           -2.8079e-03, -1.4416e-02],\n",
      "          [ 1.3348e-02,  2.1162e-02, -9.6581e-03,  ...,  8.9432e-03,\n",
      "            1.3375e-02,  9.7853e-03],\n",
      "          [ 7.8145e-03,  3.3604e-03, -4.9546e-03,  ...,  1.3759e-02,\n",
      "           -7.9155e-03,  4.6871e-03]],\n",
      "\n",
      "         [[-3.5388e-03, -3.4857e-03, -6.8361e-03,  ..., -7.6119e-03,\n",
      "            1.1411e-03, -4.2097e-03],\n",
      "          [-1.2862e-03, -2.8652e-03,  6.5579e-03,  ...,  2.3945e-03,\n",
      "           -6.3206e-03, -1.6121e-03],\n",
      "          [ 2.7516e-02, -8.2214e-04, -7.1437e-03,  ...,  3.6948e-03,\n",
      "           -1.0691e-02, -1.7297e-02],\n",
      "          ...,\n",
      "          [-5.4762e-03,  7.2717e-04,  1.9473e-02,  ..., -1.6530e-02,\n",
      "            6.4712e-03,  2.2224e-03],\n",
      "          [-5.8134e-03,  1.6148e-03, -1.2622e-02,  ...,  2.2639e-04,\n",
      "            1.8398e-03,  7.8785e-03],\n",
      "          [-1.1125e-02,  4.8292e-04,  1.0105e-02,  ...,  1.0455e-03,\n",
      "            1.0208e-03, -1.7965e-02]],\n",
      "\n",
      "         [[-9.9616e-03,  1.2458e-03,  3.0055e-03,  ..., -4.8754e-03,\n",
      "           -1.7451e-02,  4.4439e-03],\n",
      "          [-5.6781e-05, -1.8999e-02, -5.5645e-03,  ..., -8.9713e-03,\n",
      "            6.3793e-03, -1.4014e-02],\n",
      "          [ 9.1823e-03,  5.0932e-05, -5.2336e-03,  ...,  1.1797e-02,\n",
      "            1.1704e-02,  5.2282e-03],\n",
      "          ...,\n",
      "          [-3.4581e-03,  1.5401e-02, -1.3531e-02,  ...,  3.3389e-03,\n",
      "           -2.0233e-02,  9.1549e-03],\n",
      "          [ 2.9698e-03, -3.4517e-03, -1.0386e-02,  ...,  8.7035e-03,\n",
      "           -3.7313e-03,  2.8058e-02],\n",
      "          [-8.7163e-03, -1.0022e-02, -7.1464e-03,  ..., -3.6284e-03,\n",
      "            1.3886e-02,  2.3201e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.5975e-02,  3.0098e-03, -6.6432e-03,  ...,  4.1942e-03,\n",
      "           -1.1355e-03, -1.1700e-03],\n",
      "          [ 1.7461e-03,  8.0939e-03,  1.0463e-02,  ...,  8.2736e-03,\n",
      "            1.2984e-02, -1.0733e-03],\n",
      "          [ 1.2198e-02, -8.4961e-03,  4.4827e-03,  ...,  8.6804e-03,\n",
      "           -5.8685e-03,  1.3713e-02],\n",
      "          ...,\n",
      "          [-4.7903e-03,  2.5704e-03, -1.8635e-03,  ...,  9.9507e-03,\n",
      "           -9.1561e-03, -9.2292e-03],\n",
      "          [-1.1943e-02, -1.1970e-02,  3.7169e-02,  ..., -1.2947e-03,\n",
      "           -4.1462e-03,  5.8348e-03],\n",
      "          [ 1.0231e-02,  6.2040e-03, -4.2546e-03,  ...,  3.3716e-03,\n",
      "           -5.8143e-03,  1.0891e-02]],\n",
      "\n",
      "         [[-6.0983e-03, -2.3444e-03,  1.8063e-02,  ..., -9.8355e-03,\n",
      "            9.9561e-03,  1.6339e-02],\n",
      "          [ 5.8173e-03,  5.4401e-03, -5.5218e-03,  ...,  1.0516e-02,\n",
      "           -9.0007e-03,  4.7456e-03],\n",
      "          [ 6.8880e-03, -1.9258e-02,  2.9798e-03,  ..., -8.5188e-03,\n",
      "           -2.5611e-03,  7.3638e-03],\n",
      "          ...,\n",
      "          [-1.0275e-03, -2.9768e-04, -5.8765e-03,  ...,  2.6132e-02,\n",
      "           -8.1311e-03,  1.8245e-03],\n",
      "          [ 1.6268e-03,  1.2429e-03, -9.7174e-03,  ...,  3.0983e-03,\n",
      "           -2.3351e-02, -4.6124e-03],\n",
      "          [ 5.4757e-03, -1.8535e-03, -1.8741e-02,  ..., -5.0424e-03,\n",
      "            1.2851e-02,  5.1045e-03]],\n",
      "\n",
      "         [[ 1.0109e-02,  1.0444e-02,  7.7630e-03,  ...,  6.8872e-03,\n",
      "           -1.6123e-02, -8.3358e-03],\n",
      "          [ 1.3120e-02, -5.5413e-03, -1.6578e-02,  ...,  1.7452e-02,\n",
      "            3.6219e-03,  3.9906e-03],\n",
      "          [ 6.2632e-03, -1.6227e-02,  3.2298e-03,  ...,  1.4501e-02,\n",
      "           -5.3301e-03, -1.2162e-02],\n",
      "          ...,\n",
      "          [ 3.4965e-03,  4.4323e-03,  1.5606e-02,  ...,  8.6733e-05,\n",
      "           -1.6831e-02,  1.1536e-02],\n",
      "          [-1.3518e-02, -7.7482e-03, -6.3599e-04,  ...,  8.2430e-03,\n",
      "           -8.5512e-04,  7.8903e-03],\n",
      "          [-3.9821e-03,  6.5109e-03, -6.9382e-03,  ..., -1.7101e-03,\n",
      "            1.6502e-03, -2.0168e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.6323e-02,  1.0103e-02,  3.5063e-03,  ..., -6.8026e-04,\n",
      "           -2.6853e-02, -2.0478e-03],\n",
      "          [ 8.0443e-03,  1.3347e-02, -3.1994e-03,  ..., -1.4678e-03,\n",
      "           -1.0636e-02, -1.3330e-02],\n",
      "          [-1.1730e-02, -5.4701e-03,  6.9970e-03,  ..., -2.6426e-03,\n",
      "           -3.2751e-03,  1.0625e-02],\n",
      "          ...,\n",
      "          [-4.7257e-03,  1.5155e-03, -1.4211e-03,  ...,  6.4287e-03,\n",
      "           -1.1293e-02,  3.0546e-03],\n",
      "          [-9.4803e-03, -9.2641e-03, -7.2496e-04,  ...,  1.8115e-02,\n",
      "           -1.0319e-02, -1.3133e-02],\n",
      "          [-1.0570e-02,  4.0934e-03,  3.2789e-03,  ...,  1.3283e-02,\n",
      "            1.8456e-03, -2.3504e-03]],\n",
      "\n",
      "         [[-1.6466e-02,  2.9173e-02,  7.5357e-03,  ..., -1.4653e-02,\n",
      "           -2.5393e-02,  8.6803e-03],\n",
      "          [-7.1691e-04,  1.2168e-02,  5.5282e-04,  ..., -1.6659e-02,\n",
      "            2.6164e-03,  2.0608e-03],\n",
      "          [-1.1114e-02, -3.8888e-03,  1.2248e-02,  ..., -1.3322e-03,\n",
      "            3.8492e-03,  5.6008e-03],\n",
      "          ...,\n",
      "          [ 1.5541e-03,  6.8233e-03, -9.3534e-04,  ...,  2.7916e-03,\n",
      "           -1.2984e-02,  6.9589e-03],\n",
      "          [ 1.3194e-02, -4.1104e-03, -1.5247e-03,  ..., -3.5320e-03,\n",
      "           -1.4214e-02, -9.6003e-03],\n",
      "          [-4.3068e-03,  1.5568e-03, -1.2135e-02,  ...,  9.1110e-03,\n",
      "           -1.1538e-02, -1.2458e-02]],\n",
      "\n",
      "         [[ 6.0946e-03, -1.7971e-02,  1.3706e-02,  ..., -1.3853e-03,\n",
      "            1.0399e-03, -6.1216e-03],\n",
      "          [-1.1124e-02, -1.9677e-03, -1.5222e-02,  ..., -1.7786e-02,\n",
      "           -4.8997e-03,  7.1340e-03],\n",
      "          [-2.1637e-03, -6.4884e-03,  1.4131e-02,  ..., -7.5023e-03,\n",
      "           -5.9635e-03,  1.9926e-03],\n",
      "          ...,\n",
      "          [ 5.8800e-03, -1.0111e-03,  4.6991e-03,  ...,  1.5805e-03,\n",
      "            7.5875e-03,  1.9013e-02],\n",
      "          [ 3.1246e-03, -1.2691e-03,  2.8376e-03,  ..., -5.0965e-03,\n",
      "            2.5201e-03, -6.6899e-03],\n",
      "          [-1.1444e-02,  5.3210e-05,  1.0282e-02,  ..., -1.7723e-02,\n",
      "            1.7568e-02,  1.4607e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.3278e-02,  6.3832e-03, -5.3498e-03,  ..., -7.3703e-03,\n",
      "           -1.6488e-02,  4.4487e-03],\n",
      "          [-8.2000e-03,  9.1925e-03,  1.1493e-02,  ...,  8.8268e-03,\n",
      "            7.1776e-03, -1.8237e-02],\n",
      "          [ 3.3904e-04, -1.4556e-03,  3.8769e-03,  ..., -9.8443e-03,\n",
      "            2.1230e-02,  9.7294e-04],\n",
      "          ...,\n",
      "          [-9.2324e-03,  3.0575e-04, -4.5929e-03,  ...,  8.3521e-03,\n",
      "            2.0487e-03, -2.9595e-03],\n",
      "          [ 5.4964e-03,  7.7164e-03, -6.4029e-05,  ..., -2.2807e-02,\n",
      "           -8.4622e-04,  2.3989e-02],\n",
      "          [ 1.2383e-02,  1.0272e-02,  2.1120e-02,  ..., -9.3926e-03,\n",
      "            1.5840e-03, -1.1051e-02]],\n",
      "\n",
      "         [[ 2.2596e-02, -7.0954e-03, -7.3574e-03,  ..., -6.6968e-03,\n",
      "           -4.6003e-03,  1.1853e-02],\n",
      "          [-8.7702e-03, -2.6113e-03,  1.2727e-02,  ..., -8.1824e-03,\n",
      "           -5.1312e-03,  3.0640e-03],\n",
      "          [ 1.7690e-03,  8.8667e-03, -1.3386e-02,  ..., -5.8567e-03,\n",
      "            7.1401e-04, -1.8531e-03],\n",
      "          ...,\n",
      "          [-1.7872e-02,  1.2123e-02, -9.2992e-03,  ..., -1.8919e-03,\n",
      "            1.6545e-02, -7.8972e-03],\n",
      "          [-1.3478e-03, -1.9915e-03,  1.1232e-02,  ..., -9.0241e-03,\n",
      "            1.3266e-03,  1.9958e-02],\n",
      "          [ 7.2726e-03, -2.0159e-02,  5.5456e-03,  ..., -2.1360e-03,\n",
      "            2.6177e-03,  7.8164e-04]],\n",
      "\n",
      "         [[-8.9200e-03, -1.3751e-02, -3.1141e-03,  ...,  8.3679e-03,\n",
      "           -9.8239e-03,  6.3984e-03],\n",
      "          [ 7.2131e-03,  2.6911e-03, -2.0741e-02,  ..., -1.2027e-03,\n",
      "           -3.5578e-03,  2.5458e-02],\n",
      "          [ 4.1455e-03,  4.2403e-03,  1.2469e-02,  ..., -1.6144e-02,\n",
      "           -1.1446e-02, -5.0516e-03],\n",
      "          ...,\n",
      "          [-2.4518e-03,  1.3272e-02, -1.1336e-02,  ...,  3.2405e-03,\n",
      "           -6.9332e-03,  8.1631e-03],\n",
      "          [-1.0646e-02,  1.7688e-03,  8.1355e-03,  ..., -5.0237e-03,\n",
      "            1.4601e-02, -1.2198e-02],\n",
      "          [ 7.1743e-04,  4.3247e-03,  1.0562e-02,  ..., -9.2931e-03,\n",
      "           -2.8802e-03, -1.4220e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.9424e-02,  1.2046e-02,  1.4208e-02,  ..., -1.4665e-02,\n",
      "            1.3046e-02, -5.0670e-03],\n",
      "          [-3.6105e-03,  8.4409e-03,  1.1870e-03,  ..., -2.0440e-02,\n",
      "            6.7353e-03, -3.0669e-03],\n",
      "          [-2.8251e-03, -7.7975e-03, -7.9501e-04,  ...,  2.6987e-03,\n",
      "            6.0981e-04, -7.1512e-03],\n",
      "          ...,\n",
      "          [ 1.9841e-02, -2.0481e-04,  5.7805e-03,  ..., -5.9688e-03,\n",
      "           -2.3918e-03, -7.6220e-03],\n",
      "          [ 2.7352e-03, -5.3262e-03, -2.7571e-05,  ..., -6.0650e-03,\n",
      "            1.2467e-02,  1.0657e-03],\n",
      "          [ 1.6709e-02,  1.2557e-02, -2.5400e-03,  ...,  9.4612e-03,\n",
      "            3.4867e-03, -1.0727e-02]],\n",
      "\n",
      "         [[ 5.5555e-03, -9.8268e-03,  1.0668e-02,  ..., -1.6968e-02,\n",
      "           -1.7665e-03,  1.2017e-03],\n",
      "          [-6.1077e-04,  1.7144e-02, -1.0926e-02,  ...,  9.6256e-03,\n",
      "           -2.3324e-03,  1.0084e-02],\n",
      "          [ 2.8022e-03, -1.4007e-02, -2.8822e-03,  ...,  2.1250e-02,\n",
      "           -5.3984e-03,  4.9157e-03],\n",
      "          ...,\n",
      "          [ 4.4299e-03,  1.3897e-02, -7.7843e-03,  ...,  1.2264e-03,\n",
      "           -5.3370e-03, -1.7550e-02],\n",
      "          [-1.8535e-02,  2.9034e-03, -5.8865e-03,  ...,  9.5201e-03,\n",
      "           -1.2385e-02,  4.4791e-03],\n",
      "          [-7.1579e-04, -2.2051e-03, -1.0634e-02,  ...,  6.0474e-04,\n",
      "           -2.4262e-02,  7.3754e-03]],\n",
      "\n",
      "         [[-6.9728e-03, -9.2968e-03,  2.7487e-03,  ..., -1.0281e-02,\n",
      "           -4.4374e-03,  4.9278e-03],\n",
      "          [-6.2507e-03,  1.2815e-02, -7.1065e-03,  ...,  8.8240e-03,\n",
      "            9.4318e-03, -9.8180e-03],\n",
      "          [-2.1845e-02,  4.3846e-04,  5.3815e-03,  ...,  1.4278e-02,\n",
      "            8.2900e-03, -6.8974e-03],\n",
      "          ...,\n",
      "          [ 5.9254e-03, -1.7154e-03,  1.0125e-02,  ...,  5.9797e-03,\n",
      "           -6.8300e-03,  2.5237e-03],\n",
      "          [ 3.0993e-03, -3.9923e-03, -7.8182e-04,  ..., -7.6490e-03,\n",
      "           -2.9144e-03,  4.9621e-03],\n",
      "          [-7.5312e-03, -1.6849e-04,  7.1254e-04,  ..., -1.2043e-02,\n",
      "            9.3015e-03, -1.2318e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.1901e-02, -3.0005e-03,  2.2691e-03,  ...,  6.3036e-03,\n",
      "           -8.1994e-04,  1.4214e-02],\n",
      "          [-5.8162e-03, -6.2280e-05,  1.2702e-02,  ...,  1.1587e-03,\n",
      "            1.0445e-02, -7.0423e-03],\n",
      "          [-7.3499e-03,  6.7560e-03,  2.8693e-03,  ...,  6.4097e-03,\n",
      "            1.8567e-03,  1.2701e-03],\n",
      "          ...,\n",
      "          [ 4.7010e-03, -1.1023e-02,  3.1698e-04,  ...,  2.2333e-02,\n",
      "            4.5431e-03,  1.4525e-02],\n",
      "          [ 7.3757e-03,  8.3268e-03,  1.1752e-02,  ...,  4.5045e-03,\n",
      "           -2.5241e-04, -1.0904e-02],\n",
      "          [-6.4730e-03,  2.2996e-02,  2.6448e-03,  ...,  9.6266e-03,\n",
      "           -3.4510e-03, -5.6554e-03]],\n",
      "\n",
      "         [[ 4.0260e-03,  5.9620e-03,  2.5815e-03,  ..., -3.5125e-03,\n",
      "           -5.9396e-03,  1.9990e-03],\n",
      "          [ 6.9799e-03, -7.2783e-03,  1.9917e-02,  ...,  6.3371e-03,\n",
      "            2.0419e-02, -2.8966e-02],\n",
      "          [-1.2460e-02,  2.7721e-03,  1.6508e-02,  ..., -4.1175e-03,\n",
      "            7.0734e-03,  6.3820e-03],\n",
      "          ...,\n",
      "          [ 5.7820e-03, -4.7084e-03, -7.5218e-03,  ..., -2.1136e-03,\n",
      "            8.5266e-03, -5.9253e-03],\n",
      "          [ 1.4877e-02,  5.8072e-03,  2.9065e-03,  ...,  1.0216e-03,\n",
      "           -9.5012e-03, -1.2370e-02],\n",
      "          [ 9.7147e-03,  3.1740e-03, -1.3160e-03,  ..., -1.3916e-02,\n",
      "            7.5861e-03,  1.2211e-02]],\n",
      "\n",
      "         [[ 1.2549e-02,  1.8376e-03, -1.2145e-03,  ...,  3.6307e-03,\n",
      "            9.8284e-04,  1.7501e-02],\n",
      "          [ 1.6015e-02,  1.1701e-02, -2.8253e-02,  ...,  3.8828e-03,\n",
      "            1.4456e-02,  7.4746e-03],\n",
      "          [-5.3998e-03,  4.8738e-04, -1.4001e-02,  ..., -3.4762e-03,\n",
      "            2.0714e-02,  1.5455e-02],\n",
      "          ...,\n",
      "          [-7.5677e-03, -6.7151e-03,  9.4051e-03,  ..., -1.2502e-02,\n",
      "            2.2991e-03,  4.7450e-03],\n",
      "          [ 5.3503e-03,  6.1601e-03, -1.0040e-02,  ..., -4.9346e-03,\n",
      "            1.5883e-04,  2.9314e-03],\n",
      "          [-7.3417e-03,  5.9782e-03,  9.6289e-03,  ..., -2.2113e-04,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           -6.6623e-03, -4.3417e-03]]]])\n",
      "k CCN.base_layer.1.conv.bias\n",
      "v tensor([-0.0121, -0.0323,  0.0155, -0.0235, -0.0062, -0.0354, -0.0207, -0.0171,\n",
      "        -0.0180,  0.0272, -0.0313, -0.0156, -0.0233,  0.0340, -0.0009,  0.0058,\n",
      "         0.0280, -0.0235, -0.0076, -0.0146, -0.0062, -0.0254, -0.0299,  0.0106,\n",
      "        -0.0134, -0.0300,  0.0184, -0.0243,  0.0115,  0.0018, -0.0167,  0.0020])\n",
      "param tensor([-8.1573e-04,  4.4548e-03, -7.7554e-04, -1.0335e-04, -6.5284e-04,\n",
      "         3.3266e-03, -6.3088e-05, -1.6505e-04, -7.5690e-04,  4.2244e-03,\n",
      "         5.4614e-03,  2.2642e-04, -1.2995e-03, -1.4482e-04, -1.2906e-03,\n",
      "        -5.8169e-05,  1.3618e-04, -2.2324e-04,  2.0801e-05,  2.9412e-03,\n",
      "         3.7941e-03,  1.4503e-04,  6.5694e-05,  1.7340e-04,  1.2801e-04,\n",
      "         8.7736e-05, -1.7971e-04,  2.2266e-04,  2.9991e-05, -4.5991e-05,\n",
      "        -1.3649e-04,  2.8705e-03])\n",
      "v.copy tensor([-8.1573e-04,  4.4548e-03, -7.7554e-04, -1.0335e-04, -6.5284e-04,\n",
      "         3.3266e-03, -6.3088e-05, -1.6505e-04, -7.5690e-04,  4.2244e-03,\n",
      "         5.4614e-03,  2.2642e-04, -1.2995e-03, -1.4482e-04, -1.2906e-03,\n",
      "        -5.8169e-05,  1.3618e-04, -2.2324e-04,  2.0801e-05,  2.9412e-03,\n",
      "         3.7941e-03,  1.4503e-04,  6.5694e-05,  1.7340e-04,  1.2801e-04,\n",
      "         8.7736e-05, -1.7971e-04,  2.2266e-04,  2.9991e-05, -4.5991e-05,\n",
      "        -1.3649e-04,  2.8705e-03])\n",
      "k CCN.base_layer.1.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2504])\n",
      "v.copy tensor([0.2504])\n",
      "k CCN.hl_prior_1.0.conv.weight\n",
      "v tensor([[[[-1.1979e-02,  9.8476e-03, -5.9035e-03,  ...,  3.8496e-03,\n",
      "            1.9021e-02,  1.2060e-03],\n",
      "          [-3.3798e-03,  1.3392e-02, -1.2577e-03,  ...,  1.7219e-02,\n",
      "           -4.3458e-03,  7.6162e-03],\n",
      "          [-1.5184e-02, -8.8216e-03, -1.5701e-02,  ..., -1.2218e-02,\n",
      "            1.9563e-02,  9.6067e-03],\n",
      "          ...,\n",
      "          [-1.0737e-02,  7.7388e-03, -3.7703e-03,  ...,  4.7977e-03,\n",
      "            6.7054e-03, -1.2668e-03],\n",
      "          [ 1.6943e-02, -1.6359e-02,  1.7580e-02,  ...,  4.8446e-03,\n",
      "           -1.3003e-02, -1.6409e-02],\n",
      "          [ 1.3428e-02, -1.7957e-02,  1.4305e-02,  ...,  1.8454e-02,\n",
      "           -1.0514e-02,  4.3900e-03]],\n",
      "\n",
      "         [[ 9.4110e-03,  7.9968e-03, -1.9201e-03,  ...,  1.6318e-02,\n",
      "           -1.1130e-02, -8.1938e-04],\n",
      "          [-9.1428e-03,  6.3287e-03, -7.6844e-03,  ...,  1.0006e-02,\n",
      "            1.2976e-02, -4.8263e-03],\n",
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      "            2.4611e-03,  3.8098e-04],\n",
      "          ...,\n",
      "          [ 1.9245e-02,  8.8065e-03,  8.2821e-03,  ..., -6.8531e-03,\n",
      "            1.9529e-02,  3.4624e-03],\n",
      "          [ 3.9482e-03,  7.1177e-03,  1.6004e-02,  ..., -1.8935e-02,\n",
      "           -2.5805e-03,  1.3033e-02],\n",
      "          [-5.7143e-03,  1.2160e-02,  5.6035e-03,  ..., -1.7532e-04,\n",
      "            1.1993e-02,  1.3002e-02]],\n",
      "\n",
      "         [[ 6.3250e-03, -3.9948e-03,  1.8012e-02,  ...,  1.1965e-02,\n",
      "           -1.0259e-02,  1.2340e-02],\n",
      "          [-1.4262e-02,  9.1324e-04,  8.7594e-03,  ..., -1.1136e-02,\n",
      "           -1.2136e-02,  1.8159e-02],\n",
      "          [ 3.3517e-03,  3.5002e-03, -3.3642e-03,  ...,  1.4488e-02,\n",
      "            7.3057e-03, -1.2189e-02],\n",
      "          ...,\n",
      "          [ 1.6908e-02, -2.9047e-03,  1.7845e-02,  ...,  1.5889e-02,\n",
      "            7.1689e-03, -7.9365e-03],\n",
      "          [-1.3929e-02, -1.1064e-02,  7.0007e-03,  ..., -1.0478e-02,\n",
      "           -2.9636e-03, -1.0454e-02],\n",
      "          [ 3.4766e-03,  5.0739e-03, -1.8068e-02,  ...,  1.3020e-02,\n",
      "           -1.4918e-02,  1.0763e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 8.6362e-03,  1.8344e-02, -1.3455e-02,  ...,  1.9767e-04,\n",
      "           -1.6229e-02,  1.3612e-02],\n",
      "          [ 9.9120e-03,  7.4467e-03, -9.9980e-03,  ...,  1.2939e-02,\n",
      "           -1.3350e-02,  1.2531e-02],\n",
      "          [-2.4352e-04,  1.2851e-02,  1.4570e-02,  ...,  1.1502e-02,\n",
      "            1.3400e-02, -3.1155e-03],\n",
      "          ...,\n",
      "          [-2.7826e-03,  7.7213e-03,  7.4409e-03,  ...,  6.0731e-03,\n",
      "            1.3565e-02,  1.9395e-02],\n",
      "          [ 1.7482e-02, -4.5542e-06, -1.4458e-02,  ...,  5.1225e-03,\n",
      "           -6.4201e-03, -1.6787e-02],\n",
      "          [-6.5258e-03,  1.8366e-02,  1.8343e-02,  ...,  1.5393e-02,\n",
      "           -9.5321e-03, -1.9590e-02]],\n",
      "\n",
      "         [[ 5.6094e-03,  3.4587e-03,  7.3395e-03,  ..., -1.7131e-02,\n",
      "            9.0590e-04,  1.3968e-02],\n",
      "          [ 1.1430e-02,  8.5541e-03, -5.3880e-03,  ...,  2.9580e-03,\n",
      "           -1.4421e-02, -1.8848e-02],\n",
      "          [-1.5781e-02,  1.8949e-02,  2.4981e-03,  ...,  1.6505e-02,\n",
      "            3.1676e-03, -7.4855e-03],\n",
      "          ...,\n",
      "          [ 1.3078e-02,  2.2043e-03,  1.8739e-02,  ..., -1.5764e-02,\n",
      "            1.8131e-02,  5.5366e-03],\n",
      "          [ 1.1821e-02,  9.3777e-03, -5.5583e-03,  ...,  4.1297e-03,\n",
      "           -1.3372e-02,  1.5544e-02],\n",
      "          [-1.6011e-02, -1.5458e-02, -9.3953e-03,  ..., -7.6878e-03,\n",
      "            2.3881e-04, -1.7747e-04]],\n",
      "\n",
      "         [[-9.8557e-03,  1.5485e-02,  1.5371e-03,  ...,  1.8864e-02,\n",
      "           -1.9242e-02, -1.1368e-02],\n",
      "          [ 1.9335e-02,  1.2170e-03,  5.7130e-03,  ..., -1.2780e-02,\n",
      "            1.4651e-02, -4.0864e-03],\n",
      "          [ 4.7874e-03,  4.5021e-04,  1.1821e-02,  ...,  6.9044e-03,\n",
      "            4.7081e-03,  1.0325e-02],\n",
      "          ...,\n",
      "          [ 1.6487e-02,  1.4096e-02,  1.7196e-02,  ...,  8.1878e-03,\n",
      "           -7.8225e-03, -5.3583e-03],\n",
      "          [-1.6834e-02, -8.0822e-03, -4.3075e-04,  ..., -1.1655e-02,\n",
      "            3.3814e-03,  9.1045e-03],\n",
      "          [ 1.2460e-02,  1.6907e-02, -9.9124e-03,  ..., -1.0736e-02,\n",
      "           -1.1194e-02,  3.5642e-03]]],\n",
      "\n",
      "\n",
      "        [[[-5.5425e-03, -1.1999e-02,  9.7466e-03,  ..., -1.6094e-02,\n",
      "           -1.7757e-02, -1.0687e-03],\n",
      "          [ 6.5626e-03, -4.3615e-03, -6.4231e-03,  ...,  9.5707e-03,\n",
      "            1.0717e-03,  4.7445e-03],\n",
      "          [-1.7735e-02, -1.2609e-02,  1.8585e-02,  ..., -1.2240e-02,\n",
      "            5.5651e-03,  5.8289e-03],\n",
      "          ...,\n",
      "          [ 9.1998e-03,  1.2444e-02,  6.1175e-03,  ...,  1.7539e-02,\n",
      "            4.3051e-03,  2.8092e-03],\n",
      "          [ 8.6721e-04, -1.5891e-02,  1.9586e-02,  ...,  1.5861e-02,\n",
      "            6.8050e-04, -1.7770e-02],\n",
      "          [ 1.5328e-02,  5.7064e-04,  1.0222e-02,  ...,  3.9814e-03,\n",
      "            1.3389e-02,  1.1455e-02]],\n",
      "\n",
      "         [[ 4.2208e-03,  6.4519e-03, -1.7549e-02,  ...,  1.2746e-02,\n",
      "            1.4329e-02, -1.4696e-02],\n",
      "          [-1.7676e-02, -1.5411e-02,  1.7413e-02,  ..., -1.3742e-02,\n",
      "           -9.7736e-03, -7.7461e-03],\n",
      "          [ 1.5282e-02,  1.3596e-03, -2.5195e-03,  ...,  8.8495e-03,\n",
      "            1.4431e-02,  1.7392e-02],\n",
      "          ...,\n",
      "          [ 4.7738e-03,  9.2052e-03,  1.3465e-02,  ...,  5.5117e-03,\n",
      "           -1.5216e-02,  8.5609e-03],\n",
      "          [-2.6516e-04, -1.6817e-02,  1.2754e-03,  ..., -1.5048e-02,\n",
      "           -1.9006e-02, -1.2283e-02],\n",
      "          [ 3.0109e-04,  1.0475e-02,  4.0009e-03,  ..., -4.0613e-03,\n",
      "            1.8541e-02,  6.3993e-03]],\n",
      "\n",
      "         [[-1.7452e-02, -5.0640e-05,  1.5993e-02,  ..., -3.9504e-03,\n",
      "           -7.9495e-03,  1.7531e-03],\n",
      "          [ 9.1098e-04,  1.6505e-02, -5.4734e-03,  ..., -1.2607e-02,\n",
      "            2.8650e-03,  3.1837e-03],\n",
      "          [ 1.2208e-02,  1.7919e-03,  1.0173e-03,  ...,  4.6264e-03,\n",
      "            1.1852e-02,  1.3306e-02],\n",
      "          ...,\n",
      "          [-1.6936e-02,  9.9402e-03, -8.2054e-03,  ..., -7.8397e-03,\n",
      "            8.5095e-03, -1.5975e-02],\n",
      "          [ 6.6982e-03, -7.1314e-04, -8.4882e-03,  ..., -4.5065e-03,\n",
      "            6.0798e-03, -1.2095e-02],\n",
      "          [-1.7747e-02,  5.3305e-03,  8.7800e-03,  ..., -1.8303e-02,\n",
      "            6.9500e-03,  1.5258e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.6012e-02, -1.1431e-02,  5.0242e-03,  ..., -1.0753e-02,\n",
      "            3.4608e-03,  5.8302e-04],\n",
      "          [ 6.9387e-03, -3.5327e-03, -8.9173e-03,  ..., -6.7371e-03,\n",
      "            1.1384e-02,  2.2749e-04],\n",
      "          [-1.9206e-02, -2.8365e-03, -1.2853e-02,  ..., -5.8726e-03,\n",
      "           -8.9672e-03, -5.8217e-03],\n",
      "          ...,\n",
      "          [ 1.3252e-02, -1.6726e-02, -4.7984e-03,  ...,  5.5517e-03,\n",
      "           -1.1847e-02,  4.0139e-03],\n",
      "          [-1.1619e-02,  1.3964e-02, -1.2350e-02,  ..., -1.3603e-02,\n",
      "            9.5954e-03, -1.2833e-02],\n",
      "          [ 8.6199e-03, -1.0610e-02, -4.5754e-03,  ...,  7.5542e-03,\n",
      "            1.3506e-02, -1.1959e-02]],\n",
      "\n",
      "         [[-8.9927e-03,  2.8056e-04, -4.3239e-03,  ...,  1.0261e-02,\n",
      "           -1.9078e-02, -5.4137e-03],\n",
      "          [ 1.7443e-02,  7.4002e-03,  1.9064e-02,  ..., -1.4010e-02,\n",
      "            1.8964e-02,  9.6573e-04],\n",
      "          [-1.4005e-02, -3.5959e-03,  5.3687e-03,  ...,  1.6391e-02,\n",
      "            1.1068e-02,  3.0305e-03],\n",
      "          ...,\n",
      "          [-1.8751e-02,  2.8912e-03, -7.8778e-03,  ...,  1.9361e-02,\n",
      "           -1.9009e-02, -5.3116e-03],\n",
      "          [-3.0537e-03,  1.7624e-02,  3.4312e-04,  ...,  1.3304e-02,\n",
      "            9.5899e-03,  1.3703e-02],\n",
      "          [-9.0171e-04, -1.4968e-02,  1.5149e-02,  ...,  9.7817e-03,\n",
      "            1.0496e-03, -3.9300e-04]],\n",
      "\n",
      "         [[-9.0019e-03,  5.0833e-03, -3.6593e-03,  ..., -1.5492e-02,\n",
      "            1.5638e-02, -1.8456e-02],\n",
      "          [-4.9931e-03,  4.8112e-03, -1.2135e-02,  ..., -1.0153e-03,\n",
      "           -1.3375e-02, -1.8385e-03],\n",
      "          [-1.0557e-02,  1.4923e-02, -1.3405e-02,  ..., -1.2640e-02,\n",
      "           -6.2060e-03,  1.1932e-02],\n",
      "          ...,\n",
      "          [ 3.7260e-03, -1.1415e-02, -6.5208e-03,  ...,  1.4799e-03,\n",
      "           -1.2724e-02, -3.4695e-03],\n",
      "          [-1.2234e-03,  1.5515e-03,  1.8151e-02,  ...,  4.9550e-04,\n",
      "           -1.7213e-02,  6.2769e-03],\n",
      "          [-7.5691e-03, -1.8653e-02,  1.1257e-02,  ...,  9.4054e-03,\n",
      "           -1.5543e-02,  8.4072e-03]]],\n",
      "\n",
      "\n",
      "        [[[-7.5407e-03, -4.4583e-03, -3.8783e-03,  ..., -1.6724e-02,\n",
      "           -1.8489e-02, -4.9081e-04],\n",
      "          [ 5.2907e-03,  1.3651e-02,  9.4366e-03,  ...,  1.4234e-02,\n",
      "           -6.2702e-03,  1.4213e-02],\n",
      "          [ 1.3876e-03, -1.4343e-02,  5.1687e-04,  ...,  1.1410e-02,\n",
      "            1.9430e-02,  9.8176e-03],\n",
      "          ...,\n",
      "          [-1.3883e-02,  3.2743e-04,  1.6192e-02,  ...,  3.4099e-03,\n",
      "           -1.0002e-02, -1.7656e-02],\n",
      "          [-1.0410e-02, -1.4130e-02,  1.3634e-02,  ..., -1.6045e-02,\n",
      "           -1.2139e-02,  4.3027e-03],\n",
      "          [ 1.1607e-03,  1.8105e-03, -4.6113e-03,  ..., -1.2934e-02,\n",
      "            7.6308e-03, -2.5791e-03]],\n",
      "\n",
      "         [[ 1.9466e-02, -1.9260e-02,  6.9506e-03,  ...,  9.5301e-03,\n",
      "           -1.8544e-02,  1.7510e-02],\n",
      "          [ 1.0157e-02,  1.9043e-02, -3.7155e-03,  ..., -1.8321e-02,\n",
      "           -9.1151e-03,  1.7046e-02],\n",
      "          [-1.7529e-02, -6.1415e-05,  1.4151e-02,  ...,  1.0887e-02,\n",
      "           -1.5910e-02,  1.7353e-02],\n",
      "          ...,\n",
      "          [-1.4447e-02, -1.8667e-02, -1.2391e-02,  ..., -1.5801e-02,\n",
      "           -6.1414e-03,  7.3879e-03],\n",
      "          [ 1.1242e-02,  5.9276e-03,  5.5259e-04,  ...,  1.8848e-02,\n",
      "            1.1498e-02, -1.3939e-02],\n",
      "          [ 8.4916e-03, -1.7510e-02,  1.9331e-02,  ..., -1.7213e-02,\n",
      "            1.0929e-02, -4.6423e-04]],\n",
      "\n",
      "         [[ 1.5838e-02,  7.6498e-03, -6.7046e-03,  ..., -1.0053e-03,\n",
      "            1.8480e-02, -1.5166e-02],\n",
      "          [ 1.2280e-02,  3.3664e-03, -1.2518e-02,  ...,  1.2773e-02,\n",
      "            8.5053e-03,  1.5986e-02],\n",
      "          [-1.5361e-02,  1.0311e-02,  1.7180e-02,  ...,  1.9507e-02,\n",
      "           -1.3129e-02, -1.8308e-02],\n",
      "          ...,\n",
      "          [-5.7792e-04, -5.2221e-03,  1.0298e-02,  ..., -1.3241e-02,\n",
      "            4.1201e-03,  1.0337e-02],\n",
      "          [ 5.6848e-03,  1.0422e-02, -1.0842e-02,  ..., -9.4250e-03,\n",
      "           -5.6371e-03,  1.7326e-02],\n",
      "          [ 1.2938e-02,  1.9083e-02,  5.5060e-03,  ..., -1.7353e-02,\n",
      "           -1.1769e-02, -1.1646e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.5141e-03, -8.6153e-05,  1.6872e-02,  ..., -1.0004e-02,\n",
      "            1.8407e-02,  5.6069e-03],\n",
      "          [ 1.1769e-02,  1.2879e-02,  1.1114e-02,  ..., -8.1551e-03,\n",
      "            9.3465e-03, -8.1591e-03],\n",
      "          [-4.4674e-03, -9.5524e-03,  9.3690e-03,  ..., -1.1274e-02,\n",
      "            1.2064e-02, -1.5460e-02],\n",
      "          ...,\n",
      "          [ 5.7667e-03,  5.0620e-03,  1.5065e-02,  ...,  6.4791e-03,\n",
      "           -1.9313e-02,  1.2236e-02],\n",
      "          [ 1.9272e-02, -7.9351e-03,  3.4357e-03,  ...,  3.9243e-03,\n",
      "           -1.3910e-02, -1.5483e-02],\n",
      "          [ 4.9122e-03,  1.9456e-02,  4.9929e-03,  ...,  4.6188e-03,\n",
      "           -1.2943e-03,  1.3955e-02]],\n",
      "\n",
      "         [[ 2.6504e-03, -1.2873e-02, -1.1547e-02,  ...,  1.6353e-02,\n",
      "            1.3122e-02,  9.6911e-03],\n",
      "          [-9.3434e-03, -1.6114e-02,  8.5319e-03,  ...,  1.5374e-02,\n",
      "           -7.0093e-03,  1.4562e-02],\n",
      "          [-1.5904e-02,  1.0339e-02, -2.9836e-03,  ...,  1.4893e-02,\n",
      "           -1.2830e-03, -6.8430e-03],\n",
      "          ...,\n",
      "          [-3.0603e-03, -1.2246e-02, -1.9182e-02,  ...,  6.8221e-03,\n",
      "           -5.6475e-04,  4.0976e-04],\n",
      "          [ 6.9497e-03,  1.4504e-03,  1.5835e-02,  ...,  4.6425e-03,\n",
      "           -1.7101e-02, -1.8578e-02],\n",
      "          [-2.4996e-03,  5.7451e-03, -8.3409e-03,  ...,  5.8283e-03,\n",
      "           -1.3807e-02,  7.1354e-03]],\n",
      "\n",
      "         [[-1.8555e-02, -1.0234e-02, -2.7348e-03,  ..., -1.8879e-02,\n",
      "            7.6381e-03, -1.2360e-02],\n",
      "          [ 4.4418e-03, -1.2715e-02,  1.2151e-02,  ..., -1.4606e-02,\n",
      "           -1.6753e-02, -1.7931e-02],\n",
      "          [ 2.3483e-03, -1.4068e-02,  5.3894e-03,  ...,  9.1450e-03,\n",
      "           -7.6590e-03, -9.4002e-03],\n",
      "          ...,\n",
      "          [-1.0824e-02,  1.0731e-02,  1.1282e-02,  ..., -1.0315e-02,\n",
      "           -7.6455e-04, -1.8408e-04],\n",
      "          [-4.1668e-03,  1.0221e-02,  1.5511e-02,  ..., -7.7125e-03,\n",
      "           -5.2541e-03, -8.3629e-03],\n",
      "          [ 1.9852e-03, -1.5135e-02,  7.7445e-03,  ...,  6.2879e-03,\n",
      "            1.6229e-02, -1.6312e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 7.5910e-03, -1.0512e-02, -8.2412e-03,  ...,  1.0474e-02,\n",
      "            1.7069e-02, -1.9206e-02],\n",
      "          [-9.5800e-05,  1.0648e-02, -1.6663e-02,  ..., -3.1125e-03,\n",
      "            1.1810e-02,  9.3822e-03],\n",
      "          [-1.9452e-02,  1.7878e-02,  1.7425e-02,  ...,  1.9542e-02,\n",
      "           -9.7351e-03, -2.0992e-05],\n",
      "          ...,\n",
      "          [ 1.1069e-03,  1.0233e-04, -1.2028e-02,  ...,  9.7767e-04,\n",
      "            6.3689e-03,  1.9467e-02],\n",
      "          [-1.1793e-02, -1.1100e-02,  7.5972e-03,  ..., -3.4953e-03,\n",
      "           -8.5500e-03, -1.9686e-03],\n",
      "          [-5.4965e-05, -1.2415e-02, -1.7205e-02,  ...,  9.3351e-03,\n",
      "            3.6527e-03,  1.4991e-02]],\n",
      "\n",
      "         [[ 1.0054e-02,  1.5135e-02, -2.6189e-03,  ..., -6.4978e-03,\n",
      "            9.9471e-03,  1.7173e-02],\n",
      "          [-6.8357e-04,  3.9941e-04, -5.5555e-03,  ...,  8.3601e-04,\n",
      "           -1.0436e-05,  3.7771e-03],\n",
      "          [ 1.1728e-02,  7.1257e-03, -1.2246e-02,  ..., -2.8194e-03,\n",
      "           -1.3154e-02,  1.6668e-02],\n",
      "          ...,\n",
      "          [ 1.1953e-02,  6.1135e-03, -1.8112e-02,  ...,  4.0308e-03,\n",
      "            8.3052e-03, -1.6192e-02],\n",
      "          [ 1.1893e-02, -1.7780e-02,  2.5889e-03,  ...,  3.7129e-03,\n",
      "            6.0770e-03, -8.9203e-03],\n",
      "          [-1.8524e-02,  4.8243e-03, -1.4551e-02,  ..., -1.2425e-02,\n",
      "            3.9894e-03,  1.8445e-02]],\n",
      "\n",
      "         [[ 1.6168e-02,  2.7719e-03, -1.2435e-02,  ..., -1.7955e-02,\n",
      "            3.6513e-04,  1.9329e-02],\n",
      "          [-1.9405e-02,  4.4856e-04,  1.9362e-02,  ...,  1.6707e-02,\n",
      "            1.2927e-02, -1.1963e-02],\n",
      "          [-1.8264e-02, -6.8572e-03,  1.1427e-02,  ...,  1.6340e-02,\n",
      "            8.4485e-03, -4.7044e-03],\n",
      "          ...,\n",
      "          [-1.8965e-02,  1.6008e-02, -1.7250e-04,  ..., -1.8947e-02,\n",
      "            1.5752e-02, -1.7124e-02],\n",
      "          [-1.1823e-02,  1.0545e-02,  1.4532e-02,  ...,  1.0743e-02,\n",
      "            1.3569e-02,  1.7621e-03],\n",
      "          [ 6.8713e-03, -1.4111e-02, -1.2672e-03,  ..., -1.7451e-03,\n",
      "           -4.2212e-03,  6.7637e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.6861e-02, -1.2396e-02,  1.5757e-02,  ...,  1.5149e-02,\n",
      "            1.6570e-02,  3.6457e-03],\n",
      "          [-1.8787e-02,  1.2615e-02, -7.8289e-03,  ...,  1.5048e-02,\n",
      "            9.1925e-04,  3.3232e-03],\n",
      "          [ 2.6075e-03,  1.2196e-03, -1.2022e-02,  ..., -9.4649e-03,\n",
      "            1.9250e-02,  2.8154e-03],\n",
      "          ...,\n",
      "          [-5.7816e-03,  4.2660e-03,  3.8242e-03,  ..., -1.0412e-02,\n",
      "           -7.8324e-03, -3.6306e-03],\n",
      "          [-7.0979e-03,  5.3946e-03,  1.1213e-02,  ...,  5.8226e-03,\n",
      "            2.4938e-03, -7.2359e-03],\n",
      "          [ 6.7581e-03, -4.5253e-03, -5.5421e-03,  ..., -9.4958e-03,\n",
      "           -1.8124e-02, -1.0658e-02]],\n",
      "\n",
      "         [[-1.0005e-03,  5.8024e-03, -1.5066e-02,  ...,  4.1761e-03,\n",
      "           -5.4120e-03, -1.6139e-02],\n",
      "          [ 7.0474e-03, -1.8989e-02, -6.6949e-03,  ..., -3.0907e-03,\n",
      "            8.9463e-03,  8.9623e-03],\n",
      "          [-3.9215e-03,  7.1642e-03, -2.6576e-03,  ...,  5.7543e-03,\n",
      "           -4.1328e-03, -1.2516e-02],\n",
      "          ...,\n",
      "          [-5.6876e-03, -1.7923e-02,  1.5862e-02,  ..., -9.0099e-03,\n",
      "            1.8709e-02, -4.0716e-03],\n",
      "          [-6.1447e-03,  1.3327e-02,  1.2741e-03,  ..., -1.3032e-02,\n",
      "            1.6980e-02, -1.6489e-03],\n",
      "          [ 2.3197e-03,  1.2883e-02,  1.7135e-02,  ...,  1.9549e-02,\n",
      "           -4.9108e-03, -1.7486e-02]],\n",
      "\n",
      "         [[ 1.2388e-02, -1.9261e-02,  1.8949e-02,  ..., -9.7794e-03,\n",
      "           -1.3507e-03, -4.5146e-03],\n",
      "          [-7.9931e-03, -1.8757e-02, -1.5601e-02,  ...,  8.0162e-03,\n",
      "            1.3888e-02, -4.5524e-03],\n",
      "          [ 3.0223e-03, -1.1036e-02, -4.5427e-03,  ...,  1.2043e-02,\n",
      "            1.1055e-02,  1.0020e-02],\n",
      "          ...,\n",
      "          [ 7.5354e-03,  8.9906e-03,  1.5395e-02,  ...,  8.3135e-03,\n",
      "            1.8670e-02,  6.3011e-03],\n",
      "          [ 5.1876e-04, -5.8076e-04, -1.0539e-02,  ...,  2.0984e-03,\n",
      "            5.0536e-03,  9.9175e-03],\n",
      "          [-4.0997e-03, -1.5506e-02,  7.6008e-03,  ...,  1.5318e-02,\n",
      "           -1.6873e-02,  2.0886e-03]]],\n",
      "\n",
      "\n",
      "        [[[-1.7364e-02, -1.9118e-02,  9.9461e-03,  ...,  2.6770e-03,\n",
      "            1.4940e-02, -1.3251e-02],\n",
      "          [-1.3830e-02, -1.5647e-02, -1.6931e-02,  ...,  1.1270e-02,\n",
      "            4.8817e-03, -8.2032e-03],\n",
      "          [-1.8780e-02,  4.5863e-03, -6.9851e-03,  ...,  1.8561e-02,\n",
      "           -4.6990e-04, -5.2054e-03],\n",
      "          ...,\n",
      "          [-5.4370e-03, -1.3875e-02, -1.3609e-02,  ...,  7.7380e-03,\n",
      "           -3.2157e-03,  1.1687e-02],\n",
      "          [ 8.6705e-03, -8.7680e-03, -1.0831e-02,  ..., -3.2977e-03,\n",
      "            1.1423e-02,  5.0857e-03],\n",
      "          [ 7.4165e-03, -1.8724e-03,  1.7468e-02,  ..., -7.8955e-03,\n",
      "           -1.0594e-02,  3.6180e-03]],\n",
      "\n",
      "         [[ 8.2371e-03,  4.0788e-03,  4.8999e-03,  ..., -6.9448e-03,\n",
      "            1.6044e-02, -4.2962e-03],\n",
      "          [ 1.1393e-02, -1.6096e-02,  6.0347e-03,  ..., -9.8896e-03,\n",
      "            1.8051e-02, -1.3339e-02],\n",
      "          [ 1.1243e-02, -1.7185e-02, -1.9130e-02,  ..., -7.2363e-03,\n",
      "            3.9847e-03, -8.7203e-03],\n",
      "          ...,\n",
      "          [ 1.7786e-02, -1.6823e-03,  1.7938e-02,  ...,  1.3891e-02,\n",
      "            4.5893e-04,  9.0115e-03],\n",
      "          [ 1.6734e-02, -2.6712e-03, -1.0064e-02,  ...,  7.6967e-03,\n",
      "           -1.2285e-02, -6.4151e-05],\n",
      "          [-6.8306e-03,  8.0634e-03,  1.5920e-02,  ...,  1.0695e-02,\n",
      "           -2.0495e-03, -8.6840e-03]],\n",
      "\n",
      "         [[-1.1537e-02,  1.2196e-03, -1.0383e-02,  ...,  1.8977e-02,\n",
      "            1.0340e-02,  3.1470e-03],\n",
      "          [ 5.3759e-03, -1.8801e-02, -2.0046e-03,  ..., -5.0018e-03,\n",
      "            8.9355e-03, -4.8648e-03],\n",
      "          [-1.2759e-02,  6.1378e-03,  5.3599e-03,  ...,  1.6345e-03,\n",
      "           -1.1077e-02,  1.6959e-02],\n",
      "          ...,\n",
      "          [ 5.4451e-03, -3.9754e-03,  1.6076e-02,  ..., -6.6269e-03,\n",
      "           -1.7070e-02,  1.2692e-02],\n",
      "          [ 3.9211e-03, -1.3591e-03, -4.8642e-04,  ...,  1.8304e-03,\n",
      "           -9.2340e-03,  9.2710e-03],\n",
      "          [ 1.5468e-03, -2.1775e-03,  2.3005e-03,  ...,  1.6761e-02,\n",
      "           -9.1169e-03,  3.5987e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 8.9065e-03, -6.8235e-03, -1.8203e-02,  ..., -6.3161e-04,\n",
      "           -6.6618e-03,  1.1149e-02],\n",
      "          [-1.4249e-03, -8.2782e-05,  1.3900e-02,  ...,  1.8143e-02,\n",
      "           -1.3737e-02, -1.7487e-03],\n",
      "          [-1.2517e-02,  1.8039e-03, -1.5571e-02,  ...,  3.8141e-03,\n",
      "           -1.8698e-03, -1.8383e-02],\n",
      "          ...,\n",
      "          [ 1.9244e-03, -9.4539e-03, -1.5884e-02,  ..., -1.5536e-02,\n",
      "           -1.7092e-02,  1.6137e-02],\n",
      "          [-6.0369e-04, -1.7308e-02, -1.6293e-02,  ..., -3.9467e-03,\n",
      "           -1.3876e-02, -1.1504e-02],\n",
      "          [ 2.3982e-03,  8.5588e-03, -3.5430e-03,  ..., -5.5921e-03,\n",
      "           -1.9190e-03, -8.3309e-03]],\n",
      "\n",
      "         [[ 1.8424e-02, -1.5954e-02, -4.7090e-03,  ..., -4.9140e-03,\n",
      "            2.5008e-03,  7.0354e-03],\n",
      "          [-8.1402e-03,  9.5969e-03, -1.4007e-02,  ...,  5.6621e-03,\n",
      "           -1.0665e-03, -1.4755e-02],\n",
      "          [-1.9370e-02, -9.0447e-03, -6.5199e-03,  ..., -5.2639e-03,\n",
      "            1.2844e-02,  1.8796e-03],\n",
      "          ...,\n",
      "          [ 1.6335e-02,  1.6698e-03,  6.7219e-03,  ...,  1.6924e-02,\n",
      "           -7.7644e-03,  1.7693e-02],\n",
      "          [-1.4712e-02, -1.1716e-02, -1.6446e-02,  ..., -1.3873e-02,\n",
      "           -1.4072e-02, -1.7042e-02],\n",
      "          [ 1.9076e-02,  1.5516e-02,  2.4834e-03,  ...,  1.1374e-02,\n",
      "            4.5419e-04, -1.0805e-02]],\n",
      "\n",
      "         [[ 1.9521e-02,  1.1737e-02,  7.1835e-04,  ...,  9.8509e-03,\n",
      "           -3.3743e-03,  5.9837e-03],\n",
      "          [ 1.2261e-02,  2.2931e-03, -8.1566e-03,  ...,  4.2329e-04,\n",
      "            1.3644e-02, -2.5553e-03],\n",
      "          [ 4.9117e-04, -9.3238e-03, -2.2242e-03,  ...,  1.4888e-02,\n",
      "            2.7618e-03,  1.6605e-02],\n",
      "          ...,\n",
      "          [ 1.6686e-02, -1.2991e-02, -1.8269e-03,  ..., -1.9343e-02,\n",
      "           -1.3606e-02,  6.5908e-03],\n",
      "          [ 1.5702e-02,  5.6112e-03, -3.3570e-03,  ..., -1.0517e-02,\n",
      "            1.8619e-02, -1.0968e-02],\n",
      "          [ 9.5461e-03,  1.0934e-02, -1.1185e-03,  ...,  1.6898e-02,\n",
      "           -9.0654e-03,  1.6227e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 9.9165e-03, -8.3300e-03,  1.1410e-02,  ..., -3.4578e-03,\n",
      "           -1.1234e-02, -1.5150e-02],\n",
      "          [-1.9223e-02,  2.4795e-03, -2.6295e-03,  ...,  1.8917e-02,\n",
      "            6.0648e-03, -1.7177e-02],\n",
      "          [-5.5780e-03,  1.9453e-02, -1.2627e-02,  ..., -9.2198e-03,\n",
      "           -1.6495e-02, -1.9237e-02],\n",
      "          ...,\n",
      "          [-3.1152e-03, -1.2032e-02,  1.2411e-02,  ..., -9.5505e-03,\n",
      "           -2.6889e-03,  1.8924e-02],\n",
      "          [-1.6536e-02,  1.7997e-02,  3.0265e-03,  ...,  6.0804e-03,\n",
      "            6.5747e-03, -1.5786e-02],\n",
      "          [-1.5663e-02, -8.5912e-03,  1.6880e-02,  ...,  1.8157e-02,\n",
      "            1.8017e-02, -1.0347e-02]],\n",
      "\n",
      "         [[ 1.2279e-02, -7.8070e-03, -1.3473e-02,  ...,  1.9506e-02,\n",
      "           -9.7639e-03, -1.3859e-02],\n",
      "          [ 1.6883e-02,  5.9838e-03,  1.3695e-02,  ...,  2.7202e-03,\n",
      "            1.8879e-02, -9.6708e-03],\n",
      "          [-6.7480e-03,  1.4271e-02,  1.9558e-02,  ...,  5.5802e-03,\n",
      "           -3.9977e-03, -1.0651e-02],\n",
      "          ...,\n",
      "          [-9.4948e-03,  4.8382e-03, -4.0183e-03,  ...,  1.9169e-02,\n",
      "            1.6071e-02, -1.6640e-02],\n",
      "          [ 8.9295e-03,  1.4807e-03,  3.3548e-03,  ..., -1.6614e-02,\n",
      "           -1.5207e-02, -7.2885e-03],\n",
      "          [ 1.1868e-02,  9.9725e-03,  1.7562e-02,  ..., -1.8618e-02,\n",
      "            5.7225e-04, -1.6964e-02]],\n",
      "\n",
      "         [[ 1.8889e-02,  1.5523e-02, -1.3418e-02,  ...,  2.3205e-03,\n",
      "           -4.4693e-03, -9.5602e-03],\n",
      "          [ 5.9945e-03,  1.2566e-02, -2.8806e-03,  ...,  8.3583e-04,\n",
      "            8.7630e-04, -1.4785e-02],\n",
      "          [-1.9497e-02, -1.2603e-02,  1.6225e-02,  ...,  5.4331e-03,\n",
      "           -1.4395e-02,  1.3635e-02],\n",
      "          ...,\n",
      "          [ 1.1732e-02,  1.8633e-02,  1.0704e-02,  ..., -4.1698e-03,\n",
      "            1.8467e-02, -1.1154e-02],\n",
      "          [ 1.8633e-02, -1.9252e-02, -3.7231e-03,  ...,  6.4150e-03,\n",
      "            2.3428e-03, -1.4667e-02],\n",
      "          [-1.3881e-02, -9.1721e-03, -9.4441e-03,  ..., -1.8643e-02,\n",
      "           -7.7618e-03, -1.8524e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.4594e-04,  1.6543e-03,  1.7296e-03,  ..., -1.5900e-02,\n",
      "           -1.1474e-02,  5.4177e-03],\n",
      "          [-8.8987e-03, -1.1379e-02,  1.7687e-02,  ...,  7.0531e-03,\n",
      "            3.6077e-03, -5.8235e-03],\n",
      "          [ 1.7574e-02,  7.6424e-03,  7.9669e-03,  ..., -2.2940e-04,\n",
      "           -1.9601e-02, -1.6899e-02],\n",
      "          ...,\n",
      "          [-5.4755e-03, -3.8250e-03,  4.7445e-03,  ..., -2.6496e-03,\n",
      "            1.7831e-02, -1.4095e-02],\n",
      "          [-7.0198e-03, -1.4312e-02,  2.0251e-03,  ..., -4.8123e-03,\n",
      "           -2.3024e-03, -1.2802e-02],\n",
      "          [-3.1539e-03, -1.5061e-02,  6.9826e-03,  ..., -2.8572e-03,\n",
      "           -8.6460e-03,  5.4702e-04]],\n",
      "\n",
      "         [[ 4.6372e-05, -7.3772e-03,  2.4039e-05,  ...,  1.2442e-02,\n",
      "            1.3622e-02, -3.6782e-04],\n",
      "          [ 1.9479e-02,  1.5210e-02,  3.4586e-03,  ..., -6.3299e-03,\n",
      "           -1.9151e-02,  1.1255e-02],\n",
      "          [ 5.8694e-03, -8.9498e-03, -3.5394e-03,  ..., -5.0748e-03,\n",
      "           -1.7106e-03,  2.1244e-03],\n",
      "          ...,\n",
      "          [ 1.8745e-02,  4.4215e-03, -1.4398e-02,  ..., -1.3009e-02,\n",
      "           -8.5242e-03,  7.1163e-03],\n",
      "          [ 1.0296e-02,  8.0433e-03, -1.2663e-02,  ..., -1.6616e-02,\n",
      "           -1.5966e-02,  1.2350e-02],\n",
      "          [-1.2897e-02,  1.3110e-02, -1.7043e-02,  ..., -2.0112e-03,\n",
      "           -6.6105e-03, -1.1581e-02]],\n",
      "\n",
      "         [[ 1.6789e-03, -1.9547e-02, -1.8106e-02,  ..., -1.8218e-02,\n",
      "           -2.3540e-03,  8.5261e-04],\n",
      "          [ 1.2408e-02, -7.4193e-05, -1.6165e-02,  ..., -2.2295e-03,\n",
      "            1.5935e-02, -1.7011e-02],\n",
      "          [ 2.3605e-03, -1.2864e-02, -1.0935e-02,  ..., -1.9576e-02,\n",
      "            5.7944e-03,  1.1690e-02],\n",
      "          ...,\n",
      "          [-1.5543e-02,  5.1175e-04,  6.2198e-03,  ..., -1.8029e-02,\n",
      "            1.5108e-03, -5.1783e-04],\n",
      "          [ 1.8005e-02, -5.1950e-03,  9.4040e-03,  ..., -8.9033e-03,\n",
      "           -1.0657e-03,  1.7836e-02],\n",
      "          [ 1.4019e-02,  2.0762e-03,  1.2128e-02,  ..., -3.6994e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            5.1488e-03, -1.3723e-03]]]])\n",
      "param tensor([[[[-6.6228e-03, -1.0156e-02, -2.3224e-02,  ..., -1.3423e-02,\n",
      "            6.6050e-03, -9.2177e-03],\n",
      "          [-9.0909e-03, -7.9160e-04,  6.4829e-03,  ..., -1.5721e-02,\n",
      "           -3.1790e-03,  1.7060e-03],\n",
      "          [-1.1913e-02,  6.8068e-03,  2.8256e-02,  ..., -1.3133e-02,\n",
      "           -7.8125e-03,  5.3513e-03],\n",
      "          ...,\n",
      "          [-1.6956e-02, -1.2245e-02, -4.4891e-03,  ...,  1.2475e-03,\n",
      "           -3.5578e-03, -1.0569e-03],\n",
      "          [ 1.8530e-02,  4.3728e-03,  1.3011e-02,  ...,  3.2458e-03,\n",
      "           -9.6547e-03, -1.9033e-03],\n",
      "          [-3.3343e-03, -5.4676e-03,  9.3712e-03,  ...,  1.2798e-02,\n",
      "           -1.4870e-03,  7.7016e-03]],\n",
      "\n",
      "         [[ 7.7416e-03,  2.1304e-03, -3.7806e-03,  ...,  1.0370e-03,\n",
      "            1.5250e-02,  2.0375e-02],\n",
      "          [-3.2157e-03,  7.5416e-03, -6.2865e-03,  ...,  2.0588e-03,\n",
      "           -5.2586e-04,  6.1075e-03],\n",
      "          [ 1.5318e-02, -8.2737e-03, -3.6648e-03,  ...,  6.2407e-03,\n",
      "           -1.2751e-02,  8.5017e-03],\n",
      "          ...,\n",
      "          [-3.2575e-02, -4.6964e-04,  9.2240e-03,  ...,  5.6325e-04,\n",
      "            7.3740e-03,  5.5400e-04],\n",
      "          [-2.7510e-03, -7.8546e-03,  7.3793e-03,  ...,  2.3060e-03,\n",
      "           -5.1418e-03,  3.1950e-02],\n",
      "          [-8.0809e-03,  1.0385e-02, -2.1625e-02,  ..., -1.3461e-03,\n",
      "            1.4557e-02, -1.1124e-02]],\n",
      "\n",
      "         [[-9.5953e-03, -3.7944e-03,  4.2280e-03,  ...,  1.0591e-03,\n",
      "           -3.8168e-03, -5.0483e-03],\n",
      "          [-2.2056e-02, -8.9610e-04, -1.0242e-02,  ..., -3.6331e-03,\n",
      "            2.3599e-03, -5.1567e-03],\n",
      "          [-1.4813e-02, -8.3473e-03, -2.0238e-02,  ..., -1.3593e-03,\n",
      "           -4.1977e-03,  2.7124e-03],\n",
      "          ...,\n",
      "          [ 9.7230e-03, -2.6580e-03, -1.2805e-02,  ..., -1.9402e-03,\n",
      "           -5.6161e-03, -1.6937e-02],\n",
      "          [-2.0553e-03,  8.8760e-03, -5.7519e-03,  ..., -6.6285e-03,\n",
      "           -1.0798e-02,  3.9617e-03],\n",
      "          [-4.9960e-03, -1.3364e-02, -7.9105e-03,  ..., -1.3172e-02,\n",
      "           -3.8579e-03,  1.6964e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.4257e-03, -5.7993e-03, -1.8151e-03,  ...,  1.3144e-02,\n",
      "           -3.4766e-03,  4.8412e-03],\n",
      "          [ 1.6751e-03,  4.3706e-03,  7.9787e-03,  ..., -7.6775e-03,\n",
      "           -3.0899e-03,  2.2657e-03],\n",
      "          [-1.2376e-02,  1.6481e-02,  8.1163e-03,  ...,  1.1360e-02,\n",
      "           -8.9311e-03,  3.9353e-03],\n",
      "          ...,\n",
      "          [ 4.9453e-03,  1.0324e-03, -9.1123e-03,  ..., -5.0343e-04,\n",
      "           -1.3224e-02,  5.3506e-03],\n",
      "          [-2.1801e-02,  1.3979e-02,  2.9206e-03,  ...,  1.5222e-02,\n",
      "           -1.2313e-02,  8.8376e-04],\n",
      "          [-1.4637e-02, -1.7779e-03, -4.3592e-03,  ..., -1.0348e-02,\n",
      "           -8.1171e-03, -1.3397e-02]],\n",
      "\n",
      "         [[ 4.0417e-03, -3.5643e-03, -5.8124e-03,  ...,  1.4713e-02,\n",
      "            2.6170e-03,  6.2525e-03],\n",
      "          [ 5.0661e-03,  1.0987e-02, -4.9145e-03,  ..., -6.4567e-03,\n",
      "            1.0533e-02,  2.5024e-03],\n",
      "          [ 5.8470e-03,  8.3736e-03, -6.7630e-03,  ..., -1.7838e-03,\n",
      "           -9.1093e-03, -6.1695e-03],\n",
      "          ...,\n",
      "          [ 2.2840e-03, -5.1939e-03, -5.4048e-03,  ..., -5.3552e-03,\n",
      "           -3.6124e-03, -6.2235e-03],\n",
      "          [ 4.4071e-03, -9.8965e-03, -1.6640e-02,  ...,  1.4278e-02,\n",
      "           -2.2888e-03, -4.3816e-03],\n",
      "          [ 1.5881e-03, -2.2270e-02,  1.5336e-02,  ..., -1.5326e-02,\n",
      "            2.8932e-02,  9.1657e-03]],\n",
      "\n",
      "         [[ 4.1748e-03, -2.0814e-02, -1.7745e-02,  ..., -1.0676e-02,\n",
      "            2.9776e-02,  6.7377e-05],\n",
      "          [ 1.1016e-02,  3.9738e-03, -3.4591e-03,  ...,  9.7640e-04,\n",
      "           -6.1720e-03,  1.9159e-04],\n",
      "          [ 4.7941e-03, -4.0708e-03, -1.3597e-02,  ..., -1.4585e-02,\n",
      "            4.9250e-03, -6.6694e-03],\n",
      "          ...,\n",
      "          [ 1.8786e-02, -1.4873e-02, -4.1167e-03,  ...,  1.3744e-02,\n",
      "           -1.4750e-03,  1.7912e-02],\n",
      "          [ 5.7693e-03, -3.9168e-03,  1.2367e-02,  ..., -8.4113e-03,\n",
      "           -1.0355e-02,  2.0322e-02],\n",
      "          [-1.7581e-02,  3.8286e-03, -8.3993e-03,  ...,  1.2962e-02,\n",
      "           -3.9072e-03,  7.7349e-04]]],\n",
      "\n",
      "\n",
      "        [[[-7.9118e-04,  9.2120e-03,  7.8494e-03,  ...,  1.5942e-02,\n",
      "           -7.2463e-03, -5.1660e-03],\n",
      "          [ 1.6609e-02,  5.9053e-03, -1.4245e-02,  ...,  1.1671e-02,\n",
      "           -6.2531e-03,  9.6802e-03],\n",
      "          [-3.1296e-03,  5.8813e-03,  1.1312e-04,  ...,  4.3170e-03,\n",
      "           -1.0448e-02, -9.1861e-03],\n",
      "          ...,\n",
      "          [ 2.1942e-03, -2.8387e-03, -2.1043e-03,  ...,  2.1511e-02,\n",
      "            8.5633e-03,  8.8696e-04],\n",
      "          [-3.7388e-03, -4.6704e-03, -7.8261e-03,  ..., -8.2881e-03,\n",
      "           -6.5771e-03,  1.5542e-02],\n",
      "          [-2.4235e-03, -6.4618e-03, -1.1909e-02,  ...,  5.6040e-03,\n",
      "            1.4728e-02,  9.5430e-04]],\n",
      "\n",
      "         [[ 8.0685e-03, -7.8223e-03, -6.4423e-03,  ..., -1.0483e-02,\n",
      "            1.1497e-02, -2.1863e-03],\n",
      "          [ 6.4799e-03, -1.7245e-03, -3.5859e-03,  ...,  1.3431e-02,\n",
      "            1.0013e-03,  9.9921e-03],\n",
      "          [-1.1261e-02, -7.6617e-03, -1.0329e-02,  ...,  4.7685e-03,\n",
      "           -1.6121e-02, -1.7375e-02],\n",
      "          ...,\n",
      "          [ 3.3817e-03,  3.7646e-03, -6.8659e-03,  ...,  1.1676e-03,\n",
      "            7.2169e-03, -3.1881e-03],\n",
      "          [ 1.7117e-02, -3.3657e-03,  6.6992e-03,  ..., -1.0198e-02,\n",
      "            7.7297e-03, -1.4300e-02],\n",
      "          [ 3.1183e-03,  1.3137e-02,  1.2272e-02,  ...,  1.1462e-04,\n",
      "           -1.2179e-02,  1.6867e-02]],\n",
      "\n",
      "         [[ 7.0193e-03,  7.6323e-03, -2.7035e-04,  ...,  1.2264e-02,\n",
      "            2.6646e-02,  1.0058e-02],\n",
      "          [-7.5558e-03, -4.9665e-03, -1.2979e-02,  ...,  4.4323e-03,\n",
      "           -2.2391e-02, -1.5960e-02],\n",
      "          [-2.5209e-03, -6.2842e-03, -1.1025e-02,  ..., -3.4358e-03,\n",
      "           -1.3431e-02, -3.2455e-03],\n",
      "          ...,\n",
      "          [-8.3884e-03,  1.1920e-02,  1.3481e-03,  ..., -2.3851e-02,\n",
      "            1.6753e-03,  1.1099e-02],\n",
      "          [ 1.4067e-02,  4.1073e-03,  1.1830e-02,  ..., -2.2341e-03,\n",
      "           -6.5088e-03,  1.5317e-03],\n",
      "          [-1.7962e-02, -1.4103e-02,  5.3490e-03,  ...,  1.0989e-03,\n",
      "           -5.0809e-03, -1.2615e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.5325e-03, -3.5521e-03, -8.0542e-04,  ...,  3.3888e-03,\n",
      "            9.4865e-03, -6.5669e-03],\n",
      "          [-3.2885e-03, -5.8666e-03,  3.7127e-03,  ...,  6.0846e-03,\n",
      "            1.2009e-02,  1.1334e-03],\n",
      "          [-3.9906e-03, -1.0868e-02,  1.9412e-02,  ..., -9.7474e-03,\n",
      "           -7.5370e-03, -1.1047e-02],\n",
      "          ...,\n",
      "          [-2.3865e-02, -4.1827e-03, -5.3517e-03,  ...,  1.0764e-02,\n",
      "            8.4013e-03,  1.7247e-02],\n",
      "          [ 2.8017e-03,  3.9657e-04, -1.6806e-02,  ..., -3.4117e-03,\n",
      "           -5.7045e-03, -1.4725e-02],\n",
      "          [-4.7683e-03, -1.2512e-02,  6.9510e-03,  ..., -1.5670e-03,\n",
      "           -1.0855e-02, -6.3312e-03]],\n",
      "\n",
      "         [[-9.1401e-03, -1.7920e-03,  1.3588e-03,  ..., -1.6488e-02,\n",
      "            2.6907e-04, -3.0017e-03],\n",
      "          [-8.9131e-03,  1.5771e-02, -9.8790e-03,  ...,  1.5814e-02,\n",
      "            5.4736e-03,  1.2105e-04],\n",
      "          [-1.0152e-02,  2.0206e-03, -1.8290e-02,  ...,  8.9530e-04,\n",
      "            4.0225e-03, -9.0648e-04],\n",
      "          ...,\n",
      "          [-3.9072e-03,  5.0112e-03, -2.1917e-03,  ...,  8.3339e-03,\n",
      "           -1.5067e-02,  1.3510e-02],\n",
      "          [ 3.4719e-04, -2.7313e-04,  8.9380e-03,  ...,  6.5511e-03,\n",
      "            5.0077e-04, -7.3716e-03],\n",
      "          [-4.3409e-03,  1.1818e-02,  1.2639e-03,  ...,  1.7265e-02,\n",
      "            1.0255e-02, -9.4444e-03]],\n",
      "\n",
      "         [[-4.9518e-03, -2.2006e-02, -1.6159e-02,  ..., -1.4048e-02,\n",
      "            8.0919e-03,  1.0233e-02],\n",
      "          [-7.4672e-03,  8.4569e-03,  4.4322e-03,  ...,  1.0354e-02,\n",
      "            2.6028e-03,  1.1822e-03],\n",
      "          [ 2.1410e-02, -3.3127e-03,  1.6107e-02,  ...,  7.1717e-03,\n",
      "            8.8172e-03, -8.8594e-03],\n",
      "          ...,\n",
      "          [ 3.6350e-03,  2.1004e-02,  6.4353e-03,  ..., -3.5215e-03,\n",
      "            8.7668e-05,  1.4812e-02],\n",
      "          [ 2.9707e-03, -4.3979e-03,  1.4612e-02,  ...,  1.7714e-02,\n",
      "            1.3086e-02,  5.0363e-03],\n",
      "          [-1.9431e-02, -8.1573e-03,  8.1450e-05,  ..., -1.2290e-02,\n",
      "           -1.3363e-02, -1.1076e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 6.0630e-03, -8.4447e-03,  5.7861e-03,  ..., -1.2753e-02,\n",
      "           -8.7243e-03, -1.1023e-03],\n",
      "          [ 3.5919e-03,  1.7834e-03,  1.4528e-02,  ..., -3.2723e-03,\n",
      "           -9.0848e-03, -9.9621e-03],\n",
      "          [-1.2256e-02,  1.4710e-02, -2.4447e-03,  ..., -2.7381e-03,\n",
      "            5.6814e-03, -2.6693e-03],\n",
      "          ...,\n",
      "          [-1.3230e-02,  1.4958e-02, -8.6471e-03,  ..., -2.0082e-02,\n",
      "           -5.7286e-03,  6.1138e-03],\n",
      "          [-3.8352e-04, -1.5986e-03, -1.0208e-02,  ...,  9.9579e-03,\n",
      "            3.7968e-03, -1.0220e-02],\n",
      "          [ 2.8443e-03,  2.4503e-03,  8.4287e-03,  ..., -1.0997e-02,\n",
      "           -2.8622e-03,  1.9430e-03]],\n",
      "\n",
      "         [[-6.0138e-03,  1.9913e-02, -1.3685e-02,  ..., -5.5464e-03,\n",
      "            4.0463e-03,  9.8777e-03],\n",
      "          [-1.5679e-02, -1.3607e-02, -1.8115e-02,  ..., -1.2404e-02,\n",
      "            1.5684e-02, -5.5273e-03],\n",
      "          [-1.2040e-02,  1.5746e-03, -8.0758e-03,  ...,  1.9568e-02,\n",
      "            5.5386e-05,  5.1285e-03],\n",
      "          ...,\n",
      "          [-3.3542e-03, -3.9020e-03, -3.2948e-03,  ..., -1.9999e-03,\n",
      "           -3.1602e-03,  3.5720e-04],\n",
      "          [ 2.0452e-03, -5.5477e-03, -6.2886e-03,  ..., -3.8848e-03,\n",
      "           -2.1626e-02, -6.0961e-03],\n",
      "          [ 5.7791e-03, -3.5899e-03, -2.6023e-03,  ..., -1.2766e-02,\n",
      "            1.6896e-02,  2.4920e-03]],\n",
      "\n",
      "         [[ 5.0201e-03, -6.0965e-03,  4.8995e-03,  ..., -8.5382e-03,\n",
      "           -4.6236e-03, -1.4507e-02],\n",
      "          [-1.4566e-02,  1.5644e-03,  8.4586e-03,  ...,  5.3812e-04,\n",
      "            4.2942e-03,  4.5348e-04],\n",
      "          [ 5.0803e-04, -6.5234e-03,  6.8659e-03,  ..., -8.8483e-03,\n",
      "            1.9414e-02, -5.9738e-03],\n",
      "          ...,\n",
      "          [-5.3943e-05,  1.1678e-02,  2.5961e-03,  ..., -1.7193e-03,\n",
      "            1.2041e-02, -1.1323e-02],\n",
      "          [-2.3157e-03,  6.4628e-03,  1.5974e-02,  ...,  8.1865e-04,\n",
      "           -5.5392e-03, -4.5525e-03],\n",
      "          [ 1.3567e-02,  2.3685e-02,  6.3685e-03,  ...,  7.2806e-05,\n",
      "           -1.5916e-02, -5.6873e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.2222e-04, -1.5114e-02, -2.2255e-04,  ..., -5.8613e-03,\n",
      "            7.8156e-03,  7.8121e-03],\n",
      "          [ 1.4758e-02,  1.7749e-05, -4.2160e-03,  ...,  6.2564e-03,\n",
      "           -3.2947e-03, -9.2724e-03],\n",
      "          [ 1.9776e-03,  9.4186e-03, -8.5084e-03,  ..., -7.3426e-03,\n",
      "            7.6346e-03, -2.4018e-04],\n",
      "          ...,\n",
      "          [ 1.3001e-02, -2.9018e-03,  7.5465e-03,  ..., -1.6913e-02,\n",
      "           -3.5407e-04, -8.6829e-04],\n",
      "          [-5.0739e-03, -5.6649e-03, -2.2300e-03,  ...,  1.3663e-02,\n",
      "           -2.5363e-02,  1.4023e-02],\n",
      "          [ 1.8743e-03,  4.0839e-03, -8.2923e-03,  ...,  1.8070e-02,\n",
      "            5.6916e-03, -7.3407e-03]],\n",
      "\n",
      "         [[-5.9948e-03, -6.4801e-03, -5.6073e-03,  ..., -2.5795e-03,\n",
      "           -4.7651e-03,  1.0937e-02],\n",
      "          [-1.0843e-02,  8.5458e-03,  5.9034e-03,  ..., -1.5170e-03,\n",
      "            1.5000e-02,  2.2130e-03],\n",
      "          [-5.9981e-03, -1.6711e-02,  8.9394e-05,  ...,  6.0283e-03,\n",
      "           -1.3590e-02,  6.0993e-03],\n",
      "          ...,\n",
      "          [ 2.5132e-03,  1.2580e-02,  1.4942e-03,  ...,  1.3047e-02,\n",
      "            1.3335e-02,  3.9865e-03],\n",
      "          [ 6.0951e-04,  2.7060e-03,  7.0121e-03,  ..., -9.8300e-04,\n",
      "           -1.4322e-03, -3.3762e-03],\n",
      "          [-8.8237e-03,  4.8987e-04, -1.6149e-02,  ...,  1.3605e-02,\n",
      "           -5.4951e-04,  2.6929e-03]],\n",
      "\n",
      "         [[ 6.6714e-04, -1.4837e-02,  5.4699e-03,  ...,  4.0998e-03,\n",
      "           -8.9848e-03, -2.5330e-02],\n",
      "          [-1.7819e-02,  7.3387e-04, -1.2421e-02,  ...,  6.5132e-03,\n",
      "            1.3579e-02, -2.3270e-02],\n",
      "          [ 1.1278e-02, -1.5792e-02,  9.0982e-04,  ..., -3.0816e-04,\n",
      "           -7.1982e-03, -1.1996e-04],\n",
      "          ...,\n",
      "          [ 5.9587e-03, -1.3316e-03,  1.0598e-02,  ..., -6.3798e-04,\n",
      "            8.6538e-03,  2.7338e-03],\n",
      "          [ 6.3046e-03,  3.4959e-03, -4.9887e-03,  ..., -1.7507e-02,\n",
      "           -9.7835e-03,  2.8126e-03],\n",
      "          [-4.7612e-03,  2.2625e-02, -4.0702e-03,  ...,  5.6471e-03,\n",
      "            1.8262e-03,  1.8881e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-3.6871e-03, -4.9156e-03, -3.2464e-03,  ..., -1.1203e-02,\n",
      "           -5.2656e-05, -4.9817e-03],\n",
      "          [-6.4391e-04, -2.0091e-02,  6.0417e-03,  ..., -1.0093e-02,\n",
      "           -1.3746e-02, -3.6241e-03],\n",
      "          [-7.7797e-03,  2.8965e-03, -7.5463e-03,  ..., -1.3703e-02,\n",
      "           -1.8506e-02,  1.6319e-02],\n",
      "          ...,\n",
      "          [ 3.6496e-03,  6.4330e-03,  2.3535e-02,  ..., -1.3825e-03,\n",
      "            5.3282e-03,  1.2595e-03],\n",
      "          [-7.0134e-03, -1.5328e-02,  5.0792e-03,  ...,  6.4560e-03,\n",
      "           -1.2815e-03, -6.6029e-03],\n",
      "          [ 7.1088e-03, -9.3725e-03, -1.0311e-02,  ...,  9.9866e-03,\n",
      "           -1.6767e-02, -1.8285e-02]],\n",
      "\n",
      "         [[ 1.9465e-02,  1.9007e-02,  2.0352e-03,  ...,  4.8786e-03,\n",
      "            4.5358e-03,  1.4801e-02],\n",
      "          [-3.9712e-03,  9.9405e-03,  3.1808e-03,  ..., -4.3775e-03,\n",
      "           -1.7324e-03, -1.3945e-04],\n",
      "          [ 1.0923e-02, -1.2445e-02,  5.4071e-03,  ..., -6.3734e-03,\n",
      "           -1.1685e-02, -4.7046e-03],\n",
      "          ...,\n",
      "          [-1.1479e-02,  1.4524e-03,  7.1167e-03,  ..., -2.0201e-02,\n",
      "            2.2107e-02, -3.5526e-03],\n",
      "          [-4.2970e-03,  4.3688e-03, -6.7364e-03,  ..., -2.8802e-03,\n",
      "           -6.0547e-03,  1.2554e-02],\n",
      "          [-1.6068e-02, -3.4010e-03,  9.1116e-03,  ..., -7.2945e-04,\n",
      "           -3.1098e-03, -7.2461e-03]],\n",
      "\n",
      "         [[ 1.3985e-02,  3.4858e-03,  9.5706e-03,  ..., -8.1504e-03,\n",
      "           -6.6272e-03,  3.8542e-03],\n",
      "          [ 8.4057e-03,  4.6042e-03, -1.7797e-02,  ...,  4.1378e-03,\n",
      "            3.3730e-03,  2.7249e-03],\n",
      "          [-1.7778e-02, -5.5955e-04,  6.9566e-03,  ...,  4.0073e-03,\n",
      "           -9.5168e-04, -3.5372e-03],\n",
      "          ...,\n",
      "          [ 1.1784e-02, -1.2407e-02,  6.2027e-03,  ..., -5.6650e-03,\n",
      "           -3.4159e-03, -8.1679e-03],\n",
      "          [ 5.1058e-05, -3.8599e-03,  1.0073e-02,  ..., -1.0594e-03,\n",
      "            1.6595e-02, -1.1588e-02],\n",
      "          [-1.1475e-02, -3.8489e-04,  1.8657e-02,  ...,  1.1965e-02,\n",
      "            2.9946e-04,  2.9116e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.4101e-03, -2.1918e-03,  4.9694e-03,  ..., -9.8994e-04,\n",
      "           -2.4187e-03, -1.7949e-02],\n",
      "          [-1.6206e-02, -6.0418e-04, -1.2101e-02,  ...,  1.1983e-02,\n",
      "           -6.3913e-03,  4.1999e-03],\n",
      "          [-1.5486e-03,  1.2987e-02, -1.3216e-02,  ...,  5.0177e-05,\n",
      "            4.5217e-03,  3.3517e-03],\n",
      "          ...,\n",
      "          [ 2.3266e-03, -3.4612e-05,  6.4279e-03,  ...,  3.3878e-03,\n",
      "            1.1557e-02,  2.7836e-02],\n",
      "          [-9.7428e-03,  4.8720e-06, -8.2411e-03,  ..., -1.6420e-02,\n",
      "            2.1692e-03,  4.4592e-04],\n",
      "          [ 1.8939e-04,  3.4605e-03,  9.5190e-03,  ..., -1.4729e-04,\n",
      "            1.9706e-03, -3.3626e-03]],\n",
      "\n",
      "         [[-5.8731e-03, -1.7289e-03,  1.0342e-02,  ...,  1.8693e-02,\n",
      "            6.6530e-03, -4.2010e-03],\n",
      "          [ 8.9773e-03,  1.1082e-02,  6.2681e-03,  ...,  1.2408e-02,\n",
      "           -2.3214e-03,  7.8919e-03],\n",
      "          [ 1.6570e-03, -9.5752e-03, -1.5553e-02,  ..., -9.5349e-03,\n",
      "            1.3227e-02, -7.5062e-03],\n",
      "          ...,\n",
      "          [ 1.3427e-02, -1.1272e-02, -1.3422e-03,  ..., -5.2104e-04,\n",
      "           -8.0066e-03, -2.3780e-03],\n",
      "          [ 2.6453e-03, -2.1023e-03,  2.8366e-03,  ...,  1.3954e-02,\n",
      "           -7.1063e-03, -2.0245e-02],\n",
      "          [-8.3392e-03, -5.8228e-03, -7.5728e-03,  ..., -6.6531e-03,\n",
      "           -1.4579e-02, -1.6176e-02]],\n",
      "\n",
      "         [[ 1.5240e-02,  1.4659e-02,  1.5261e-02,  ..., -1.9230e-02,\n",
      "           -4.0172e-03,  4.6904e-03],\n",
      "          [ 4.5684e-03, -8.9061e-03, -9.3966e-03,  ..., -1.7040e-02,\n",
      "            2.7457e-03,  6.7952e-03],\n",
      "          [ 2.4506e-02, -6.0281e-04,  2.9089e-03,  ..., -2.9489e-03,\n",
      "            6.7992e-05, -8.0474e-03],\n",
      "          ...,\n",
      "          [-1.3543e-02, -5.0034e-03, -1.0337e-03,  ..., -5.0598e-03,\n",
      "           -5.1876e-03,  4.5216e-03],\n",
      "          [ 9.0736e-03, -6.4983e-04, -1.2923e-02,  ..., -2.9463e-03,\n",
      "           -2.5581e-04, -1.0597e-02],\n",
      "          [-1.0505e-02, -1.1924e-02, -1.5075e-02,  ..., -1.2105e-02,\n",
      "            4.3644e-03, -1.3699e-03]]],\n",
      "\n",
      "\n",
      "        [[[-7.8545e-03,  9.6686e-03, -9.1241e-03,  ...,  1.2283e-03,\n",
      "           -1.2001e-02,  3.1596e-03],\n",
      "          [-2.5732e-02, -8.9947e-03,  1.7090e-02,  ...,  5.8954e-03,\n",
      "            5.6485e-05, -6.1471e-03],\n",
      "          [ 1.1222e-02,  6.9768e-03,  1.3764e-03,  ..., -1.8565e-02,\n",
      "            1.2796e-02, -1.4882e-02],\n",
      "          ...,\n",
      "          [-1.1559e-02,  7.1637e-03, -1.0433e-02,  ...,  2.2552e-02,\n",
      "            1.0794e-02, -8.4694e-04],\n",
      "          [-1.2035e-03, -1.0488e-03, -1.4193e-02,  ..., -8.9238e-03,\n",
      "           -3.8065e-03,  2.1728e-02],\n",
      "          [-1.5349e-02, -3.5370e-03,  1.2703e-02,  ...,  1.3006e-03,\n",
      "           -1.6442e-02,  1.3756e-02]],\n",
      "\n",
      "         [[-4.1419e-03,  1.7076e-03, -3.2208e-03,  ..., -3.6242e-04,\n",
      "           -3.9790e-03, -1.2597e-02],\n",
      "          [ 1.0295e-02, -2.0843e-02,  2.1842e-02,  ...,  1.8654e-02,\n",
      "           -2.8497e-04,  5.8413e-03],\n",
      "          [-4.8922e-03,  2.2695e-03,  6.4118e-03,  ...,  2.3370e-03,\n",
      "            9.7231e-03, -2.7964e-02],\n",
      "          ...,\n",
      "          [ 1.1780e-02, -1.5137e-02,  1.7501e-02,  ...,  1.2555e-02,\n",
      "            2.4052e-02,  1.9897e-02],\n",
      "          [-1.7192e-02,  4.9569e-03,  9.3161e-03,  ..., -1.1439e-02,\n",
      "            9.1851e-03,  1.5706e-02],\n",
      "          [ 9.4819e-03, -4.5389e-03, -2.1113e-03,  ...,  4.6070e-03,\n",
      "            2.7062e-03,  1.4179e-02]],\n",
      "\n",
      "         [[-1.3470e-03,  1.2161e-02, -1.2953e-02,  ...,  1.1914e-02,\n",
      "           -1.8208e-02, -3.6573e-03],\n",
      "          [-5.1941e-03, -6.8153e-04,  1.7606e-02,  ...,  4.0715e-03,\n",
      "           -3.8616e-03,  2.4651e-03],\n",
      "          [ 6.5372e-03, -1.8384e-02, -1.2500e-02,  ..., -6.8339e-03,\n",
      "            1.9318e-02,  3.4408e-03],\n",
      "          ...,\n",
      "          [ 1.9923e-02, -1.4463e-02,  1.8914e-03,  ..., -1.3482e-02,\n",
      "           -9.5890e-04, -4.4723e-03],\n",
      "          [-8.4622e-03, -9.9017e-03,  5.0110e-03,  ...,  4.5247e-03,\n",
      "            8.1041e-03,  1.4287e-02],\n",
      "          [-4.9108e-03,  5.9210e-03, -5.2782e-03,  ..., -1.2267e-02,\n",
      "           -1.3206e-02, -5.7753e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.3059e-03, -4.9341e-03, -1.9100e-03,  ..., -2.4187e-02,\n",
      "            3.4877e-03,  1.6909e-02],\n",
      "          [ 1.1955e-02,  1.4607e-02,  4.4953e-03,  ..., -1.2842e-02,\n",
      "           -1.0826e-02,  1.8947e-02],\n",
      "          [ 6.8383e-04, -1.6477e-04,  1.6578e-02,  ...,  5.9080e-05,\n",
      "            1.3165e-02,  2.8614e-03],\n",
      "          ...,\n",
      "          [ 8.7186e-03,  7.4153e-03,  5.6295e-03,  ..., -5.6890e-03,\n",
      "            4.9601e-03, -1.4182e-02],\n",
      "          [-1.4213e-03, -1.2613e-02, -8.2732e-03,  ...,  3.6286e-03,\n",
      "           -4.8627e-03, -2.8102e-03],\n",
      "          [-3.2576e-03,  1.3281e-02, -1.2129e-02,  ..., -9.3617e-03,\n",
      "            1.1475e-02,  6.0647e-03]],\n",
      "\n",
      "         [[-4.1359e-03, -6.4581e-03, -1.6065e-02,  ...,  5.0039e-03,\n",
      "            2.5649e-03, -1.4104e-02],\n",
      "          [ 5.9253e-04,  8.0190e-03, -1.0732e-02,  ...,  6.4334e-03,\n",
      "           -1.0539e-03,  1.1503e-02],\n",
      "          [-6.3255e-03, -1.9525e-02, -7.8795e-03,  ..., -3.0156e-03,\n",
      "            1.0269e-02,  1.2717e-02],\n",
      "          ...,\n",
      "          [-4.8708e-04, -4.3573e-03, -6.0079e-03,  ...,  2.4255e-03,\n",
      "            2.3632e-03,  1.1623e-03],\n",
      "          [ 3.6772e-03, -4.3483e-04,  3.5936e-03,  ..., -4.2116e-03,\n",
      "            1.3412e-02,  4.3866e-03],\n",
      "          [ 3.3113e-03, -3.9494e-03, -4.8055e-03,  ..., -1.6233e-02,\n",
      "            4.0320e-03,  3.8571e-03]],\n",
      "\n",
      "         [[ 1.6415e-03, -1.0382e-02,  8.1658e-03,  ...,  3.5281e-03,\n",
      "            1.1441e-02,  5.9688e-04],\n",
      "          [-4.7603e-04, -1.6811e-02, -6.3959e-03,  ...,  1.0434e-02,\n",
      "           -6.0592e-04, -1.8825e-02],\n",
      "          [ 1.1560e-02,  1.5345e-02,  1.4386e-02,  ...,  2.5325e-04,\n",
      "           -7.2144e-03,  1.0831e-02],\n",
      "          ...,\n",
      "          [-3.2243e-03,  8.6421e-03,  2.3304e-03,  ..., -7.9932e-03,\n",
      "            1.7048e-02,  5.9470e-03],\n",
      "          [-9.5841e-04, -1.1317e-02,  2.0209e-03,  ..., -1.1461e-02,\n",
      "            5.4989e-03, -5.1047e-03],\n",
      "          [ 2.6463e-02,  6.7964e-03, -1.2681e-02,  ..., -1.4763e-02,\n",
      "           -1.9435e-03, -1.0104e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.2956e-03,  9.1607e-03,  1.9732e-03,  ...,  6.1736e-03,\n",
      "           -2.2241e-03,  1.5137e-03],\n",
      "          [ 5.5855e-03, -4.7176e-04, -5.0239e-03,  ...,  1.8323e-02,\n",
      "           -1.0395e-03, -5.0729e-03],\n",
      "          [ 9.4378e-03,  6.8715e-03,  9.3515e-03,  ..., -1.9339e-03,\n",
      "           -1.9370e-02,  1.5555e-02],\n",
      "          ...,\n",
      "          [ 5.3697e-03,  8.5146e-03,  1.1699e-02,  ...,  1.1706e-02,\n",
      "           -4.0805e-03,  2.4623e-03],\n",
      "          [-7.9027e-03,  1.0727e-02, -3.3936e-03,  ..., -6.3158e-03,\n",
      "           -1.2292e-02,  7.6987e-03],\n",
      "          [ 1.0671e-02,  1.9456e-03,  9.9605e-06,  ..., -1.3970e-03,\n",
      "           -1.2424e-04, -4.1766e-03]],\n",
      "\n",
      "         [[ 5.4276e-03, -3.7112e-03, -1.0512e-02,  ...,  8.8335e-03,\n",
      "            2.7658e-03, -9.7278e-03],\n",
      "          [ 6.3496e-03, -1.7845e-02,  1.3195e-02,  ...,  1.3701e-02,\n",
      "            1.2684e-02,  4.2548e-03],\n",
      "          [ 2.9917e-03, -6.6961e-03, -5.1084e-03,  ..., -6.7170e-03,\n",
      "           -2.5194e-03, -1.8422e-02],\n",
      "          ...,\n",
      "          [-8.7381e-03, -5.4071e-03, -1.3419e-02,  ..., -5.2231e-03,\n",
      "            3.9988e-03, -4.8472e-03],\n",
      "          [-6.8480e-05, -2.9671e-03, -2.7000e-03,  ..., -6.6295e-03,\n",
      "            1.5106e-02, -1.1572e-03],\n",
      "          [ 6.8763e-04, -2.3197e-02,  3.7401e-03,  ..., -3.0855e-03,\n",
      "           -4.6673e-03, -1.7315e-03]],\n",
      "\n",
      "         [[-1.0220e-02, -4.7932e-03, -1.3449e-02,  ..., -5.2012e-03,\n",
      "            1.0510e-02, -4.3618e-03],\n",
      "          [-7.5076e-03, -4.2382e-03,  5.8101e-03,  ...,  3.6465e-03,\n",
      "           -1.5659e-02, -1.4775e-02],\n",
      "          [-1.2063e-02,  1.2661e-03,  1.5771e-02,  ..., -1.7656e-02,\n",
      "            2.2610e-03,  3.5654e-03],\n",
      "          ...,\n",
      "          [ 1.6351e-03, -2.2563e-03, -3.0622e-03,  ..., -5.8624e-03,\n",
      "           -1.9442e-02, -3.5533e-03],\n",
      "          [ 8.7041e-03, -7.2133e-03,  8.1520e-03,  ..., -1.1652e-03,\n",
      "           -7.0397e-03,  1.3027e-02],\n",
      "          [-1.1218e-02, -8.2251e-04,  1.7518e-02,  ...,  3.2708e-03,\n",
      "            5.0419e-04, -1.4331e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 7.4514e-03,  5.8897e-03,  1.5448e-02,  ...,  1.7261e-02,\n",
      "            1.0333e-02,  4.0326e-03],\n",
      "          [-4.6051e-03, -1.6143e-03,  5.4569e-03,  ...,  7.0868e-03,\n",
      "           -1.5953e-04, -6.7924e-03],\n",
      "          [ 1.0056e-02, -1.0935e-03,  2.0740e-02,  ..., -5.4491e-03,\n",
      "            3.5697e-03, -9.6688e-03],\n",
      "          ...,\n",
      "          [-5.9735e-03, -2.4165e-03, -8.1450e-03,  ..., -2.5487e-02,\n",
      "            3.1295e-03,  5.4614e-03],\n",
      "          [ 1.4236e-02, -1.4014e-02,  1.2773e-03,  ...,  6.8220e-03,\n",
      "            4.9896e-03, -7.9547e-03],\n",
      "          [ 2.4517e-03,  1.7309e-03,  4.4358e-03,  ...,  4.0536e-03,\n",
      "            1.1248e-02,  5.0490e-03]],\n",
      "\n",
      "         [[-2.9246e-02,  1.3742e-02,  2.2278e-03,  ...,  1.3067e-02,\n",
      "           -1.0198e-02, -1.9237e-03],\n",
      "          [-1.5923e-02, -1.1699e-03,  2.2993e-03,  ..., -1.4897e-02,\n",
      "           -1.2652e-02,  7.3050e-04],\n",
      "          [ 4.9916e-03,  6.8844e-03, -1.6476e-02,  ...,  5.1805e-03,\n",
      "           -2.1270e-02,  1.2339e-04],\n",
      "          ...,\n",
      "          [-6.2337e-05,  5.8837e-03,  1.3327e-02,  ..., -9.1970e-03,\n",
      "            1.0595e-02, -8.2640e-04],\n",
      "          [ 2.1577e-03, -2.5361e-03, -7.7615e-03,  ..., -7.0000e-03,\n",
      "           -1.3492e-02,  2.5376e-02],\n",
      "          [ 2.0935e-03,  1.3444e-02,  9.2011e-03,  ..., -3.1432e-04,\n",
      "           -2.8146e-04, -3.8711e-04]],\n",
      "\n",
      "         [[ 8.6839e-03,  4.6054e-03, -7.8924e-04,  ...,  1.6712e-02,\n",
      "           -2.0131e-02, -1.1216e-02],\n",
      "          [ 1.1210e-02, -1.1181e-02,  1.1683e-02,  ...,  4.4162e-03,\n",
      "            3.1253e-03, -1.3542e-02],\n",
      "          [-1.2313e-02,  4.1450e-03,  1.1551e-02,  ...,  2.2610e-02,\n",
      "           -7.0160e-03,  3.0032e-03],\n",
      "          ...,\n",
      "          [-1.5097e-02, -2.5060e-03,  8.5315e-03,  ..., -1.1296e-02,\n",
      "            4.7740e-03, -2.0121e-03],\n",
      "          [-3.1155e-03, -1.0008e-03, -2.5911e-03,  ..., -1.4237e-03,\n",
      "           -2.0139e-02,  8.9791e-04],\n",
      "          [-8.5311e-03,  8.8639e-03, -1.3262e-02,  ..., -4.6865e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           -1.9754e-02,  1.1823e-02]]]])\n",
      "v.copy tensor([[[[-6.6228e-03, -1.0156e-02, -2.3224e-02,  ..., -1.3423e-02,\n",
      "            6.6050e-03, -9.2177e-03],\n",
      "          [-9.0909e-03, -7.9160e-04,  6.4829e-03,  ..., -1.5721e-02,\n",
      "           -3.1790e-03,  1.7060e-03],\n",
      "          [-1.1913e-02,  6.8068e-03,  2.8256e-02,  ..., -1.3133e-02,\n",
      "           -7.8125e-03,  5.3513e-03],\n",
      "          ...,\n",
      "          [-1.6956e-02, -1.2245e-02, -4.4891e-03,  ...,  1.2475e-03,\n",
      "           -3.5578e-03, -1.0569e-03],\n",
      "          [ 1.8530e-02,  4.3728e-03,  1.3011e-02,  ...,  3.2458e-03,\n",
      "           -9.6547e-03, -1.9033e-03],\n",
      "          [-3.3343e-03, -5.4676e-03,  9.3712e-03,  ...,  1.2798e-02,\n",
      "           -1.4870e-03,  7.7016e-03]],\n",
      "\n",
      "         [[ 7.7416e-03,  2.1304e-03, -3.7806e-03,  ...,  1.0370e-03,\n",
      "            1.5250e-02,  2.0375e-02],\n",
      "          [-3.2157e-03,  7.5416e-03, -6.2865e-03,  ...,  2.0588e-03,\n",
      "           -5.2586e-04,  6.1075e-03],\n",
      "          [ 1.5318e-02, -8.2737e-03, -3.6648e-03,  ...,  6.2407e-03,\n",
      "           -1.2751e-02,  8.5017e-03],\n",
      "          ...,\n",
      "          [-3.2575e-02, -4.6964e-04,  9.2240e-03,  ...,  5.6325e-04,\n",
      "            7.3740e-03,  5.5400e-04],\n",
      "          [-2.7510e-03, -7.8546e-03,  7.3793e-03,  ...,  2.3060e-03,\n",
      "           -5.1418e-03,  3.1950e-02],\n",
      "          [-8.0809e-03,  1.0385e-02, -2.1625e-02,  ..., -1.3461e-03,\n",
      "            1.4557e-02, -1.1124e-02]],\n",
      "\n",
      "         [[-9.5953e-03, -3.7944e-03,  4.2280e-03,  ...,  1.0591e-03,\n",
      "           -3.8168e-03, -5.0483e-03],\n",
      "          [-2.2056e-02, -8.9610e-04, -1.0242e-02,  ..., -3.6331e-03,\n",
      "            2.3599e-03, -5.1567e-03],\n",
      "          [-1.4813e-02, -8.3473e-03, -2.0238e-02,  ..., -1.3593e-03,\n",
      "           -4.1977e-03,  2.7124e-03],\n",
      "          ...,\n",
      "          [ 9.7230e-03, -2.6580e-03, -1.2805e-02,  ..., -1.9402e-03,\n",
      "           -5.6161e-03, -1.6937e-02],\n",
      "          [-2.0553e-03,  8.8760e-03, -5.7519e-03,  ..., -6.6285e-03,\n",
      "           -1.0798e-02,  3.9617e-03],\n",
      "          [-4.9960e-03, -1.3364e-02, -7.9105e-03,  ..., -1.3172e-02,\n",
      "           -3.8579e-03,  1.6964e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.4257e-03, -5.7993e-03, -1.8151e-03,  ...,  1.3144e-02,\n",
      "           -3.4766e-03,  4.8412e-03],\n",
      "          [ 1.6751e-03,  4.3706e-03,  7.9787e-03,  ..., -7.6775e-03,\n",
      "           -3.0899e-03,  2.2657e-03],\n",
      "          [-1.2376e-02,  1.6481e-02,  8.1163e-03,  ...,  1.1360e-02,\n",
      "           -8.9311e-03,  3.9353e-03],\n",
      "          ...,\n",
      "          [ 4.9453e-03,  1.0324e-03, -9.1123e-03,  ..., -5.0343e-04,\n",
      "           -1.3224e-02,  5.3506e-03],\n",
      "          [-2.1801e-02,  1.3979e-02,  2.9206e-03,  ...,  1.5222e-02,\n",
      "           -1.2313e-02,  8.8376e-04],\n",
      "          [-1.4637e-02, -1.7779e-03, -4.3592e-03,  ..., -1.0348e-02,\n",
      "           -8.1171e-03, -1.3397e-02]],\n",
      "\n",
      "         [[ 4.0417e-03, -3.5643e-03, -5.8124e-03,  ...,  1.4713e-02,\n",
      "            2.6170e-03,  6.2525e-03],\n",
      "          [ 5.0661e-03,  1.0987e-02, -4.9145e-03,  ..., -6.4567e-03,\n",
      "            1.0533e-02,  2.5024e-03],\n",
      "          [ 5.8470e-03,  8.3736e-03, -6.7630e-03,  ..., -1.7838e-03,\n",
      "           -9.1093e-03, -6.1695e-03],\n",
      "          ...,\n",
      "          [ 2.2840e-03, -5.1939e-03, -5.4048e-03,  ..., -5.3552e-03,\n",
      "           -3.6124e-03, -6.2235e-03],\n",
      "          [ 4.4071e-03, -9.8965e-03, -1.6640e-02,  ...,  1.4278e-02,\n",
      "           -2.2888e-03, -4.3816e-03],\n",
      "          [ 1.5881e-03, -2.2270e-02,  1.5336e-02,  ..., -1.5326e-02,\n",
      "            2.8932e-02,  9.1657e-03]],\n",
      "\n",
      "         [[ 4.1748e-03, -2.0814e-02, -1.7745e-02,  ..., -1.0676e-02,\n",
      "            2.9776e-02,  6.7377e-05],\n",
      "          [ 1.1016e-02,  3.9738e-03, -3.4591e-03,  ...,  9.7640e-04,\n",
      "           -6.1720e-03,  1.9159e-04],\n",
      "          [ 4.7941e-03, -4.0708e-03, -1.3597e-02,  ..., -1.4585e-02,\n",
      "            4.9250e-03, -6.6694e-03],\n",
      "          ...,\n",
      "          [ 1.8786e-02, -1.4873e-02, -4.1167e-03,  ...,  1.3744e-02,\n",
      "           -1.4750e-03,  1.7912e-02],\n",
      "          [ 5.7693e-03, -3.9168e-03,  1.2367e-02,  ..., -8.4113e-03,\n",
      "           -1.0355e-02,  2.0322e-02],\n",
      "          [-1.7581e-02,  3.8286e-03, -8.3993e-03,  ...,  1.2962e-02,\n",
      "           -3.9072e-03,  7.7349e-04]]],\n",
      "\n",
      "\n",
      "        [[[-7.9118e-04,  9.2120e-03,  7.8494e-03,  ...,  1.5942e-02,\n",
      "           -7.2463e-03, -5.1660e-03],\n",
      "          [ 1.6609e-02,  5.9053e-03, -1.4245e-02,  ...,  1.1671e-02,\n",
      "           -6.2531e-03,  9.6802e-03],\n",
      "          [-3.1296e-03,  5.8813e-03,  1.1312e-04,  ...,  4.3170e-03,\n",
      "           -1.0448e-02, -9.1861e-03],\n",
      "          ...,\n",
      "          [ 2.1942e-03, -2.8387e-03, -2.1043e-03,  ...,  2.1511e-02,\n",
      "            8.5633e-03,  8.8696e-04],\n",
      "          [-3.7388e-03, -4.6704e-03, -7.8261e-03,  ..., -8.2881e-03,\n",
      "           -6.5771e-03,  1.5542e-02],\n",
      "          [-2.4235e-03, -6.4618e-03, -1.1909e-02,  ...,  5.6040e-03,\n",
      "            1.4728e-02,  9.5430e-04]],\n",
      "\n",
      "         [[ 8.0685e-03, -7.8223e-03, -6.4423e-03,  ..., -1.0483e-02,\n",
      "            1.1497e-02, -2.1863e-03],\n",
      "          [ 6.4799e-03, -1.7245e-03, -3.5859e-03,  ...,  1.3431e-02,\n",
      "            1.0013e-03,  9.9921e-03],\n",
      "          [-1.1261e-02, -7.6617e-03, -1.0329e-02,  ...,  4.7685e-03,\n",
      "           -1.6121e-02, -1.7375e-02],\n",
      "          ...,\n",
      "          [ 3.3817e-03,  3.7646e-03, -6.8659e-03,  ...,  1.1676e-03,\n",
      "            7.2169e-03, -3.1881e-03],\n",
      "          [ 1.7117e-02, -3.3657e-03,  6.6992e-03,  ..., -1.0198e-02,\n",
      "            7.7297e-03, -1.4300e-02],\n",
      "          [ 3.1183e-03,  1.3137e-02,  1.2272e-02,  ...,  1.1462e-04,\n",
      "           -1.2179e-02,  1.6867e-02]],\n",
      "\n",
      "         [[ 7.0193e-03,  7.6323e-03, -2.7035e-04,  ...,  1.2264e-02,\n",
      "            2.6646e-02,  1.0058e-02],\n",
      "          [-7.5558e-03, -4.9665e-03, -1.2979e-02,  ...,  4.4323e-03,\n",
      "           -2.2391e-02, -1.5960e-02],\n",
      "          [-2.5209e-03, -6.2842e-03, -1.1025e-02,  ..., -3.4358e-03,\n",
      "           -1.3431e-02, -3.2455e-03],\n",
      "          ...,\n",
      "          [-8.3884e-03,  1.1920e-02,  1.3481e-03,  ..., -2.3851e-02,\n",
      "            1.6753e-03,  1.1099e-02],\n",
      "          [ 1.4067e-02,  4.1073e-03,  1.1830e-02,  ..., -2.2341e-03,\n",
      "           -6.5088e-03,  1.5317e-03],\n",
      "          [-1.7962e-02, -1.4103e-02,  5.3490e-03,  ...,  1.0989e-03,\n",
      "           -5.0809e-03, -1.2615e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.5325e-03, -3.5521e-03, -8.0542e-04,  ...,  3.3888e-03,\n",
      "            9.4865e-03, -6.5669e-03],\n",
      "          [-3.2885e-03, -5.8666e-03,  3.7127e-03,  ...,  6.0846e-03,\n",
      "            1.2009e-02,  1.1334e-03],\n",
      "          [-3.9906e-03, -1.0868e-02,  1.9412e-02,  ..., -9.7474e-03,\n",
      "           -7.5370e-03, -1.1047e-02],\n",
      "          ...,\n",
      "          [-2.3865e-02, -4.1827e-03, -5.3517e-03,  ...,  1.0764e-02,\n",
      "            8.4013e-03,  1.7247e-02],\n",
      "          [ 2.8017e-03,  3.9657e-04, -1.6806e-02,  ..., -3.4117e-03,\n",
      "           -5.7045e-03, -1.4725e-02],\n",
      "          [-4.7683e-03, -1.2512e-02,  6.9510e-03,  ..., -1.5670e-03,\n",
      "           -1.0855e-02, -6.3312e-03]],\n",
      "\n",
      "         [[-9.1401e-03, -1.7920e-03,  1.3588e-03,  ..., -1.6488e-02,\n",
      "            2.6907e-04, -3.0017e-03],\n",
      "          [-8.9131e-03,  1.5771e-02, -9.8790e-03,  ...,  1.5814e-02,\n",
      "            5.4736e-03,  1.2105e-04],\n",
      "          [-1.0152e-02,  2.0206e-03, -1.8290e-02,  ...,  8.9530e-04,\n",
      "            4.0225e-03, -9.0648e-04],\n",
      "          ...,\n",
      "          [-3.9072e-03,  5.0112e-03, -2.1917e-03,  ...,  8.3339e-03,\n",
      "           -1.5067e-02,  1.3510e-02],\n",
      "          [ 3.4719e-04, -2.7313e-04,  8.9380e-03,  ...,  6.5511e-03,\n",
      "            5.0077e-04, -7.3716e-03],\n",
      "          [-4.3409e-03,  1.1818e-02,  1.2639e-03,  ...,  1.7265e-02,\n",
      "            1.0255e-02, -9.4444e-03]],\n",
      "\n",
      "         [[-4.9518e-03, -2.2006e-02, -1.6159e-02,  ..., -1.4048e-02,\n",
      "            8.0919e-03,  1.0233e-02],\n",
      "          [-7.4672e-03,  8.4569e-03,  4.4322e-03,  ...,  1.0354e-02,\n",
      "            2.6028e-03,  1.1822e-03],\n",
      "          [ 2.1410e-02, -3.3127e-03,  1.6107e-02,  ...,  7.1717e-03,\n",
      "            8.8172e-03, -8.8594e-03],\n",
      "          ...,\n",
      "          [ 3.6350e-03,  2.1004e-02,  6.4353e-03,  ..., -3.5215e-03,\n",
      "            8.7668e-05,  1.4812e-02],\n",
      "          [ 2.9707e-03, -4.3979e-03,  1.4612e-02,  ...,  1.7714e-02,\n",
      "            1.3086e-02,  5.0363e-03],\n",
      "          [-1.9431e-02, -8.1573e-03,  8.1450e-05,  ..., -1.2290e-02,\n",
      "           -1.3363e-02, -1.1076e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 6.0630e-03, -8.4447e-03,  5.7861e-03,  ..., -1.2753e-02,\n",
      "           -8.7243e-03, -1.1023e-03],\n",
      "          [ 3.5919e-03,  1.7834e-03,  1.4528e-02,  ..., -3.2723e-03,\n",
      "           -9.0848e-03, -9.9621e-03],\n",
      "          [-1.2256e-02,  1.4710e-02, -2.4447e-03,  ..., -2.7381e-03,\n",
      "            5.6814e-03, -2.6693e-03],\n",
      "          ...,\n",
      "          [-1.3230e-02,  1.4958e-02, -8.6471e-03,  ..., -2.0082e-02,\n",
      "           -5.7286e-03,  6.1138e-03],\n",
      "          [-3.8352e-04, -1.5986e-03, -1.0208e-02,  ...,  9.9579e-03,\n",
      "            3.7968e-03, -1.0220e-02],\n",
      "          [ 2.8443e-03,  2.4503e-03,  8.4287e-03,  ..., -1.0997e-02,\n",
      "           -2.8622e-03,  1.9430e-03]],\n",
      "\n",
      "         [[-6.0138e-03,  1.9913e-02, -1.3685e-02,  ..., -5.5464e-03,\n",
      "            4.0463e-03,  9.8777e-03],\n",
      "          [-1.5679e-02, -1.3607e-02, -1.8115e-02,  ..., -1.2404e-02,\n",
      "            1.5684e-02, -5.5273e-03],\n",
      "          [-1.2040e-02,  1.5746e-03, -8.0758e-03,  ...,  1.9568e-02,\n",
      "            5.5386e-05,  5.1285e-03],\n",
      "          ...,\n",
      "          [-3.3542e-03, -3.9020e-03, -3.2948e-03,  ..., -1.9999e-03,\n",
      "           -3.1602e-03,  3.5720e-04],\n",
      "          [ 2.0452e-03, -5.5477e-03, -6.2886e-03,  ..., -3.8848e-03,\n",
      "           -2.1626e-02, -6.0961e-03],\n",
      "          [ 5.7791e-03, -3.5899e-03, -2.6023e-03,  ..., -1.2766e-02,\n",
      "            1.6896e-02,  2.4920e-03]],\n",
      "\n",
      "         [[ 5.0201e-03, -6.0965e-03,  4.8995e-03,  ..., -8.5382e-03,\n",
      "           -4.6236e-03, -1.4507e-02],\n",
      "          [-1.4566e-02,  1.5644e-03,  8.4586e-03,  ...,  5.3812e-04,\n",
      "            4.2942e-03,  4.5348e-04],\n",
      "          [ 5.0803e-04, -6.5234e-03,  6.8659e-03,  ..., -8.8483e-03,\n",
      "            1.9414e-02, -5.9738e-03],\n",
      "          ...,\n",
      "          [-5.3943e-05,  1.1678e-02,  2.5961e-03,  ..., -1.7193e-03,\n",
      "            1.2041e-02, -1.1323e-02],\n",
      "          [-2.3157e-03,  6.4628e-03,  1.5974e-02,  ...,  8.1865e-04,\n",
      "           -5.5392e-03, -4.5525e-03],\n",
      "          [ 1.3567e-02,  2.3685e-02,  6.3685e-03,  ...,  7.2806e-05,\n",
      "           -1.5916e-02, -5.6873e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.2222e-04, -1.5114e-02, -2.2255e-04,  ..., -5.8613e-03,\n",
      "            7.8156e-03,  7.8121e-03],\n",
      "          [ 1.4758e-02,  1.7749e-05, -4.2160e-03,  ...,  6.2564e-03,\n",
      "           -3.2947e-03, -9.2724e-03],\n",
      "          [ 1.9776e-03,  9.4186e-03, -8.5084e-03,  ..., -7.3426e-03,\n",
      "            7.6346e-03, -2.4018e-04],\n",
      "          ...,\n",
      "          [ 1.3001e-02, -2.9018e-03,  7.5465e-03,  ..., -1.6913e-02,\n",
      "           -3.5407e-04, -8.6829e-04],\n",
      "          [-5.0739e-03, -5.6649e-03, -2.2300e-03,  ...,  1.3663e-02,\n",
      "           -2.5363e-02,  1.4023e-02],\n",
      "          [ 1.8743e-03,  4.0839e-03, -8.2923e-03,  ...,  1.8070e-02,\n",
      "            5.6916e-03, -7.3407e-03]],\n",
      "\n",
      "         [[-5.9948e-03, -6.4801e-03, -5.6073e-03,  ..., -2.5795e-03,\n",
      "           -4.7651e-03,  1.0937e-02],\n",
      "          [-1.0843e-02,  8.5458e-03,  5.9034e-03,  ..., -1.5170e-03,\n",
      "            1.5000e-02,  2.2130e-03],\n",
      "          [-5.9981e-03, -1.6711e-02,  8.9394e-05,  ...,  6.0283e-03,\n",
      "           -1.3590e-02,  6.0993e-03],\n",
      "          ...,\n",
      "          [ 2.5132e-03,  1.2580e-02,  1.4942e-03,  ...,  1.3047e-02,\n",
      "            1.3335e-02,  3.9865e-03],\n",
      "          [ 6.0951e-04,  2.7060e-03,  7.0121e-03,  ..., -9.8300e-04,\n",
      "           -1.4322e-03, -3.3762e-03],\n",
      "          [-8.8237e-03,  4.8987e-04, -1.6149e-02,  ...,  1.3605e-02,\n",
      "           -5.4951e-04,  2.6929e-03]],\n",
      "\n",
      "         [[ 6.6714e-04, -1.4837e-02,  5.4699e-03,  ...,  4.0998e-03,\n",
      "           -8.9848e-03, -2.5330e-02],\n",
      "          [-1.7819e-02,  7.3387e-04, -1.2421e-02,  ...,  6.5132e-03,\n",
      "            1.3579e-02, -2.3270e-02],\n",
      "          [ 1.1278e-02, -1.5792e-02,  9.0982e-04,  ..., -3.0816e-04,\n",
      "           -7.1982e-03, -1.1996e-04],\n",
      "          ...,\n",
      "          [ 5.9587e-03, -1.3316e-03,  1.0598e-02,  ..., -6.3798e-04,\n",
      "            8.6538e-03,  2.7338e-03],\n",
      "          [ 6.3046e-03,  3.4959e-03, -4.9887e-03,  ..., -1.7507e-02,\n",
      "           -9.7835e-03,  2.8126e-03],\n",
      "          [-4.7612e-03,  2.2625e-02, -4.0702e-03,  ...,  5.6471e-03,\n",
      "            1.8262e-03,  1.8881e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-3.6871e-03, -4.9156e-03, -3.2464e-03,  ..., -1.1203e-02,\n",
      "           -5.2656e-05, -4.9817e-03],\n",
      "          [-6.4391e-04, -2.0091e-02,  6.0417e-03,  ..., -1.0093e-02,\n",
      "           -1.3746e-02, -3.6241e-03],\n",
      "          [-7.7797e-03,  2.8965e-03, -7.5463e-03,  ..., -1.3703e-02,\n",
      "           -1.8506e-02,  1.6319e-02],\n",
      "          ...,\n",
      "          [ 3.6496e-03,  6.4330e-03,  2.3535e-02,  ..., -1.3825e-03,\n",
      "            5.3282e-03,  1.2595e-03],\n",
      "          [-7.0134e-03, -1.5328e-02,  5.0792e-03,  ...,  6.4560e-03,\n",
      "           -1.2815e-03, -6.6029e-03],\n",
      "          [ 7.1088e-03, -9.3725e-03, -1.0311e-02,  ...,  9.9866e-03,\n",
      "           -1.6767e-02, -1.8285e-02]],\n",
      "\n",
      "         [[ 1.9465e-02,  1.9007e-02,  2.0352e-03,  ...,  4.8786e-03,\n",
      "            4.5358e-03,  1.4801e-02],\n",
      "          [-3.9712e-03,  9.9405e-03,  3.1808e-03,  ..., -4.3775e-03,\n",
      "           -1.7324e-03, -1.3945e-04],\n",
      "          [ 1.0923e-02, -1.2445e-02,  5.4071e-03,  ..., -6.3734e-03,\n",
      "           -1.1685e-02, -4.7046e-03],\n",
      "          ...,\n",
      "          [-1.1479e-02,  1.4524e-03,  7.1167e-03,  ..., -2.0201e-02,\n",
      "            2.2107e-02, -3.5526e-03],\n",
      "          [-4.2970e-03,  4.3688e-03, -6.7364e-03,  ..., -2.8802e-03,\n",
      "           -6.0547e-03,  1.2554e-02],\n",
      "          [-1.6068e-02, -3.4010e-03,  9.1116e-03,  ..., -7.2945e-04,\n",
      "           -3.1098e-03, -7.2461e-03]],\n",
      "\n",
      "         [[ 1.3985e-02,  3.4858e-03,  9.5706e-03,  ..., -8.1504e-03,\n",
      "           -6.6272e-03,  3.8542e-03],\n",
      "          [ 8.4057e-03,  4.6042e-03, -1.7797e-02,  ...,  4.1378e-03,\n",
      "            3.3730e-03,  2.7249e-03],\n",
      "          [-1.7778e-02, -5.5955e-04,  6.9566e-03,  ...,  4.0073e-03,\n",
      "           -9.5168e-04, -3.5372e-03],\n",
      "          ...,\n",
      "          [ 1.1784e-02, -1.2407e-02,  6.2027e-03,  ..., -5.6650e-03,\n",
      "           -3.4159e-03, -8.1679e-03],\n",
      "          [ 5.1058e-05, -3.8599e-03,  1.0073e-02,  ..., -1.0594e-03,\n",
      "            1.6595e-02, -1.1588e-02],\n",
      "          [-1.1475e-02, -3.8489e-04,  1.8657e-02,  ...,  1.1965e-02,\n",
      "            2.9946e-04,  2.9116e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.4101e-03, -2.1918e-03,  4.9694e-03,  ..., -9.8994e-04,\n",
      "           -2.4187e-03, -1.7949e-02],\n",
      "          [-1.6206e-02, -6.0418e-04, -1.2101e-02,  ...,  1.1983e-02,\n",
      "           -6.3913e-03,  4.1999e-03],\n",
      "          [-1.5486e-03,  1.2987e-02, -1.3216e-02,  ...,  5.0177e-05,\n",
      "            4.5217e-03,  3.3517e-03],\n",
      "          ...,\n",
      "          [ 2.3266e-03, -3.4612e-05,  6.4279e-03,  ...,  3.3878e-03,\n",
      "            1.1557e-02,  2.7836e-02],\n",
      "          [-9.7428e-03,  4.8720e-06, -8.2411e-03,  ..., -1.6420e-02,\n",
      "            2.1692e-03,  4.4592e-04],\n",
      "          [ 1.8939e-04,  3.4605e-03,  9.5190e-03,  ..., -1.4729e-04,\n",
      "            1.9706e-03, -3.3626e-03]],\n",
      "\n",
      "         [[-5.8731e-03, -1.7289e-03,  1.0342e-02,  ...,  1.8693e-02,\n",
      "            6.6530e-03, -4.2010e-03],\n",
      "          [ 8.9773e-03,  1.1082e-02,  6.2681e-03,  ...,  1.2408e-02,\n",
      "           -2.3214e-03,  7.8919e-03],\n",
      "          [ 1.6570e-03, -9.5752e-03, -1.5553e-02,  ..., -9.5349e-03,\n",
      "            1.3227e-02, -7.5062e-03],\n",
      "          ...,\n",
      "          [ 1.3427e-02, -1.1272e-02, -1.3422e-03,  ..., -5.2104e-04,\n",
      "           -8.0066e-03, -2.3780e-03],\n",
      "          [ 2.6453e-03, -2.1023e-03,  2.8366e-03,  ...,  1.3954e-02,\n",
      "           -7.1063e-03, -2.0245e-02],\n",
      "          [-8.3392e-03, -5.8228e-03, -7.5728e-03,  ..., -6.6531e-03,\n",
      "           -1.4579e-02, -1.6176e-02]],\n",
      "\n",
      "         [[ 1.5240e-02,  1.4659e-02,  1.5261e-02,  ..., -1.9230e-02,\n",
      "           -4.0172e-03,  4.6904e-03],\n",
      "          [ 4.5684e-03, -8.9061e-03, -9.3966e-03,  ..., -1.7040e-02,\n",
      "            2.7457e-03,  6.7952e-03],\n",
      "          [ 2.4506e-02, -6.0281e-04,  2.9089e-03,  ..., -2.9489e-03,\n",
      "            6.7992e-05, -8.0474e-03],\n",
      "          ...,\n",
      "          [-1.3543e-02, -5.0034e-03, -1.0337e-03,  ..., -5.0598e-03,\n",
      "           -5.1876e-03,  4.5216e-03],\n",
      "          [ 9.0736e-03, -6.4983e-04, -1.2923e-02,  ..., -2.9463e-03,\n",
      "           -2.5581e-04, -1.0597e-02],\n",
      "          [-1.0505e-02, -1.1924e-02, -1.5075e-02,  ..., -1.2105e-02,\n",
      "            4.3644e-03, -1.3699e-03]]],\n",
      "\n",
      "\n",
      "        [[[-7.8545e-03,  9.6686e-03, -9.1241e-03,  ...,  1.2283e-03,\n",
      "           -1.2001e-02,  3.1596e-03],\n",
      "          [-2.5732e-02, -8.9947e-03,  1.7090e-02,  ...,  5.8954e-03,\n",
      "            5.6485e-05, -6.1471e-03],\n",
      "          [ 1.1222e-02,  6.9768e-03,  1.3764e-03,  ..., -1.8565e-02,\n",
      "            1.2796e-02, -1.4882e-02],\n",
      "          ...,\n",
      "          [-1.1559e-02,  7.1637e-03, -1.0433e-02,  ...,  2.2552e-02,\n",
      "            1.0794e-02, -8.4694e-04],\n",
      "          [-1.2035e-03, -1.0488e-03, -1.4193e-02,  ..., -8.9238e-03,\n",
      "           -3.8065e-03,  2.1728e-02],\n",
      "          [-1.5349e-02, -3.5370e-03,  1.2703e-02,  ...,  1.3006e-03,\n",
      "           -1.6442e-02,  1.3756e-02]],\n",
      "\n",
      "         [[-4.1419e-03,  1.7076e-03, -3.2208e-03,  ..., -3.6242e-04,\n",
      "           -3.9790e-03, -1.2597e-02],\n",
      "          [ 1.0295e-02, -2.0843e-02,  2.1842e-02,  ...,  1.8654e-02,\n",
      "           -2.8497e-04,  5.8413e-03],\n",
      "          [-4.8922e-03,  2.2695e-03,  6.4118e-03,  ...,  2.3370e-03,\n",
      "            9.7231e-03, -2.7964e-02],\n",
      "          ...,\n",
      "          [ 1.1780e-02, -1.5137e-02,  1.7501e-02,  ...,  1.2555e-02,\n",
      "            2.4052e-02,  1.9897e-02],\n",
      "          [-1.7192e-02,  4.9569e-03,  9.3161e-03,  ..., -1.1439e-02,\n",
      "            9.1851e-03,  1.5706e-02],\n",
      "          [ 9.4819e-03, -4.5389e-03, -2.1113e-03,  ...,  4.6070e-03,\n",
      "            2.7062e-03,  1.4179e-02]],\n",
      "\n",
      "         [[-1.3470e-03,  1.2161e-02, -1.2953e-02,  ...,  1.1914e-02,\n",
      "           -1.8208e-02, -3.6573e-03],\n",
      "          [-5.1941e-03, -6.8153e-04,  1.7606e-02,  ...,  4.0715e-03,\n",
      "           -3.8616e-03,  2.4651e-03],\n",
      "          [ 6.5372e-03, -1.8384e-02, -1.2500e-02,  ..., -6.8339e-03,\n",
      "            1.9318e-02,  3.4408e-03],\n",
      "          ...,\n",
      "          [ 1.9923e-02, -1.4463e-02,  1.8914e-03,  ..., -1.3482e-02,\n",
      "           -9.5890e-04, -4.4723e-03],\n",
      "          [-8.4622e-03, -9.9017e-03,  5.0110e-03,  ...,  4.5247e-03,\n",
      "            8.1041e-03,  1.4287e-02],\n",
      "          [-4.9108e-03,  5.9210e-03, -5.2782e-03,  ..., -1.2267e-02,\n",
      "           -1.3206e-02, -5.7753e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.3059e-03, -4.9341e-03, -1.9100e-03,  ..., -2.4187e-02,\n",
      "            3.4877e-03,  1.6909e-02],\n",
      "          [ 1.1955e-02,  1.4607e-02,  4.4953e-03,  ..., -1.2842e-02,\n",
      "           -1.0826e-02,  1.8947e-02],\n",
      "          [ 6.8383e-04, -1.6477e-04,  1.6578e-02,  ...,  5.9080e-05,\n",
      "            1.3165e-02,  2.8614e-03],\n",
      "          ...,\n",
      "          [ 8.7186e-03,  7.4153e-03,  5.6295e-03,  ..., -5.6890e-03,\n",
      "            4.9601e-03, -1.4182e-02],\n",
      "          [-1.4213e-03, -1.2613e-02, -8.2732e-03,  ...,  3.6286e-03,\n",
      "           -4.8627e-03, -2.8102e-03],\n",
      "          [-3.2576e-03,  1.3281e-02, -1.2129e-02,  ..., -9.3617e-03,\n",
      "            1.1475e-02,  6.0647e-03]],\n",
      "\n",
      "         [[-4.1359e-03, -6.4581e-03, -1.6065e-02,  ...,  5.0039e-03,\n",
      "            2.5649e-03, -1.4104e-02],\n",
      "          [ 5.9253e-04,  8.0190e-03, -1.0732e-02,  ...,  6.4334e-03,\n",
      "           -1.0539e-03,  1.1503e-02],\n",
      "          [-6.3255e-03, -1.9525e-02, -7.8795e-03,  ..., -3.0156e-03,\n",
      "            1.0269e-02,  1.2717e-02],\n",
      "          ...,\n",
      "          [-4.8708e-04, -4.3573e-03, -6.0079e-03,  ...,  2.4255e-03,\n",
      "            2.3632e-03,  1.1623e-03],\n",
      "          [ 3.6772e-03, -4.3483e-04,  3.5936e-03,  ..., -4.2116e-03,\n",
      "            1.3412e-02,  4.3866e-03],\n",
      "          [ 3.3113e-03, -3.9494e-03, -4.8055e-03,  ..., -1.6233e-02,\n",
      "            4.0320e-03,  3.8571e-03]],\n",
      "\n",
      "         [[ 1.6415e-03, -1.0382e-02,  8.1658e-03,  ...,  3.5281e-03,\n",
      "            1.1441e-02,  5.9688e-04],\n",
      "          [-4.7603e-04, -1.6811e-02, -6.3959e-03,  ...,  1.0434e-02,\n",
      "           -6.0592e-04, -1.8825e-02],\n",
      "          [ 1.1560e-02,  1.5345e-02,  1.4386e-02,  ...,  2.5325e-04,\n",
      "           -7.2144e-03,  1.0831e-02],\n",
      "          ...,\n",
      "          [-3.2243e-03,  8.6421e-03,  2.3304e-03,  ..., -7.9932e-03,\n",
      "            1.7048e-02,  5.9470e-03],\n",
      "          [-9.5841e-04, -1.1317e-02,  2.0209e-03,  ..., -1.1461e-02,\n",
      "            5.4989e-03, -5.1047e-03],\n",
      "          [ 2.6463e-02,  6.7964e-03, -1.2681e-02,  ..., -1.4763e-02,\n",
      "           -1.9435e-03, -1.0104e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.2956e-03,  9.1607e-03,  1.9732e-03,  ...,  6.1736e-03,\n",
      "           -2.2241e-03,  1.5137e-03],\n",
      "          [ 5.5855e-03, -4.7176e-04, -5.0239e-03,  ...,  1.8323e-02,\n",
      "           -1.0395e-03, -5.0729e-03],\n",
      "          [ 9.4378e-03,  6.8715e-03,  9.3515e-03,  ..., -1.9339e-03,\n",
      "           -1.9370e-02,  1.5555e-02],\n",
      "          ...,\n",
      "          [ 5.3697e-03,  8.5146e-03,  1.1699e-02,  ...,  1.1706e-02,\n",
      "           -4.0805e-03,  2.4623e-03],\n",
      "          [-7.9027e-03,  1.0727e-02, -3.3936e-03,  ..., -6.3158e-03,\n",
      "           -1.2292e-02,  7.6987e-03],\n",
      "          [ 1.0671e-02,  1.9456e-03,  9.9605e-06,  ..., -1.3970e-03,\n",
      "           -1.2424e-04, -4.1766e-03]],\n",
      "\n",
      "         [[ 5.4276e-03, -3.7112e-03, -1.0512e-02,  ...,  8.8335e-03,\n",
      "            2.7658e-03, -9.7278e-03],\n",
      "          [ 6.3496e-03, -1.7845e-02,  1.3195e-02,  ...,  1.3701e-02,\n",
      "            1.2684e-02,  4.2548e-03],\n",
      "          [ 2.9917e-03, -6.6961e-03, -5.1084e-03,  ..., -6.7170e-03,\n",
      "           -2.5194e-03, -1.8422e-02],\n",
      "          ...,\n",
      "          [-8.7381e-03, -5.4071e-03, -1.3419e-02,  ..., -5.2231e-03,\n",
      "            3.9988e-03, -4.8472e-03],\n",
      "          [-6.8480e-05, -2.9671e-03, -2.7000e-03,  ..., -6.6295e-03,\n",
      "            1.5106e-02, -1.1572e-03],\n",
      "          [ 6.8763e-04, -2.3197e-02,  3.7401e-03,  ..., -3.0855e-03,\n",
      "           -4.6673e-03, -1.7315e-03]],\n",
      "\n",
      "         [[-1.0220e-02, -4.7932e-03, -1.3449e-02,  ..., -5.2012e-03,\n",
      "            1.0510e-02, -4.3618e-03],\n",
      "          [-7.5076e-03, -4.2382e-03,  5.8101e-03,  ...,  3.6465e-03,\n",
      "           -1.5659e-02, -1.4775e-02],\n",
      "          [-1.2063e-02,  1.2661e-03,  1.5771e-02,  ..., -1.7656e-02,\n",
      "            2.2610e-03,  3.5654e-03],\n",
      "          ...,\n",
      "          [ 1.6351e-03, -2.2563e-03, -3.0622e-03,  ..., -5.8624e-03,\n",
      "           -1.9442e-02, -3.5533e-03],\n",
      "          [ 8.7041e-03, -7.2133e-03,  8.1520e-03,  ..., -1.1652e-03,\n",
      "           -7.0397e-03,  1.3027e-02],\n",
      "          [-1.1218e-02, -8.2251e-04,  1.7518e-02,  ...,  3.2708e-03,\n",
      "            5.0419e-04, -1.4331e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 7.4514e-03,  5.8897e-03,  1.5448e-02,  ...,  1.7261e-02,\n",
      "            1.0333e-02,  4.0326e-03],\n",
      "          [-4.6051e-03, -1.6143e-03,  5.4569e-03,  ...,  7.0868e-03,\n",
      "           -1.5953e-04, -6.7924e-03],\n",
      "          [ 1.0056e-02, -1.0935e-03,  2.0740e-02,  ..., -5.4491e-03,\n",
      "            3.5697e-03, -9.6688e-03],\n",
      "          ...,\n",
      "          [-5.9735e-03, -2.4165e-03, -8.1450e-03,  ..., -2.5487e-02,\n",
      "            3.1295e-03,  5.4614e-03],\n",
      "          [ 1.4236e-02, -1.4014e-02,  1.2773e-03,  ...,  6.8220e-03,\n",
      "            4.9896e-03, -7.9547e-03],\n",
      "          [ 2.4517e-03,  1.7309e-03,  4.4358e-03,  ...,  4.0536e-03,\n",
      "            1.1248e-02,  5.0490e-03]],\n",
      "\n",
      "         [[-2.9246e-02,  1.3742e-02,  2.2278e-03,  ...,  1.3067e-02,\n",
      "           -1.0198e-02, -1.9237e-03],\n",
      "          [-1.5923e-02, -1.1699e-03,  2.2993e-03,  ..., -1.4897e-02,\n",
      "           -1.2652e-02,  7.3050e-04],\n",
      "          [ 4.9916e-03,  6.8844e-03, -1.6476e-02,  ...,  5.1805e-03,\n",
      "           -2.1270e-02,  1.2339e-04],\n",
      "          ...,\n",
      "          [-6.2337e-05,  5.8837e-03,  1.3327e-02,  ..., -9.1970e-03,\n",
      "            1.0595e-02, -8.2640e-04],\n",
      "          [ 2.1577e-03, -2.5361e-03, -7.7615e-03,  ..., -7.0000e-03,\n",
      "           -1.3492e-02,  2.5376e-02],\n",
      "          [ 2.0935e-03,  1.3444e-02,  9.2011e-03,  ..., -3.1432e-04,\n",
      "           -2.8146e-04, -3.8711e-04]],\n",
      "\n",
      "         [[ 8.6839e-03,  4.6054e-03, -7.8924e-04,  ...,  1.6712e-02,\n",
      "           -2.0131e-02, -1.1216e-02],\n",
      "          [ 1.1210e-02, -1.1181e-02,  1.1683e-02,  ...,  4.4162e-03,\n",
      "            3.1253e-03, -1.3542e-02],\n",
      "          [-1.2313e-02,  4.1450e-03,  1.1551e-02,  ...,  2.2610e-02,\n",
      "           -7.0160e-03,  3.0032e-03],\n",
      "          ...,\n",
      "          [-1.5097e-02, -2.5060e-03,  8.5315e-03,  ..., -1.1296e-02,\n",
      "            4.7740e-03, -2.0121e-03],\n",
      "          [-3.1155e-03, -1.0008e-03, -2.5911e-03,  ..., -1.4237e-03,\n",
      "           -2.0139e-02,  8.9791e-04],\n",
      "          [-8.5311e-03,  8.8639e-03, -1.3262e-02,  ..., -4.6865e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           -1.9754e-02,  1.1823e-02]]]])\n",
      "k CCN.hl_prior_1.0.conv.bias\n",
      "v tensor([ 0.0174,  0.0071, -0.0165,  0.0133,  0.0002, -0.0065,  0.0137, -0.0091,\n",
      "        -0.0022,  0.0002, -0.0008, -0.0139,  0.0079,  0.0159,  0.0151,  0.0042])\n",
      "param tensor([ 1.5740e-03, -2.2573e-04,  6.2289e-04,  4.6579e-03,  9.7084e-04,\n",
      "         7.3747e-03,  3.2156e-04,  2.5991e-04,  3.0099e-04, -5.8403e-05,\n",
      "         4.1340e-03, -1.5799e-03,  7.0452e-04, -2.2583e-04,  6.0370e-03,\n",
      "         8.4287e-04])\n",
      "v.copy tensor([ 1.5740e-03, -2.2573e-04,  6.2289e-04,  4.6579e-03,  9.7084e-04,\n",
      "         7.3747e-03,  3.2156e-04,  2.5991e-04,  3.0099e-04, -5.8403e-05,\n",
      "         4.1340e-03, -1.5799e-03,  7.0452e-04, -2.2583e-04,  6.0370e-03,\n",
      "         8.4287e-04])\n",
      "k CCN.hl_prior_1.0.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2492])\n",
      "v.copy tensor([0.2492])\n",
      "k CCN.hl_prior_1.2.conv.weight\n",
      "v tensor([[[[-4.3245e-03,  2.4791e-02, -1.3089e-03,  ...,  1.8635e-02,\n",
      "            1.6952e-03,  2.9198e-02],\n",
      "          [-3.1284e-02, -1.9104e-02, -4.1229e-03,  ...,  2.8838e-02,\n",
      "            1.1536e-03,  7.9866e-03],\n",
      "          [-8.6998e-03,  2.7493e-02, -3.3678e-02,  ...,  3.1432e-02,\n",
      "            3.0450e-02, -2.6714e-02],\n",
      "          ...,\n",
      "          [-1.7707e-02, -6.1572e-03, -4.7189e-03,  ..., -9.1775e-03,\n",
      "            2.9161e-02,  4.4046e-03],\n",
      "          [ 2.7085e-02, -3.1558e-02, -1.2775e-02,  ...,  6.5658e-03,\n",
      "            9.9158e-03,  1.0331e-02],\n",
      "          [ 2.2655e-02,  4.6710e-03, -2.3375e-02,  ...,  3.0080e-03,\n",
      "           -6.9031e-03, -2.8827e-03]],\n",
      "\n",
      "         [[-2.5011e-02,  3.3036e-03,  2.0783e-02,  ...,  2.0943e-02,\n",
      "           -1.1183e-05,  2.7933e-03],\n",
      "          [-9.3139e-03,  3.1652e-02, -3.0060e-02,  ..., -1.1097e-02,\n",
      "            4.0098e-03, -2.2769e-02],\n",
      "          [-2.1403e-02,  3.1739e-05, -2.6131e-04,  ...,  1.4123e-02,\n",
      "           -5.6792e-03, -1.4377e-02],\n",
      "          ...,\n",
      "          [-2.3123e-02,  1.3926e-02, -3.5697e-02,  ...,  1.5438e-02,\n",
      "           -2.3898e-02,  1.3752e-02],\n",
      "          [-1.2529e-03,  2.7240e-02, -2.2040e-02,  ...,  1.1810e-02,\n",
      "            2.1116e-02,  9.6505e-03],\n",
      "          [ 1.9999e-02,  4.4564e-03, -1.6307e-02,  ...,  2.3951e-02,\n",
      "            1.0688e-02, -1.5059e-02]],\n",
      "\n",
      "         [[-2.6468e-02,  2.5481e-02,  1.7482e-02,  ...,  1.4627e-02,\n",
      "           -2.8001e-02, -2.7580e-02],\n",
      "          [-1.6792e-03, -4.4342e-03,  2.6293e-02,  ...,  5.2362e-03,\n",
      "            2.4158e-02, -2.7921e-02],\n",
      "          [ 3.5456e-02,  1.5892e-02,  7.2651e-03,  ...,  3.4435e-02,\n",
      "           -1.6870e-02, -1.7133e-02],\n",
      "          ...,\n",
      "          [ 2.4868e-02, -1.2817e-02, -1.1567e-02,  ..., -3.0293e-02,\n",
      "           -1.4544e-02, -1.6077e-03],\n",
      "          [ 2.3198e-02, -1.9365e-02,  9.7932e-03,  ..., -7.9805e-03,\n",
      "            2.0412e-02,  3.0999e-03],\n",
      "          [-1.8849e-02, -2.2613e-02,  1.5673e-02,  ...,  7.7306e-04,\n",
      "           -5.0660e-03, -8.7142e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 3.5545e-03, -3.4040e-02,  2.6744e-02,  ...,  1.6327e-03,\n",
      "           -1.6150e-02,  6.0299e-03],\n",
      "          [ 2.7210e-02, -3.4306e-02,  8.7591e-03,  ..., -1.4926e-02,\n",
      "           -7.9875e-03,  1.8667e-02],\n",
      "          [ 1.1897e-02,  2.3658e-02,  2.8923e-03,  ..., -3.5045e-02,\n",
      "           -1.7751e-02, -3.3492e-02],\n",
      "          ...,\n",
      "          [-1.6002e-02,  9.8059e-03,  5.3386e-03,  ...,  7.1270e-03,\n",
      "           -3.4815e-02,  1.7782e-02],\n",
      "          [ 1.0342e-02, -2.6205e-02,  2.7571e-02,  ...,  9.3375e-03,\n",
      "            1.5402e-02, -3.4115e-02],\n",
      "          [-3.4590e-02,  2.6675e-02,  2.2943e-02,  ...,  4.1429e-03,\n",
      "            1.5684e-02,  2.9147e-02]],\n",
      "\n",
      "         [[ 7.7178e-03, -1.1003e-03,  3.5121e-02,  ..., -1.9005e-02,\n",
      "           -3.9240e-03,  1.9142e-02],\n",
      "          [ 7.7129e-04,  8.7410e-03,  6.1226e-03,  ..., -2.9313e-02,\n",
      "            1.4678e-02,  7.3690e-03],\n",
      "          [ 9.4099e-03, -9.2189e-03,  3.1167e-02,  ...,  5.1573e-03,\n",
      "            2.7200e-02, -3.4376e-02],\n",
      "          ...,\n",
      "          [-2.1718e-02, -2.6285e-02,  1.7259e-02,  ..., -2.2608e-02,\n",
      "           -1.0379e-03, -2.4584e-02],\n",
      "          [ 7.2555e-03, -3.2540e-02,  1.2167e-03,  ..., -8.5078e-03,\n",
      "            2.8895e-02,  4.8805e-03],\n",
      "          [-1.2083e-02, -3.4623e-02, -1.6495e-02,  ...,  1.0913e-02,\n",
      "            8.6135e-03, -3.1051e-02]],\n",
      "\n",
      "         [[-2.1258e-02,  6.8598e-03,  2.6231e-02,  ...,  2.7421e-03,\n",
      "            6.6536e-03, -2.6685e-02],\n",
      "          [ 6.7307e-03,  3.2691e-02,  8.8612e-03,  ...,  3.3667e-02,\n",
      "            3.9878e-03, -1.3895e-02],\n",
      "          [-2.8939e-02,  3.0430e-02,  1.3735e-03,  ...,  2.8493e-02,\n",
      "           -2.6653e-03, -3.4127e-02],\n",
      "          ...,\n",
      "          [ 4.2697e-04,  2.7029e-02,  1.3283e-02,  ...,  1.4344e-02,\n",
      "           -2.1778e-02, -3.4396e-02],\n",
      "          [-1.2824e-02,  1.6517e-02, -7.7051e-03,  ...,  1.4982e-03,\n",
      "           -1.8277e-02,  1.5978e-02],\n",
      "          [ 1.9060e-02,  3.4057e-02, -2.6893e-02,  ...,  1.4027e-02,\n",
      "           -1.5807e-02, -2.8574e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.9981e-02,  1.7665e-03,  2.8390e-02,  ..., -3.4067e-02,\n",
      "           -3.2538e-02,  1.1714e-02],\n",
      "          [-2.8606e-02, -8.1864e-03, -1.1640e-02,  ..., -4.6266e-03,\n",
      "            2.0509e-02,  1.2903e-02],\n",
      "          [ 3.0089e-02, -2.5633e-02,  8.6760e-03,  ..., -4.2898e-03,\n",
      "            1.3682e-02, -2.8076e-02],\n",
      "          ...,\n",
      "          [-2.7446e-02,  2.3741e-02,  8.4348e-03,  ..., -2.7085e-02,\n",
      "           -2.2200e-02,  3.3749e-02],\n",
      "          [-1.1999e-02,  3.7414e-03, -1.5930e-02,  ...,  7.6533e-03,\n",
      "           -4.0302e-03,  2.6968e-02],\n",
      "          [-3.4781e-02,  1.2716e-02,  9.9306e-03,  ...,  9.2112e-03,\n",
      "           -2.7511e-02, -1.0758e-02]],\n",
      "\n",
      "         [[-1.2463e-02, -1.1839e-02,  2.1517e-02,  ...,  2.4509e-02,\n",
      "            1.5996e-02,  2.0086e-02],\n",
      "          [-2.5957e-02, -3.5537e-02, -1.8754e-03,  ...,  2.2172e-02,\n",
      "            1.0137e-02,  8.3662e-03],\n",
      "          [-1.4735e-02, -2.7483e-02, -7.0661e-03,  ...,  1.0538e-02,\n",
      "            3.5516e-02, -2.2036e-02],\n",
      "          ...,\n",
      "          [ 1.0863e-03,  4.4356e-03,  3.3283e-03,  ..., -2.2206e-02,\n",
      "           -2.9308e-02, -1.2400e-02],\n",
      "          [-2.2100e-02,  3.2266e-02, -1.4551e-02,  ..., -2.5356e-02,\n",
      "            1.6269e-03, -2.3973e-02],\n",
      "          [ 3.4338e-02, -2.2615e-02, -2.8569e-02,  ...,  1.4893e-02,\n",
      "           -1.0779e-02,  1.5201e-02]],\n",
      "\n",
      "         [[-3.0101e-04, -1.9446e-02, -1.1647e-02,  ...,  1.0674e-02,\n",
      "           -2.3782e-02, -6.6167e-03],\n",
      "          [-3.1303e-02,  3.5229e-02,  6.3537e-03,  ..., -1.3641e-02,\n",
      "            3.2739e-02, -1.0962e-02],\n",
      "          [-7.2276e-03, -1.8720e-02, -1.9199e-02,  ..., -2.2232e-03,\n",
      "            1.3619e-02, -5.9465e-03],\n",
      "          ...,\n",
      "          [-2.3445e-02, -1.4047e-02, -1.9192e-02,  ...,  1.5705e-02,\n",
      "           -1.5579e-02,  1.1609e-02],\n",
      "          [-6.2612e-03,  1.0340e-02,  1.1608e-02,  ..., -4.6936e-03,\n",
      "            1.2101e-02, -2.5099e-02],\n",
      "          [ 3.4958e-03,  9.8501e-03,  8.3955e-03,  ..., -1.4352e-03,\n",
      "            2.1150e-02, -1.7946e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.7965e-02, -2.0061e-02,  2.7781e-02,  ..., -1.6333e-02,\n",
      "           -1.2709e-02,  1.2302e-02],\n",
      "          [ 3.2362e-02, -1.6054e-02,  3.2994e-02,  ..., -7.2818e-03,\n",
      "            2.3749e-02,  2.7761e-02],\n",
      "          [ 4.9064e-03,  1.4903e-02, -2.3925e-02,  ...,  2.3332e-02,\n",
      "            2.5908e-02,  3.5644e-02],\n",
      "          ...,\n",
      "          [ 3.7261e-03,  2.3331e-02,  3.1657e-03,  ...,  2.4717e-02,\n",
      "            8.3187e-03, -2.2988e-02],\n",
      "          [-2.0011e-02,  8.2538e-03, -3.0913e-02,  ..., -7.8463e-03,\n",
      "           -8.3523e-03,  3.7870e-03],\n",
      "          [-1.7802e-02, -9.6022e-03,  3.1782e-02,  ...,  2.7040e-02,\n",
      "           -1.8848e-02,  1.5176e-02]],\n",
      "\n",
      "         [[-2.6477e-02,  1.8935e-02,  1.8768e-02,  ...,  7.6608e-03,\n",
      "           -2.5055e-02, -2.4175e-02],\n",
      "          [ 2.8561e-02,  3.9283e-03, -2.6935e-02,  ...,  1.9426e-02,\n",
      "            1.7449e-02, -1.2525e-02],\n",
      "          [-2.8720e-02,  1.7474e-02, -1.6040e-02,  ...,  3.8258e-03,\n",
      "            1.9410e-02,  2.9556e-02],\n",
      "          ...,\n",
      "          [-2.1159e-02, -1.7470e-03, -1.1618e-02,  ..., -5.2723e-03,\n",
      "           -2.6121e-02,  8.1249e-03],\n",
      "          [-2.0591e-02,  2.6828e-02,  2.5461e-02,  ...,  2.5646e-02,\n",
      "           -3.8122e-03,  3.4002e-02],\n",
      "          [ 1.0435e-02,  1.6157e-02, -8.3459e-03,  ...,  2.9339e-02,\n",
      "           -1.7241e-03, -3.1152e-02]],\n",
      "\n",
      "         [[ 1.9849e-02,  3.5132e-02, -1.0163e-02,  ..., -2.7062e-02,\n",
      "            1.8076e-02, -3.2190e-02],\n",
      "          [ 2.2450e-02, -4.3053e-03,  2.4769e-02,  ..., -2.9432e-03,\n",
      "           -1.5486e-02, -1.7777e-02],\n",
      "          [ 2.1208e-03,  2.6462e-02, -1.3094e-02,  ..., -2.7620e-02,\n",
      "            2.3726e-02, -1.2394e-02],\n",
      "          ...,\n",
      "          [-3.4265e-02, -2.5879e-02,  4.5845e-03,  ..., -2.6944e-02,\n",
      "            1.6725e-02,  4.8884e-03],\n",
      "          [ 6.4076e-03, -2.4081e-02,  3.2301e-02,  ...,  7.3922e-03,\n",
      "           -3.4561e-02,  1.0261e-02],\n",
      "          [-2.7837e-02, -3.3964e-03,  2.4745e-02,  ...,  2.5382e-02,\n",
      "            2.2916e-03, -1.5304e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.0855e-02, -8.4938e-03, -2.4069e-02,  ..., -1.1827e-02,\n",
      "            9.4852e-03,  1.3669e-02],\n",
      "          [ 1.1240e-02,  7.9588e-03, -1.2305e-03,  ...,  2.7822e-02,\n",
      "            4.3671e-03,  4.1405e-03],\n",
      "          [-1.9239e-02, -1.9343e-02, -1.1024e-02,  ...,  3.5422e-02,\n",
      "            2.6684e-02,  1.7216e-02],\n",
      "          ...,\n",
      "          [-3.3848e-02, -2.3328e-02, -1.4548e-02,  ...,  1.7707e-02,\n",
      "            2.9295e-02, -2.9980e-02],\n",
      "          [ 1.5437e-02, -2.7910e-03,  1.2707e-03,  ...,  3.3104e-02,\n",
      "           -4.6994e-03, -2.0115e-02],\n",
      "          [-8.4476e-03, -2.9069e-02, -1.5350e-02,  ..., -2.0115e-02,\n",
      "            2.4969e-02,  2.8634e-02]],\n",
      "\n",
      "         [[-2.4465e-02,  4.4259e-03,  1.5901e-02,  ..., -3.0628e-02,\n",
      "            1.4701e-02, -1.4437e-02],\n",
      "          [-3.5632e-03,  3.1447e-02,  3.3535e-02,  ..., -8.1741e-03,\n",
      "            2.8225e-02, -2.2846e-02],\n",
      "          [ 8.9522e-03,  2.5168e-02, -1.0336e-02,  ...,  2.3127e-03,\n",
      "           -2.4549e-02, -3.1873e-02],\n",
      "          ...,\n",
      "          [ 1.6823e-02, -9.9164e-03,  1.3862e-02,  ...,  2.2748e-02,\n",
      "           -1.9723e-02,  3.4227e-03],\n",
      "          [-1.8675e-02, -3.8100e-03, -9.4140e-03,  ...,  2.0766e-02,\n",
      "           -3.0377e-02,  5.9516e-03],\n",
      "          [ 3.4031e-02,  1.8605e-02,  8.4734e-03,  ...,  3.2805e-02,\n",
      "           -1.1809e-02,  9.6318e-03]],\n",
      "\n",
      "         [[-7.8314e-03,  2.7867e-02,  9.7530e-03,  ..., -2.3666e-02,\n",
      "           -3.3111e-02, -2.4307e-03],\n",
      "          [-2.2309e-02, -2.9158e-02,  1.3682e-03,  ...,  7.2784e-03,\n",
      "            4.4515e-03,  1.6764e-02],\n",
      "          [-1.6126e-02, -5.2576e-03, -1.4726e-02,  ..., -1.3307e-02,\n",
      "           -3.2588e-02,  2.7773e-02],\n",
      "          ...,\n",
      "          [ 2.3593e-02, -3.4456e-02, -2.1351e-02,  ..., -1.3920e-02,\n",
      "            1.1328e-02,  7.0486e-03],\n",
      "          [ 1.5749e-02,  1.2631e-02,  1.4510e-02,  ...,  2.6553e-02,\n",
      "           -2.8946e-02, -8.3929e-03],\n",
      "          [ 2.5657e-02, -1.9317e-02, -7.2414e-03,  ...,  1.7169e-03,\n",
      "           -1.3805e-02, -1.1400e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.8093e-03,  3.4492e-02,  2.7172e-02,  ..., -1.9349e-02,\n",
      "            3.4849e-02,  7.9568e-04],\n",
      "          [-5.9608e-03, -8.9197e-03, -1.4640e-02,  ...,  3.1048e-02,\n",
      "            1.5336e-02,  1.8338e-02],\n",
      "          [-1.2997e-02,  3.6162e-03,  5.9569e-03,  ...,  1.3949e-02,\n",
      "            2.7531e-02, -6.5220e-03],\n",
      "          ...,\n",
      "          [-2.8149e-02, -5.0325e-03,  2.0177e-02,  ..., -2.8985e-02,\n",
      "            2.0834e-02,  1.7921e-02],\n",
      "          [-2.3699e-02, -1.6517e-02, -2.7464e-02,  ...,  1.4638e-03,\n",
      "           -3.0623e-02,  1.7388e-02],\n",
      "          [-2.8869e-02, -1.7687e-02, -2.6143e-02,  ..., -2.4867e-02,\n",
      "            1.3169e-02, -3.1106e-02]],\n",
      "\n",
      "         [[ 9.5447e-03, -3.1337e-03,  1.0489e-02,  ...,  4.5298e-03,\n",
      "            9.0403e-03, -9.3178e-03],\n",
      "          [ 2.9221e-02, -2.0455e-02,  1.9724e-02,  ..., -2.9486e-02,\n",
      "           -1.7077e-02,  8.5171e-03],\n",
      "          [ 3.1891e-02,  3.5185e-02,  2.3681e-02,  ..., -2.4832e-02,\n",
      "            2.4853e-02, -5.2023e-03],\n",
      "          ...,\n",
      "          [ 1.9483e-02,  2.8307e-02, -3.1759e-02,  ..., -2.7881e-02,\n",
      "            9.1462e-03, -2.3306e-02],\n",
      "          [-1.2253e-02, -5.5979e-03, -4.7414e-03,  ..., -1.3509e-02,\n",
      "            7.1565e-03,  8.1906e-03],\n",
      "          [-1.6324e-03,  1.4362e-02,  6.5715e-03,  ...,  1.9094e-02,\n",
      "           -2.4212e-03,  9.3205e-03]],\n",
      "\n",
      "         [[-1.2472e-02,  5.9562e-03,  2.7359e-02,  ...,  2.3169e-02,\n",
      "            3.0963e-03, -1.8630e-02],\n",
      "          [-7.4156e-04, -1.9500e-02, -1.1144e-03,  ..., -2.3789e-03,\n",
      "            1.9044e-02,  2.0030e-02],\n",
      "          [-2.2548e-02,  1.1256e-02,  2.8463e-02,  ...,  3.5311e-02,\n",
      "            2.3609e-02, -1.2424e-02],\n",
      "          ...,\n",
      "          [ 1.0988e-02, -3.0288e-03,  2.9201e-02,  ..., -3.4527e-03,\n",
      "            2.0655e-02, -2.3901e-02],\n",
      "          [ 2.3395e-02,  1.0223e-02, -6.6272e-03,  ..., -3.3132e-03,\n",
      "           -2.4797e-02,  2.2117e-02],\n",
      "          [-4.6305e-03, -2.6933e-02,  1.1538e-03,  ..., -2.7262e-02,\n",
      "           -1.7857e-02,  2.7526e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-1.5433e-02,  2.6673e-02, -6.9826e-03,  ...,  3.4087e-02,\n",
      "           -2.7436e-03,  3.2122e-03],\n",
      "          [ 1.6013e-02,  2.6877e-02, -2.2150e-02,  ...,  2.0986e-02,\n",
      "           -9.5141e-03, -6.6631e-03],\n",
      "          [ 3.0933e-02,  2.3575e-02,  1.1081e-02,  ...,  3.4489e-02,\n",
      "            7.1314e-03, -2.5785e-02],\n",
      "          ...,\n",
      "          [-1.6245e-02, -2.4899e-02, -3.0408e-02,  ..., -2.7627e-02,\n",
      "            2.0889e-02,  5.2569e-03],\n",
      "          [ 1.4319e-02,  1.5196e-03, -3.3953e-02,  ...,  4.4739e-03,\n",
      "           -3.0407e-02, -1.9510e-02],\n",
      "          [-2.5753e-02, -1.1311e-02, -7.5079e-03,  ...,  3.5329e-02,\n",
      "           -3.8461e-03,  6.6787e-03]],\n",
      "\n",
      "         [[-2.3670e-05, -3.0148e-02,  2.6594e-02,  ..., -2.9880e-02,\n",
      "           -2.9128e-02,  1.1307e-02],\n",
      "          [-9.5416e-03,  2.9897e-02, -2.2869e-02,  ...,  2.2577e-02,\n",
      "           -1.1187e-02, -2.1121e-03],\n",
      "          [-1.1744e-02,  2.2754e-02,  2.0552e-02,  ..., -2.9869e-02,\n",
      "           -1.7407e-02,  1.4083e-02],\n",
      "          ...,\n",
      "          [ 1.6170e-03,  4.3448e-03, -1.9036e-02,  ...,  1.1459e-02,\n",
      "            2.9456e-02, -3.4624e-02],\n",
      "          [ 1.7624e-02,  2.8093e-02,  9.2155e-03,  ...,  5.9417e-03,\n",
      "           -2.1299e-02,  3.1048e-02],\n",
      "          [ 2.6885e-02,  2.4346e-02, -1.2192e-02,  ..., -2.9550e-02,\n",
      "            2.8718e-02,  3.2455e-03]],\n",
      "\n",
      "         [[ 1.3545e-02, -1.9028e-02, -2.0204e-02,  ..., -2.3503e-02,\n",
      "            3.0020e-02, -1.7560e-02],\n",
      "          [ 3.4505e-03,  2.3913e-02,  2.7604e-02,  ..., -4.3884e-03,\n",
      "           -9.8569e-04,  2.9924e-02],\n",
      "          [-1.9490e-02, -1.0556e-02, -2.2130e-02,  ..., -8.8304e-03,\n",
      "            2.4747e-02,  2.8296e-02],\n",
      "          ...,\n",
      "          [-3.1819e-02, -1.5721e-02,  3.0685e-02,  ...,  2.8990e-03,\n",
      "           -6.4230e-03,  3.7078e-03],\n",
      "          [-2.0166e-02,  2.6753e-02,  1.3739e-02,  ..., -1.2039e-02,\n",
      "            2.3855e-02, -5.8691e-03],\n",
      "          [-8.6723e-03, -5.7802e-04, -2.7802e-02,  ..., -4.8858e-03,\n",
      "           -2.5921e-02,  3.0339e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.7800e-02,  2.6188e-03,  1.4795e-02,  ...,  2.8338e-02,\n",
      "           -2.7195e-03, -8.5410e-03],\n",
      "          [ 1.4065e-02,  1.7189e-03,  2.5511e-02,  ...,  1.6318e-02,\n",
      "            3.3769e-02, -2.4728e-02],\n",
      "          [-1.8399e-02,  2.5607e-02, -4.3951e-03,  ...,  8.3436e-03,\n",
      "            2.4778e-02,  7.7742e-03],\n",
      "          ...,\n",
      "          [ 1.6797e-02,  3.0963e-02,  2.9020e-02,  ...,  3.2245e-02,\n",
      "           -3.0236e-02, -2.2451e-02],\n",
      "          [ 1.8619e-02, -3.1173e-02, -1.2417e-02,  ...,  1.7585e-02,\n",
      "            1.4177e-02, -3.3001e-02],\n",
      "          [ 1.7801e-02, -3.2418e-02, -5.8932e-04,  ...,  2.1321e-03,\n",
      "           -1.6193e-02,  3.2205e-02]],\n",
      "\n",
      "         [[ 4.0207e-05,  9.1850e-03, -7.6332e-03,  ...,  1.3813e-02,\n",
      "           -1.4069e-02, -2.7872e-02],\n",
      "          [ 7.5523e-03, -1.7083e-02, -1.6861e-02,  ...,  4.6628e-03,\n",
      "            3.3388e-02, -2.2635e-02],\n",
      "          [ 5.7335e-03,  1.9552e-02,  2.7480e-03,  ..., -1.2011e-02,\n",
      "            5.3473e-03,  1.7464e-03],\n",
      "          ...,\n",
      "          [-1.6888e-03,  1.0651e-02,  3.5069e-02,  ..., -2.1496e-02,\n",
      "           -1.4656e-02, -1.4488e-02],\n",
      "          [ 1.5204e-02, -1.3010e-02, -2.3495e-02,  ..., -1.1502e-02,\n",
      "            1.1836e-02, -4.4756e-03],\n",
      "          [-2.9526e-02,  2.4248e-02, -1.9966e-02,  ...,  3.4277e-02,\n",
      "           -2.3800e-02,  2.9905e-02]],\n",
      "\n",
      "         [[ 8.0472e-03, -3.0048e-02,  2.5849e-02,  ..., -2.0365e-02,\n",
      "           -3.4508e-02, -2.3451e-02],\n",
      "          [-8.0631e-03,  2.5639e-02,  2.2083e-02,  ..., -3.1528e-02,\n",
      "            5.0932e-03, -3.0209e-03],\n",
      "          [ 3.5523e-02, -4.4555e-03, -7.6158e-03,  ..., -8.6842e-04,\n",
      "           -3.4462e-02, -5.8441e-03],\n",
      "          ...,\n",
      "          [-3.5115e-02,  2.0361e-03, -1.0286e-02,  ..., -3.5574e-02,\n",
      "            2.8225e-02, -2.2842e-02],\n",
      "          [-3.0178e-02, -3.1707e-02,  1.6238e-02,  ..., -6.0760e-03,\n",
      "           -2.5756e-02, -1.2179e-02],\n",
      "          [ 2.1479e-03, -1.5610e-02, -2.0716e-02,  ...,  8.2818e-04,\n",
      "           -2.9074e-02,  1.9325e-03]]],\n",
      "\n",
      "\n",
      "        [[[-1.1003e-02,  1.3966e-02,  3.9053e-03,  ..., -1.1771e-04,\n",
      "            1.1275e-02,  2.3934e-02],\n",
      "          [ 6.0446e-03, -1.2645e-02,  2.5243e-02,  ...,  2.9801e-02,\n",
      "            3.0426e-02,  1.6923e-02],\n",
      "          [-7.1747e-03,  1.0762e-02,  1.0444e-02,  ...,  7.4741e-03,\n",
      "           -4.4487e-03,  7.8976e-04],\n",
      "          ...,\n",
      "          [-1.8542e-02, -3.2444e-02, -1.7603e-02,  ...,  3.0366e-02,\n",
      "           -3.4811e-04,  1.6531e-02],\n",
      "          [ 2.4784e-02, -8.9618e-03, -1.5999e-02,  ...,  1.8672e-02,\n",
      "           -2.8040e-02, -3.4610e-02],\n",
      "          [-1.6468e-02,  9.8527e-03,  3.4625e-03,  ..., -2.2103e-02,\n",
      "            1.8367e-02, -8.8476e-03]],\n",
      "\n",
      "         [[ 1.4970e-02,  9.5776e-03, -9.2987e-03,  ..., -2.4709e-02,\n",
      "           -6.4022e-03,  2.2870e-02],\n",
      "          [ 2.4509e-02,  3.2697e-02, -2.8930e-03,  ..., -8.7490e-03,\n",
      "            3.4802e-02,  2.4722e-02],\n",
      "          [-2.3314e-02,  1.0737e-02, -3.6499e-03,  ...,  3.9437e-03,\n",
      "            1.9900e-02,  1.5136e-02],\n",
      "          ...,\n",
      "          [-1.3662e-02, -3.1991e-02, -1.6668e-02,  ..., -3.4816e-02,\n",
      "           -1.5102e-02,  7.3068e-03],\n",
      "          [ 2.2262e-02,  2.3083e-02, -3.4620e-02,  ..., -3.3645e-02,\n",
      "           -3.1169e-02, -3.0549e-02],\n",
      "          [ 2.8081e-02,  3.4198e-02, -2.4987e-02,  ..., -1.5776e-02,\n",
      "           -3.2812e-02, -1.3398e-02]],\n",
      "\n",
      "         [[-2.1112e-02,  9.8295e-04,  1.2484e-03,  ..., -2.1607e-02,\n",
      "           -1.2859e-02, -1.0465e-02],\n",
      "          [-3.2185e-03, -2.0988e-02, -1.2162e-02,  ...,  1.4734e-02,\n",
      "           -1.2068e-02, -4.8243e-05],\n",
      "          [ 4.8621e-03,  8.8968e-03,  2.5816e-02,  ..., -2.9398e-02,\n",
      "            1.4802e-02,  1.0728e-02],\n",
      "          ...,\n",
      "          [ 8.7700e-03,  3.2178e-02, -1.6052e-02,  ...,  1.5667e-02,\n",
      "            3.2559e-02, -1.6593e-02],\n",
      "          [ 2.2492e-02,  7.8134e-03, -2.5546e-02,  ..., -2.1057e-02,\n",
      "            2.5198e-02, -3.1420e-02],\n",
      "          [ 5.7496e-03,  2.2381e-02,  3.2419e-02,  ..., -2.3496e-02,\n",
      "            2.2805e-02, -2.7369e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.5562e-02, -1.6239e-02, -1.3355e-02,  ..., -1.6319e-02,\n",
      "            2.9951e-02,  2.5097e-02],\n",
      "          [ 2.7669e-02,  2.7619e-02, -2.8337e-03,  ..., -1.6431e-02,\n",
      "           -4.8748e-03,  1.3902e-02],\n",
      "          [-2.7825e-02,  1.8805e-02, -3.3082e-02,  ..., -3.2216e-02,\n",
      "            2.6583e-02, -3.3095e-02],\n",
      "          ...,\n",
      "          [ 3.4136e-02, -1.7599e-02, -2.5837e-04,  ..., -1.0593e-02,\n",
      "            7.7375e-03,  1.6936e-02],\n",
      "          [-1.7773e-02, -1.0625e-02, -4.4768e-03,  ...,  1.5083e-02,\n",
      "           -2.0249e-02, -2.6533e-02],\n",
      "          [ 7.3014e-03, -1.5145e-02,  1.7722e-02,  ...,  1.0937e-02,\n",
      "            4.5650e-03,  2.7347e-02]],\n",
      "\n",
      "         [[-3.2458e-02,  2.3783e-02, -1.2530e-02,  ...,  2.2330e-02,\n",
      "           -2.1299e-02, -1.8066e-02],\n",
      "          [ 4.1992e-03, -9.4080e-03, -1.0604e-02,  ...,  2.2304e-02,\n",
      "            1.7975e-02, -1.4266e-02],\n",
      "          [-2.1715e-02,  1.6550e-02, -5.0842e-03,  ..., -5.4967e-03,\n",
      "           -3.6722e-03, -2.0234e-02],\n",
      "          ...,\n",
      "          [ 2.7564e-02, -1.5047e-02,  6.2185e-03,  ...,  2.0326e-02,\n",
      "           -3.3108e-02,  3.5377e-02],\n",
      "          [-2.2626e-02, -3.0404e-02,  2.5276e-02,  ..., -1.9772e-02,\n",
      "            9.6161e-03, -2.7352e-02],\n",
      "          [-5.2215e-03, -2.8334e-02,  2.6190e-02,  ..., -3.2801e-02,\n",
      "            2.2822e-02,  3.4055e-02]],\n",
      "\n",
      "         [[-3.1875e-02, -3.4881e-02, -8.1189e-03,  ...,  2.7495e-02,\n",
      "           -9.6118e-03, -4.3177e-03],\n",
      "          [-2.0610e-02, -1.2665e-02, -1.2474e-02,  ...,  1.9086e-02,\n",
      "            1.4917e-02,  2.6473e-02],\n",
      "          [-2.7675e-02,  5.8130e-03, -3.2804e-02,  ...,  8.4534e-03,\n",
      "           -2.4252e-02,  3.0185e-02],\n",
      "          ...,\n",
      "          [ 1.3981e-02,  2.7629e-02,  1.6263e-02,  ..., -2.5982e-02,\n",
      "            3.4665e-02, -1.0164e-02],\n",
      "          [ 2.3904e-02,  1.0232e-02,  1.5304e-02,  ...,  1.6690e-02,\n",
      "           -5.6522e-03,  1.0656e-02],\n",
      "          [ 1.0591e-03, -4.3128e-03,  1.6956e-03,  ..., -3.1741e-02,\n",
      "           -1.8498e-02,  8.4035e-03]]],\n",
      "\n",
      "\n",
      "        [[[-1.2583e-02,  4.0431e-04,  7.8807e-03,  ...,  1.2141e-02,\n",
      "            2.8345e-02, -2.3291e-02],\n",
      "          [ 1.9943e-02, -2.5500e-02, -3.1742e-02,  ..., -2.5136e-02,\n",
      "           -2.9822e-03,  6.9071e-03],\n",
      "          [ 8.0997e-03, -3.4572e-02, -9.3557e-03,  ...,  3.1927e-02,\n",
      "            3.0340e-02,  4.6656e-03],\n",
      "          ...,\n",
      "          [-2.5478e-02, -3.4862e-02, -2.8143e-02,  ...,  1.9771e-02,\n",
      "            1.1111e-02,  4.0942e-03],\n",
      "          [ 2.3136e-02, -3.6939e-03,  3.3865e-02,  ...,  3.2914e-02,\n",
      "           -2.3666e-02, -1.2859e-02],\n",
      "          [ 3.0793e-02,  2.0156e-02, -1.6217e-02,  ..., -1.6407e-02,\n",
      "           -4.3489e-03, -3.0756e-02]],\n",
      "\n",
      "         [[-2.8746e-02, -3.5563e-02,  1.9298e-02,  ..., -6.2605e-03,\n",
      "           -9.7058e-04, -2.2622e-02],\n",
      "          [ 2.5511e-02,  2.4724e-02, -4.9591e-03,  ...,  3.1919e-02,\n",
      "           -8.8071e-03,  2.2839e-02],\n",
      "          [ 1.8279e-02, -1.9529e-02, -1.8097e-02,  ...,  2.0668e-02,\n",
      "            3.1312e-02, -1.3740e-02],\n",
      "          ...,\n",
      "          [ 2.7592e-02,  1.0136e-02,  8.0028e-03,  ..., -1.9357e-02,\n",
      "           -5.3497e-03, -4.1891e-04],\n",
      "          [ 3.3029e-02,  3.3809e-02,  9.3952e-03,  ...,  3.0934e-02,\n",
      "           -3.3488e-02, -1.7182e-02],\n",
      "          [-3.3659e-02,  1.8742e-02,  1.3572e-02,  ..., -6.0716e-03,\n",
      "           -3.1114e-03, -1.2224e-03]],\n",
      "\n",
      "         [[ 2.6450e-02, -4.4150e-03,  3.3085e-02,  ..., -2.5480e-02,\n",
      "           -3.0563e-02, -2.2726e-02],\n",
      "          [ 1.5172e-03,  1.0632e-02, -7.2143e-03,  ..., -3.0940e-02,\n",
      "            2.1318e-02,  6.5557e-03],\n",
      "          [-3.5578e-02,  5.7916e-03, -2.7111e-02,  ..., -1.2378e-02,\n",
      "            1.0202e-02, -2.4834e-02],\n",
      "          ...,\n",
      "          [-7.0475e-03,  5.8118e-03, -3.3649e-02,  ...,  2.3453e-02,\n",
      "           -2.6573e-02,  6.6588e-03],\n",
      "          [ 3.1148e-02, -1.1250e-02,  1.5194e-04,  ..., -1.1184e-02,\n",
      "           -3.1861e-02,  2.2538e-02],\n",
      "          [-1.8103e-02,  2.4805e-02,  1.4796e-02,  ...,  8.6401e-03,\n",
      "           -1.9547e-02, -3.2561e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.2761e-03,  2.1948e-02, -1.9534e-02,  ..., -1.0367e-03,\n",
      "           -3.9409e-03,  1.1595e-02],\n",
      "          [ 5.8849e-03,  3.3966e-02,  3.1635e-02,  ...,  2.0481e-02,\n",
      "           -2.7188e-03,  3.4890e-02],\n",
      "          [ 3.3063e-02,  6.4983e-03,  1.0883e-02,  ...,  6.3190e-03,\n",
      "           -5.2415e-03,  1.2273e-03],\n",
      "          ...,\n",
      "          [ 1.3019e-02, -2.0409e-02, -3.0548e-02,  ...,  1.2529e-02,\n",
      "            4.2660e-03, -8.2211e-03],\n",
      "          [-1.8739e-02, -6.7209e-03,  1.1961e-02,  ..., -1.8940e-02,\n",
      "            3.4401e-02, -2.6967e-02],\n",
      "          [-1.0528e-02,  9.7153e-03, -9.4651e-04,  ..., -1.2573e-02,\n",
      "           -3.1787e-02, -2.1453e-03]],\n",
      "\n",
      "         [[-2.3595e-02, -1.5501e-02,  1.7970e-02,  ...,  3.0224e-02,\n",
      "           -1.9363e-02,  3.5338e-02],\n",
      "          [-1.2467e-02,  2.7845e-02, -8.3275e-03,  ..., -9.2542e-03,\n",
      "            5.4599e-03, -7.1475e-03],\n",
      "          [-1.9682e-02, -1.4758e-03, -3.0207e-02,  ...,  3.1090e-02,\n",
      "            7.1591e-03,  4.9153e-03],\n",
      "          ...,\n",
      "          [ 3.1853e-02,  3.1916e-02, -6.2531e-03,  ..., -1.4075e-02,\n",
      "           -2.2798e-03, -3.1658e-02],\n",
      "          [ 1.1660e-02,  2.6510e-02, -1.6372e-02,  ...,  2.5205e-02,\n",
      "           -9.6856e-03, -2.2879e-02],\n",
      "          [ 2.8092e-02, -1.5247e-02,  2.7306e-02,  ...,  2.7470e-02,\n",
      "            2.6533e-02, -1.8470e-02]],\n",
      "\n",
      "         [[ 2.9685e-02,  1.0555e-02,  1.4876e-02,  ...,  3.4663e-02,\n",
      "            5.5747e-03,  1.1119e-02],\n",
      "          [-1.1187e-02,  1.1264e-02, -8.0902e-03,  ...,  1.2739e-02,\n",
      "           -1.8394e-02,  1.5044e-03],\n",
      "          [ 3.4307e-02, -3.1358e-02, -1.1502e-02,  ..., -1.2997e-02,\n",
      "            3.3091e-02, -1.1554e-03],\n",
      "          ...,\n",
      "          [-1.1138e-02, -3.3102e-02,  1.0101e-02,  ...,  2.7341e-02,\n",
      "           -3.2013e-02,  2.5571e-02],\n",
      "          [ 3.5637e-02,  2.6394e-02,  2.6702e-02,  ..., -4.3783e-03,\n",
      "           -8.9438e-03, -3.4253e-02],\n",
      "          [ 3.4754e-02,  2.0958e-02,  2.6054e-03,  ..., -2.2838e-02,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           -4.6015e-03, -1.8760e-02]]]])\n",
      "param tensor([[[[ 1.0004e-02,  1.5571e-02, -4.6980e-03,  ...,  1.2597e-02,\n",
      "           -2.5497e-03,  1.0710e-02],\n",
      "          [ 4.4840e-03,  9.5702e-03, -1.0521e-02,  ..., -1.5431e-02,\n",
      "           -7.6562e-03, -1.9878e-03],\n",
      "          [ 1.2354e-02,  1.3954e-02,  1.2024e-02,  ...,  7.2798e-03,\n",
      "            6.9839e-03, -6.9327e-03],\n",
      "          ...,\n",
      "          [ 1.1962e-02,  6.6543e-03, -3.9642e-04,  ..., -1.5836e-02,\n",
      "            1.9954e-02,  2.2864e-02],\n",
      "          [-2.4083e-03, -4.7353e-03, -7.0369e-03,  ...,  4.4361e-03,\n",
      "           -4.6027e-03,  7.6373e-04],\n",
      "          [-2.2075e-03,  9.5436e-03,  5.3377e-03,  ...,  5.5620e-03,\n",
      "            1.7226e-03,  3.3451e-03]],\n",
      "\n",
      "         [[-8.7042e-03, -3.3236e-03, -2.6269e-03,  ..., -1.6143e-02,\n",
      "           -2.6773e-03, -1.3484e-02],\n",
      "          [-1.1183e-02, -6.5994e-03, -8.7272e-03,  ...,  6.1309e-03,\n",
      "            2.0913e-03, -2.6558e-03],\n",
      "          [-7.5086e-03, -2.5086e-03,  2.4944e-02,  ...,  1.5593e-02,\n",
      "           -2.0327e-03, -7.6886e-03],\n",
      "          ...,\n",
      "          [-5.5275e-03,  7.4323e-03, -8.8758e-03,  ..., -6.1124e-03,\n",
      "           -3.0670e-02,  6.6669e-03],\n",
      "          [-1.4945e-02, -1.5158e-02, -1.5498e-03,  ...,  1.0491e-02,\n",
      "            4.6768e-03, -2.9561e-03],\n",
      "          [ 1.4399e-02, -2.6139e-03,  1.6008e-02,  ..., -1.5751e-02,\n",
      "           -1.5969e-02, -1.0270e-02]],\n",
      "\n",
      "         [[-2.5204e-02,  8.1028e-03, -2.1539e-03,  ..., -1.4310e-02,\n",
      "           -3.6906e-03,  1.0235e-02],\n",
      "          [ 1.4138e-03, -5.0545e-03, -3.1439e-03,  ...,  1.9133e-03,\n",
      "            3.2748e-03, -3.5335e-03],\n",
      "          [ 1.9880e-02, -7.9807e-03, -1.0068e-02,  ..., -4.4978e-03,\n",
      "            2.3102e-04,  1.2043e-02],\n",
      "          ...,\n",
      "          [ 2.0490e-03,  2.7752e-02, -1.6894e-05,  ..., -3.6280e-03,\n",
      "           -1.2711e-02,  2.5784e-03],\n",
      "          [-1.0997e-02, -1.4463e-02, -3.6103e-03,  ..., -9.6783e-03,\n",
      "            1.1396e-02,  3.1633e-03],\n",
      "          [-3.0863e-03,  2.1965e-03, -3.2294e-03,  ..., -4.2714e-03,\n",
      "            1.6415e-02, -2.0431e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-5.8282e-03,  1.5859e-02,  2.6935e-02,  ..., -3.7208e-03,\n",
      "            3.1447e-03, -5.7015e-03],\n",
      "          [ 8.2346e-04, -2.6850e-03,  2.4703e-02,  ...,  8.4251e-03,\n",
      "           -1.2118e-02,  1.9472e-03],\n",
      "          [-1.5672e-02, -6.4395e-03, -9.1350e-03,  ...,  2.6167e-04,\n",
      "            1.4733e-02,  5.2349e-03],\n",
      "          ...,\n",
      "          [-9.8807e-03,  1.0458e-02, -8.8349e-03,  ..., -3.5163e-03,\n",
      "            7.2717e-03,  5.7835e-03],\n",
      "          [-8.4241e-03, -1.0718e-03,  7.8967e-03,  ...,  2.1281e-04,\n",
      "            5.5630e-03, -8.4617e-03],\n",
      "          [-1.5412e-02, -1.0894e-02,  8.6095e-03,  ..., -2.8907e-03,\n",
      "            1.7442e-02, -3.0437e-03]],\n",
      "\n",
      "         [[ 1.5467e-02, -9.8304e-05,  6.4654e-03,  ..., -2.2280e-02,\n",
      "            2.1461e-03, -5.4610e-03],\n",
      "          [ 8.9817e-04,  2.7228e-03, -5.1416e-03,  ..., -7.4783e-03,\n",
      "           -1.2868e-02, -6.2955e-03],\n",
      "          [-6.0470e-03,  6.1577e-03,  8.3429e-03,  ..., -8.0196e-03,\n",
      "           -3.7212e-03,  1.2639e-02],\n",
      "          ...,\n",
      "          [ 1.7504e-02,  5.3646e-03,  6.7801e-03,  ...,  2.0418e-03,\n",
      "            1.7523e-03, -3.5288e-03],\n",
      "          [ 1.5477e-03, -6.1657e-03, -9.9155e-03,  ..., -1.6221e-02,\n",
      "            2.0839e-03,  1.3777e-02],\n",
      "          [-4.5283e-04,  3.7597e-03,  9.4404e-03,  ...,  3.6528e-03,\n",
      "            5.5220e-03, -7.5890e-04]],\n",
      "\n",
      "         [[ 4.6843e-03, -1.4724e-03, -1.2089e-02,  ...,  1.7580e-02,\n",
      "            3.8160e-03,  9.6081e-03],\n",
      "          [-1.5046e-02, -3.0609e-03,  7.3870e-03,  ..., -9.4385e-03,\n",
      "           -2.1690e-03, -2.0006e-02],\n",
      "          [ 6.7699e-03, -1.1174e-02,  7.0795e-03,  ..., -1.0641e-02,\n",
      "           -4.5113e-03, -1.4406e-02],\n",
      "          ...,\n",
      "          [-1.3631e-03, -3.0484e-02,  1.0949e-02,  ..., -1.2322e-02,\n",
      "            1.5700e-02,  6.7730e-03],\n",
      "          [-5.0922e-04,  2.2542e-03,  2.8573e-04,  ..., -7.7806e-05,\n",
      "           -6.6870e-03,  6.5871e-03],\n",
      "          [-8.9407e-03,  5.7515e-04,  2.5853e-03,  ..., -1.3164e-02,\n",
      "            4.6029e-03, -6.3378e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 7.1804e-03, -8.6153e-03, -1.9686e-02,  ...,  5.6258e-03,\n",
      "            1.0178e-03,  7.5144e-03],\n",
      "          [ 2.2699e-02,  2.6268e-02, -1.3049e-02,  ..., -3.7704e-03,\n",
      "            6.1081e-03, -3.8589e-03],\n",
      "          [-5.7174e-04, -4.9067e-03,  8.6105e-03,  ...,  1.2556e-02,\n",
      "            5.4926e-03,  9.1253e-03],\n",
      "          ...,\n",
      "          [ 1.4239e-02, -5.5354e-03, -1.1026e-02,  ...,  1.8152e-04,\n",
      "            3.3856e-03, -1.3104e-02],\n",
      "          [-1.4058e-02,  6.0340e-03,  1.8006e-03,  ...,  7.7443e-03,\n",
      "            2.3437e-02, -5.7403e-03],\n",
      "          [ 2.6568e-04, -4.1677e-03, -1.3530e-02,  ..., -1.2862e-02,\n",
      "           -2.5708e-02, -7.3278e-03]],\n",
      "\n",
      "         [[-6.0398e-03, -3.5700e-03,  5.7824e-03,  ...,  5.3321e-03,\n",
      "           -3.0145e-03,  9.0113e-03],\n",
      "          [-2.1889e-03, -1.1299e-04, -1.5274e-03,  ...,  1.1570e-02,\n",
      "           -1.1953e-02, -7.5651e-03],\n",
      "          [ 4.6581e-03, -5.5818e-03,  1.2709e-02,  ..., -4.8595e-03,\n",
      "            7.4202e-03,  2.3833e-03],\n",
      "          ...,\n",
      "          [ 1.6492e-02,  1.5826e-02,  1.3017e-02,  ...,  8.3553e-03,\n",
      "           -5.0786e-03, -5.7304e-03],\n",
      "          [-1.8202e-03, -7.0182e-03, -5.3927e-03,  ...,  1.2175e-02,\n",
      "            7.2059e-03,  5.3029e-03],\n",
      "          [ 7.4638e-03, -3.9597e-03,  1.3338e-02,  ...,  6.9233e-03,\n",
      "           -2.4541e-02, -1.8176e-04]],\n",
      "\n",
      "         [[ 2.9377e-03,  9.1740e-03,  1.9827e-02,  ..., -1.2812e-02,\n",
      "           -5.9984e-03,  9.7588e-03],\n",
      "          [-1.7444e-03, -1.3407e-02, -2.2421e-02,  ..., -7.9948e-03,\n",
      "            8.0748e-03,  4.5743e-03],\n",
      "          [ 1.0867e-02,  3.2387e-02,  5.9547e-03,  ...,  1.6461e-03,\n",
      "            4.4270e-03, -1.6027e-02],\n",
      "          ...,\n",
      "          [ 2.1139e-03, -5.5637e-03, -1.3729e-02,  ...,  8.5888e-03,\n",
      "           -1.5675e-02, -7.1800e-03],\n",
      "          [-3.0407e-03,  1.1780e-02, -2.8443e-03,  ..., -9.8355e-03,\n",
      "            1.8015e-03, -3.5864e-03],\n",
      "          [ 7.0135e-03,  5.3778e-03, -3.3128e-03,  ..., -2.6906e-03,\n",
      "           -2.9063e-03, -1.9625e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 9.8711e-03, -4.8166e-03, -1.9152e-02,  ..., -4.6028e-03,\n",
      "           -1.9227e-03,  9.5089e-03],\n",
      "          [-1.8490e-02, -3.6222e-04,  6.6630e-03,  ...,  4.6595e-03,\n",
      "           -1.1130e-02, -1.1077e-02],\n",
      "          [ 1.1630e-02,  2.7668e-04,  9.6846e-03,  ..., -1.6666e-03,\n",
      "           -4.9880e-03,  1.8708e-03],\n",
      "          ...,\n",
      "          [ 4.9141e-03,  4.6778e-03,  7.6584e-03,  ..., -3.8019e-03,\n",
      "           -2.9443e-04, -3.8804e-03],\n",
      "          [ 1.4989e-02, -5.8786e-03,  4.8261e-03,  ...,  8.1083e-03,\n",
      "           -4.1178e-03,  1.4200e-02],\n",
      "          [ 6.7135e-04,  1.2103e-02, -6.3919e-03,  ..., -1.9858e-02,\n",
      "           -3.1089e-03,  2.1076e-02]],\n",
      "\n",
      "         [[-8.9389e-03, -4.0387e-03,  2.8255e-03,  ...,  2.6459e-03,\n",
      "           -1.1604e-02,  7.8567e-03],\n",
      "          [-2.6243e-03,  1.4058e-02,  4.5147e-03,  ...,  1.2535e-02,\n",
      "            7.1316e-03,  1.5853e-02],\n",
      "          [-1.1841e-02,  3.2219e-03, -2.1830e-02,  ...,  2.6641e-03,\n",
      "            1.1569e-02,  3.0249e-04],\n",
      "          ...,\n",
      "          [-2.7157e-02,  1.2634e-02,  6.2220e-03,  ...,  7.6163e-03,\n",
      "            2.8851e-03, -1.9046e-03],\n",
      "          [ 1.3573e-02,  3.5468e-03,  2.2450e-02,  ..., -4.5982e-03,\n",
      "            1.4340e-02,  8.3685e-03],\n",
      "          [-2.1436e-02,  4.0202e-03,  1.1608e-02,  ...,  1.1321e-03,\n",
      "            2.8226e-03,  4.0708e-03]],\n",
      "\n",
      "         [[-4.8148e-03,  8.3370e-03, -1.1837e-02,  ..., -5.1200e-03,\n",
      "           -9.9717e-03, -5.9434e-03],\n",
      "          [ 1.8006e-03,  2.0999e-03, -1.1627e-02,  ...,  1.7704e-02,\n",
      "           -9.0648e-03,  4.0142e-04],\n",
      "          [ 2.0780e-03, -7.9892e-03, -6.6913e-03,  ..., -2.4564e-03,\n",
      "            1.2742e-02, -1.2661e-02],\n",
      "          ...,\n",
      "          [-6.4884e-03, -9.5104e-03,  1.1073e-02,  ..., -1.2824e-02,\n",
      "            7.9329e-03,  1.6136e-03],\n",
      "          [ 1.5333e-02,  8.1401e-03, -2.9555e-04,  ..., -1.1746e-02,\n",
      "            5.6134e-03,  5.5666e-03],\n",
      "          [-6.5321e-03, -3.5960e-03, -1.1055e-02,  ..., -1.8448e-02,\n",
      "            7.0641e-03,  1.1092e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 9.5446e-03, -6.7403e-03,  3.5725e-03,  ..., -5.8414e-04,\n",
      "           -9.2304e-03,  1.4372e-02],\n",
      "          [ 6.1604e-03,  1.5569e-03,  1.5158e-02,  ...,  1.4549e-02,\n",
      "            1.7859e-02,  6.9856e-04],\n",
      "          [ 8.8778e-03,  7.8039e-03,  8.8125e-03,  ...,  2.1566e-02,\n",
      "            8.5697e-03, -1.7383e-02],\n",
      "          ...,\n",
      "          [-6.3954e-04,  1.3535e-03, -3.7986e-03,  ...,  1.0453e-02,\n",
      "            1.5602e-03,  9.3606e-03],\n",
      "          [-7.8938e-04, -3.1444e-03, -7.4129e-03,  ...,  8.1429e-03,\n",
      "            5.4141e-03, -2.0676e-03],\n",
      "          [ 1.0648e-03, -7.0916e-03,  3.1011e-03,  ..., -2.9871e-03,\n",
      "           -4.7160e-03,  1.0318e-02]],\n",
      "\n",
      "         [[-1.4563e-02, -1.2471e-02, -8.4869e-03,  ...,  1.0333e-02,\n",
      "            8.3377e-03, -1.5424e-02],\n",
      "          [ 2.0988e-02, -6.6983e-03,  2.9353e-02,  ..., -5.7207e-03,\n",
      "            6.6030e-03,  7.4531e-03],\n",
      "          [-2.0882e-02, -3.5580e-03, -9.1887e-03,  ..., -5.9795e-03,\n",
      "           -1.0900e-02, -8.1246e-03],\n",
      "          ...,\n",
      "          [-3.0028e-03,  7.7424e-03,  2.8361e-03,  ...,  6.7966e-03,\n",
      "            1.1448e-02,  1.9222e-03],\n",
      "          [ 3.6580e-03,  1.2036e-02, -2.4191e-02,  ..., -8.5679e-03,\n",
      "            8.2955e-03,  1.9119e-02],\n",
      "          [ 1.3177e-02, -8.4302e-03,  2.7122e-03,  ..., -8.2076e-04,\n",
      "           -1.3715e-02,  1.7237e-02]],\n",
      "\n",
      "         [[ 1.1957e-02, -8.1281e-04, -4.4090e-03,  ...,  1.3936e-03,\n",
      "            1.4619e-02, -6.8020e-04],\n",
      "          [-2.1635e-03,  6.8736e-03, -1.0023e-02,  ..., -6.9631e-03,\n",
      "           -3.5435e-03,  4.2778e-03],\n",
      "          [-3.5508e-03,  5.5459e-03,  5.1482e-04,  ..., -1.2651e-02,\n",
      "           -1.6039e-03, -1.2944e-02],\n",
      "          ...,\n",
      "          [-1.1840e-02, -1.2984e-02,  1.8783e-02,  ...,  1.9781e-03,\n",
      "            6.1546e-03, -1.3415e-02],\n",
      "          [ 1.0179e-02,  6.9103e-03,  2.3348e-02,  ...,  3.2558e-03,\n",
      "           -1.3738e-02,  6.9721e-03],\n",
      "          [-1.3830e-02, -6.4857e-03,  1.2243e-02,  ...,  9.0577e-03,\n",
      "            4.0074e-04,  1.6676e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 9.6151e-03, -1.0340e-02, -8.2056e-03,  ...,  3.8591e-03,\n",
      "            1.1169e-02, -9.7686e-03],\n",
      "          [-1.7540e-02,  2.5072e-04, -2.1451e-02,  ...,  3.5531e-04,\n",
      "            6.7778e-03,  1.0178e-02],\n",
      "          [ 3.4080e-03,  1.0930e-02, -2.1871e-02,  ...,  1.2438e-02,\n",
      "           -3.0043e-03, -2.3084e-03],\n",
      "          ...,\n",
      "          [ 2.5643e-03,  1.3976e-02, -1.6415e-03,  ..., -3.7603e-04,\n",
      "            1.2397e-02,  6.2123e-03],\n",
      "          [-6.7237e-03,  1.0547e-02, -1.3820e-02,  ..., -5.1656e-03,\n",
      "           -1.9050e-02, -2.7598e-03],\n",
      "          [ 9.7193e-03,  9.7348e-03,  6.9235e-03,  ..., -3.7060e-03,\n",
      "           -2.4071e-03, -2.3325e-02]],\n",
      "\n",
      "         [[ 1.2534e-02,  1.9649e-02,  6.9357e-03,  ..., -1.3155e-02,\n",
      "           -1.3393e-02, -4.0237e-04],\n",
      "          [ 1.3533e-02,  2.0076e-03,  8.4911e-04,  ..., -1.7206e-03,\n",
      "            1.3045e-03,  7.3319e-03],\n",
      "          [-1.3818e-02,  2.6439e-03,  4.4011e-03,  ..., -6.1596e-03,\n",
      "            8.4153e-03,  5.2524e-03],\n",
      "          ...,\n",
      "          [ 1.2979e-02,  1.0570e-02, -6.8393e-03,  ..., -1.2997e-03,\n",
      "            9.5046e-03,  4.9891e-03],\n",
      "          [ 1.7739e-02,  1.3293e-02,  1.1871e-02,  ...,  1.2740e-02,\n",
      "            7.5456e-03, -2.5183e-03],\n",
      "          [-1.9851e-03,  2.2490e-02, -9.9358e-03,  ..., -1.1295e-02,\n",
      "           -6.6433e-03, -3.9952e-03]],\n",
      "\n",
      "         [[-8.0795e-03, -8.9712e-03,  3.6621e-03,  ...,  4.5113e-03,\n",
      "           -8.2744e-03,  5.8252e-03],\n",
      "          [-1.3616e-02,  2.2032e-03,  6.0113e-03,  ..., -2.4600e-03,\n",
      "            4.0171e-03,  1.2133e-02],\n",
      "          [ 7.2926e-04,  1.1527e-02, -7.8496e-03,  ..., -1.0520e-02,\n",
      "           -3.5894e-03,  8.9769e-03],\n",
      "          ...,\n",
      "          [ 8.3275e-03, -2.6399e-03,  5.0140e-03,  ..., -4.7833e-03,\n",
      "            4.9080e-03, -2.1633e-03],\n",
      "          [ 2.5551e-03, -7.4660e-03,  1.2131e-02,  ...,  3.5058e-03,\n",
      "           -2.8333e-03,  1.7975e-02],\n",
      "          [-3.9112e-03,  1.0406e-02, -5.3275e-03,  ..., -1.3873e-02,\n",
      "           -1.0802e-02,  6.7275e-04]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 2.7507e-03, -6.5769e-03,  3.0494e-03,  ...,  5.0194e-03,\n",
      "           -8.3987e-04,  7.0197e-03],\n",
      "          [ 9.9914e-03, -2.3605e-03, -2.8841e-03,  ...,  1.2576e-02,\n",
      "           -3.6004e-03,  6.8055e-03],\n",
      "          [ 1.0834e-03, -8.1911e-03,  1.7991e-03,  ..., -9.1723e-03,\n",
      "            4.4741e-03, -1.0543e-02],\n",
      "          ...,\n",
      "          [ 1.7770e-04, -2.0560e-03, -1.1845e-02,  ...,  8.4085e-03,\n",
      "           -4.8336e-03,  2.0337e-02],\n",
      "          [ 5.4808e-03,  1.3482e-02,  9.2347e-03,  ..., -1.5581e-02,\n",
      "           -3.8947e-03,  1.6482e-03],\n",
      "          [ 9.5525e-03, -2.2821e-02,  1.0440e-02,  ..., -1.9147e-03,\n",
      "           -1.9064e-02, -4.7311e-03]],\n",
      "\n",
      "         [[ 4.0483e-03, -2.2157e-03, -7.7323e-03,  ..., -7.4201e-03,\n",
      "           -4.5869e-04, -1.7486e-04],\n",
      "          [-5.0291e-03,  1.3463e-02,  8.9826e-03,  ...,  4.1022e-03,\n",
      "           -1.8512e-03, -3.1312e-03],\n",
      "          [ 1.3122e-02,  7.8055e-03,  1.9687e-03,  ...,  3.9454e-03,\n",
      "            2.1559e-02, -3.5379e-03],\n",
      "          ...,\n",
      "          [-4.3432e-03,  1.2839e-02,  5.5375e-03,  ..., -7.3645e-03,\n",
      "            6.2934e-03,  1.2614e-02],\n",
      "          [-7.8767e-03,  7.8227e-03, -1.0223e-02,  ...,  3.1871e-03,\n",
      "           -3.5193e-03, -1.5337e-02],\n",
      "          [ 9.8567e-03,  4.1092e-04, -1.7387e-04,  ..., -1.1183e-02,\n",
      "           -1.4239e-03,  6.9780e-03]],\n",
      "\n",
      "         [[ 2.5586e-03, -1.0774e-03,  1.9833e-02,  ..., -4.1418e-03,\n",
      "            1.7469e-02,  4.3337e-03],\n",
      "          [ 8.6320e-03, -5.4599e-04, -2.2950e-02,  ...,  7.9201e-04,\n",
      "           -1.5469e-02,  1.1133e-02],\n",
      "          [ 4.5258e-03, -4.8442e-03,  7.3869e-03,  ..., -1.0643e-02,\n",
      "           -6.7169e-03,  1.0923e-02],\n",
      "          ...,\n",
      "          [-1.4642e-02, -4.3945e-03, -6.7041e-03,  ..., -2.5069e-03,\n",
      "           -6.1079e-03,  9.1706e-03],\n",
      "          [ 5.7143e-03, -4.7103e-03,  3.4366e-03,  ..., -1.8123e-02,\n",
      "            1.5250e-02, -1.0670e-02],\n",
      "          [-1.6102e-03, -7.6272e-03, -1.3526e-02,  ..., -6.4989e-03,\n",
      "            2.0317e-03,  6.1550e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.2149e-02, -3.0385e-04, -1.2211e-02,  ...,  2.7357e-02,\n",
      "           -5.5336e-03,  1.1608e-02],\n",
      "          [-2.5471e-02, -2.1208e-02, -5.1261e-03,  ...,  7.5802e-03,\n",
      "           -1.2709e-02, -8.1812e-03],\n",
      "          [ 2.7021e-02,  1.2373e-02,  9.1802e-03,  ..., -1.5299e-02,\n",
      "           -3.7270e-03, -1.3195e-03],\n",
      "          ...,\n",
      "          [ 1.0611e-02,  2.7933e-03,  8.1004e-03,  ...,  1.7642e-02,\n",
      "            1.0808e-02,  8.3816e-03],\n",
      "          [ 1.3111e-02, -6.1152e-03,  5.1682e-03,  ...,  3.3357e-03,\n",
      "            1.3301e-03,  8.6268e-03],\n",
      "          [ 9.5224e-03,  1.7294e-02,  1.7378e-04,  ..., -4.7111e-03,\n",
      "           -1.0847e-02,  2.2974e-02]],\n",
      "\n",
      "         [[ 1.0267e-02, -1.2445e-02, -1.7759e-02,  ...,  8.0761e-04,\n",
      "            6.3971e-04,  2.2952e-03],\n",
      "          [ 3.5792e-03, -7.6731e-03,  1.0851e-02,  ..., -2.1568e-03,\n",
      "            8.2117e-03,  1.3300e-03],\n",
      "          [ 7.1018e-03,  7.3030e-03, -2.3789e-03,  ...,  5.6699e-03,\n",
      "            7.7969e-03, -2.1884e-03],\n",
      "          ...,\n",
      "          [ 4.7174e-03,  1.8471e-02, -1.1185e-02,  ..., -1.1599e-03,\n",
      "            2.1140e-02,  3.3112e-03],\n",
      "          [-1.1156e-02, -2.8372e-03,  1.5887e-02,  ...,  1.5469e-02,\n",
      "            9.2516e-03, -1.4407e-02],\n",
      "          [-7.0694e-03, -9.3155e-03,  8.2511e-03,  ...,  1.2708e-02,\n",
      "            1.1591e-02, -1.0542e-02]],\n",
      "\n",
      "         [[-6.2873e-03,  7.9743e-03,  1.2079e-03,  ...,  2.1724e-02,\n",
      "           -1.6286e-03, -1.2600e-02],\n",
      "          [ 4.3684e-03,  5.2150e-03, -2.0582e-02,  ...,  5.7236e-03,\n",
      "            4.6655e-04, -1.3809e-02],\n",
      "          [ 1.3646e-02, -2.6794e-02, -4.7194e-03,  ...,  5.7476e-05,\n",
      "            1.5904e-03,  1.2466e-02],\n",
      "          ...,\n",
      "          [ 2.5584e-03, -2.1188e-04, -4.9759e-03,  ...,  1.2128e-02,\n",
      "           -1.1010e-03, -6.2373e-03],\n",
      "          [ 1.5158e-03, -1.8899e-03, -1.5817e-02,  ..., -9.6066e-04,\n",
      "           -4.9130e-03,  5.1332e-03],\n",
      "          [ 2.5341e-02, -2.0954e-03, -1.3538e-02,  ..., -1.0286e-03,\n",
      "            2.4297e-02,  3.8340e-03]]],\n",
      "\n",
      "\n",
      "        [[[-8.1331e-03, -9.8123e-03, -6.8684e-03,  ..., -5.4988e-03,\n",
      "           -1.6587e-02,  8.4429e-03],\n",
      "          [-3.5227e-03,  3.4264e-04, -3.0511e-03,  ..., -2.7088e-03,\n",
      "            2.1175e-02, -2.9043e-04],\n",
      "          [ 5.1907e-03,  1.9473e-03,  1.4365e-02,  ..., -5.3715e-04,\n",
      "           -1.8715e-02, -8.4905e-04],\n",
      "          ...,\n",
      "          [-4.6081e-03, -7.2478e-03, -7.2126e-03,  ..., -2.0255e-04,\n",
      "           -4.4082e-03, -2.8705e-03],\n",
      "          [-2.1815e-03, -1.5046e-02, -5.6449e-03,  ..., -9.3453e-03,\n",
      "           -2.7013e-03,  9.6928e-03],\n",
      "          [-1.3880e-02,  1.0586e-02, -4.3407e-03,  ..., -1.5991e-02,\n",
      "            8.8058e-05,  5.0570e-03]],\n",
      "\n",
      "         [[ 2.2509e-02, -1.6139e-02, -1.1185e-02,  ..., -1.7360e-03,\n",
      "           -1.1128e-02, -4.2369e-03],\n",
      "          [-1.3077e-02, -4.1832e-04,  7.7308e-03,  ..., -1.3747e-02,\n",
      "            1.0909e-02, -1.4213e-03],\n",
      "          [-1.0702e-02,  1.1965e-02,  4.6032e-03,  ...,  6.5519e-03,\n",
      "            1.6721e-03,  3.5854e-03],\n",
      "          ...,\n",
      "          [ 6.7083e-03, -2.2437e-03,  1.3757e-02,  ...,  3.5709e-03,\n",
      "           -1.5710e-02, -1.4768e-02],\n",
      "          [-1.2609e-02,  8.1169e-03,  5.2104e-03,  ..., -8.1121e-03,\n",
      "            1.5619e-02, -1.4782e-03],\n",
      "          [-1.5952e-02,  6.0157e-03, -8.3909e-03,  ...,  5.2963e-03,\n",
      "            4.4895e-03, -3.5560e-03]],\n",
      "\n",
      "         [[ 4.0924e-03, -6.9313e-03,  8.4242e-03,  ..., -1.9431e-02,\n",
      "            7.0498e-03,  3.7934e-03],\n",
      "          [-7.6572e-03, -3.4241e-03,  1.5275e-02,  ..., -1.2830e-02,\n",
      "            1.6976e-02,  7.0235e-03],\n",
      "          [ 5.2921e-04, -1.4956e-02,  1.0115e-02,  ..., -1.7420e-02,\n",
      "           -1.1468e-03, -1.6315e-03],\n",
      "          ...,\n",
      "          [ 9.2382e-05,  1.9361e-02,  1.3713e-03,  ...,  1.7792e-02,\n",
      "            1.8575e-02,  1.5004e-02],\n",
      "          [ 6.5027e-03, -4.4689e-03, -9.3949e-04,  ..., -1.5968e-02,\n",
      "            3.0557e-03,  1.6263e-03],\n",
      "          [-1.2167e-02,  2.5184e-03,  3.5347e-03,  ...,  4.2020e-03,\n",
      "            3.9431e-03,  9.9443e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.7992e-02,  1.7492e-02,  9.0726e-03,  ...,  2.2045e-03,\n",
      "            1.0011e-02,  1.0550e-03],\n",
      "          [ 1.5747e-03, -3.0855e-03,  1.0186e-02,  ...,  1.6105e-02,\n",
      "           -7.0488e-03,  2.1324e-03],\n",
      "          [ 6.8819e-03, -6.3942e-03,  9.3094e-03,  ..., -6.5135e-03,\n",
      "            6.3654e-03, -1.3346e-02],\n",
      "          ...,\n",
      "          [-1.3379e-02,  3.1528e-03, -5.2802e-03,  ...,  2.3755e-04,\n",
      "           -1.1281e-02, -4.9992e-03],\n",
      "          [ 4.5694e-03, -4.8255e-03,  8.1302e-03,  ...,  9.0177e-03,\n",
      "            2.0238e-03, -3.2324e-03],\n",
      "          [ 9.7400e-03, -5.3251e-03,  1.9173e-03,  ...,  4.0511e-03,\n",
      "            5.1114e-03,  5.8834e-03]],\n",
      "\n",
      "         [[ 4.8852e-03, -1.6478e-02,  1.2592e-02,  ...,  9.8430e-03,\n",
      "           -4.4276e-03,  1.7140e-02],\n",
      "          [ 6.2083e-06, -1.6755e-02, -7.1432e-03,  ...,  1.1358e-02,\n",
      "           -6.0588e-03,  2.9773e-03],\n",
      "          [ 2.1972e-03,  6.3446e-03,  1.2299e-02,  ..., -7.3266e-03,\n",
      "            1.0691e-03, -1.0611e-02],\n",
      "          ...,\n",
      "          [ 9.2291e-03, -6.2338e-04,  8.6562e-03,  ..., -4.0598e-03,\n",
      "            1.2625e-02,  1.0536e-02],\n",
      "          [ 1.5718e-02, -3.1417e-04, -8.9186e-03,  ..., -2.2365e-02,\n",
      "            3.5504e-03,  5.7579e-03],\n",
      "          [ 9.9402e-03, -4.8731e-03,  1.3865e-02,  ..., -7.5431e-03,\n",
      "           -2.0897e-04, -3.8898e-03]],\n",
      "\n",
      "         [[-7.4161e-03,  7.4097e-03,  1.4359e-02,  ..., -1.1649e-03,\n",
      "            8.7683e-03, -1.0839e-02],\n",
      "          [ 1.1786e-02,  5.5991e-03, -1.0807e-02,  ..., -3.7548e-04,\n",
      "           -3.0391e-03,  3.9259e-03],\n",
      "          [ 6.8955e-03,  4.4935e-03, -3.8231e-03,  ..., -4.7082e-03,\n",
      "            9.6042e-03,  8.6985e-03],\n",
      "          ...,\n",
      "          [ 6.3001e-03,  1.0089e-02, -9.6618e-03,  ..., -6.9534e-03,\n",
      "           -7.6459e-03, -1.5158e-03],\n",
      "          [ 5.7023e-03,  2.6750e-03, -5.5764e-03,  ..., -2.3743e-02,\n",
      "            1.2629e-04, -2.3181e-03],\n",
      "          [ 9.6559e-03, -2.4898e-03, -9.9882e-04,  ...,  1.5939e-02,\n",
      "           -1.1567e-02,  7.9840e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 7.7279e-03, -2.0720e-02, -2.3432e-03,  ..., -2.4595e-04,\n",
      "           -2.1554e-03, -1.3559e-02],\n",
      "          [-7.5090e-03,  4.6433e-03,  5.7646e-03,  ..., -1.1046e-02,\n",
      "           -4.5564e-03,  5.4376e-03],\n",
      "          [ 3.4353e-03, -1.5534e-03,  1.1493e-02,  ..., -3.9349e-03,\n",
      "            1.3195e-02, -1.3656e-02],\n",
      "          ...,\n",
      "          [-1.5970e-02,  2.2310e-03,  1.8668e-03,  ...,  9.6478e-04,\n",
      "            2.2453e-04,  1.1353e-02],\n",
      "          [ 6.6980e-03,  9.3401e-03, -1.3025e-02,  ..., -1.3694e-02,\n",
      "            1.0659e-03, -9.7386e-03],\n",
      "          [-1.2813e-02,  2.0242e-03,  2.6399e-02,  ..., -1.7659e-02,\n",
      "            6.3168e-03,  5.9033e-03]],\n",
      "\n",
      "         [[-1.8783e-03, -5.2953e-03, -1.7804e-03,  ..., -4.7795e-03,\n",
      "           -1.0830e-02, -2.4221e-03],\n",
      "          [ 3.6553e-03, -4.6325e-04, -7.3163e-03,  ..., -1.6873e-02,\n",
      "           -9.4094e-03, -3.4903e-03],\n",
      "          [-5.7477e-03, -7.8060e-04, -5.1924e-03,  ..., -1.7390e-02,\n",
      "            9.3834e-03,  2.5497e-03],\n",
      "          ...,\n",
      "          [ 2.7287e-03, -4.8731e-03, -7.9247e-03,  ..., -1.3799e-02,\n",
      "            9.8350e-03,  4.0785e-03],\n",
      "          [ 3.4501e-03,  1.6390e-02, -1.9804e-04,  ..., -2.0143e-02,\n",
      "            2.0049e-02, -3.0264e-02],\n",
      "          [ 2.6466e-03, -1.4978e-02,  7.0858e-04,  ...,  1.1300e-02,\n",
      "            2.9853e-03, -1.8621e-02]],\n",
      "\n",
      "         [[ 7.9245e-03,  1.4794e-02, -7.1493e-03,  ...,  5.1577e-03,\n",
      "            6.3471e-03,  1.2345e-02],\n",
      "          [ 1.4337e-02,  9.1822e-04,  2.1680e-03,  ...,  3.4459e-04,\n",
      "            2.4075e-03,  3.3306e-03],\n",
      "          [-2.8893e-03,  6.6967e-03, -2.6582e-03,  ..., -4.0252e-03,\n",
      "           -1.2731e-02, -1.7641e-03],\n",
      "          ...,\n",
      "          [-5.7940e-03, -1.9924e-03, -1.3278e-02,  ..., -8.6845e-04,\n",
      "            9.6884e-03, -1.1915e-02],\n",
      "          [-2.5247e-03, -6.7445e-03,  5.2027e-03,  ...,  4.3067e-03,\n",
      "            1.3201e-02, -9.2220e-03],\n",
      "          [-8.6297e-03,  5.5500e-03, -3.6384e-03,  ..., -9.4386e-04,\n",
      "           -6.2598e-03,  1.7846e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.2039e-03, -6.7534e-03, -3.4614e-02,  ...,  1.0532e-02,\n",
      "           -6.1616e-03,  2.0472e-02],\n",
      "          [ 1.1313e-03,  4.6153e-03,  2.1704e-04,  ..., -1.4518e-03,\n",
      "           -1.1517e-02, -2.2653e-02],\n",
      "          [-1.6553e-03,  4.8017e-04, -2.7258e-03,  ...,  3.5265e-03,\n",
      "            1.1272e-02, -8.3003e-03],\n",
      "          ...,\n",
      "          [ 4.2294e-03, -8.0728e-03, -6.8111e-03,  ..., -2.4204e-02,\n",
      "           -6.3424e-03, -5.7839e-03],\n",
      "          [-8.4565e-03,  9.7536e-03,  1.7249e-02,  ...,  7.5684e-03,\n",
      "           -2.1657e-02,  6.6933e-03],\n",
      "          [-8.7235e-03, -2.9233e-04, -4.9030e-03,  ...,  1.8484e-03,\n",
      "            9.8786e-03,  6.1035e-03]],\n",
      "\n",
      "         [[-3.4007e-05, -4.0749e-03, -1.2455e-02,  ...,  8.1388e-03,\n",
      "           -2.8103e-05,  1.6459e-02],\n",
      "          [-1.4442e-02, -5.2372e-03,  1.1802e-02,  ..., -8.3648e-03,\n",
      "            1.0387e-02,  2.6829e-03],\n",
      "          [-1.0202e-02, -7.7306e-03, -3.0339e-03,  ..., -7.5510e-03,\n",
      "           -8.8671e-03,  9.2863e-03],\n",
      "          ...,\n",
      "          [-3.4531e-04, -8.6316e-03, -1.3876e-02,  ..., -1.5373e-02,\n",
      "            1.3443e-02, -3.9511e-03],\n",
      "          [-1.6318e-02, -2.0843e-04, -1.5292e-02,  ...,  4.6543e-04,\n",
      "           -1.7232e-02,  1.0524e-02],\n",
      "          [ 7.6790e-03, -2.8890e-03, -5.5388e-03,  ..., -3.6675e-04,\n",
      "            7.3076e-03,  1.6491e-02]],\n",
      "\n",
      "         [[-1.1208e-02,  6.0470e-03,  6.7412e-03,  ..., -4.1743e-03,\n",
      "            6.1144e-03,  6.9333e-03],\n",
      "          [ 1.7812e-04,  2.6977e-03,  6.7428e-04,  ...,  3.0118e-03,\n",
      "            4.9644e-03, -1.4511e-02],\n",
      "          [-1.0904e-02, -1.3655e-02, -5.7833e-03,  ..., -6.5086e-03,\n",
      "            4.8170e-03, -5.4153e-03],\n",
      "          ...,\n",
      "          [ 1.9134e-02,  3.5977e-03, -5.3198e-03,  ..., -1.9195e-04,\n",
      "            2.1560e-03, -2.7121e-02],\n",
      "          [ 5.3814e-03,  4.0242e-03, -6.9882e-03,  ..., -8.4563e-04,\n",
      "           -1.7949e-02,  1.3392e-02],\n",
      "          [ 2.1355e-03, -6.2468e-03,  4.8004e-03,  ...,  5.7044e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           -1.2199e-02,  3.6597e-03]]]])\n",
      "v.copy tensor([[[[ 1.0004e-02,  1.5571e-02, -4.6980e-03,  ...,  1.2597e-02,\n",
      "           -2.5497e-03,  1.0710e-02],\n",
      "          [ 4.4840e-03,  9.5702e-03, -1.0521e-02,  ..., -1.5431e-02,\n",
      "           -7.6562e-03, -1.9878e-03],\n",
      "          [ 1.2354e-02,  1.3954e-02,  1.2024e-02,  ...,  7.2798e-03,\n",
      "            6.9839e-03, -6.9327e-03],\n",
      "          ...,\n",
      "          [ 1.1962e-02,  6.6543e-03, -3.9642e-04,  ..., -1.5836e-02,\n",
      "            1.9954e-02,  2.2864e-02],\n",
      "          [-2.4083e-03, -4.7353e-03, -7.0369e-03,  ...,  4.4361e-03,\n",
      "           -4.6027e-03,  7.6373e-04],\n",
      "          [-2.2075e-03,  9.5436e-03,  5.3377e-03,  ...,  5.5620e-03,\n",
      "            1.7226e-03,  3.3451e-03]],\n",
      "\n",
      "         [[-8.7042e-03, -3.3236e-03, -2.6269e-03,  ..., -1.6143e-02,\n",
      "           -2.6773e-03, -1.3484e-02],\n",
      "          [-1.1183e-02, -6.5994e-03, -8.7272e-03,  ...,  6.1309e-03,\n",
      "            2.0913e-03, -2.6558e-03],\n",
      "          [-7.5086e-03, -2.5086e-03,  2.4944e-02,  ...,  1.5593e-02,\n",
      "           -2.0327e-03, -7.6886e-03],\n",
      "          ...,\n",
      "          [-5.5275e-03,  7.4323e-03, -8.8758e-03,  ..., -6.1124e-03,\n",
      "           -3.0670e-02,  6.6669e-03],\n",
      "          [-1.4945e-02, -1.5158e-02, -1.5498e-03,  ...,  1.0491e-02,\n",
      "            4.6768e-03, -2.9561e-03],\n",
      "          [ 1.4399e-02, -2.6139e-03,  1.6008e-02,  ..., -1.5751e-02,\n",
      "           -1.5969e-02, -1.0270e-02]],\n",
      "\n",
      "         [[-2.5204e-02,  8.1028e-03, -2.1539e-03,  ..., -1.4310e-02,\n",
      "           -3.6906e-03,  1.0235e-02],\n",
      "          [ 1.4138e-03, -5.0545e-03, -3.1439e-03,  ...,  1.9133e-03,\n",
      "            3.2748e-03, -3.5335e-03],\n",
      "          [ 1.9880e-02, -7.9807e-03, -1.0068e-02,  ..., -4.4978e-03,\n",
      "            2.3102e-04,  1.2043e-02],\n",
      "          ...,\n",
      "          [ 2.0490e-03,  2.7752e-02, -1.6894e-05,  ..., -3.6280e-03,\n",
      "           -1.2711e-02,  2.5784e-03],\n",
      "          [-1.0997e-02, -1.4463e-02, -3.6103e-03,  ..., -9.6783e-03,\n",
      "            1.1396e-02,  3.1633e-03],\n",
      "          [-3.0863e-03,  2.1965e-03, -3.2294e-03,  ..., -4.2714e-03,\n",
      "            1.6415e-02, -2.0431e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-5.8282e-03,  1.5859e-02,  2.6935e-02,  ..., -3.7208e-03,\n",
      "            3.1447e-03, -5.7015e-03],\n",
      "          [ 8.2346e-04, -2.6850e-03,  2.4703e-02,  ...,  8.4251e-03,\n",
      "           -1.2118e-02,  1.9472e-03],\n",
      "          [-1.5672e-02, -6.4395e-03, -9.1350e-03,  ...,  2.6167e-04,\n",
      "            1.4733e-02,  5.2349e-03],\n",
      "          ...,\n",
      "          [-9.8807e-03,  1.0458e-02, -8.8349e-03,  ..., -3.5163e-03,\n",
      "            7.2717e-03,  5.7835e-03],\n",
      "          [-8.4241e-03, -1.0718e-03,  7.8967e-03,  ...,  2.1281e-04,\n",
      "            5.5630e-03, -8.4617e-03],\n",
      "          [-1.5412e-02, -1.0894e-02,  8.6095e-03,  ..., -2.8907e-03,\n",
      "            1.7442e-02, -3.0437e-03]],\n",
      "\n",
      "         [[ 1.5467e-02, -9.8304e-05,  6.4654e-03,  ..., -2.2280e-02,\n",
      "            2.1461e-03, -5.4610e-03],\n",
      "          [ 8.9817e-04,  2.7228e-03, -5.1416e-03,  ..., -7.4783e-03,\n",
      "           -1.2868e-02, -6.2955e-03],\n",
      "          [-6.0470e-03,  6.1577e-03,  8.3429e-03,  ..., -8.0196e-03,\n",
      "           -3.7212e-03,  1.2639e-02],\n",
      "          ...,\n",
      "          [ 1.7504e-02,  5.3646e-03,  6.7801e-03,  ...,  2.0418e-03,\n",
      "            1.7523e-03, -3.5288e-03],\n",
      "          [ 1.5477e-03, -6.1657e-03, -9.9155e-03,  ..., -1.6221e-02,\n",
      "            2.0839e-03,  1.3777e-02],\n",
      "          [-4.5283e-04,  3.7597e-03,  9.4404e-03,  ...,  3.6528e-03,\n",
      "            5.5220e-03, -7.5890e-04]],\n",
      "\n",
      "         [[ 4.6843e-03, -1.4724e-03, -1.2089e-02,  ...,  1.7580e-02,\n",
      "            3.8160e-03,  9.6081e-03],\n",
      "          [-1.5046e-02, -3.0609e-03,  7.3870e-03,  ..., -9.4385e-03,\n",
      "           -2.1690e-03, -2.0006e-02],\n",
      "          [ 6.7699e-03, -1.1174e-02,  7.0795e-03,  ..., -1.0641e-02,\n",
      "           -4.5113e-03, -1.4406e-02],\n",
      "          ...,\n",
      "          [-1.3631e-03, -3.0484e-02,  1.0949e-02,  ..., -1.2322e-02,\n",
      "            1.5700e-02,  6.7730e-03],\n",
      "          [-5.0922e-04,  2.2542e-03,  2.8573e-04,  ..., -7.7806e-05,\n",
      "           -6.6870e-03,  6.5871e-03],\n",
      "          [-8.9407e-03,  5.7515e-04,  2.5853e-03,  ..., -1.3164e-02,\n",
      "            4.6029e-03, -6.3378e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 7.1804e-03, -8.6153e-03, -1.9686e-02,  ...,  5.6258e-03,\n",
      "            1.0178e-03,  7.5144e-03],\n",
      "          [ 2.2699e-02,  2.6268e-02, -1.3049e-02,  ..., -3.7704e-03,\n",
      "            6.1081e-03, -3.8589e-03],\n",
      "          [-5.7174e-04, -4.9067e-03,  8.6105e-03,  ...,  1.2556e-02,\n",
      "            5.4926e-03,  9.1253e-03],\n",
      "          ...,\n",
      "          [ 1.4239e-02, -5.5354e-03, -1.1026e-02,  ...,  1.8152e-04,\n",
      "            3.3856e-03, -1.3104e-02],\n",
      "          [-1.4058e-02,  6.0340e-03,  1.8006e-03,  ...,  7.7443e-03,\n",
      "            2.3437e-02, -5.7403e-03],\n",
      "          [ 2.6568e-04, -4.1677e-03, -1.3530e-02,  ..., -1.2862e-02,\n",
      "           -2.5708e-02, -7.3278e-03]],\n",
      "\n",
      "         [[-6.0398e-03, -3.5700e-03,  5.7824e-03,  ...,  5.3321e-03,\n",
      "           -3.0145e-03,  9.0113e-03],\n",
      "          [-2.1889e-03, -1.1299e-04, -1.5274e-03,  ...,  1.1570e-02,\n",
      "           -1.1953e-02, -7.5651e-03],\n",
      "          [ 4.6581e-03, -5.5818e-03,  1.2709e-02,  ..., -4.8595e-03,\n",
      "            7.4202e-03,  2.3833e-03],\n",
      "          ...,\n",
      "          [ 1.6492e-02,  1.5826e-02,  1.3017e-02,  ...,  8.3553e-03,\n",
      "           -5.0786e-03, -5.7304e-03],\n",
      "          [-1.8202e-03, -7.0182e-03, -5.3927e-03,  ...,  1.2175e-02,\n",
      "            7.2059e-03,  5.3029e-03],\n",
      "          [ 7.4638e-03, -3.9597e-03,  1.3338e-02,  ...,  6.9233e-03,\n",
      "           -2.4541e-02, -1.8176e-04]],\n",
      "\n",
      "         [[ 2.9377e-03,  9.1740e-03,  1.9827e-02,  ..., -1.2812e-02,\n",
      "           -5.9984e-03,  9.7588e-03],\n",
      "          [-1.7444e-03, -1.3407e-02, -2.2421e-02,  ..., -7.9948e-03,\n",
      "            8.0748e-03,  4.5743e-03],\n",
      "          [ 1.0867e-02,  3.2387e-02,  5.9547e-03,  ...,  1.6461e-03,\n",
      "            4.4270e-03, -1.6027e-02],\n",
      "          ...,\n",
      "          [ 2.1139e-03, -5.5637e-03, -1.3729e-02,  ...,  8.5888e-03,\n",
      "           -1.5675e-02, -7.1800e-03],\n",
      "          [-3.0407e-03,  1.1780e-02, -2.8443e-03,  ..., -9.8355e-03,\n",
      "            1.8015e-03, -3.5864e-03],\n",
      "          [ 7.0135e-03,  5.3778e-03, -3.3128e-03,  ..., -2.6906e-03,\n",
      "           -2.9063e-03, -1.9625e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 9.8711e-03, -4.8166e-03, -1.9152e-02,  ..., -4.6028e-03,\n",
      "           -1.9227e-03,  9.5089e-03],\n",
      "          [-1.8490e-02, -3.6222e-04,  6.6630e-03,  ...,  4.6595e-03,\n",
      "           -1.1130e-02, -1.1077e-02],\n",
      "          [ 1.1630e-02,  2.7668e-04,  9.6846e-03,  ..., -1.6666e-03,\n",
      "           -4.9880e-03,  1.8708e-03],\n",
      "          ...,\n",
      "          [ 4.9141e-03,  4.6778e-03,  7.6584e-03,  ..., -3.8019e-03,\n",
      "           -2.9443e-04, -3.8804e-03],\n",
      "          [ 1.4989e-02, -5.8786e-03,  4.8261e-03,  ...,  8.1083e-03,\n",
      "           -4.1178e-03,  1.4200e-02],\n",
      "          [ 6.7135e-04,  1.2103e-02, -6.3919e-03,  ..., -1.9858e-02,\n",
      "           -3.1089e-03,  2.1076e-02]],\n",
      "\n",
      "         [[-8.9389e-03, -4.0387e-03,  2.8255e-03,  ...,  2.6459e-03,\n",
      "           -1.1604e-02,  7.8567e-03],\n",
      "          [-2.6243e-03,  1.4058e-02,  4.5147e-03,  ...,  1.2535e-02,\n",
      "            7.1316e-03,  1.5853e-02],\n",
      "          [-1.1841e-02,  3.2219e-03, -2.1830e-02,  ...,  2.6641e-03,\n",
      "            1.1569e-02,  3.0249e-04],\n",
      "          ...,\n",
      "          [-2.7157e-02,  1.2634e-02,  6.2220e-03,  ...,  7.6163e-03,\n",
      "            2.8851e-03, -1.9046e-03],\n",
      "          [ 1.3573e-02,  3.5468e-03,  2.2450e-02,  ..., -4.5982e-03,\n",
      "            1.4340e-02,  8.3685e-03],\n",
      "          [-2.1436e-02,  4.0202e-03,  1.1608e-02,  ...,  1.1321e-03,\n",
      "            2.8226e-03,  4.0708e-03]],\n",
      "\n",
      "         [[-4.8148e-03,  8.3370e-03, -1.1837e-02,  ..., -5.1200e-03,\n",
      "           -9.9717e-03, -5.9434e-03],\n",
      "          [ 1.8006e-03,  2.0999e-03, -1.1627e-02,  ...,  1.7704e-02,\n",
      "           -9.0648e-03,  4.0142e-04],\n",
      "          [ 2.0780e-03, -7.9892e-03, -6.6913e-03,  ..., -2.4564e-03,\n",
      "            1.2742e-02, -1.2661e-02],\n",
      "          ...,\n",
      "          [-6.4884e-03, -9.5104e-03,  1.1073e-02,  ..., -1.2824e-02,\n",
      "            7.9329e-03,  1.6136e-03],\n",
      "          [ 1.5333e-02,  8.1401e-03, -2.9555e-04,  ..., -1.1746e-02,\n",
      "            5.6134e-03,  5.5666e-03],\n",
      "          [-6.5321e-03, -3.5960e-03, -1.1055e-02,  ..., -1.8448e-02,\n",
      "            7.0641e-03,  1.1092e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 9.5446e-03, -6.7403e-03,  3.5725e-03,  ..., -5.8414e-04,\n",
      "           -9.2304e-03,  1.4372e-02],\n",
      "          [ 6.1604e-03,  1.5569e-03,  1.5158e-02,  ...,  1.4549e-02,\n",
      "            1.7859e-02,  6.9856e-04],\n",
      "          [ 8.8778e-03,  7.8039e-03,  8.8125e-03,  ...,  2.1566e-02,\n",
      "            8.5697e-03, -1.7383e-02],\n",
      "          ...,\n",
      "          [-6.3954e-04,  1.3535e-03, -3.7986e-03,  ...,  1.0453e-02,\n",
      "            1.5602e-03,  9.3606e-03],\n",
      "          [-7.8938e-04, -3.1444e-03, -7.4129e-03,  ...,  8.1429e-03,\n",
      "            5.4141e-03, -2.0676e-03],\n",
      "          [ 1.0648e-03, -7.0916e-03,  3.1011e-03,  ..., -2.9871e-03,\n",
      "           -4.7160e-03,  1.0318e-02]],\n",
      "\n",
      "         [[-1.4563e-02, -1.2471e-02, -8.4869e-03,  ...,  1.0333e-02,\n",
      "            8.3377e-03, -1.5424e-02],\n",
      "          [ 2.0988e-02, -6.6983e-03,  2.9353e-02,  ..., -5.7207e-03,\n",
      "            6.6030e-03,  7.4531e-03],\n",
      "          [-2.0882e-02, -3.5580e-03, -9.1887e-03,  ..., -5.9795e-03,\n",
      "           -1.0900e-02, -8.1246e-03],\n",
      "          ...,\n",
      "          [-3.0028e-03,  7.7424e-03,  2.8361e-03,  ...,  6.7966e-03,\n",
      "            1.1448e-02,  1.9222e-03],\n",
      "          [ 3.6580e-03,  1.2036e-02, -2.4191e-02,  ..., -8.5679e-03,\n",
      "            8.2955e-03,  1.9119e-02],\n",
      "          [ 1.3177e-02, -8.4302e-03,  2.7122e-03,  ..., -8.2076e-04,\n",
      "           -1.3715e-02,  1.7237e-02]],\n",
      "\n",
      "         [[ 1.1957e-02, -8.1281e-04, -4.4090e-03,  ...,  1.3936e-03,\n",
      "            1.4619e-02, -6.8020e-04],\n",
      "          [-2.1635e-03,  6.8736e-03, -1.0023e-02,  ..., -6.9631e-03,\n",
      "           -3.5435e-03,  4.2778e-03],\n",
      "          [-3.5508e-03,  5.5459e-03,  5.1482e-04,  ..., -1.2651e-02,\n",
      "           -1.6039e-03, -1.2944e-02],\n",
      "          ...,\n",
      "          [-1.1840e-02, -1.2984e-02,  1.8783e-02,  ...,  1.9781e-03,\n",
      "            6.1546e-03, -1.3415e-02],\n",
      "          [ 1.0179e-02,  6.9103e-03,  2.3348e-02,  ...,  3.2558e-03,\n",
      "           -1.3738e-02,  6.9721e-03],\n",
      "          [-1.3830e-02, -6.4857e-03,  1.2243e-02,  ...,  9.0577e-03,\n",
      "            4.0074e-04,  1.6676e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 9.6151e-03, -1.0340e-02, -8.2056e-03,  ...,  3.8591e-03,\n",
      "            1.1169e-02, -9.7686e-03],\n",
      "          [-1.7540e-02,  2.5072e-04, -2.1451e-02,  ...,  3.5531e-04,\n",
      "            6.7778e-03,  1.0178e-02],\n",
      "          [ 3.4080e-03,  1.0930e-02, -2.1871e-02,  ...,  1.2438e-02,\n",
      "           -3.0043e-03, -2.3084e-03],\n",
      "          ...,\n",
      "          [ 2.5643e-03,  1.3976e-02, -1.6415e-03,  ..., -3.7603e-04,\n",
      "            1.2397e-02,  6.2123e-03],\n",
      "          [-6.7237e-03,  1.0547e-02, -1.3820e-02,  ..., -5.1656e-03,\n",
      "           -1.9050e-02, -2.7598e-03],\n",
      "          [ 9.7193e-03,  9.7348e-03,  6.9235e-03,  ..., -3.7060e-03,\n",
      "           -2.4071e-03, -2.3325e-02]],\n",
      "\n",
      "         [[ 1.2534e-02,  1.9649e-02,  6.9357e-03,  ..., -1.3155e-02,\n",
      "           -1.3393e-02, -4.0237e-04],\n",
      "          [ 1.3533e-02,  2.0076e-03,  8.4911e-04,  ..., -1.7206e-03,\n",
      "            1.3045e-03,  7.3319e-03],\n",
      "          [-1.3818e-02,  2.6439e-03,  4.4011e-03,  ..., -6.1596e-03,\n",
      "            8.4153e-03,  5.2524e-03],\n",
      "          ...,\n",
      "          [ 1.2979e-02,  1.0570e-02, -6.8393e-03,  ..., -1.2997e-03,\n",
      "            9.5046e-03,  4.9891e-03],\n",
      "          [ 1.7739e-02,  1.3293e-02,  1.1871e-02,  ...,  1.2740e-02,\n",
      "            7.5456e-03, -2.5183e-03],\n",
      "          [-1.9851e-03,  2.2490e-02, -9.9358e-03,  ..., -1.1295e-02,\n",
      "           -6.6433e-03, -3.9952e-03]],\n",
      "\n",
      "         [[-8.0795e-03, -8.9712e-03,  3.6621e-03,  ...,  4.5113e-03,\n",
      "           -8.2744e-03,  5.8252e-03],\n",
      "          [-1.3616e-02,  2.2032e-03,  6.0113e-03,  ..., -2.4600e-03,\n",
      "            4.0171e-03,  1.2133e-02],\n",
      "          [ 7.2926e-04,  1.1527e-02, -7.8496e-03,  ..., -1.0520e-02,\n",
      "           -3.5894e-03,  8.9769e-03],\n",
      "          ...,\n",
      "          [ 8.3275e-03, -2.6399e-03,  5.0140e-03,  ..., -4.7833e-03,\n",
      "            4.9080e-03, -2.1633e-03],\n",
      "          [ 2.5551e-03, -7.4660e-03,  1.2131e-02,  ...,  3.5058e-03,\n",
      "           -2.8333e-03,  1.7975e-02],\n",
      "          [-3.9112e-03,  1.0406e-02, -5.3275e-03,  ..., -1.3873e-02,\n",
      "           -1.0802e-02,  6.7275e-04]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 2.7507e-03, -6.5769e-03,  3.0494e-03,  ...,  5.0194e-03,\n",
      "           -8.3987e-04,  7.0197e-03],\n",
      "          [ 9.9914e-03, -2.3605e-03, -2.8841e-03,  ...,  1.2576e-02,\n",
      "           -3.6004e-03,  6.8055e-03],\n",
      "          [ 1.0834e-03, -8.1911e-03,  1.7991e-03,  ..., -9.1723e-03,\n",
      "            4.4741e-03, -1.0543e-02],\n",
      "          ...,\n",
      "          [ 1.7770e-04, -2.0560e-03, -1.1845e-02,  ...,  8.4085e-03,\n",
      "           -4.8336e-03,  2.0337e-02],\n",
      "          [ 5.4808e-03,  1.3482e-02,  9.2347e-03,  ..., -1.5581e-02,\n",
      "           -3.8947e-03,  1.6482e-03],\n",
      "          [ 9.5525e-03, -2.2821e-02,  1.0440e-02,  ..., -1.9147e-03,\n",
      "           -1.9064e-02, -4.7311e-03]],\n",
      "\n",
      "         [[ 4.0483e-03, -2.2157e-03, -7.7323e-03,  ..., -7.4201e-03,\n",
      "           -4.5869e-04, -1.7486e-04],\n",
      "          [-5.0291e-03,  1.3463e-02,  8.9826e-03,  ...,  4.1022e-03,\n",
      "           -1.8512e-03, -3.1312e-03],\n",
      "          [ 1.3122e-02,  7.8055e-03,  1.9687e-03,  ...,  3.9454e-03,\n",
      "            2.1559e-02, -3.5379e-03],\n",
      "          ...,\n",
      "          [-4.3432e-03,  1.2839e-02,  5.5375e-03,  ..., -7.3645e-03,\n",
      "            6.2934e-03,  1.2614e-02],\n",
      "          [-7.8767e-03,  7.8227e-03, -1.0223e-02,  ...,  3.1871e-03,\n",
      "           -3.5193e-03, -1.5337e-02],\n",
      "          [ 9.8567e-03,  4.1092e-04, -1.7387e-04,  ..., -1.1183e-02,\n",
      "           -1.4239e-03,  6.9780e-03]],\n",
      "\n",
      "         [[ 2.5586e-03, -1.0774e-03,  1.9833e-02,  ..., -4.1418e-03,\n",
      "            1.7469e-02,  4.3337e-03],\n",
      "          [ 8.6320e-03, -5.4599e-04, -2.2950e-02,  ...,  7.9201e-04,\n",
      "           -1.5469e-02,  1.1133e-02],\n",
      "          [ 4.5258e-03, -4.8442e-03,  7.3869e-03,  ..., -1.0643e-02,\n",
      "           -6.7169e-03,  1.0923e-02],\n",
      "          ...,\n",
      "          [-1.4642e-02, -4.3945e-03, -6.7041e-03,  ..., -2.5069e-03,\n",
      "           -6.1079e-03,  9.1706e-03],\n",
      "          [ 5.7143e-03, -4.7103e-03,  3.4366e-03,  ..., -1.8123e-02,\n",
      "            1.5250e-02, -1.0670e-02],\n",
      "          [-1.6102e-03, -7.6272e-03, -1.3526e-02,  ..., -6.4989e-03,\n",
      "            2.0317e-03,  6.1550e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.2149e-02, -3.0385e-04, -1.2211e-02,  ...,  2.7357e-02,\n",
      "           -5.5336e-03,  1.1608e-02],\n",
      "          [-2.5471e-02, -2.1208e-02, -5.1261e-03,  ...,  7.5802e-03,\n",
      "           -1.2709e-02, -8.1812e-03],\n",
      "          [ 2.7021e-02,  1.2373e-02,  9.1802e-03,  ..., -1.5299e-02,\n",
      "           -3.7270e-03, -1.3195e-03],\n",
      "          ...,\n",
      "          [ 1.0611e-02,  2.7933e-03,  8.1004e-03,  ...,  1.7642e-02,\n",
      "            1.0808e-02,  8.3816e-03],\n",
      "          [ 1.3111e-02, -6.1152e-03,  5.1682e-03,  ...,  3.3357e-03,\n",
      "            1.3301e-03,  8.6268e-03],\n",
      "          [ 9.5224e-03,  1.7294e-02,  1.7378e-04,  ..., -4.7111e-03,\n",
      "           -1.0847e-02,  2.2974e-02]],\n",
      "\n",
      "         [[ 1.0267e-02, -1.2445e-02, -1.7759e-02,  ...,  8.0761e-04,\n",
      "            6.3971e-04,  2.2952e-03],\n",
      "          [ 3.5792e-03, -7.6731e-03,  1.0851e-02,  ..., -2.1568e-03,\n",
      "            8.2117e-03,  1.3300e-03],\n",
      "          [ 7.1018e-03,  7.3030e-03, -2.3789e-03,  ...,  5.6699e-03,\n",
      "            7.7969e-03, -2.1884e-03],\n",
      "          ...,\n",
      "          [ 4.7174e-03,  1.8471e-02, -1.1185e-02,  ..., -1.1599e-03,\n",
      "            2.1140e-02,  3.3112e-03],\n",
      "          [-1.1156e-02, -2.8372e-03,  1.5887e-02,  ...,  1.5469e-02,\n",
      "            9.2516e-03, -1.4407e-02],\n",
      "          [-7.0694e-03, -9.3155e-03,  8.2511e-03,  ...,  1.2708e-02,\n",
      "            1.1591e-02, -1.0542e-02]],\n",
      "\n",
      "         [[-6.2873e-03,  7.9743e-03,  1.2079e-03,  ...,  2.1724e-02,\n",
      "           -1.6286e-03, -1.2600e-02],\n",
      "          [ 4.3684e-03,  5.2150e-03, -2.0582e-02,  ...,  5.7236e-03,\n",
      "            4.6655e-04, -1.3809e-02],\n",
      "          [ 1.3646e-02, -2.6794e-02, -4.7194e-03,  ...,  5.7476e-05,\n",
      "            1.5904e-03,  1.2466e-02],\n",
      "          ...,\n",
      "          [ 2.5584e-03, -2.1188e-04, -4.9759e-03,  ...,  1.2128e-02,\n",
      "           -1.1010e-03, -6.2373e-03],\n",
      "          [ 1.5158e-03, -1.8899e-03, -1.5817e-02,  ..., -9.6066e-04,\n",
      "           -4.9130e-03,  5.1332e-03],\n",
      "          [ 2.5341e-02, -2.0954e-03, -1.3538e-02,  ..., -1.0286e-03,\n",
      "            2.4297e-02,  3.8340e-03]]],\n",
      "\n",
      "\n",
      "        [[[-8.1331e-03, -9.8123e-03, -6.8684e-03,  ..., -5.4988e-03,\n",
      "           -1.6587e-02,  8.4429e-03],\n",
      "          [-3.5227e-03,  3.4264e-04, -3.0511e-03,  ..., -2.7088e-03,\n",
      "            2.1175e-02, -2.9043e-04],\n",
      "          [ 5.1907e-03,  1.9473e-03,  1.4365e-02,  ..., -5.3715e-04,\n",
      "           -1.8715e-02, -8.4905e-04],\n",
      "          ...,\n",
      "          [-4.6081e-03, -7.2478e-03, -7.2126e-03,  ..., -2.0255e-04,\n",
      "           -4.4082e-03, -2.8705e-03],\n",
      "          [-2.1815e-03, -1.5046e-02, -5.6449e-03,  ..., -9.3453e-03,\n",
      "           -2.7013e-03,  9.6928e-03],\n",
      "          [-1.3880e-02,  1.0586e-02, -4.3407e-03,  ..., -1.5991e-02,\n",
      "            8.8058e-05,  5.0570e-03]],\n",
      "\n",
      "         [[ 2.2509e-02, -1.6139e-02, -1.1185e-02,  ..., -1.7360e-03,\n",
      "           -1.1128e-02, -4.2369e-03],\n",
      "          [-1.3077e-02, -4.1832e-04,  7.7308e-03,  ..., -1.3747e-02,\n",
      "            1.0909e-02, -1.4213e-03],\n",
      "          [-1.0702e-02,  1.1965e-02,  4.6032e-03,  ...,  6.5519e-03,\n",
      "            1.6721e-03,  3.5854e-03],\n",
      "          ...,\n",
      "          [ 6.7083e-03, -2.2437e-03,  1.3757e-02,  ...,  3.5709e-03,\n",
      "           -1.5710e-02, -1.4768e-02],\n",
      "          [-1.2609e-02,  8.1169e-03,  5.2104e-03,  ..., -8.1121e-03,\n",
      "            1.5619e-02, -1.4782e-03],\n",
      "          [-1.5952e-02,  6.0157e-03, -8.3909e-03,  ...,  5.2963e-03,\n",
      "            4.4895e-03, -3.5560e-03]],\n",
      "\n",
      "         [[ 4.0924e-03, -6.9313e-03,  8.4242e-03,  ..., -1.9431e-02,\n",
      "            7.0498e-03,  3.7934e-03],\n",
      "          [-7.6572e-03, -3.4241e-03,  1.5275e-02,  ..., -1.2830e-02,\n",
      "            1.6976e-02,  7.0235e-03],\n",
      "          [ 5.2921e-04, -1.4956e-02,  1.0115e-02,  ..., -1.7420e-02,\n",
      "           -1.1468e-03, -1.6315e-03],\n",
      "          ...,\n",
      "          [ 9.2382e-05,  1.9361e-02,  1.3713e-03,  ...,  1.7792e-02,\n",
      "            1.8575e-02,  1.5004e-02],\n",
      "          [ 6.5027e-03, -4.4689e-03, -9.3949e-04,  ..., -1.5968e-02,\n",
      "            3.0557e-03,  1.6263e-03],\n",
      "          [-1.2167e-02,  2.5184e-03,  3.5347e-03,  ...,  4.2020e-03,\n",
      "            3.9431e-03,  9.9443e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.7992e-02,  1.7492e-02,  9.0726e-03,  ...,  2.2045e-03,\n",
      "            1.0011e-02,  1.0550e-03],\n",
      "          [ 1.5747e-03, -3.0855e-03,  1.0186e-02,  ...,  1.6105e-02,\n",
      "           -7.0488e-03,  2.1324e-03],\n",
      "          [ 6.8819e-03, -6.3942e-03,  9.3094e-03,  ..., -6.5135e-03,\n",
      "            6.3654e-03, -1.3346e-02],\n",
      "          ...,\n",
      "          [-1.3379e-02,  3.1528e-03, -5.2802e-03,  ...,  2.3755e-04,\n",
      "           -1.1281e-02, -4.9992e-03],\n",
      "          [ 4.5694e-03, -4.8255e-03,  8.1302e-03,  ...,  9.0177e-03,\n",
      "            2.0238e-03, -3.2324e-03],\n",
      "          [ 9.7400e-03, -5.3251e-03,  1.9173e-03,  ...,  4.0511e-03,\n",
      "            5.1114e-03,  5.8834e-03]],\n",
      "\n",
      "         [[ 4.8852e-03, -1.6478e-02,  1.2592e-02,  ...,  9.8430e-03,\n",
      "           -4.4276e-03,  1.7140e-02],\n",
      "          [ 6.2083e-06, -1.6755e-02, -7.1432e-03,  ...,  1.1358e-02,\n",
      "           -6.0588e-03,  2.9773e-03],\n",
      "          [ 2.1972e-03,  6.3446e-03,  1.2299e-02,  ..., -7.3266e-03,\n",
      "            1.0691e-03, -1.0611e-02],\n",
      "          ...,\n",
      "          [ 9.2291e-03, -6.2338e-04,  8.6562e-03,  ..., -4.0598e-03,\n",
      "            1.2625e-02,  1.0536e-02],\n",
      "          [ 1.5718e-02, -3.1417e-04, -8.9186e-03,  ..., -2.2365e-02,\n",
      "            3.5504e-03,  5.7579e-03],\n",
      "          [ 9.9402e-03, -4.8731e-03,  1.3865e-02,  ..., -7.5431e-03,\n",
      "           -2.0897e-04, -3.8898e-03]],\n",
      "\n",
      "         [[-7.4161e-03,  7.4097e-03,  1.4359e-02,  ..., -1.1649e-03,\n",
      "            8.7683e-03, -1.0839e-02],\n",
      "          [ 1.1786e-02,  5.5991e-03, -1.0807e-02,  ..., -3.7548e-04,\n",
      "           -3.0391e-03,  3.9259e-03],\n",
      "          [ 6.8955e-03,  4.4935e-03, -3.8231e-03,  ..., -4.7082e-03,\n",
      "            9.6042e-03,  8.6985e-03],\n",
      "          ...,\n",
      "          [ 6.3001e-03,  1.0089e-02, -9.6618e-03,  ..., -6.9534e-03,\n",
      "           -7.6459e-03, -1.5158e-03],\n",
      "          [ 5.7023e-03,  2.6750e-03, -5.5764e-03,  ..., -2.3743e-02,\n",
      "            1.2629e-04, -2.3181e-03],\n",
      "          [ 9.6559e-03, -2.4898e-03, -9.9882e-04,  ...,  1.5939e-02,\n",
      "           -1.1567e-02,  7.9840e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 7.7279e-03, -2.0720e-02, -2.3432e-03,  ..., -2.4595e-04,\n",
      "           -2.1554e-03, -1.3559e-02],\n",
      "          [-7.5090e-03,  4.6433e-03,  5.7646e-03,  ..., -1.1046e-02,\n",
      "           -4.5564e-03,  5.4376e-03],\n",
      "          [ 3.4353e-03, -1.5534e-03,  1.1493e-02,  ..., -3.9349e-03,\n",
      "            1.3195e-02, -1.3656e-02],\n",
      "          ...,\n",
      "          [-1.5970e-02,  2.2310e-03,  1.8668e-03,  ...,  9.6478e-04,\n",
      "            2.2453e-04,  1.1353e-02],\n",
      "          [ 6.6980e-03,  9.3401e-03, -1.3025e-02,  ..., -1.3694e-02,\n",
      "            1.0659e-03, -9.7386e-03],\n",
      "          [-1.2813e-02,  2.0242e-03,  2.6399e-02,  ..., -1.7659e-02,\n",
      "            6.3168e-03,  5.9033e-03]],\n",
      "\n",
      "         [[-1.8783e-03, -5.2953e-03, -1.7804e-03,  ..., -4.7795e-03,\n",
      "           -1.0830e-02, -2.4221e-03],\n",
      "          [ 3.6553e-03, -4.6325e-04, -7.3163e-03,  ..., -1.6873e-02,\n",
      "           -9.4094e-03, -3.4903e-03],\n",
      "          [-5.7477e-03, -7.8060e-04, -5.1924e-03,  ..., -1.7390e-02,\n",
      "            9.3834e-03,  2.5497e-03],\n",
      "          ...,\n",
      "          [ 2.7287e-03, -4.8731e-03, -7.9247e-03,  ..., -1.3799e-02,\n",
      "            9.8350e-03,  4.0785e-03],\n",
      "          [ 3.4501e-03,  1.6390e-02, -1.9804e-04,  ..., -2.0143e-02,\n",
      "            2.0049e-02, -3.0264e-02],\n",
      "          [ 2.6466e-03, -1.4978e-02,  7.0858e-04,  ...,  1.1300e-02,\n",
      "            2.9853e-03, -1.8621e-02]],\n",
      "\n",
      "         [[ 7.9245e-03,  1.4794e-02, -7.1493e-03,  ...,  5.1577e-03,\n",
      "            6.3471e-03,  1.2345e-02],\n",
      "          [ 1.4337e-02,  9.1822e-04,  2.1680e-03,  ...,  3.4459e-04,\n",
      "            2.4075e-03,  3.3306e-03],\n",
      "          [-2.8893e-03,  6.6967e-03, -2.6582e-03,  ..., -4.0252e-03,\n",
      "           -1.2731e-02, -1.7641e-03],\n",
      "          ...,\n",
      "          [-5.7940e-03, -1.9924e-03, -1.3278e-02,  ..., -8.6845e-04,\n",
      "            9.6884e-03, -1.1915e-02],\n",
      "          [-2.5247e-03, -6.7445e-03,  5.2027e-03,  ...,  4.3067e-03,\n",
      "            1.3201e-02, -9.2220e-03],\n",
      "          [-8.6297e-03,  5.5500e-03, -3.6384e-03,  ..., -9.4386e-04,\n",
      "           -6.2598e-03,  1.7846e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.2039e-03, -6.7534e-03, -3.4614e-02,  ...,  1.0532e-02,\n",
      "           -6.1616e-03,  2.0472e-02],\n",
      "          [ 1.1313e-03,  4.6153e-03,  2.1704e-04,  ..., -1.4518e-03,\n",
      "           -1.1517e-02, -2.2653e-02],\n",
      "          [-1.6553e-03,  4.8017e-04, -2.7258e-03,  ...,  3.5265e-03,\n",
      "            1.1272e-02, -8.3003e-03],\n",
      "          ...,\n",
      "          [ 4.2294e-03, -8.0728e-03, -6.8111e-03,  ..., -2.4204e-02,\n",
      "           -6.3424e-03, -5.7839e-03],\n",
      "          [-8.4565e-03,  9.7536e-03,  1.7249e-02,  ...,  7.5684e-03,\n",
      "           -2.1657e-02,  6.6933e-03],\n",
      "          [-8.7235e-03, -2.9233e-04, -4.9030e-03,  ...,  1.8484e-03,\n",
      "            9.8786e-03,  6.1035e-03]],\n",
      "\n",
      "         [[-3.4007e-05, -4.0749e-03, -1.2455e-02,  ...,  8.1388e-03,\n",
      "           -2.8103e-05,  1.6459e-02],\n",
      "          [-1.4442e-02, -5.2372e-03,  1.1802e-02,  ..., -8.3648e-03,\n",
      "            1.0387e-02,  2.6829e-03],\n",
      "          [-1.0202e-02, -7.7306e-03, -3.0339e-03,  ..., -7.5510e-03,\n",
      "           -8.8671e-03,  9.2863e-03],\n",
      "          ...,\n",
      "          [-3.4531e-04, -8.6316e-03, -1.3876e-02,  ..., -1.5373e-02,\n",
      "            1.3443e-02, -3.9511e-03],\n",
      "          [-1.6318e-02, -2.0843e-04, -1.5292e-02,  ...,  4.6543e-04,\n",
      "           -1.7232e-02,  1.0524e-02],\n",
      "          [ 7.6790e-03, -2.8890e-03, -5.5388e-03,  ..., -3.6675e-04,\n",
      "            7.3076e-03,  1.6491e-02]],\n",
      "\n",
      "         [[-1.1208e-02,  6.0470e-03,  6.7412e-03,  ..., -4.1743e-03,\n",
      "            6.1144e-03,  6.9333e-03],\n",
      "          [ 1.7812e-04,  2.6977e-03,  6.7428e-04,  ...,  3.0118e-03,\n",
      "            4.9644e-03, -1.4511e-02],\n",
      "          [-1.0904e-02, -1.3655e-02, -5.7833e-03,  ..., -6.5086e-03,\n",
      "            4.8170e-03, -5.4153e-03],\n",
      "          ...,\n",
      "          [ 1.9134e-02,  3.5977e-03, -5.3198e-03,  ..., -1.9195e-04,\n",
      "            2.1560e-03, -2.7121e-02],\n",
      "          [ 5.3814e-03,  4.0242e-03, -6.9882e-03,  ..., -8.4563e-04,\n",
      "           -1.7949e-02,  1.3392e-02],\n",
      "          [ 2.1355e-03, -6.2468e-03,  4.8004e-03,  ...,  5.7044e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           -1.2199e-02,  3.6597e-03]]]])\n",
      "k CCN.hl_prior_1.2.conv.bias\n",
      "v tensor([-0.0034, -0.0239,  0.0308, -0.0093,  0.0326, -0.0139,  0.0271,  0.0304,\n",
      "        -0.0046,  0.0068, -0.0273,  0.0187,  0.0103, -0.0280,  0.0317,  0.0254,\n",
      "         0.0200,  0.0127, -0.0005,  0.0310,  0.0189,  0.0214,  0.0245,  0.0240,\n",
      "        -0.0141, -0.0017,  0.0094, -0.0084,  0.0291,  0.0271, -0.0271, -0.0201])\n",
      "param tensor([ 8.8495e-04, -2.4540e-03,  1.9161e-03, -4.9562e-04,  2.4112e-03,\n",
      "         1.9495e-03, -5.0776e-06,  3.1418e-03, -5.2871e-04,  4.7505e-03,\n",
      "         1.7780e-03,  8.0308e-03, -7.6246e-04,  9.2746e-05,  8.1375e-03,\n",
      "        -6.1813e-04,  4.5010e-04, -2.6566e-04,  4.7198e-03,  3.4805e-03,\n",
      "         2.9206e-03,  1.1674e-03,  4.6389e-03,  3.4163e-03,  5.3613e-03,\n",
      "         3.6739e-03,  6.7512e-03,  1.1933e-05,  2.7189e-03,  9.4548e-03,\n",
      "        -1.0868e-03, -3.9776e-05])\n",
      "v.copy tensor([ 8.8495e-04, -2.4540e-03,  1.9161e-03, -4.9562e-04,  2.4112e-03,\n",
      "         1.9495e-03, -5.0776e-06,  3.1418e-03, -5.2871e-04,  4.7505e-03,\n",
      "         1.7780e-03,  8.0308e-03, -7.6246e-04,  9.2746e-05,  8.1375e-03,\n",
      "        -6.1813e-04,  4.5010e-04, -2.6566e-04,  4.7198e-03,  3.4805e-03,\n",
      "         2.9206e-03,  1.1674e-03,  4.6389e-03,  3.4163e-03,  5.3613e-03,\n",
      "         3.6739e-03,  6.7512e-03,  1.1933e-05,  2.7189e-03,  9.4548e-03,\n",
      "        -1.0868e-03, -3.9776e-05])\n",
      "k CCN.hl_prior_1.2.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2442])\n",
      "v.copy tensor([0.2442])\n",
      "k CCN.hl_prior_1.4.conv.weight\n",
      "v tensor([[[[-2.0799e-02,  6.9501e-03, -9.7451e-03,  ...,  6.8383e-03,\n",
      "           -6.6727e-03,  1.8843e-02],\n",
      "          [-2.2477e-02, -1.1429e-02, -1.7979e-02,  ...,  1.7527e-02,\n",
      "           -1.9624e-02, -1.7951e-02],\n",
      "          [ 6.6762e-03,  1.0469e-02, -1.1297e-02,  ..., -2.9556e-03,\n",
      "           -1.0462e-02,  1.6706e-02],\n",
      "          ...,\n",
      "          [-1.9763e-04, -1.6134e-02, -2.0252e-02,  ...,  2.4054e-02,\n",
      "            2.0880e-02, -5.9870e-03],\n",
      "          [ 1.3219e-02,  2.1876e-02, -8.3857e-03,  ...,  2.6438e-03,\n",
      "            2.3431e-02,  1.5750e-02],\n",
      "          [-1.9717e-02, -2.3536e-02, -2.3419e-02,  ..., -2.0859e-02,\n",
      "           -2.3189e-04,  1.7709e-02]],\n",
      "\n",
      "         [[-1.7224e-02,  1.0494e-02,  2.1645e-02,  ...,  1.5053e-02,\n",
      "           -9.3316e-03,  1.7483e-02],\n",
      "          [ 1.9603e-02,  1.0515e-02, -1.4830e-02,  ..., -4.3532e-03,\n",
      "           -8.2852e-03, -2.0765e-02],\n",
      "          [-5.8727e-03,  8.5246e-03, -1.5257e-02,  ...,  8.7910e-03,\n",
      "           -2.4303e-02,  2.1563e-02],\n",
      "          ...,\n",
      "          [-1.2905e-02, -1.9946e-03, -4.8936e-03,  ..., -6.3619e-03,\n",
      "           -1.2283e-02, -1.0364e-02],\n",
      "          [-1.8645e-02,  1.7791e-02,  1.4695e-02,  ..., -1.1644e-02,\n",
      "            3.1569e-03, -8.3821e-05],\n",
      "          [ 1.5411e-02, -1.9362e-02, -1.9352e-02,  ..., -7.0286e-03,\n",
      "           -1.1836e-02,  1.4363e-02]],\n",
      "\n",
      "         [[-1.4147e-02,  2.3905e-02, -1.1451e-02,  ..., -1.7433e-02,\n",
      "           -5.7393e-03, -1.4871e-02],\n",
      "          [-3.6524e-04,  7.4452e-03, -1.4323e-03,  ...,  5.6067e-03,\n",
      "            1.0656e-02, -9.9613e-03],\n",
      "          [ 2.2925e-02, -1.1161e-02,  6.8589e-03,  ...,  9.3402e-03,\n",
      "           -4.2552e-03, -5.9762e-03],\n",
      "          ...,\n",
      "          [-1.8403e-02,  2.2647e-02,  1.4709e-02,  ...,  2.1676e-02,\n",
      "           -1.3258e-02, -1.8501e-02],\n",
      "          [ 8.9435e-03,  1.8470e-02,  2.0895e-02,  ..., -2.6955e-03,\n",
      "           -3.6755e-03,  1.7601e-02],\n",
      "          [ 2.0244e-02, -1.4978e-03, -6.9732e-03,  ...,  1.0901e-02,\n",
      "           -7.6039e-03,  2.0421e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.0087e-02, -1.2671e-02, -1.0663e-03,  ..., -2.3671e-02,\n",
      "           -1.0752e-02,  1.7458e-02],\n",
      "          [ 2.4860e-02, -1.3170e-02, -1.2281e-02,  ...,  1.8528e-02,\n",
      "           -5.7585e-03,  1.6914e-02],\n",
      "          [-1.3802e-02, -6.8806e-03, -1.4448e-02,  ..., -8.5052e-03,\n",
      "           -1.2141e-02,  9.1892e-03],\n",
      "          ...,\n",
      "          [ 2.4496e-02,  1.9080e-02,  1.6254e-02,  ..., -1.2090e-02,\n",
      "           -2.7268e-03, -1.2751e-02],\n",
      "          [ 1.7408e-03,  2.2446e-02, -1.1340e-02,  ...,  2.9782e-03,\n",
      "           -1.5871e-02, -2.1447e-02],\n",
      "          [-3.0118e-03, -1.4898e-02,  7.5174e-03,  ...,  8.0666e-03,\n",
      "           -9.0685e-03, -1.7456e-02]],\n",
      "\n",
      "         [[-1.4027e-02, -1.1740e-02,  1.3320e-02,  ...,  3.2833e-03,\n",
      "           -1.9457e-02, -7.2069e-04],\n",
      "          [-1.0681e-02, -2.0659e-03,  1.0364e-03,  ...,  1.6738e-02,\n",
      "           -2.4096e-02, -3.5121e-03],\n",
      "          [ 3.9111e-03, -5.4833e-03, -1.8731e-02,  ..., -1.1023e-02,\n",
      "            2.2955e-03,  2.8730e-03],\n",
      "          ...,\n",
      "          [ 9.1168e-03,  8.7230e-03, -2.5068e-02,  ...,  2.1988e-02,\n",
      "            9.3389e-04, -1.7825e-03],\n",
      "          [ 1.9385e-02, -2.3207e-02, -2.8446e-03,  ..., -1.5654e-02,\n",
      "            1.6806e-02, -2.3526e-02],\n",
      "          [ 5.6648e-03,  2.5298e-04, -1.0081e-02,  ..., -2.2918e-02,\n",
      "           -1.5802e-02,  1.3714e-02]],\n",
      "\n",
      "         [[ 1.7730e-02,  1.3060e-02, -5.2080e-03,  ...,  2.0067e-02,\n",
      "            1.3882e-02, -2.5931e-04],\n",
      "          [ 1.0741e-02, -2.3702e-02, -7.1510e-03,  ..., -4.4195e-03,\n",
      "            4.5599e-03, -3.8098e-03],\n",
      "          [ 2.1368e-02, -1.6227e-02,  2.0272e-02,  ...,  7.6924e-05,\n",
      "            1.2575e-02,  1.1753e-02],\n",
      "          ...,\n",
      "          [-1.9157e-02,  8.5088e-04,  1.8643e-02,  ..., -1.6273e-02,\n",
      "           -2.0275e-02, -2.4185e-02],\n",
      "          [ 1.4082e-02, -1.3393e-02, -1.5410e-02,  ..., -1.1238e-02,\n",
      "           -2.2341e-02,  1.6122e-02],\n",
      "          [ 1.6453e-02, -2.0774e-02, -2.2688e-02,  ..., -6.4088e-03,\n",
      "            9.3751e-03,  1.0071e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.0760e-02, -2.2915e-03,  7.3310e-03,  ..., -2.1224e-02,\n",
      "           -5.7656e-03, -2.0793e-02],\n",
      "          [ 3.0233e-04,  1.4943e-02, -4.6806e-03,  ...,  1.0580e-02,\n",
      "            1.4914e-02, -2.2969e-02],\n",
      "          [ 1.7330e-02, -9.5848e-03, -2.0242e-02,  ...,  8.8308e-03,\n",
      "            8.2751e-04, -8.7403e-03],\n",
      "          ...,\n",
      "          [-1.2695e-02,  6.1572e-03, -2.1814e-02,  ...,  1.7757e-02,\n",
      "           -5.0414e-03,  2.1772e-02],\n",
      "          [-1.5615e-02,  7.7828e-03,  1.8306e-02,  ...,  4.0510e-04,\n",
      "           -9.4222e-03, -2.4224e-02],\n",
      "          [ 1.4852e-02, -1.0001e-02,  7.6104e-03,  ...,  6.9558e-03,\n",
      "           -8.5714e-03,  2.4537e-03]],\n",
      "\n",
      "         [[-7.0549e-03,  1.5719e-02,  1.8537e-03,  ..., -8.7527e-03,\n",
      "            1.8655e-02, -1.6562e-02],\n",
      "          [ 3.1655e-03, -1.4029e-02, -1.1116e-02,  ..., -2.0867e-02,\n",
      "            1.2614e-02, -1.6486e-02],\n",
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      "           -9.9060e-03, -3.0149e-03],\n",
      "          ...,\n",
      "          [ 1.0575e-02,  2.4097e-02, -9.1333e-03,  ..., -5.2719e-03,\n",
      "           -9.4627e-03,  6.2552e-03],\n",
      "          [ 1.7334e-02, -6.5811e-03, -1.6449e-03,  ...,  9.9251e-04,\n",
      "           -1.7603e-02,  1.1760e-02],\n",
      "          [ 8.3034e-03,  2.4757e-02, -5.1747e-03,  ..., -5.0110e-03,\n",
      "            1.7356e-02, -3.7829e-03]],\n",
      "\n",
      "         [[ 1.4138e-02, -1.7398e-02,  2.0501e-03,  ..., -2.3347e-04,\n",
      "           -2.3444e-02, -2.4586e-02],\n",
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      "           -1.5300e-02, -5.0668e-03],\n",
      "          ...,\n",
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      "           -2.3086e-02,  3.4207e-03],\n",
      "          [ 2.0202e-02,  1.5182e-02,  9.4770e-03,  ...,  1.1199e-02,\n",
      "            9.6689e-03, -3.1944e-03],\n",
      "          [-2.1574e-02, -4.5333e-03, -2.1602e-02,  ...,  1.4016e-02,\n",
      "            2.2656e-02,  1.1471e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.7435e-02, -1.5491e-02, -1.3619e-03,  ...,  1.6872e-02,\n",
      "           -1.7439e-02,  2.3203e-02],\n",
      "          [-3.9251e-03, -1.0992e-02,  2.3449e-02,  ..., -1.9422e-02,\n",
      "           -2.0836e-02,  2.0570e-02],\n",
      "          [ 2.0787e-02, -1.6380e-02, -2.1835e-03,  ..., -1.4917e-03,\n",
      "            2.2777e-02, -1.9203e-02],\n",
      "          ...,\n",
      "          [ 1.9683e-02, -1.4041e-03,  1.9246e-02,  ..., -1.1528e-02,\n",
      "           -3.5946e-04, -4.5577e-03],\n",
      "          [ 5.7271e-03, -1.1823e-02,  1.6183e-02,  ..., -1.9265e-02,\n",
      "            2.2693e-02, -2.4888e-02],\n",
      "          [-4.6729e-03, -2.0809e-02,  2.0623e-02,  ...,  2.3973e-02,\n",
      "           -7.0644e-03, -1.2050e-02]],\n",
      "\n",
      "         [[-1.5879e-02,  3.2522e-03,  1.7997e-02,  ..., -1.9042e-04,\n",
      "           -3.6919e-03, -2.1985e-02],\n",
      "          [ 3.0960e-03, -9.7332e-03,  1.2312e-02,  ..., -6.9526e-04,\n",
      "           -1.3023e-02,  2.0093e-02],\n",
      "          [-2.4480e-02,  8.9011e-03,  8.4233e-03,  ..., -1.1050e-02,\n",
      "           -1.8640e-03, -2.4754e-02],\n",
      "          ...,\n",
      "          [-5.3952e-03, -2.1757e-02,  9.5437e-03,  ..., -7.8211e-03,\n",
      "            1.7549e-03, -8.3698e-03],\n",
      "          [-1.2042e-02, -4.9950e-03, -1.0500e-02,  ..., -9.5870e-03,\n",
      "           -8.7244e-03, -9.6516e-03],\n",
      "          [ 3.8832e-04, -6.6557e-03, -1.4337e-02,  ..., -1.0953e-02,\n",
      "            1.7857e-02, -1.9256e-02]],\n",
      "\n",
      "         [[-5.9661e-03,  6.9883e-03, -5.3408e-03,  ..., -8.2312e-03,\n",
      "            1.5340e-02,  1.6057e-02],\n",
      "          [ 8.8147e-03, -1.5061e-02,  2.3346e-02,  ...,  2.0342e-02,\n",
      "           -2.3935e-03,  5.4201e-03],\n",
      "          [-2.4209e-02,  2.3852e-02, -5.7608e-03,  ..., -2.3454e-02,\n",
      "            1.6594e-02,  1.6022e-02],\n",
      "          ...,\n",
      "          [ 1.0701e-02,  1.6184e-02, -1.6961e-02,  ...,  1.6101e-02,\n",
      "           -1.1674e-03,  2.4677e-02],\n",
      "          [-4.5734e-03, -1.3868e-02, -1.3303e-02,  ...,  3.1756e-03,\n",
      "           -1.5183e-02,  1.1327e-02],\n",
      "          [ 2.3848e-02,  1.9603e-02,  6.8033e-03,  ..., -1.5212e-02,\n",
      "           -8.8572e-04,  2.1293e-02]]],\n",
      "\n",
      "\n",
      "        [[[-9.2202e-03, -7.3714e-03,  2.1160e-02,  ...,  2.2782e-02,\n",
      "            9.0570e-03,  9.6710e-03],\n",
      "          [-1.4566e-02,  1.7550e-02,  3.8548e-03,  ..., -9.5834e-03,\n",
      "            9.7561e-04,  5.0486e-03],\n",
      "          [-2.4125e-02, -6.0628e-03, -3.0878e-03,  ..., -1.1088e-03,\n",
      "            2.4403e-02, -2.3007e-02],\n",
      "          ...,\n",
      "          [ 1.2836e-02,  3.7355e-03,  1.0752e-02,  ...,  1.3477e-02,\n",
      "            2.3958e-02,  8.3618e-04],\n",
      "          [-3.2569e-03, -1.7100e-02, -2.0705e-02,  ...,  3.4145e-03,\n",
      "           -4.0940e-03, -7.2991e-03],\n",
      "          [ 7.1903e-03,  1.9681e-02, -2.2261e-02,  ..., -1.4874e-02,\n",
      "           -1.5319e-02, -1.7250e-02]],\n",
      "\n",
      "         [[ 1.3046e-02,  2.2692e-02,  5.8139e-04,  ...,  1.9984e-02,\n",
      "           -1.3132e-02, -2.3687e-02],\n",
      "          [ 2.4661e-02, -1.0089e-02,  2.0744e-02,  ...,  8.8287e-03,\n",
      "           -5.3534e-03,  4.2058e-03],\n",
      "          [-1.0236e-02, -4.1303e-03, -2.5123e-02,  ...,  1.2243e-02,\n",
      "           -1.6043e-02, -5.3564e-04],\n",
      "          ...,\n",
      "          [-1.9075e-02,  2.1303e-02,  1.4501e-02,  ..., -1.2815e-02,\n",
      "           -2.1977e-02,  5.0545e-03],\n",
      "          [-2.1629e-02, -2.5086e-03, -2.2054e-03,  ..., -1.3222e-02,\n",
      "            1.1825e-02,  4.3100e-03],\n",
      "          [-1.9365e-02, -2.2778e-02, -1.2231e-02,  ..., -1.0090e-02,\n",
      "            1.7412e-02, -1.8950e-02]],\n",
      "\n",
      "         [[ 1.8780e-02,  1.6586e-02, -1.5095e-02,  ..., -2.2767e-02,\n",
      "            2.4125e-03, -1.4649e-02],\n",
      "          [ 5.8110e-03, -2.4577e-02,  2.4988e-02,  ..., -2.1086e-02,\n",
      "           -2.0843e-02, -2.3423e-02],\n",
      "          [-4.0539e-03,  1.7611e-02, -1.9582e-02,  ...,  1.3062e-02,\n",
      "            2.3523e-02,  1.9331e-03],\n",
      "          ...,\n",
      "          [ 1.6240e-02,  2.3043e-02, -5.2435e-04,  ..., -1.4526e-02,\n",
      "            1.4937e-02,  2.4823e-02],\n",
      "          [-9.0087e-03,  4.8424e-03,  1.0340e-03,  ..., -1.2055e-02,\n",
      "            1.0961e-02,  7.2526e-03],\n",
      "          [ 2.3814e-02,  1.4650e-02,  1.8400e-02,  ..., -2.4833e-03,\n",
      "           -1.7466e-02, -3.3217e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.9559e-02, -1.8860e-02,  2.2084e-02,  ..., -1.5329e-02,\n",
      "            1.2912e-02, -8.5239e-03],\n",
      "          [ 1.2727e-02, -1.1780e-02, -2.3704e-02,  ..., -2.4805e-02,\n",
      "           -1.8040e-02, -1.0759e-02],\n",
      "          [ 2.1444e-02,  2.7359e-03, -1.1928e-02,  ..., -2.4157e-02,\n",
      "           -1.1724e-02,  1.0380e-03],\n",
      "          ...,\n",
      "          [-1.1164e-02, -2.1204e-02, -2.4840e-02,  ..., -1.0521e-02,\n",
      "           -2.2893e-02,  7.3981e-04],\n",
      "          [-4.2289e-03, -6.3467e-03, -1.7220e-02,  ...,  1.0941e-02,\n",
      "            3.5764e-03, -1.4583e-02],\n",
      "          [ 8.9875e-03,  2.5860e-03, -2.1372e-02,  ...,  9.1754e-03,\n",
      "            2.0435e-02, -1.7586e-02]],\n",
      "\n",
      "         [[-5.7902e-03,  1.8188e-02, -1.1354e-02,  ...,  6.5435e-03,\n",
      "           -1.3112e-02,  9.8378e-03],\n",
      "          [ 1.3391e-02,  1.7596e-02,  2.0322e-02,  ...,  1.1161e-03,\n",
      "            2.2596e-02, -7.3136e-03],\n",
      "          [-7.1010e-03, -6.3539e-03, -2.3954e-02,  ..., -2.1242e-02,\n",
      "            9.6361e-03, -1.2595e-02],\n",
      "          ...,\n",
      "          [-5.0693e-03,  2.3757e-02, -2.4253e-02,  ..., -8.5832e-03,\n",
      "           -1.2909e-02, -2.6204e-04],\n",
      "          [-2.1836e-02,  1.3277e-02, -1.6449e-02,  ..., -7.4562e-05,\n",
      "           -3.5607e-03, -2.2705e-02],\n",
      "          [ 2.1208e-02, -2.0573e-03, -2.2767e-02,  ..., -1.9947e-02,\n",
      "            9.2224e-03, -1.6821e-02]],\n",
      "\n",
      "         [[-1.2424e-02, -1.5019e-02, -2.7018e-03,  ..., -8.4684e-03,\n",
      "           -5.9411e-03, -5.2908e-03],\n",
      "          [ 2.1787e-02,  6.0932e-03, -2.0457e-02,  ..., -1.7479e-02,\n",
      "            1.1169e-02, -1.8637e-02],\n",
      "          [ 1.2900e-02, -1.2177e-02, -1.6543e-02,  ..., -1.4698e-02,\n",
      "            5.9511e-03,  7.1632e-04],\n",
      "          ...,\n",
      "          [-6.9169e-03, -7.0087e-03, -1.8345e-02,  ...,  1.9738e-02,\n",
      "           -2.4569e-02, -1.8575e-02],\n",
      "          [-2.4885e-02, -1.5020e-02,  8.6962e-03,  ..., -4.8114e-03,\n",
      "            7.9592e-03, -2.3709e-02],\n",
      "          [-1.9763e-02, -8.9058e-03,  2.1616e-02,  ...,  1.4881e-02,\n",
      "           -3.6269e-03,  5.7518e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 1.6917e-02, -1.8476e-02,  2.0251e-02,  ...,  2.2890e-02,\n",
      "            1.4285e-02, -8.3891e-03],\n",
      "          [-1.5631e-02,  2.1829e-02, -1.2515e-02,  ...,  1.3777e-02,\n",
      "            2.3234e-02,  9.0779e-03],\n",
      "          [-1.1954e-02, -1.8051e-02, -1.5831e-02,  ...,  1.5384e-02,\n",
      "            1.0660e-02,  1.7432e-02],\n",
      "          ...,\n",
      "          [-5.8694e-04,  2.0665e-02, -5.8996e-03,  ..., -2.4980e-02,\n",
      "           -1.9094e-03, -5.3633e-03],\n",
      "          [-2.4975e-02, -2.0226e-02,  1.2673e-02,  ...,  8.9161e-03,\n",
      "            6.8512e-03,  8.5259e-03],\n",
      "          [ 1.2739e-02,  1.8150e-02, -2.0198e-02,  ...,  1.0294e-02,\n",
      "            1.2933e-02, -4.6194e-03]],\n",
      "\n",
      "         [[ 3.5844e-03, -1.7047e-03, -1.0961e-02,  ...,  5.0259e-03,\n",
      "            1.0726e-02,  1.4460e-02],\n",
      "          [ 5.9227e-03, -1.8711e-02,  1.8813e-02,  ...,  2.1611e-02,\n",
      "            4.2137e-03,  8.8435e-04],\n",
      "          [-2.2957e-02, -1.8221e-02,  1.7523e-02,  ..., -1.9427e-03,\n",
      "            9.4407e-04,  1.8275e-03],\n",
      "          ...,\n",
      "          [ 2.3199e-02, -2.4940e-02, -2.0988e-02,  ...,  1.2502e-02,\n",
      "            3.8646e-03,  1.7802e-02],\n",
      "          [-4.1557e-03, -1.3750e-02,  3.4452e-03,  ...,  4.6752e-03,\n",
      "            1.8414e-02,  4.6986e-03],\n",
      "          [ 7.7474e-03,  6.6155e-04, -2.4599e-02,  ..., -8.4399e-03,\n",
      "           -2.1350e-02,  6.9398e-03]],\n",
      "\n",
      "         [[-1.6069e-02, -1.1807e-02, -1.2494e-04,  ...,  1.8893e-02,\n",
      "           -2.3379e-02,  1.0647e-02],\n",
      "          [-1.3017e-02,  4.2375e-03,  1.1735e-02,  ..., -8.1184e-03,\n",
      "           -3.2671e-03,  1.4604e-02],\n",
      "          [ 1.2865e-02, -2.1642e-02, -9.2693e-03,  ...,  7.5035e-03,\n",
      "            3.9220e-03, -1.7773e-03],\n",
      "          ...,\n",
      "          [-5.9776e-03, -1.8892e-02, -6.6000e-03,  ..., -2.1570e-02,\n",
      "           -1.5823e-02, -6.4873e-03],\n",
      "          [-6.3019e-03, -1.9359e-02,  5.5247e-03,  ..., -1.8205e-04,\n",
      "            2.1062e-03, -1.5978e-02],\n",
      "          [-1.5431e-02, -1.1571e-02, -8.3851e-03,  ...,  8.3077e-03,\n",
      "            6.9061e-03,  8.5646e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 2.4352e-02,  1.6322e-02,  1.1005e-02,  ..., -7.1176e-03,\n",
      "            4.3116e-03,  1.6722e-03],\n",
      "          [ 8.5969e-03,  9.1186e-03,  4.3857e-03,  ...,  2.2905e-02,\n",
      "            2.4853e-02, -2.4783e-03],\n",
      "          [ 2.2943e-02, -2.2469e-02,  2.6394e-04,  ..., -2.4852e-02,\n",
      "            2.3148e-02,  6.2019e-03],\n",
      "          ...,\n",
      "          [-2.3170e-03, -3.8739e-03, -1.5766e-03,  ...,  1.1683e-02,\n",
      "            1.8589e-02, -2.3103e-02],\n",
      "          [-1.7730e-02,  2.5031e-02,  1.1374e-02,  ...,  1.4668e-02,\n",
      "            2.5076e-02,  2.1466e-02],\n",
      "          [-1.0720e-02,  4.2908e-03,  1.7523e-02,  ...,  2.6389e-03,\n",
      "            2.2337e-02,  9.7258e-03]],\n",
      "\n",
      "         [[ 1.3051e-02, -1.8674e-02, -7.6299e-04,  ...,  2.0742e-02,\n",
      "            7.4049e-03, -2.4817e-02],\n",
      "          [-9.6028e-04,  1.3704e-02,  1.4565e-02,  ...,  5.6603e-03,\n",
      "           -4.8647e-03, -3.0735e-03],\n",
      "          [ 2.3499e-02, -1.3570e-02,  1.6063e-02,  ...,  1.0915e-02,\n",
      "            1.4240e-03,  2.4423e-02],\n",
      "          ...,\n",
      "          [-8.3082e-03,  2.0907e-02,  1.1560e-02,  ...,  1.6372e-02,\n",
      "           -5.7209e-03,  1.4304e-02],\n",
      "          [-5.9809e-03,  1.6758e-02,  9.7133e-03,  ..., -2.1850e-03,\n",
      "            1.0608e-02,  1.4135e-02],\n",
      "          [ 2.1630e-02,  7.8621e-03, -1.5058e-02,  ..., -5.7535e-03,\n",
      "           -1.7984e-02,  1.9070e-02]],\n",
      "\n",
      "         [[ 1.0943e-02, -2.2266e-02, -6.4797e-03,  ..., -4.9061e-03,\n",
      "            3.2256e-03,  5.3288e-03],\n",
      "          [ 2.1759e-02,  1.5320e-02, -6.1544e-03,  ..., -1.9285e-02,\n",
      "            1.8366e-02, -1.9803e-02],\n",
      "          [ 1.6882e-02, -2.4016e-02, -2.2061e-02,  ..., -1.9274e-02,\n",
      "           -7.4937e-03, -2.2399e-02],\n",
      "          ...,\n",
      "          [ 2.3492e-02,  1.6837e-02,  1.8313e-02,  ...,  2.5045e-02,\n",
      "            2.2176e-02,  1.2843e-02],\n",
      "          [-4.6153e-03, -1.3548e-02, -1.1564e-02,  ...,  1.2244e-02,\n",
      "           -3.7981e-03, -1.1702e-02],\n",
      "          [-7.7562e-03,  1.4509e-02,  2.4053e-02,  ..., -1.5914e-02,\n",
      "           -1.1854e-03,  1.3056e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.7574e-02,  1.4945e-02, -1.9626e-02,  ..., -8.5085e-03,\n",
      "            1.6527e-02,  8.2993e-03],\n",
      "          [-1.0711e-03, -1.9508e-02,  3.6212e-03,  ..., -7.2809e-05,\n",
      "            1.9075e-02,  2.7629e-03],\n",
      "          [ 1.0024e-02, -2.2356e-02,  1.2194e-02,  ..., -1.3598e-02,\n",
      "            2.4387e-02,  5.7496e-03],\n",
      "          ...,\n",
      "          [ 1.3976e-02,  6.2843e-03,  2.7456e-04,  ...,  1.4699e-02,\n",
      "            1.4539e-02,  5.0876e-04],\n",
      "          [-1.0051e-02, -1.7540e-02, -2.1872e-04,  ...,  7.5823e-03,\n",
      "           -1.7834e-02, -2.2568e-02],\n",
      "          [-1.8897e-03,  2.4801e-02, -7.9655e-03,  ..., -9.0185e-03,\n",
      "            2.1464e-02, -1.1258e-02]],\n",
      "\n",
      "         [[-9.2347e-03, -1.4657e-02, -8.1394e-05,  ..., -1.9468e-02,\n",
      "            1.1341e-02,  1.1080e-02],\n",
      "          [-7.4192e-03,  9.8770e-03, -7.7539e-03,  ..., -1.8222e-02,\n",
      "           -7.4993e-03,  5.3203e-03],\n",
      "          [-2.3665e-02, -3.0521e-03, -1.7089e-02,  ..., -1.6928e-02,\n",
      "            2.2003e-03,  1.5047e-02],\n",
      "          ...,\n",
      "          [-2.1933e-02, -2.2476e-02,  8.8849e-03,  ...,  2.5010e-02,\n",
      "            9.2639e-03, -1.7064e-02],\n",
      "          [ 6.2376e-03,  1.5158e-02,  1.5068e-02,  ...,  4.0129e-03,\n",
      "           -1.3758e-02, -1.3566e-03],\n",
      "          [ 1.7432e-02, -7.4131e-03, -9.8503e-03,  ..., -2.3013e-02,\n",
      "           -7.4866e-03, -1.5223e-02]],\n",
      "\n",
      "         [[ 9.0077e-03,  2.4474e-02,  1.1366e-02,  ..., -2.0353e-02,\n",
      "           -6.5768e-03,  5.2319e-04],\n",
      "          [ 1.7842e-02,  1.2065e-02, -1.1736e-02,  ..., -3.0710e-03,\n",
      "            1.8829e-03,  2.4312e-02],\n",
      "          [ 2.2449e-02, -6.9732e-03,  1.0309e-03,  ..., -1.5354e-02,\n",
      "            2.4736e-02,  1.0578e-02],\n",
      "          ...,\n",
      "          [-6.2935e-03,  2.0666e-02,  9.5039e-03,  ..., -1.3277e-02,\n",
      "            9.7691e-03,  1.0845e-02],\n",
      "          [-6.0722e-03, -1.3659e-02, -2.2584e-02,  ..., -2.1067e-02,\n",
      "            2.2039e-02,  2.0043e-02],\n",
      "          [ 1.1790e-02,  1.1326e-02,  3.2893e-03,  ..., -2.2274e-02,\n",
      "           -1.0481e-02, -1.3173e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 2.4402e-02, -1.4229e-02, -1.5882e-02,  ..., -6.3430e-03,\n",
      "           -7.6526e-04, -1.3113e-02],\n",
      "          [ 1.5585e-02, -1.2861e-02, -2.4000e-02,  ...,  1.7145e-02,\n",
      "           -1.4844e-02, -1.9955e-03],\n",
      "          [ 1.9023e-02, -1.6997e-02,  1.6612e-02,  ..., -2.1236e-02,\n",
      "           -3.6077e-03, -3.7798e-03],\n",
      "          ...,\n",
      "          [ 1.6040e-03, -4.9657e-03, -4.6132e-03,  ..., -2.1853e-02,\n",
      "           -2.0539e-02,  4.2295e-03],\n",
      "          [-1.6015e-02,  2.7638e-03,  5.7933e-03,  ...,  1.9865e-02,\n",
      "            1.2719e-02, -9.3374e-03],\n",
      "          [ 2.1314e-02,  2.8543e-03, -2.2623e-02,  ..., -6.6942e-03,\n",
      "           -7.9324e-03,  6.3692e-03]],\n",
      "\n",
      "         [[ 1.6691e-02,  7.7484e-03, -2.0532e-02,  ...,  1.6925e-02,\n",
      "            1.4030e-02,  5.6918e-03],\n",
      "          [ 1.6431e-02,  2.2146e-02,  2.4977e-02,  ..., -2.4832e-02,\n",
      "            5.7356e-03, -1.5545e-02],\n",
      "          [ 3.7452e-03,  1.3980e-02,  1.0590e-02,  ..., -1.0551e-02,\n",
      "            3.6959e-03, -1.8688e-02],\n",
      "          ...,\n",
      "          [-1.0667e-02,  2.7817e-03, -1.0581e-02,  ...,  9.5967e-03,\n",
      "            2.3232e-03, -3.7039e-03],\n",
      "          [ 8.3800e-03,  2.4877e-02,  2.3959e-02,  ...,  6.6863e-03,\n",
      "           -1.4241e-02,  4.2950e-03],\n",
      "          [ 2.3633e-02,  7.7703e-03,  1.6046e-02,  ..., -8.1924e-03,\n",
      "           -6.5400e-03,  2.1660e-02]],\n",
      "\n",
      "         [[-2.2291e-02, -6.1024e-03, -1.4710e-03,  ..., -1.5119e-02,\n",
      "           -5.7734e-03,  2.3137e-02],\n",
      "          [ 3.5233e-03, -1.7696e-02, -2.4596e-02,  ...,  1.2942e-02,\n",
      "           -1.7479e-02,  9.3388e-03],\n",
      "          [-5.7543e-03,  2.2704e-02, -2.1825e-02,  ...,  5.2383e-03,\n",
      "            2.4850e-03, -2.1107e-02],\n",
      "          ...,\n",
      "          [ 1.9019e-02,  4.4578e-03,  3.9689e-03,  ...,  1.4150e-02,\n",
      "            2.2842e-02, -2.0891e-02],\n",
      "          [ 1.0205e-02, -6.7724e-03,  6.1430e-03,  ...,  8.2359e-03,\n",
      "            1.5030e-02, -1.4872e-03],\n",
      "          [ 2.2253e-02, -1.7867e-02, -8.1327e-03,  ..., -2.6211e-03,\n",
      "            4.9677e-03, -1.1751e-02]]],\n",
      "\n",
      "\n",
      "        [[[-1.5215e-02,  1.6444e-02,  1.9109e-02,  ..., -2.2058e-02,\n",
      "            6.7807e-03, -1.2509e-02],\n",
      "          [ 2.2400e-02, -4.1879e-03,  1.3171e-02,  ..., -1.1652e-02,\n",
      "            3.9890e-03,  1.1178e-02],\n",
      "          [ 8.7104e-03,  5.6546e-03,  5.5421e-03,  ..., -1.6414e-02,\n",
      "            1.9997e-02,  1.3140e-02],\n",
      "          ...,\n",
      "          [-8.8486e-03,  7.8162e-03,  1.6752e-02,  ...,  7.3713e-03,\n",
      "           -2.2218e-02,  1.0173e-03],\n",
      "          [-1.7899e-02, -3.7748e-03, -3.9450e-03,  ..., -2.1218e-02,\n",
      "           -1.1741e-02, -1.3782e-02],\n",
      "          [-9.8641e-03,  1.6431e-02,  1.0586e-02,  ...,  1.8047e-02,\n",
      "            7.4226e-03, -2.1692e-02]],\n",
      "\n",
      "         [[ 2.1886e-02, -3.0302e-03, -1.2257e-03,  ..., -1.8649e-03,\n",
      "            1.0688e-02,  5.6738e-03],\n",
      "          [ 9.2598e-03,  3.7070e-03,  5.1126e-03,  ..., -1.2065e-02,\n",
      "           -8.9873e-03, -1.4734e-03],\n",
      "          [ 1.9854e-02,  1.2743e-02, -2.1383e-02,  ..., -2.4569e-02,\n",
      "            1.5240e-02,  2.1100e-03],\n",
      "          ...,\n",
      "          [-2.1765e-02,  1.9987e-02, -8.5226e-03,  ...,  1.8993e-02,\n",
      "            7.9910e-03,  1.7150e-02],\n",
      "          [-1.7010e-02,  6.4075e-03, -2.2375e-02,  ..., -1.9338e-02,\n",
      "           -1.0329e-02,  2.0589e-02],\n",
      "          [ 7.5272e-04, -2.0435e-02, -2.4496e-02,  ...,  1.3260e-02,\n",
      "            2.0013e-02, -6.8017e-03]],\n",
      "\n",
      "         [[-5.3575e-03, -6.8928e-03,  2.1315e-02,  ..., -1.3241e-02,\n",
      "            4.3195e-03,  2.3675e-02],\n",
      "          [-1.1239e-02, -2.0169e-02,  2.3973e-02,  ...,  2.0937e-02,\n",
      "            2.4001e-02,  1.4579e-02],\n",
      "          [-2.4319e-02, -4.3528e-03,  2.1993e-02,  ..., -1.1631e-02,\n",
      "           -3.9285e-03, -1.7254e-02],\n",
      "          ...,\n",
      "          [-2.8344e-03, -1.7334e-02, -1.4334e-02,  ..., -1.9579e-02,\n",
      "           -2.2311e-02,  5.7624e-04],\n",
      "          [-1.2158e-02,  3.1323e-03, -1.3191e-02,  ...,  2.5170e-02,\n",
      "            2.4556e-02,  2.3979e-02],\n",
      "          [ 1.6401e-02,  1.0378e-02, -3.5474e-03,  ...,  1.2276e-02,\n",
      "           -2.3529e-02,  8.6127e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.6022e-02,  8.5354e-03,  5.1544e-03,  ...,  1.1048e-02,\n",
      "            2.4032e-02, -2.4810e-02],\n",
      "          [-1.5422e-02, -1.7733e-02, -3.1609e-03,  ...,  9.6100e-03,\n",
      "           -2.0285e-02, -9.2603e-03],\n",
      "          [ 8.0696e-03,  1.8265e-02,  2.0584e-02,  ..., -1.7484e-02,\n",
      "            2.3342e-02,  1.4612e-02],\n",
      "          ...,\n",
      "          [-2.2709e-02, -1.3577e-03,  5.6070e-03,  ...,  1.0315e-03,\n",
      "           -2.1975e-02,  2.1659e-02],\n",
      "          [-3.3295e-04, -9.7059e-03, -1.3003e-05,  ...,  1.9267e-02,\n",
      "            1.6420e-02, -1.0784e-03],\n",
      "          [-1.5569e-03, -1.4131e-02,  2.5099e-02,  ...,  1.2711e-02,\n",
      "            1.1683e-02,  7.5273e-03]],\n",
      "\n",
      "         [[-2.0561e-02, -1.4236e-02,  2.4640e-02,  ..., -2.1572e-02,\n",
      "            7.5564e-03, -1.4939e-03],\n",
      "          [-2.2328e-02,  2.4941e-02, -1.4766e-02,  ..., -2.0911e-02,\n",
      "           -7.7925e-03, -1.2838e-02],\n",
      "          [ 2.3504e-03, -7.3348e-03, -1.4959e-02,  ...,  1.7021e-02,\n",
      "           -1.3291e-02,  4.6981e-03],\n",
      "          ...,\n",
      "          [-2.0639e-02, -2.4269e-02,  3.5218e-03,  ..., -8.8337e-03,\n",
      "           -2.3800e-02, -9.5506e-03],\n",
      "          [-1.1616e-02, -1.8220e-02,  2.4403e-02,  ..., -9.3111e-03,\n",
      "            2.3502e-02, -6.5857e-03],\n",
      "          [ 3.2038e-03, -3.1175e-03, -1.1773e-02,  ...,  5.2792e-03,\n",
      "           -2.4279e-02, -1.8864e-02]],\n",
      "\n",
      "         [[-1.2794e-02, -1.0611e-02,  4.6318e-03,  ..., -2.6508e-03,\n",
      "            1.2809e-02, -1.5351e-03],\n",
      "          [ 9.9463e-04,  1.3292e-03,  2.2936e-02,  ..., -5.2929e-03,\n",
      "           -9.6139e-03, -2.3393e-02],\n",
      "          [ 1.4256e-02,  2.4153e-02,  1.6670e-02,  ...,  4.4316e-03,\n",
      "            2.3335e-03,  1.6174e-02],\n",
      "          ...,\n",
      "          [-3.1712e-03,  1.0910e-02,  1.5272e-02,  ..., -1.6840e-02,\n",
      "           -4.7806e-03,  2.2279e-02],\n",
      "          [-7.6681e-03, -5.8217e-03,  1.1286e-02,  ...,  7.0696e-03,\n",
      "            7.7690e-03,  1.7074e-02],\n",
      "          [-1.8804e-02, -1.6700e-04, -2.3898e-02,  ..., -9.2031e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           -1.7406e-02,  5.9189e-03]]]])\n",
      "param tensor([[[[ 2.4422e-04,  7.8309e-04,  1.8988e-04,  ..., -8.1426e-03,\n",
      "           -1.2438e-02, -2.1769e-03],\n",
      "          [-1.1703e-03,  5.5088e-04,  3.9132e-03,  ..., -1.7874e-03,\n",
      "           -9.5909e-03, -1.8496e-04],\n",
      "          [-1.0154e-02, -6.8662e-03,  4.2277e-03,  ..., -9.5568e-03,\n",
      "            4.7765e-03, -1.2974e-02],\n",
      "          ...,\n",
      "          [ 6.9485e-03,  5.7309e-03,  7.2459e-03,  ...,  1.7035e-03,\n",
      "            1.3403e-02,  1.3343e-02],\n",
      "          [-3.3307e-03,  1.5662e-02,  6.2224e-03,  ...,  7.6828e-03,\n",
      "            4.4430e-03,  9.5829e-03],\n",
      "          [ 1.0182e-02,  4.0344e-03,  2.8705e-03,  ...,  8.7304e-03,\n",
      "           -1.0617e-02,  1.0276e-02]],\n",
      "\n",
      "         [[-1.2876e-02, -1.7488e-03,  1.3150e-02,  ...,  5.4527e-03,\n",
      "            1.1088e-02, -7.7265e-04],\n",
      "          [ 4.7535e-03,  2.0997e-03, -1.3897e-02,  ...,  1.2214e-02,\n",
      "            1.3223e-02,  7.1490e-03],\n",
      "          [-1.0669e-02, -1.4564e-03,  6.5108e-03,  ...,  3.8686e-03,\n",
      "            4.5331e-03,  7.9091e-03],\n",
      "          ...,\n",
      "          [-8.2198e-03, -9.9905e-03, -8.6018e-03,  ..., -1.4015e-03,\n",
      "            3.4756e-03,  3.6951e-03],\n",
      "          [ 3.5658e-03, -5.7983e-03, -1.5773e-02,  ...,  1.9320e-02,\n",
      "           -2.4086e-02,  1.5879e-02],\n",
      "          [-2.0483e-04,  1.0905e-04, -1.1601e-03,  ...,  5.2464e-03,\n",
      "           -3.7037e-04,  2.7721e-02]],\n",
      "\n",
      "         [[-1.1034e-02,  3.7148e-03, -6.2552e-03,  ...,  6.8356e-03,\n",
      "           -6.9672e-03,  8.2127e-03],\n",
      "          [-1.2040e-02, -1.2986e-02, -7.5694e-03,  ...,  1.5729e-02,\n",
      "            2.8880e-03, -1.3226e-02],\n",
      "          [-1.0544e-02, -2.3790e-02,  1.2905e-03,  ...,  2.0416e-03,\n",
      "            4.1933e-03,  9.5143e-04],\n",
      "          ...,\n",
      "          [ 1.2785e-03, -1.6898e-02, -1.7433e-02,  ..., -1.1365e-02,\n",
      "           -7.5776e-03, -1.7238e-02],\n",
      "          [ 9.0627e-03,  6.9603e-03, -1.2889e-02,  ...,  5.3007e-03,\n",
      "           -2.1634e-02,  8.3029e-03],\n",
      "          [-1.6298e-02,  1.1451e-02, -3.2756e-03,  ..., -3.3555e-03,\n",
      "           -1.5990e-02,  9.0062e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 8.1209e-03,  9.4947e-03, -2.9807e-03,  ..., -1.2539e-02,\n",
      "            4.8538e-04, -1.7401e-03],\n",
      "          [-3.3608e-03, -2.7323e-03,  9.3959e-03,  ..., -1.2596e-02,\n",
      "           -4.6505e-03,  4.7961e-03],\n",
      "          [ 6.6679e-03, -9.6932e-03, -2.4866e-03,  ...,  1.1734e-02,\n",
      "           -4.7876e-03,  1.0778e-03],\n",
      "          ...,\n",
      "          [ 6.9260e-03, -1.8223e-02, -5.7240e-03,  ...,  1.0110e-03,\n",
      "           -8.4172e-03,  2.9758e-03],\n",
      "          [-1.0724e-03, -2.5681e-03, -1.6818e-02,  ...,  1.3815e-02,\n",
      "           -3.3502e-03,  8.4522e-03],\n",
      "          [-1.7970e-04,  1.4272e-02,  5.5775e-03,  ...,  2.8369e-03,\n",
      "            6.8672e-03,  1.5081e-02]],\n",
      "\n",
      "         [[ 9.4433e-03, -9.2710e-03,  1.4529e-02,  ...,  7.7101e-03,\n",
      "           -2.6553e-04, -2.7566e-03],\n",
      "          [ 9.4450e-03, -5.0485e-03,  4.4705e-03,  ...,  1.5493e-02,\n",
      "           -5.1396e-03, -2.6908e-03],\n",
      "          [ 9.6481e-04, -8.7643e-05, -1.1235e-02,  ...,  1.3115e-02,\n",
      "            4.1692e-03,  1.1154e-02],\n",
      "          ...,\n",
      "          [-2.7285e-03,  1.7260e-02,  2.4938e-03,  ..., -1.2640e-03,\n",
      "            1.0417e-02, -3.5794e-03],\n",
      "          [ 9.9835e-03,  7.4193e-03,  1.2715e-04,  ...,  6.3837e-03,\n",
      "            4.0459e-03, -3.4651e-02],\n",
      "          [ 1.6118e-02,  2.3048e-03,  7.2403e-03,  ...,  1.2577e-03,\n",
      "           -9.4575e-03, -1.5191e-02]],\n",
      "\n",
      "         [[-2.5781e-04, -4.8486e-03,  1.7820e-02,  ..., -1.2719e-03,\n",
      "            8.0496e-03, -1.5235e-02],\n",
      "          [ 1.8265e-03, -5.9578e-03, -9.0843e-04,  ..., -1.9963e-03,\n",
      "           -2.5456e-03, -9.1770e-03],\n",
      "          [ 1.6221e-02,  1.1134e-02,  1.1512e-02,  ...,  3.9828e-03,\n",
      "           -1.4101e-03,  1.0666e-03],\n",
      "          ...,\n",
      "          [-3.3009e-03,  2.8610e-02,  2.1783e-02,  ..., -6.8525e-03,\n",
      "           -1.6622e-02, -5.4341e-03],\n",
      "          [ 1.3005e-03,  3.0962e-03, -2.3410e-02,  ...,  2.6897e-03,\n",
      "           -5.1913e-03, -2.7692e-03],\n",
      "          [-8.1104e-03,  5.5374e-03,  6.2665e-04,  ..., -5.9903e-04,\n",
      "           -2.1668e-02, -4.7618e-03]]],\n",
      "\n",
      "\n",
      "        [[[-8.5862e-04, -1.0859e-02,  3.4346e-03,  ..., -1.9788e-03,\n",
      "            1.3329e-02, -1.1028e-02],\n",
      "          [-7.7612e-03, -1.2111e-02,  1.7074e-02,  ...,  7.1178e-03,\n",
      "           -6.8670e-04,  1.4449e-02],\n",
      "          [ 3.3485e-04, -1.4338e-02,  8.2499e-03,  ...,  1.0661e-02,\n",
      "            2.3876e-03, -1.7358e-03],\n",
      "          ...,\n",
      "          [ 5.3107e-03,  1.8523e-02, -3.8675e-03,  ..., -3.0094e-03,\n",
      "            2.0514e-03,  5.3071e-03],\n",
      "          [-2.0382e-02,  1.6863e-02,  6.1815e-03,  ..., -4.8936e-03,\n",
      "            1.8218e-02,  2.7957e-03],\n",
      "          [-5.2270e-03, -3.8572e-03,  4.8291e-03,  ..., -3.3965e-03,\n",
      "            7.9673e-03, -2.9712e-03]],\n",
      "\n",
      "         [[-5.9901e-03, -8.9274e-03, -8.2418e-03,  ...,  7.4684e-03,\n",
      "           -5.5162e-03,  1.0395e-02],\n",
      "          [ 9.4174e-04, -2.0043e-03,  6.6487e-03,  ..., -4.0616e-03,\n",
      "           -1.1742e-02,  4.0446e-03],\n",
      "          [-1.4332e-02, -7.3379e-03,  8.6105e-03,  ...,  1.2713e-02,\n",
      "           -2.5424e-03,  6.3833e-03],\n",
      "          ...,\n",
      "          [ 1.3829e-02, -1.0304e-02,  3.7806e-03,  ..., -1.2596e-02,\n",
      "           -1.8228e-02, -1.0304e-02],\n",
      "          [-4.1723e-03, -2.5204e-03,  1.6732e-02,  ...,  7.1514e-05,\n",
      "            1.0809e-02,  1.6729e-02],\n",
      "          [-1.4687e-02, -4.0456e-03, -1.8250e-02,  ..., -9.0436e-03,\n",
      "            1.6063e-02, -1.5046e-03]],\n",
      "\n",
      "         [[-1.7811e-03,  4.6593e-03,  1.2206e-02,  ...,  5.0001e-04,\n",
      "           -1.4386e-02,  6.3393e-03],\n",
      "          [-7.5224e-03, -1.1081e-02,  8.7096e-04,  ...,  1.7722e-02,\n",
      "            1.7292e-02, -1.6914e-02],\n",
      "          [-2.9317e-02, -7.1067e-03, -1.0940e-02,  ..., -3.7043e-03,\n",
      "            5.9482e-03,  7.1359e-03],\n",
      "          ...,\n",
      "          [-4.8337e-03,  3.2387e-03,  7.0355e-03,  ..., -6.8748e-03,\n",
      "            2.3043e-03, -2.4982e-03],\n",
      "          [-4.3265e-04, -2.3904e-03, -6.1856e-03,  ..., -8.4051e-03,\n",
      "           -1.4798e-02,  1.0069e-02],\n",
      "          [ 4.5258e-03, -1.2767e-02, -8.4026e-03,  ...,  5.2412e-03,\n",
      "            5.1665e-03, -1.5889e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 7.0369e-03,  3.8015e-03,  6.6240e-03,  ...,  4.0781e-03,\n",
      "           -5.6852e-03, -1.2051e-02],\n",
      "          [ 1.7004e-04, -5.2092e-03,  9.3181e-04,  ...,  3.0864e-05,\n",
      "           -1.1592e-02,  1.4904e-02],\n",
      "          [ 8.3858e-03, -4.1077e-03, -4.6150e-03,  ..., -3.0519e-02,\n",
      "           -2.0368e-04,  5.2868e-03],\n",
      "          ...,\n",
      "          [-1.1037e-02,  8.8236e-03, -7.7001e-05,  ...,  5.0134e-03,\n",
      "            1.1263e-02,  2.1027e-03],\n",
      "          [ 1.1642e-03,  2.3240e-02, -1.8839e-03,  ...,  3.2012e-03,\n",
      "           -1.0724e-02, -1.5440e-02],\n",
      "          [-7.2594e-03,  1.1546e-02,  2.8441e-02,  ...,  6.2512e-03,\n",
      "            9.4684e-03,  7.6684e-04]],\n",
      "\n",
      "         [[-1.0064e-02, -1.5753e-02,  1.0209e-02,  ..., -1.4835e-02,\n",
      "            1.3068e-03,  5.4918e-03],\n",
      "          [ 9.2170e-04,  1.7151e-03,  2.1068e-03,  ...,  4.4810e-03,\n",
      "           -9.2277e-04,  8.5977e-03],\n",
      "          [-1.8154e-02, -9.1592e-03,  4.2732e-03,  ...,  1.1699e-02,\n",
      "           -8.3716e-03, -6.0920e-03],\n",
      "          ...,\n",
      "          [ 8.1841e-03,  5.8952e-03, -2.1729e-03,  ...,  6.9529e-03,\n",
      "           -5.2074e-05, -3.6781e-03],\n",
      "          [-1.3485e-02,  2.7184e-03, -6.7665e-03,  ...,  2.3148e-03,\n",
      "           -1.8679e-02, -3.9964e-04],\n",
      "          [ 1.2758e-02,  2.6252e-03,  5.3654e-03,  ...,  9.2945e-03,\n",
      "            6.8969e-03, -7.2352e-03]],\n",
      "\n",
      "         [[ 1.7004e-02, -1.9040e-02, -6.7951e-03,  ...,  4.3649e-03,\n",
      "           -4.4204e-03, -2.4774e-03],\n",
      "          [ 3.6197e-03, -1.1373e-02,  1.0911e-02,  ...,  2.7403e-03,\n",
      "            1.0496e-02, -3.4694e-03],\n",
      "          [ 2.5506e-02,  1.1077e-02,  1.1952e-02,  ..., -1.4284e-02,\n",
      "           -4.6548e-03,  2.2997e-03],\n",
      "          ...,\n",
      "          [ 1.3652e-02, -1.3973e-02,  7.4753e-03,  ..., -9.7970e-03,\n",
      "            1.1349e-02,  1.1660e-03],\n",
      "          [ 1.6088e-03, -1.6525e-02, -1.2241e-02,  ..., -3.3509e-03,\n",
      "            3.2070e-03, -1.1350e-02],\n",
      "          [ 2.7113e-03,  7.3672e-03,  6.8320e-03,  ...,  1.1382e-02,\n",
      "            2.8025e-03,  2.9483e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.1807e-03, -2.1265e-02,  5.6162e-03,  ..., -1.3536e-02,\n",
      "           -4.5270e-03,  1.5671e-02],\n",
      "          [ 5.1031e-03, -2.9666e-04, -6.1057e-03,  ...,  1.8794e-04,\n",
      "           -3.2464e-03,  2.9979e-03],\n",
      "          [ 2.0127e-03,  6.7470e-03,  5.7699e-03,  ..., -1.5941e-02,\n",
      "            6.0591e-03,  2.6767e-03],\n",
      "          ...,\n",
      "          [-1.2705e-04,  1.4370e-03,  5.9870e-04,  ..., -6.9603e-03,\n",
      "            2.2560e-03, -3.7871e-03],\n",
      "          [-1.4588e-02, -9.5354e-04, -8.3719e-03,  ...,  6.9789e-03,\n",
      "           -2.1341e-03, -4.8235e-03],\n",
      "          [ 3.7605e-03, -1.9012e-02,  3.5000e-02,  ...,  3.9816e-03,\n",
      "            1.2965e-02, -4.6911e-03]],\n",
      "\n",
      "         [[-1.7470e-03,  1.1037e-03, -1.0724e-02,  ...,  7.9079e-03,\n",
      "            2.1197e-04, -7.3460e-03],\n",
      "          [ 8.5149e-03, -6.2754e-03,  1.9289e-02,  ...,  3.8091e-03,\n",
      "            4.9159e-03, -2.8756e-03],\n",
      "          [-7.3021e-03,  2.3804e-02,  1.5744e-03,  ..., -6.1872e-03,\n",
      "            7.1700e-03,  1.3514e-02],\n",
      "          ...,\n",
      "          [-7.6274e-04,  6.0199e-03, -6.9942e-03,  ..., -1.2858e-03,\n",
      "            1.8940e-03,  4.9413e-03],\n",
      "          [-3.4253e-03, -1.0260e-02,  4.6947e-03,  ...,  8.4776e-03,\n",
      "            1.8542e-03, -6.4043e-03],\n",
      "          [ 4.0901e-03,  2.0584e-05,  2.0029e-02,  ...,  4.7176e-03,\n",
      "            2.2008e-03, -1.8571e-02]],\n",
      "\n",
      "         [[-2.2445e-02, -5.1004e-03,  8.8351e-03,  ..., -2.0470e-02,\n",
      "            1.7075e-02, -2.3913e-02],\n",
      "          [ 8.2045e-03,  5.6467e-03, -1.0776e-02,  ..., -8.1556e-03,\n",
      "            4.5614e-03, -1.9771e-03],\n",
      "          [-1.3556e-02,  2.4502e-03, -4.4689e-03,  ..., -3.0815e-02,\n",
      "            8.4777e-03, -6.9565e-03],\n",
      "          ...,\n",
      "          [-6.0325e-03, -2.6820e-03, -6.1240e-03,  ...,  8.5709e-03,\n",
      "           -1.6324e-02,  7.0258e-03],\n",
      "          [ 3.9131e-03, -4.2928e-04, -3.2697e-02,  ..., -4.7572e-03,\n",
      "           -1.5852e-02, -8.9638e-03],\n",
      "          [ 2.1836e-02,  4.7921e-03, -2.6695e-03,  ..., -4.1229e-03,\n",
      "            1.2706e-02, -1.7534e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-5.5590e-03,  2.9174e-02, -8.4758e-03,  ...,  1.4038e-02,\n",
      "            1.0096e-02,  4.0486e-03],\n",
      "          [ 7.2825e-03, -1.0859e-02,  4.2637e-03,  ...,  5.6846e-03,\n",
      "            1.3483e-02, -5.7315e-03],\n",
      "          [ 1.6200e-02,  1.3398e-02, -2.6057e-03,  ...,  1.9198e-02,\n",
      "           -7.8161e-03,  4.5486e-03],\n",
      "          ...,\n",
      "          [-1.4552e-02, -3.7271e-04,  1.4094e-02,  ...,  2.9714e-02,\n",
      "            1.0589e-02, -1.2862e-02],\n",
      "          [-6.2494e-03, -2.6475e-03, -8.0359e-03,  ..., -4.9261e-03,\n",
      "           -1.2875e-02,  6.0258e-03],\n",
      "          [-1.1532e-02,  1.0038e-02,  6.3550e-03,  ...,  1.4099e-02,\n",
      "           -2.2861e-03, -6.1652e-04]],\n",
      "\n",
      "         [[ 2.6592e-03, -4.7332e-03, -1.0564e-02,  ..., -1.5197e-02,\n",
      "            1.0364e-02,  6.4538e-03],\n",
      "          [-3.9612e-03, -3.6180e-03, -8.1635e-03,  ...,  1.7860e-02,\n",
      "            2.9741e-03, -1.1941e-02],\n",
      "          [-2.9629e-03, -9.0791e-03,  5.6580e-03,  ..., -8.3880e-03,\n",
      "            3.2020e-03,  7.8388e-03],\n",
      "          ...,\n",
      "          [-3.6179e-03,  5.5494e-04,  1.8596e-03,  ...,  8.4483e-03,\n",
      "           -9.1510e-03,  2.1936e-03],\n",
      "          [ 4.9419e-03, -2.0424e-04, -2.5232e-02,  ...,  2.0208e-02,\n",
      "            9.9206e-03, -1.6321e-02],\n",
      "          [ 2.6534e-02,  3.3045e-03,  1.9105e-03,  ..., -4.4695e-03,\n",
      "           -1.8534e-02,  1.1294e-03]],\n",
      "\n",
      "         [[ 3.8119e-03,  9.4693e-04, -1.3732e-02,  ..., -7.6661e-03,\n",
      "            2.3597e-03,  4.5081e-03],\n",
      "          [ 2.7672e-03,  2.4261e-03,  7.6619e-04,  ..., -2.0324e-02,\n",
      "           -4.6203e-03,  3.6576e-03],\n",
      "          [-3.0684e-03,  2.1963e-03,  2.1478e-03,  ..., -1.6839e-02,\n",
      "            9.1120e-04,  1.6011e-02],\n",
      "          ...,\n",
      "          [ 1.9916e-02, -3.6165e-03,  1.6479e-03,  ...,  1.5123e-02,\n",
      "           -1.8189e-02, -9.4186e-03],\n",
      "          [ 9.6207e-03, -1.7967e-04,  1.2931e-02,  ...,  1.4231e-02,\n",
      "           -4.8513e-03,  5.9142e-03],\n",
      "          [ 8.2355e-03,  6.9704e-03, -7.1288e-03,  ..., -5.3279e-03,\n",
      "            1.5688e-02, -7.8914e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-1.6660e-02,  1.6484e-03,  4.4043e-03,  ..., -3.7017e-04,\n",
      "           -4.3034e-03, -5.7161e-03],\n",
      "          [ 1.0543e-02, -1.6088e-03, -8.2598e-03,  ...,  1.2997e-02,\n",
      "            7.6810e-04, -1.2707e-03],\n",
      "          [ 5.5897e-03,  6.3126e-03, -4.5787e-03,  ..., -4.3554e-03,\n",
      "            3.6759e-03, -7.9448e-04],\n",
      "          ...,\n",
      "          [ 1.0029e-02, -1.4938e-03, -7.1025e-03,  ...,  7.6277e-03,\n",
      "           -1.5996e-02, -1.7443e-03],\n",
      "          [ 2.0938e-03,  7.5373e-03,  4.9411e-03,  ...,  3.6399e-03,\n",
      "           -1.0589e-02,  4.9543e-03],\n",
      "          [ 4.2514e-03, -5.1029e-03, -8.3945e-03,  ..., -1.0579e-02,\n",
      "           -4.8942e-03, -2.3813e-03]],\n",
      "\n",
      "         [[-1.0524e-02, -1.5649e-02, -3.6879e-04,  ..., -2.0848e-02,\n",
      "            6.1523e-03,  9.7993e-03],\n",
      "          [ 6.6825e-03, -4.4229e-03, -5.8317e-03,  ...,  4.3457e-04,\n",
      "            1.3982e-03, -2.8289e-03],\n",
      "          [ 1.9154e-02, -2.6090e-03,  1.5927e-03,  ...,  9.6140e-03,\n",
      "            1.1231e-02,  2.5244e-02],\n",
      "          ...,\n",
      "          [-1.1906e-03,  3.5367e-04, -9.0269e-03,  ...,  5.0170e-03,\n",
      "           -2.7375e-03,  1.0794e-02],\n",
      "          [-1.8492e-03,  8.2403e-03, -7.6632e-03,  ..., -1.3837e-02,\n",
      "           -1.5753e-02,  5.5562e-03],\n",
      "          [ 1.4086e-02, -1.4667e-02,  5.2889e-03,  ..., -8.7422e-03,\n",
      "           -7.2833e-03,  7.3385e-03]],\n",
      "\n",
      "         [[ 4.7679e-03, -6.3634e-03,  3.6126e-03,  ...,  9.2030e-03,\n",
      "            1.3394e-02, -1.1514e-02],\n",
      "          [ 1.2090e-03,  8.9279e-03,  9.6075e-03,  ..., -1.0478e-02,\n",
      "            7.3712e-03, -4.7797e-03],\n",
      "          [ 6.1650e-03,  1.1686e-03, -8.4838e-03,  ..., -2.1320e-02,\n",
      "           -6.1674e-04,  9.7845e-04],\n",
      "          ...,\n",
      "          [-1.9654e-02, -1.2748e-02,  1.0944e-02,  ..., -1.7360e-02,\n",
      "           -1.0428e-02, -2.5456e-03],\n",
      "          [-3.4244e-03,  1.0052e-02,  1.1269e-02,  ...,  6.3736e-03,\n",
      "           -6.5840e-03, -2.7517e-03],\n",
      "          [-9.3587e-03, -1.9376e-02, -4.6359e-04,  ..., -1.1524e-02,\n",
      "           -1.0482e-02,  3.4368e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.4069e-03,  1.0525e-02,  1.3593e-02,  ..., -3.6601e-03,\n",
      "           -7.0640e-03,  1.2362e-02],\n",
      "          [ 1.3009e-02,  2.6782e-03, -1.0036e-02,  ..., -3.4658e-03,\n",
      "           -5.5585e-03, -9.5125e-03],\n",
      "          [-3.7264e-03, -5.4110e-03,  6.9811e-03,  ..., -1.6216e-04,\n",
      "           -3.8257e-03,  7.9581e-03],\n",
      "          ...,\n",
      "          [ 1.1547e-02,  1.1512e-02,  2.9624e-03,  ..., -5.7203e-03,\n",
      "           -3.0009e-03,  5.8928e-03],\n",
      "          [ 2.2734e-03, -1.4373e-03, -2.7793e-03,  ..., -1.7329e-03,\n",
      "            3.2300e-03, -8.3361e-03],\n",
      "          [ 3.6663e-03,  8.6010e-04,  1.6212e-02,  ..., -2.1727e-02,\n",
      "            9.7347e-04, -1.0604e-02]],\n",
      "\n",
      "         [[-1.6093e-03,  1.7844e-02,  5.9116e-03,  ...,  5.4696e-03,\n",
      "           -6.9005e-03,  1.1184e-02],\n",
      "          [ 2.2676e-02,  2.5611e-02,  1.2112e-02,  ...,  1.2296e-03,\n",
      "            3.6035e-03, -2.4333e-02],\n",
      "          [-5.0412e-03, -1.4126e-02, -5.3683e-03,  ...,  8.7149e-03,\n",
      "            1.1589e-03, -9.3075e-03],\n",
      "          ...,\n",
      "          [-1.0899e-02,  1.1401e-02, -8.1589e-03,  ..., -1.2179e-03,\n",
      "           -7.8279e-03,  6.8932e-07],\n",
      "          [-4.4044e-03,  3.1229e-03,  2.0198e-02,  ...,  3.2372e-02,\n",
      "            6.7986e-03, -5.8969e-03],\n",
      "          [ 4.2495e-03, -2.7955e-02, -2.3468e-02,  ..., -3.6533e-03,\n",
      "           -1.2980e-02,  3.0371e-03]],\n",
      "\n",
      "         [[ 4.3067e-03, -1.8165e-02,  6.8024e-03,  ...,  7.0829e-03,\n",
      "            1.3414e-02,  7.9630e-03],\n",
      "          [ 5.5155e-03,  7.5554e-03,  2.6629e-03,  ..., -7.3960e-03,\n",
      "           -7.0112e-03,  1.9833e-02],\n",
      "          [ 1.6882e-02,  2.1855e-03,  4.4263e-03,  ..., -1.0314e-02,\n",
      "           -5.3003e-04,  9.4612e-04],\n",
      "          ...,\n",
      "          [-4.7193e-03,  2.0087e-02,  1.1996e-03,  ...,  2.0468e-03,\n",
      "           -7.3768e-03, -1.1818e-02],\n",
      "          [ 1.1279e-03, -5.2441e-03,  2.2160e-02,  ..., -3.7646e-03,\n",
      "           -7.2546e-03, -6.1156e-04],\n",
      "          [-2.0661e-03,  4.1587e-03, -1.3271e-02,  ..., -2.1248e-02,\n",
      "            1.6804e-02, -1.8318e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 8.7549e-04, -5.3762e-03, -8.9647e-03,  ..., -1.6326e-02,\n",
      "            2.4363e-02, -1.7045e-02],\n",
      "          [-1.0842e-02, -1.5107e-02,  1.0581e-02,  ..., -4.2677e-03,\n",
      "            1.6404e-02,  2.5738e-02],\n",
      "          [-2.6284e-02,  6.7265e-03, -8.2073e-03,  ...,  7.2586e-03,\n",
      "           -1.1338e-02, -4.5579e-03],\n",
      "          ...,\n",
      "          [ 3.0644e-02, -5.4512e-03, -1.1125e-03,  ..., -9.8844e-03,\n",
      "            2.8245e-03,  5.0144e-03],\n",
      "          [-8.2567e-03,  8.6706e-03, -5.1651e-03,  ...,  2.0093e-02,\n",
      "           -1.5044e-02, -6.7069e-03],\n",
      "          [ 4.1766e-03, -3.8468e-03, -9.2283e-03,  ...,  4.4369e-03,\n",
      "            2.0162e-03, -1.3671e-03]],\n",
      "\n",
      "         [[ 1.1770e-02,  1.0418e-02, -5.7350e-04,  ...,  1.4194e-02,\n",
      "           -5.3281e-03, -4.7561e-03],\n",
      "          [ 1.5997e-03,  1.2980e-02,  1.0254e-02,  ...,  8.2361e-03,\n",
      "            8.5363e-03, -2.5146e-03],\n",
      "          [ 6.7465e-03,  1.8983e-03, -9.8549e-04,  ..., -5.0830e-03,\n",
      "            1.4535e-02,  3.4604e-03],\n",
      "          ...,\n",
      "          [ 1.6894e-02, -6.9216e-03,  4.1507e-03,  ..., -1.0886e-02,\n",
      "            6.3635e-03,  7.9990e-03],\n",
      "          [ 1.6236e-02, -4.4997e-03,  3.6940e-03,  ..., -2.7048e-03,\n",
      "           -1.3723e-03, -3.7963e-03],\n",
      "          [ 1.2374e-02,  4.5492e-03, -3.7086e-03,  ..., -1.2328e-02,\n",
      "           -1.4546e-02,  3.2474e-03]],\n",
      "\n",
      "         [[-1.9424e-02, -7.9154e-03,  6.8098e-03,  ...,  8.1206e-04,\n",
      "            1.7420e-02,  4.0908e-04],\n",
      "          [-4.1090e-03, -9.4209e-03, -4.3362e-03,  ..., -3.2330e-04,\n",
      "            1.5545e-02,  1.0147e-03],\n",
      "          [ 1.2149e-03,  5.4756e-03, -9.7286e-03,  ..., -3.1157e-03,\n",
      "           -3.3665e-03, -1.7858e-02],\n",
      "          ...,\n",
      "          [-1.2283e-02, -1.7198e-02,  5.6501e-04,  ...,  1.5160e-02,\n",
      "           -9.2618e-03, -6.3713e-03],\n",
      "          [ 1.0303e-02,  4.9759e-03, -5.5645e-03,  ..., -1.5794e-02,\n",
      "           -8.3172e-03, -5.1373e-03],\n",
      "          [-3.3377e-03,  1.2256e-03, -1.2181e-02,  ..., -1.2238e-02,\n",
      "           -1.5252e-02,  2.6371e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-8.4230e-03,  1.3498e-02,  7.7625e-03,  ..., -7.0081e-03,\n",
      "            2.4680e-02,  5.9379e-03],\n",
      "          [-7.2213e-03, -1.6246e-02,  5.6090e-04,  ...,  3.5112e-03,\n",
      "            2.2872e-04,  3.9912e-03],\n",
      "          [-6.0913e-03,  1.1821e-02, -5.3539e-03,  ...,  1.0934e-02,\n",
      "            1.7658e-02,  4.6432e-03],\n",
      "          ...,\n",
      "          [ 3.8517e-03, -3.9394e-03,  3.5555e-03,  ..., -1.3900e-02,\n",
      "            1.1346e-02, -1.3051e-02],\n",
      "          [-1.1558e-02,  9.4639e-03,  7.1736e-03,  ...,  3.7071e-03,\n",
      "            1.4689e-02,  1.8206e-03],\n",
      "          [-4.1023e-03, -3.8042e-03, -1.3786e-02,  ...,  1.7125e-02,\n",
      "            1.3324e-03, -5.3514e-03]],\n",
      "\n",
      "         [[-7.0087e-04,  1.5931e-02, -1.6018e-02,  ..., -1.0001e-02,\n",
      "            6.9687e-03,  9.7030e-03],\n",
      "          [ 7.6460e-03,  1.1760e-03,  2.2913e-02,  ...,  8.8916e-03,\n",
      "            7.0550e-03, -5.1746e-03],\n",
      "          [-1.3515e-02, -6.6593e-03,  1.1363e-03,  ..., -5.0534e-03,\n",
      "            1.0696e-02, -1.0483e-02],\n",
      "          ...,\n",
      "          [-7.2561e-03, -3.2589e-03,  3.9395e-03,  ..., -1.1348e-02,\n",
      "           -1.0408e-02, -9.1442e-04],\n",
      "          [-1.6590e-02,  4.8250e-03, -1.6064e-02,  ..., -1.4190e-02,\n",
      "            1.8793e-02,  6.2327e-04],\n",
      "          [ 1.1510e-02,  3.8461e-03, -7.7775e-03,  ..., -1.1933e-02,\n",
      "           -1.9673e-03, -1.3525e-02]],\n",
      "\n",
      "         [[ 3.9286e-03,  8.1432e-03,  7.0844e-03,  ..., -2.6461e-03,\n",
      "            1.7620e-03, -1.0435e-02],\n",
      "          [ 9.5092e-03, -1.1703e-02,  6.9750e-04,  ..., -1.6931e-02,\n",
      "           -1.4651e-02,  2.1846e-04],\n",
      "          [ 9.3363e-03, -3.1443e-03,  7.2716e-03,  ..., -6.7766e-04,\n",
      "           -4.4678e-03, -6.3181e-05],\n",
      "          ...,\n",
      "          [-2.4098e-03,  3.8776e-03,  1.6615e-02,  ...,  1.8463e-03,\n",
      "           -4.6775e-03,  1.0741e-03],\n",
      "          [-1.1584e-02, -7.0089e-03,  1.0150e-02,  ...,  1.9442e-03,\n",
      "            9.7375e-03,  2.7055e-04],\n",
      "          [ 1.9085e-02, -7.3832e-03, -9.7885e-03,  ...,  9.8766e-04,\n",
      "           -2.1014e-03,  2.1910e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 6.5964e-03, -2.6867e-03,  6.3708e-03,  ...,  4.4353e-03,\n",
      "           -6.9446e-04, -1.1197e-02],\n",
      "          [ 1.1348e-02, -3.8658e-05, -3.3924e-03,  ..., -8.6681e-03,\n",
      "            9.6457e-03,  7.3453e-03],\n",
      "          [ 7.1399e-03, -2.0145e-02, -3.7147e-03,  ...,  1.7382e-03,\n",
      "           -1.9316e-03,  3.6926e-04],\n",
      "          ...,\n",
      "          [ 3.0742e-03,  1.4820e-02,  1.0554e-02,  ..., -2.3151e-03,\n",
      "            5.3581e-03,  7.6633e-04],\n",
      "          [ 6.8660e-03, -5.7266e-03,  3.9427e-03,  ...,  7.0098e-03,\n",
      "            3.6633e-03, -2.9935e-03],\n",
      "          [-2.6826e-03, -4.3439e-03,  1.4143e-02,  ...,  2.0568e-02,\n",
      "           -2.5621e-03,  1.1556e-02]],\n",
      "\n",
      "         [[ 7.2281e-03, -1.6876e-03, -9.4323e-04,  ...,  5.3526e-03,\n",
      "           -2.4673e-04, -1.2052e-02],\n",
      "          [-4.0108e-03, -3.6104e-03, -1.2352e-02,  ..., -5.4644e-04,\n",
      "           -1.2583e-02,  1.0409e-02],\n",
      "          [-1.1503e-02,  1.6118e-02,  1.1959e-03,  ...,  2.3441e-03,\n",
      "           -9.9844e-04,  4.3736e-04],\n",
      "          ...,\n",
      "          [ 3.2428e-03, -1.6040e-02, -3.5898e-03,  ..., -6.3223e-04,\n",
      "            6.4153e-03, -2.4499e-04],\n",
      "          [ 1.0280e-02,  3.9088e-03, -6.5825e-03,  ..., -2.6663e-03,\n",
      "            1.4808e-02,  1.2052e-02],\n",
      "          [ 1.5361e-02,  1.7877e-02, -3.0564e-03,  ...,  3.9454e-03,\n",
      "           -7.2133e-03, -8.5795e-03]],\n",
      "\n",
      "         [[-4.8150e-03, -1.3580e-03,  1.1874e-02,  ...,  1.1164e-02,\n",
      "           -1.5437e-03,  1.2741e-02],\n",
      "          [-1.2979e-03, -2.1854e-02, -5.1536e-03,  ...,  4.3696e-04,\n",
      "           -6.1311e-03, -2.3518e-02],\n",
      "          [-1.2477e-03, -2.0082e-02, -1.4316e-03,  ...,  1.5225e-02,\n",
      "            9.6607e-03,  3.2851e-03],\n",
      "          ...,\n",
      "          [ 1.2142e-04, -9.5684e-05, -2.1050e-02,  ..., -4.0432e-03,\n",
      "           -7.7508e-03, -1.5345e-02],\n",
      "          [-9.7061e-03,  4.5597e-03, -3.1350e-03,  ...,  2.2609e-02,\n",
      "           -4.3835e-03,  9.9152e-04],\n",
      "          [-1.0638e-02, -1.2620e-02, -1.6238e-02,  ..., -1.4129e-03,\n",
      "            1.3805e-02, -9.2271e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.0302e-03,  6.7236e-03,  3.6020e-03,  ...,  6.5510e-03,\n",
      "            4.8934e-03,  7.6434e-03],\n",
      "          [ 1.0150e-04, -1.2295e-02, -1.4637e-02,  ..., -2.6517e-03,\n",
      "           -8.0268e-03, -1.7419e-03],\n",
      "          [ 1.6948e-02,  2.6146e-02, -5.8990e-03,  ...,  1.2252e-02,\n",
      "            1.7458e-03,  8.5039e-03],\n",
      "          ...,\n",
      "          [-1.0699e-02,  9.7803e-03,  1.2095e-04,  ...,  7.5869e-03,\n",
      "           -1.0313e-02,  1.5546e-02],\n",
      "          [ 5.1340e-03,  5.1662e-03,  2.2034e-02,  ..., -7.5129e-03,\n",
      "           -1.4936e-03, -1.9891e-02],\n",
      "          [ 4.6651e-04,  1.2977e-02, -1.8785e-02,  ..., -1.1258e-02,\n",
      "           -3.7250e-05,  2.0619e-03]],\n",
      "\n",
      "         [[-1.2047e-03,  3.5886e-03,  4.2773e-03,  ..., -5.4232e-03,\n",
      "            2.8678e-03,  2.2212e-03],\n",
      "          [ 3.8255e-03,  3.1765e-03,  6.8376e-03,  ..., -1.1390e-02,\n",
      "            2.0527e-02, -2.5664e-03],\n",
      "          [ 9.0391e-03,  8.8161e-04,  3.8587e-04,  ...,  1.3549e-02,\n",
      "            2.3068e-03, -1.1004e-02],\n",
      "          ...,\n",
      "          [ 1.2047e-02, -1.9468e-02, -1.9389e-02,  ...,  2.3784e-03,\n",
      "           -2.2373e-02, -6.3771e-03],\n",
      "          [-9.6256e-03,  5.6339e-03,  4.6687e-03,  ..., -5.5649e-03,\n",
      "            3.1096e-04, -1.4312e-02],\n",
      "          [-1.6739e-03,  1.3027e-02,  1.9163e-02,  ...,  2.1721e-02,\n",
      "           -9.9389e-03,  7.3053e-04]],\n",
      "\n",
      "         [[-1.1655e-02, -4.8236e-03, -6.4940e-03,  ...,  2.5782e-03,\n",
      "           -4.5879e-03,  3.9335e-03],\n",
      "          [ 2.9478e-03,  1.0761e-02,  1.0651e-02,  ...,  2.9908e-03,\n",
      "            1.2159e-02,  5.7827e-03],\n",
      "          [ 1.0846e-02,  7.1474e-03, -7.8275e-03,  ..., -6.7011e-03,\n",
      "            5.7054e-04,  3.7109e-03],\n",
      "          ...,\n",
      "          [-3.0042e-04, -3.6925e-03, -1.0146e-02,  ..., -3.2789e-03,\n",
      "           -1.2140e-02, -5.6308e-03],\n",
      "          [ 1.1439e-02,  8.4482e-03, -8.8471e-04,  ..., -5.3642e-03,\n",
      "            5.3384e-03, -8.0363e-03],\n",
      "          [-1.6065e-03,  1.1942e-02, -1.2762e-02,  ...,  1.0174e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            9.9770e-03, -9.6454e-03]]]])\n",
      "v.copy tensor([[[[ 2.4422e-04,  7.8309e-04,  1.8988e-04,  ..., -8.1426e-03,\n",
      "           -1.2438e-02, -2.1769e-03],\n",
      "          [-1.1703e-03,  5.5088e-04,  3.9132e-03,  ..., -1.7874e-03,\n",
      "           -9.5909e-03, -1.8496e-04],\n",
      "          [-1.0154e-02, -6.8662e-03,  4.2277e-03,  ..., -9.5568e-03,\n",
      "            4.7765e-03, -1.2974e-02],\n",
      "          ...,\n",
      "          [ 6.9485e-03,  5.7309e-03,  7.2459e-03,  ...,  1.7035e-03,\n",
      "            1.3403e-02,  1.3343e-02],\n",
      "          [-3.3307e-03,  1.5662e-02,  6.2224e-03,  ...,  7.6828e-03,\n",
      "            4.4430e-03,  9.5829e-03],\n",
      "          [ 1.0182e-02,  4.0344e-03,  2.8705e-03,  ...,  8.7304e-03,\n",
      "           -1.0617e-02,  1.0276e-02]],\n",
      "\n",
      "         [[-1.2876e-02, -1.7488e-03,  1.3150e-02,  ...,  5.4527e-03,\n",
      "            1.1088e-02, -7.7265e-04],\n",
      "          [ 4.7535e-03,  2.0997e-03, -1.3897e-02,  ...,  1.2214e-02,\n",
      "            1.3223e-02,  7.1490e-03],\n",
      "          [-1.0669e-02, -1.4564e-03,  6.5108e-03,  ...,  3.8686e-03,\n",
      "            4.5331e-03,  7.9091e-03],\n",
      "          ...,\n",
      "          [-8.2198e-03, -9.9905e-03, -8.6018e-03,  ..., -1.4015e-03,\n",
      "            3.4756e-03,  3.6951e-03],\n",
      "          [ 3.5658e-03, -5.7983e-03, -1.5773e-02,  ...,  1.9320e-02,\n",
      "           -2.4086e-02,  1.5879e-02],\n",
      "          [-2.0483e-04,  1.0905e-04, -1.1601e-03,  ...,  5.2464e-03,\n",
      "           -3.7037e-04,  2.7721e-02]],\n",
      "\n",
      "         [[-1.1034e-02,  3.7148e-03, -6.2552e-03,  ...,  6.8356e-03,\n",
      "           -6.9672e-03,  8.2127e-03],\n",
      "          [-1.2040e-02, -1.2986e-02, -7.5694e-03,  ...,  1.5729e-02,\n",
      "            2.8880e-03, -1.3226e-02],\n",
      "          [-1.0544e-02, -2.3790e-02,  1.2905e-03,  ...,  2.0416e-03,\n",
      "            4.1933e-03,  9.5143e-04],\n",
      "          ...,\n",
      "          [ 1.2785e-03, -1.6898e-02, -1.7433e-02,  ..., -1.1365e-02,\n",
      "           -7.5776e-03, -1.7238e-02],\n",
      "          [ 9.0627e-03,  6.9603e-03, -1.2889e-02,  ...,  5.3007e-03,\n",
      "           -2.1634e-02,  8.3029e-03],\n",
      "          [-1.6298e-02,  1.1451e-02, -3.2756e-03,  ..., -3.3555e-03,\n",
      "           -1.5990e-02,  9.0062e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 8.1209e-03,  9.4947e-03, -2.9807e-03,  ..., -1.2539e-02,\n",
      "            4.8538e-04, -1.7401e-03],\n",
      "          [-3.3608e-03, -2.7323e-03,  9.3959e-03,  ..., -1.2596e-02,\n",
      "           -4.6505e-03,  4.7961e-03],\n",
      "          [ 6.6679e-03, -9.6932e-03, -2.4866e-03,  ...,  1.1734e-02,\n",
      "           -4.7876e-03,  1.0778e-03],\n",
      "          ...,\n",
      "          [ 6.9260e-03, -1.8223e-02, -5.7240e-03,  ...,  1.0110e-03,\n",
      "           -8.4172e-03,  2.9758e-03],\n",
      "          [-1.0724e-03, -2.5681e-03, -1.6818e-02,  ...,  1.3815e-02,\n",
      "           -3.3502e-03,  8.4522e-03],\n",
      "          [-1.7970e-04,  1.4272e-02,  5.5775e-03,  ...,  2.8369e-03,\n",
      "            6.8672e-03,  1.5081e-02]],\n",
      "\n",
      "         [[ 9.4433e-03, -9.2710e-03,  1.4529e-02,  ...,  7.7101e-03,\n",
      "           -2.6553e-04, -2.7566e-03],\n",
      "          [ 9.4450e-03, -5.0485e-03,  4.4705e-03,  ...,  1.5493e-02,\n",
      "           -5.1396e-03, -2.6908e-03],\n",
      "          [ 9.6481e-04, -8.7643e-05, -1.1235e-02,  ...,  1.3115e-02,\n",
      "            4.1692e-03,  1.1154e-02],\n",
      "          ...,\n",
      "          [-2.7285e-03,  1.7260e-02,  2.4938e-03,  ..., -1.2640e-03,\n",
      "            1.0417e-02, -3.5794e-03],\n",
      "          [ 9.9835e-03,  7.4193e-03,  1.2715e-04,  ...,  6.3837e-03,\n",
      "            4.0459e-03, -3.4651e-02],\n",
      "          [ 1.6118e-02,  2.3048e-03,  7.2403e-03,  ...,  1.2577e-03,\n",
      "           -9.4575e-03, -1.5191e-02]],\n",
      "\n",
      "         [[-2.5781e-04, -4.8486e-03,  1.7820e-02,  ..., -1.2719e-03,\n",
      "            8.0496e-03, -1.5235e-02],\n",
      "          [ 1.8265e-03, -5.9578e-03, -9.0843e-04,  ..., -1.9963e-03,\n",
      "           -2.5456e-03, -9.1770e-03],\n",
      "          [ 1.6221e-02,  1.1134e-02,  1.1512e-02,  ...,  3.9828e-03,\n",
      "           -1.4101e-03,  1.0666e-03],\n",
      "          ...,\n",
      "          [-3.3009e-03,  2.8610e-02,  2.1783e-02,  ..., -6.8525e-03,\n",
      "           -1.6622e-02, -5.4341e-03],\n",
      "          [ 1.3005e-03,  3.0962e-03, -2.3410e-02,  ...,  2.6897e-03,\n",
      "           -5.1913e-03, -2.7692e-03],\n",
      "          [-8.1104e-03,  5.5374e-03,  6.2665e-04,  ..., -5.9903e-04,\n",
      "           -2.1668e-02, -4.7618e-03]]],\n",
      "\n",
      "\n",
      "        [[[-8.5862e-04, -1.0859e-02,  3.4346e-03,  ..., -1.9788e-03,\n",
      "            1.3329e-02, -1.1028e-02],\n",
      "          [-7.7612e-03, -1.2111e-02,  1.7074e-02,  ...,  7.1178e-03,\n",
      "           -6.8670e-04,  1.4449e-02],\n",
      "          [ 3.3485e-04, -1.4338e-02,  8.2499e-03,  ...,  1.0661e-02,\n",
      "            2.3876e-03, -1.7358e-03],\n",
      "          ...,\n",
      "          [ 5.3107e-03,  1.8523e-02, -3.8675e-03,  ..., -3.0094e-03,\n",
      "            2.0514e-03,  5.3071e-03],\n",
      "          [-2.0382e-02,  1.6863e-02,  6.1815e-03,  ..., -4.8936e-03,\n",
      "            1.8218e-02,  2.7957e-03],\n",
      "          [-5.2270e-03, -3.8572e-03,  4.8291e-03,  ..., -3.3965e-03,\n",
      "            7.9673e-03, -2.9712e-03]],\n",
      "\n",
      "         [[-5.9901e-03, -8.9274e-03, -8.2418e-03,  ...,  7.4684e-03,\n",
      "           -5.5162e-03,  1.0395e-02],\n",
      "          [ 9.4174e-04, -2.0043e-03,  6.6487e-03,  ..., -4.0616e-03,\n",
      "           -1.1742e-02,  4.0446e-03],\n",
      "          [-1.4332e-02, -7.3379e-03,  8.6105e-03,  ...,  1.2713e-02,\n",
      "           -2.5424e-03,  6.3833e-03],\n",
      "          ...,\n",
      "          [ 1.3829e-02, -1.0304e-02,  3.7806e-03,  ..., -1.2596e-02,\n",
      "           -1.8228e-02, -1.0304e-02],\n",
      "          [-4.1723e-03, -2.5204e-03,  1.6732e-02,  ...,  7.1514e-05,\n",
      "            1.0809e-02,  1.6729e-02],\n",
      "          [-1.4687e-02, -4.0456e-03, -1.8250e-02,  ..., -9.0436e-03,\n",
      "            1.6063e-02, -1.5046e-03]],\n",
      "\n",
      "         [[-1.7811e-03,  4.6593e-03,  1.2206e-02,  ...,  5.0001e-04,\n",
      "           -1.4386e-02,  6.3393e-03],\n",
      "          [-7.5224e-03, -1.1081e-02,  8.7096e-04,  ...,  1.7722e-02,\n",
      "            1.7292e-02, -1.6914e-02],\n",
      "          [-2.9317e-02, -7.1067e-03, -1.0940e-02,  ..., -3.7043e-03,\n",
      "            5.9482e-03,  7.1359e-03],\n",
      "          ...,\n",
      "          [-4.8337e-03,  3.2387e-03,  7.0355e-03,  ..., -6.8748e-03,\n",
      "            2.3043e-03, -2.4982e-03],\n",
      "          [-4.3265e-04, -2.3904e-03, -6.1856e-03,  ..., -8.4051e-03,\n",
      "           -1.4798e-02,  1.0069e-02],\n",
      "          [ 4.5258e-03, -1.2767e-02, -8.4026e-03,  ...,  5.2412e-03,\n",
      "            5.1665e-03, -1.5889e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 7.0369e-03,  3.8015e-03,  6.6240e-03,  ...,  4.0781e-03,\n",
      "           -5.6852e-03, -1.2051e-02],\n",
      "          [ 1.7004e-04, -5.2092e-03,  9.3181e-04,  ...,  3.0864e-05,\n",
      "           -1.1592e-02,  1.4904e-02],\n",
      "          [ 8.3858e-03, -4.1077e-03, -4.6150e-03,  ..., -3.0519e-02,\n",
      "           -2.0368e-04,  5.2868e-03],\n",
      "          ...,\n",
      "          [-1.1037e-02,  8.8236e-03, -7.7001e-05,  ...,  5.0134e-03,\n",
      "            1.1263e-02,  2.1027e-03],\n",
      "          [ 1.1642e-03,  2.3240e-02, -1.8839e-03,  ...,  3.2012e-03,\n",
      "           -1.0724e-02, -1.5440e-02],\n",
      "          [-7.2594e-03,  1.1546e-02,  2.8441e-02,  ...,  6.2512e-03,\n",
      "            9.4684e-03,  7.6684e-04]],\n",
      "\n",
      "         [[-1.0064e-02, -1.5753e-02,  1.0209e-02,  ..., -1.4835e-02,\n",
      "            1.3068e-03,  5.4918e-03],\n",
      "          [ 9.2170e-04,  1.7151e-03,  2.1068e-03,  ...,  4.4810e-03,\n",
      "           -9.2277e-04,  8.5977e-03],\n",
      "          [-1.8154e-02, -9.1592e-03,  4.2732e-03,  ...,  1.1699e-02,\n",
      "           -8.3716e-03, -6.0920e-03],\n",
      "          ...,\n",
      "          [ 8.1841e-03,  5.8952e-03, -2.1729e-03,  ...,  6.9529e-03,\n",
      "           -5.2074e-05, -3.6781e-03],\n",
      "          [-1.3485e-02,  2.7184e-03, -6.7665e-03,  ...,  2.3148e-03,\n",
      "           -1.8679e-02, -3.9964e-04],\n",
      "          [ 1.2758e-02,  2.6252e-03,  5.3654e-03,  ...,  9.2945e-03,\n",
      "            6.8969e-03, -7.2352e-03]],\n",
      "\n",
      "         [[ 1.7004e-02, -1.9040e-02, -6.7951e-03,  ...,  4.3649e-03,\n",
      "           -4.4204e-03, -2.4774e-03],\n",
      "          [ 3.6197e-03, -1.1373e-02,  1.0911e-02,  ...,  2.7403e-03,\n",
      "            1.0496e-02, -3.4694e-03],\n",
      "          [ 2.5506e-02,  1.1077e-02,  1.1952e-02,  ..., -1.4284e-02,\n",
      "           -4.6548e-03,  2.2997e-03],\n",
      "          ...,\n",
      "          [ 1.3652e-02, -1.3973e-02,  7.4753e-03,  ..., -9.7970e-03,\n",
      "            1.1349e-02,  1.1660e-03],\n",
      "          [ 1.6088e-03, -1.6525e-02, -1.2241e-02,  ..., -3.3509e-03,\n",
      "            3.2070e-03, -1.1350e-02],\n",
      "          [ 2.7113e-03,  7.3672e-03,  6.8320e-03,  ...,  1.1382e-02,\n",
      "            2.8025e-03,  2.9483e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.1807e-03, -2.1265e-02,  5.6162e-03,  ..., -1.3536e-02,\n",
      "           -4.5270e-03,  1.5671e-02],\n",
      "          [ 5.1031e-03, -2.9666e-04, -6.1057e-03,  ...,  1.8794e-04,\n",
      "           -3.2464e-03,  2.9979e-03],\n",
      "          [ 2.0127e-03,  6.7470e-03,  5.7699e-03,  ..., -1.5941e-02,\n",
      "            6.0591e-03,  2.6767e-03],\n",
      "          ...,\n",
      "          [-1.2705e-04,  1.4370e-03,  5.9870e-04,  ..., -6.9603e-03,\n",
      "            2.2560e-03, -3.7871e-03],\n",
      "          [-1.4588e-02, -9.5354e-04, -8.3719e-03,  ...,  6.9789e-03,\n",
      "           -2.1341e-03, -4.8235e-03],\n",
      "          [ 3.7605e-03, -1.9012e-02,  3.5000e-02,  ...,  3.9816e-03,\n",
      "            1.2965e-02, -4.6911e-03]],\n",
      "\n",
      "         [[-1.7470e-03,  1.1037e-03, -1.0724e-02,  ...,  7.9079e-03,\n",
      "            2.1197e-04, -7.3460e-03],\n",
      "          [ 8.5149e-03, -6.2754e-03,  1.9289e-02,  ...,  3.8091e-03,\n",
      "            4.9159e-03, -2.8756e-03],\n",
      "          [-7.3021e-03,  2.3804e-02,  1.5744e-03,  ..., -6.1872e-03,\n",
      "            7.1700e-03,  1.3514e-02],\n",
      "          ...,\n",
      "          [-7.6274e-04,  6.0199e-03, -6.9942e-03,  ..., -1.2858e-03,\n",
      "            1.8940e-03,  4.9413e-03],\n",
      "          [-3.4253e-03, -1.0260e-02,  4.6947e-03,  ...,  8.4776e-03,\n",
      "            1.8542e-03, -6.4043e-03],\n",
      "          [ 4.0901e-03,  2.0584e-05,  2.0029e-02,  ...,  4.7176e-03,\n",
      "            2.2008e-03, -1.8571e-02]],\n",
      "\n",
      "         [[-2.2445e-02, -5.1004e-03,  8.8351e-03,  ..., -2.0470e-02,\n",
      "            1.7075e-02, -2.3913e-02],\n",
      "          [ 8.2045e-03,  5.6467e-03, -1.0776e-02,  ..., -8.1556e-03,\n",
      "            4.5614e-03, -1.9771e-03],\n",
      "          [-1.3556e-02,  2.4502e-03, -4.4689e-03,  ..., -3.0815e-02,\n",
      "            8.4777e-03, -6.9565e-03],\n",
      "          ...,\n",
      "          [-6.0325e-03, -2.6820e-03, -6.1240e-03,  ...,  8.5709e-03,\n",
      "           -1.6324e-02,  7.0258e-03],\n",
      "          [ 3.9131e-03, -4.2928e-04, -3.2697e-02,  ..., -4.7572e-03,\n",
      "           -1.5852e-02, -8.9638e-03],\n",
      "          [ 2.1836e-02,  4.7921e-03, -2.6695e-03,  ..., -4.1229e-03,\n",
      "            1.2706e-02, -1.7534e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-5.5590e-03,  2.9174e-02, -8.4758e-03,  ...,  1.4038e-02,\n",
      "            1.0096e-02,  4.0486e-03],\n",
      "          [ 7.2825e-03, -1.0859e-02,  4.2637e-03,  ...,  5.6846e-03,\n",
      "            1.3483e-02, -5.7315e-03],\n",
      "          [ 1.6200e-02,  1.3398e-02, -2.6057e-03,  ...,  1.9198e-02,\n",
      "           -7.8161e-03,  4.5486e-03],\n",
      "          ...,\n",
      "          [-1.4552e-02, -3.7271e-04,  1.4094e-02,  ...,  2.9714e-02,\n",
      "            1.0589e-02, -1.2862e-02],\n",
      "          [-6.2494e-03, -2.6475e-03, -8.0359e-03,  ..., -4.9261e-03,\n",
      "           -1.2875e-02,  6.0258e-03],\n",
      "          [-1.1532e-02,  1.0038e-02,  6.3550e-03,  ...,  1.4099e-02,\n",
      "           -2.2861e-03, -6.1652e-04]],\n",
      "\n",
      "         [[ 2.6592e-03, -4.7332e-03, -1.0564e-02,  ..., -1.5197e-02,\n",
      "            1.0364e-02,  6.4538e-03],\n",
      "          [-3.9612e-03, -3.6180e-03, -8.1635e-03,  ...,  1.7860e-02,\n",
      "            2.9741e-03, -1.1941e-02],\n",
      "          [-2.9629e-03, -9.0791e-03,  5.6580e-03,  ..., -8.3880e-03,\n",
      "            3.2020e-03,  7.8388e-03],\n",
      "          ...,\n",
      "          [-3.6179e-03,  5.5494e-04,  1.8596e-03,  ...,  8.4483e-03,\n",
      "           -9.1510e-03,  2.1936e-03],\n",
      "          [ 4.9419e-03, -2.0424e-04, -2.5232e-02,  ...,  2.0208e-02,\n",
      "            9.9206e-03, -1.6321e-02],\n",
      "          [ 2.6534e-02,  3.3045e-03,  1.9105e-03,  ..., -4.4695e-03,\n",
      "           -1.8534e-02,  1.1294e-03]],\n",
      "\n",
      "         [[ 3.8119e-03,  9.4693e-04, -1.3732e-02,  ..., -7.6661e-03,\n",
      "            2.3597e-03,  4.5081e-03],\n",
      "          [ 2.7672e-03,  2.4261e-03,  7.6619e-04,  ..., -2.0324e-02,\n",
      "           -4.6203e-03,  3.6576e-03],\n",
      "          [-3.0684e-03,  2.1963e-03,  2.1478e-03,  ..., -1.6839e-02,\n",
      "            9.1120e-04,  1.6011e-02],\n",
      "          ...,\n",
      "          [ 1.9916e-02, -3.6165e-03,  1.6479e-03,  ...,  1.5123e-02,\n",
      "           -1.8189e-02, -9.4186e-03],\n",
      "          [ 9.6207e-03, -1.7967e-04,  1.2931e-02,  ...,  1.4231e-02,\n",
      "           -4.8513e-03,  5.9142e-03],\n",
      "          [ 8.2355e-03,  6.9704e-03, -7.1288e-03,  ..., -5.3279e-03,\n",
      "            1.5688e-02, -7.8914e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-1.6660e-02,  1.6484e-03,  4.4043e-03,  ..., -3.7017e-04,\n",
      "           -4.3034e-03, -5.7161e-03],\n",
      "          [ 1.0543e-02, -1.6088e-03, -8.2598e-03,  ...,  1.2997e-02,\n",
      "            7.6810e-04, -1.2707e-03],\n",
      "          [ 5.5897e-03,  6.3126e-03, -4.5787e-03,  ..., -4.3554e-03,\n",
      "            3.6759e-03, -7.9448e-04],\n",
      "          ...,\n",
      "          [ 1.0029e-02, -1.4938e-03, -7.1025e-03,  ...,  7.6277e-03,\n",
      "           -1.5996e-02, -1.7443e-03],\n",
      "          [ 2.0938e-03,  7.5373e-03,  4.9411e-03,  ...,  3.6399e-03,\n",
      "           -1.0589e-02,  4.9543e-03],\n",
      "          [ 4.2514e-03, -5.1029e-03, -8.3945e-03,  ..., -1.0579e-02,\n",
      "           -4.8942e-03, -2.3813e-03]],\n",
      "\n",
      "         [[-1.0524e-02, -1.5649e-02, -3.6879e-04,  ..., -2.0848e-02,\n",
      "            6.1523e-03,  9.7993e-03],\n",
      "          [ 6.6825e-03, -4.4229e-03, -5.8317e-03,  ...,  4.3457e-04,\n",
      "            1.3982e-03, -2.8289e-03],\n",
      "          [ 1.9154e-02, -2.6090e-03,  1.5927e-03,  ...,  9.6140e-03,\n",
      "            1.1231e-02,  2.5244e-02],\n",
      "          ...,\n",
      "          [-1.1906e-03,  3.5367e-04, -9.0269e-03,  ...,  5.0170e-03,\n",
      "           -2.7375e-03,  1.0794e-02],\n",
      "          [-1.8492e-03,  8.2403e-03, -7.6632e-03,  ..., -1.3837e-02,\n",
      "           -1.5753e-02,  5.5562e-03],\n",
      "          [ 1.4086e-02, -1.4667e-02,  5.2889e-03,  ..., -8.7422e-03,\n",
      "           -7.2833e-03,  7.3385e-03]],\n",
      "\n",
      "         [[ 4.7679e-03, -6.3634e-03,  3.6126e-03,  ...,  9.2030e-03,\n",
      "            1.3394e-02, -1.1514e-02],\n",
      "          [ 1.2090e-03,  8.9279e-03,  9.6075e-03,  ..., -1.0478e-02,\n",
      "            7.3712e-03, -4.7797e-03],\n",
      "          [ 6.1650e-03,  1.1686e-03, -8.4838e-03,  ..., -2.1320e-02,\n",
      "           -6.1674e-04,  9.7845e-04],\n",
      "          ...,\n",
      "          [-1.9654e-02, -1.2748e-02,  1.0944e-02,  ..., -1.7360e-02,\n",
      "           -1.0428e-02, -2.5456e-03],\n",
      "          [-3.4244e-03,  1.0052e-02,  1.1269e-02,  ...,  6.3736e-03,\n",
      "           -6.5840e-03, -2.7517e-03],\n",
      "          [-9.3587e-03, -1.9376e-02, -4.6359e-04,  ..., -1.1524e-02,\n",
      "           -1.0482e-02,  3.4368e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.4069e-03,  1.0525e-02,  1.3593e-02,  ..., -3.6601e-03,\n",
      "           -7.0640e-03,  1.2362e-02],\n",
      "          [ 1.3009e-02,  2.6782e-03, -1.0036e-02,  ..., -3.4658e-03,\n",
      "           -5.5585e-03, -9.5125e-03],\n",
      "          [-3.7264e-03, -5.4110e-03,  6.9811e-03,  ..., -1.6216e-04,\n",
      "           -3.8257e-03,  7.9581e-03],\n",
      "          ...,\n",
      "          [ 1.1547e-02,  1.1512e-02,  2.9624e-03,  ..., -5.7203e-03,\n",
      "           -3.0009e-03,  5.8928e-03],\n",
      "          [ 2.2734e-03, -1.4373e-03, -2.7793e-03,  ..., -1.7329e-03,\n",
      "            3.2300e-03, -8.3361e-03],\n",
      "          [ 3.6663e-03,  8.6010e-04,  1.6212e-02,  ..., -2.1727e-02,\n",
      "            9.7347e-04, -1.0604e-02]],\n",
      "\n",
      "         [[-1.6093e-03,  1.7844e-02,  5.9116e-03,  ...,  5.4696e-03,\n",
      "           -6.9005e-03,  1.1184e-02],\n",
      "          [ 2.2676e-02,  2.5611e-02,  1.2112e-02,  ...,  1.2296e-03,\n",
      "            3.6035e-03, -2.4333e-02],\n",
      "          [-5.0412e-03, -1.4126e-02, -5.3683e-03,  ...,  8.7149e-03,\n",
      "            1.1589e-03, -9.3075e-03],\n",
      "          ...,\n",
      "          [-1.0899e-02,  1.1401e-02, -8.1589e-03,  ..., -1.2179e-03,\n",
      "           -7.8279e-03,  6.8932e-07],\n",
      "          [-4.4044e-03,  3.1229e-03,  2.0198e-02,  ...,  3.2372e-02,\n",
      "            6.7986e-03, -5.8969e-03],\n",
      "          [ 4.2495e-03, -2.7955e-02, -2.3468e-02,  ..., -3.6533e-03,\n",
      "           -1.2980e-02,  3.0371e-03]],\n",
      "\n",
      "         [[ 4.3067e-03, -1.8165e-02,  6.8024e-03,  ...,  7.0829e-03,\n",
      "            1.3414e-02,  7.9630e-03],\n",
      "          [ 5.5155e-03,  7.5554e-03,  2.6629e-03,  ..., -7.3960e-03,\n",
      "           -7.0112e-03,  1.9833e-02],\n",
      "          [ 1.6882e-02,  2.1855e-03,  4.4263e-03,  ..., -1.0314e-02,\n",
      "           -5.3003e-04,  9.4612e-04],\n",
      "          ...,\n",
      "          [-4.7193e-03,  2.0087e-02,  1.1996e-03,  ...,  2.0468e-03,\n",
      "           -7.3768e-03, -1.1818e-02],\n",
      "          [ 1.1279e-03, -5.2441e-03,  2.2160e-02,  ..., -3.7646e-03,\n",
      "           -7.2546e-03, -6.1156e-04],\n",
      "          [-2.0661e-03,  4.1587e-03, -1.3271e-02,  ..., -2.1248e-02,\n",
      "            1.6804e-02, -1.8318e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 8.7549e-04, -5.3762e-03, -8.9647e-03,  ..., -1.6326e-02,\n",
      "            2.4363e-02, -1.7045e-02],\n",
      "          [-1.0842e-02, -1.5107e-02,  1.0581e-02,  ..., -4.2677e-03,\n",
      "            1.6404e-02,  2.5738e-02],\n",
      "          [-2.6284e-02,  6.7265e-03, -8.2073e-03,  ...,  7.2586e-03,\n",
      "           -1.1338e-02, -4.5579e-03],\n",
      "          ...,\n",
      "          [ 3.0644e-02, -5.4512e-03, -1.1125e-03,  ..., -9.8844e-03,\n",
      "            2.8245e-03,  5.0144e-03],\n",
      "          [-8.2567e-03,  8.6706e-03, -5.1651e-03,  ...,  2.0093e-02,\n",
      "           -1.5044e-02, -6.7069e-03],\n",
      "          [ 4.1766e-03, -3.8468e-03, -9.2283e-03,  ...,  4.4369e-03,\n",
      "            2.0162e-03, -1.3671e-03]],\n",
      "\n",
      "         [[ 1.1770e-02,  1.0418e-02, -5.7350e-04,  ...,  1.4194e-02,\n",
      "           -5.3281e-03, -4.7561e-03],\n",
      "          [ 1.5997e-03,  1.2980e-02,  1.0254e-02,  ...,  8.2361e-03,\n",
      "            8.5363e-03, -2.5146e-03],\n",
      "          [ 6.7465e-03,  1.8983e-03, -9.8549e-04,  ..., -5.0830e-03,\n",
      "            1.4535e-02,  3.4604e-03],\n",
      "          ...,\n",
      "          [ 1.6894e-02, -6.9216e-03,  4.1507e-03,  ..., -1.0886e-02,\n",
      "            6.3635e-03,  7.9990e-03],\n",
      "          [ 1.6236e-02, -4.4997e-03,  3.6940e-03,  ..., -2.7048e-03,\n",
      "           -1.3723e-03, -3.7963e-03],\n",
      "          [ 1.2374e-02,  4.5492e-03, -3.7086e-03,  ..., -1.2328e-02,\n",
      "           -1.4546e-02,  3.2474e-03]],\n",
      "\n",
      "         [[-1.9424e-02, -7.9154e-03,  6.8098e-03,  ...,  8.1206e-04,\n",
      "            1.7420e-02,  4.0908e-04],\n",
      "          [-4.1090e-03, -9.4209e-03, -4.3362e-03,  ..., -3.2330e-04,\n",
      "            1.5545e-02,  1.0147e-03],\n",
      "          [ 1.2149e-03,  5.4756e-03, -9.7286e-03,  ..., -3.1157e-03,\n",
      "           -3.3665e-03, -1.7858e-02],\n",
      "          ...,\n",
      "          [-1.2283e-02, -1.7198e-02,  5.6501e-04,  ...,  1.5160e-02,\n",
      "           -9.2618e-03, -6.3713e-03],\n",
      "          [ 1.0303e-02,  4.9759e-03, -5.5645e-03,  ..., -1.5794e-02,\n",
      "           -8.3172e-03, -5.1373e-03],\n",
      "          [-3.3377e-03,  1.2256e-03, -1.2181e-02,  ..., -1.2238e-02,\n",
      "           -1.5252e-02,  2.6371e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-8.4230e-03,  1.3498e-02,  7.7625e-03,  ..., -7.0081e-03,\n",
      "            2.4680e-02,  5.9379e-03],\n",
      "          [-7.2213e-03, -1.6246e-02,  5.6090e-04,  ...,  3.5112e-03,\n",
      "            2.2872e-04,  3.9912e-03],\n",
      "          [-6.0913e-03,  1.1821e-02, -5.3539e-03,  ...,  1.0934e-02,\n",
      "            1.7658e-02,  4.6432e-03],\n",
      "          ...,\n",
      "          [ 3.8517e-03, -3.9394e-03,  3.5555e-03,  ..., -1.3900e-02,\n",
      "            1.1346e-02, -1.3051e-02],\n",
      "          [-1.1558e-02,  9.4639e-03,  7.1736e-03,  ...,  3.7071e-03,\n",
      "            1.4689e-02,  1.8206e-03],\n",
      "          [-4.1023e-03, -3.8042e-03, -1.3786e-02,  ...,  1.7125e-02,\n",
      "            1.3324e-03, -5.3514e-03]],\n",
      "\n",
      "         [[-7.0087e-04,  1.5931e-02, -1.6018e-02,  ..., -1.0001e-02,\n",
      "            6.9687e-03,  9.7030e-03],\n",
      "          [ 7.6460e-03,  1.1760e-03,  2.2913e-02,  ...,  8.8916e-03,\n",
      "            7.0550e-03, -5.1746e-03],\n",
      "          [-1.3515e-02, -6.6593e-03,  1.1363e-03,  ..., -5.0534e-03,\n",
      "            1.0696e-02, -1.0483e-02],\n",
      "          ...,\n",
      "          [-7.2561e-03, -3.2589e-03,  3.9395e-03,  ..., -1.1348e-02,\n",
      "           -1.0408e-02, -9.1442e-04],\n",
      "          [-1.6590e-02,  4.8250e-03, -1.6064e-02,  ..., -1.4190e-02,\n",
      "            1.8793e-02,  6.2327e-04],\n",
      "          [ 1.1510e-02,  3.8461e-03, -7.7775e-03,  ..., -1.1933e-02,\n",
      "           -1.9673e-03, -1.3525e-02]],\n",
      "\n",
      "         [[ 3.9286e-03,  8.1432e-03,  7.0844e-03,  ..., -2.6461e-03,\n",
      "            1.7620e-03, -1.0435e-02],\n",
      "          [ 9.5092e-03, -1.1703e-02,  6.9750e-04,  ..., -1.6931e-02,\n",
      "           -1.4651e-02,  2.1846e-04],\n",
      "          [ 9.3363e-03, -3.1443e-03,  7.2716e-03,  ..., -6.7766e-04,\n",
      "           -4.4678e-03, -6.3181e-05],\n",
      "          ...,\n",
      "          [-2.4098e-03,  3.8776e-03,  1.6615e-02,  ...,  1.8463e-03,\n",
      "           -4.6775e-03,  1.0741e-03],\n",
      "          [-1.1584e-02, -7.0089e-03,  1.0150e-02,  ...,  1.9442e-03,\n",
      "            9.7375e-03,  2.7055e-04],\n",
      "          [ 1.9085e-02, -7.3832e-03, -9.7885e-03,  ...,  9.8766e-04,\n",
      "           -2.1014e-03,  2.1910e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 6.5964e-03, -2.6867e-03,  6.3708e-03,  ...,  4.4353e-03,\n",
      "           -6.9446e-04, -1.1197e-02],\n",
      "          [ 1.1348e-02, -3.8658e-05, -3.3924e-03,  ..., -8.6681e-03,\n",
      "            9.6457e-03,  7.3453e-03],\n",
      "          [ 7.1399e-03, -2.0145e-02, -3.7147e-03,  ...,  1.7382e-03,\n",
      "           -1.9316e-03,  3.6926e-04],\n",
      "          ...,\n",
      "          [ 3.0742e-03,  1.4820e-02,  1.0554e-02,  ..., -2.3151e-03,\n",
      "            5.3581e-03,  7.6633e-04],\n",
      "          [ 6.8660e-03, -5.7266e-03,  3.9427e-03,  ...,  7.0098e-03,\n",
      "            3.6633e-03, -2.9935e-03],\n",
      "          [-2.6826e-03, -4.3439e-03,  1.4143e-02,  ...,  2.0568e-02,\n",
      "           -2.5621e-03,  1.1556e-02]],\n",
      "\n",
      "         [[ 7.2281e-03, -1.6876e-03, -9.4323e-04,  ...,  5.3526e-03,\n",
      "           -2.4673e-04, -1.2052e-02],\n",
      "          [-4.0108e-03, -3.6104e-03, -1.2352e-02,  ..., -5.4644e-04,\n",
      "           -1.2583e-02,  1.0409e-02],\n",
      "          [-1.1503e-02,  1.6118e-02,  1.1959e-03,  ...,  2.3441e-03,\n",
      "           -9.9844e-04,  4.3736e-04],\n",
      "          ...,\n",
      "          [ 3.2428e-03, -1.6040e-02, -3.5898e-03,  ..., -6.3223e-04,\n",
      "            6.4153e-03, -2.4499e-04],\n",
      "          [ 1.0280e-02,  3.9088e-03, -6.5825e-03,  ..., -2.6663e-03,\n",
      "            1.4808e-02,  1.2052e-02],\n",
      "          [ 1.5361e-02,  1.7877e-02, -3.0564e-03,  ...,  3.9454e-03,\n",
      "           -7.2133e-03, -8.5795e-03]],\n",
      "\n",
      "         [[-4.8150e-03, -1.3580e-03,  1.1874e-02,  ...,  1.1164e-02,\n",
      "           -1.5437e-03,  1.2741e-02],\n",
      "          [-1.2979e-03, -2.1854e-02, -5.1536e-03,  ...,  4.3696e-04,\n",
      "           -6.1311e-03, -2.3518e-02],\n",
      "          [-1.2477e-03, -2.0082e-02, -1.4316e-03,  ...,  1.5225e-02,\n",
      "            9.6607e-03,  3.2851e-03],\n",
      "          ...,\n",
      "          [ 1.2142e-04, -9.5684e-05, -2.1050e-02,  ..., -4.0432e-03,\n",
      "           -7.7508e-03, -1.5345e-02],\n",
      "          [-9.7061e-03,  4.5597e-03, -3.1350e-03,  ...,  2.2609e-02,\n",
      "           -4.3835e-03,  9.9152e-04],\n",
      "          [-1.0638e-02, -1.2620e-02, -1.6238e-02,  ..., -1.4129e-03,\n",
      "            1.3805e-02, -9.2271e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.0302e-03,  6.7236e-03,  3.6020e-03,  ...,  6.5510e-03,\n",
      "            4.8934e-03,  7.6434e-03],\n",
      "          [ 1.0150e-04, -1.2295e-02, -1.4637e-02,  ..., -2.6517e-03,\n",
      "           -8.0268e-03, -1.7419e-03],\n",
      "          [ 1.6948e-02,  2.6146e-02, -5.8990e-03,  ...,  1.2252e-02,\n",
      "            1.7458e-03,  8.5039e-03],\n",
      "          ...,\n",
      "          [-1.0699e-02,  9.7803e-03,  1.2095e-04,  ...,  7.5869e-03,\n",
      "           -1.0313e-02,  1.5546e-02],\n",
      "          [ 5.1340e-03,  5.1662e-03,  2.2034e-02,  ..., -7.5129e-03,\n",
      "           -1.4936e-03, -1.9891e-02],\n",
      "          [ 4.6651e-04,  1.2977e-02, -1.8785e-02,  ..., -1.1258e-02,\n",
      "           -3.7250e-05,  2.0619e-03]],\n",
      "\n",
      "         [[-1.2047e-03,  3.5886e-03,  4.2773e-03,  ..., -5.4232e-03,\n",
      "            2.8678e-03,  2.2212e-03],\n",
      "          [ 3.8255e-03,  3.1765e-03,  6.8376e-03,  ..., -1.1390e-02,\n",
      "            2.0527e-02, -2.5664e-03],\n",
      "          [ 9.0391e-03,  8.8161e-04,  3.8587e-04,  ...,  1.3549e-02,\n",
      "            2.3068e-03, -1.1004e-02],\n",
      "          ...,\n",
      "          [ 1.2047e-02, -1.9468e-02, -1.9389e-02,  ...,  2.3784e-03,\n",
      "           -2.2373e-02, -6.3771e-03],\n",
      "          [-9.6256e-03,  5.6339e-03,  4.6687e-03,  ..., -5.5649e-03,\n",
      "            3.1096e-04, -1.4312e-02],\n",
      "          [-1.6739e-03,  1.3027e-02,  1.9163e-02,  ...,  2.1721e-02,\n",
      "           -9.9389e-03,  7.3053e-04]],\n",
      "\n",
      "         [[-1.1655e-02, -4.8236e-03, -6.4940e-03,  ...,  2.5782e-03,\n",
      "           -4.5879e-03,  3.9335e-03],\n",
      "          [ 2.9478e-03,  1.0761e-02,  1.0651e-02,  ...,  2.9908e-03,\n",
      "            1.2159e-02,  5.7827e-03],\n",
      "          [ 1.0846e-02,  7.1474e-03, -7.8275e-03,  ..., -6.7011e-03,\n",
      "            5.7054e-04,  3.7109e-03],\n",
      "          ...,\n",
      "          [-3.0042e-04, -3.6925e-03, -1.0146e-02,  ..., -3.2789e-03,\n",
      "           -1.2140e-02, -5.6308e-03],\n",
      "          [ 1.1439e-02,  8.4482e-03, -8.8471e-04,  ..., -5.3642e-03,\n",
      "            5.3384e-03, -8.0363e-03],\n",
      "          [-1.6065e-03,  1.1942e-02, -1.2762e-02,  ...,  1.0174e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            9.9770e-03, -9.6454e-03]]]])\n",
      "k CCN.hl_prior_1.4.conv.bias\n",
      "v tensor([ 0.0061,  0.0251, -0.0011, -0.0058, -0.0238,  0.0184, -0.0069, -0.0182,\n",
      "        -0.0221,  0.0189, -0.0012,  0.0250,  0.0020,  0.0158,  0.0223, -0.0044])\n",
      "param tensor([ 0.0034,  0.0046,  0.0112,  0.0088,  0.0156, -0.0029, -0.0039,  0.0094,\n",
      "         0.0057, -0.0012,  0.0048,  0.0026,  0.0164,  0.0002,  0.0079,  0.0081])\n",
      "v.copy tensor([ 0.0034,  0.0046,  0.0112,  0.0088,  0.0156, -0.0029, -0.0039,  0.0094,\n",
      "         0.0057, -0.0012,  0.0048,  0.0026,  0.0164,  0.0002,  0.0079,  0.0081])\n",
      "k CCN.hl_prior_1.4.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2368])\n",
      "v.copy tensor([0.2368])\n",
      "k CCN.hl_prior_1.5.conv.weight\n",
      "v tensor([[[[ 3.4992e-03, -3.3806e-02,  2.8890e-02,  ..., -3.2183e-02,\n",
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      "           -1.1221e-02, -2.0146e-02],\n",
      "          [-2.1460e-03, -1.7152e-02, -2.6053e-02,  ..., -3.2829e-02,\n",
      "           -1.2843e-02, -2.2942e-02],\n",
      "          ...,\n",
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      "            2.9380e-02, -1.6136e-02]],\n",
      "\n",
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      "\n",
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      "          ...,\n",
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      "            3.1838e-02,  1.6110e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-8.4830e-03,  2.0988e-02,  2.6835e-02,  ..., -2.4386e-02,\n",
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      "            2.8029e-02,  1.2444e-02],\n",
      "          [-1.7027e-02,  8.3851e-03,  1.1917e-02,  ...,  1.5286e-02,\n",
      "            2.2495e-02, -2.4756e-02],\n",
      "          ...,\n",
      "          [-2.6469e-02,  6.5223e-03,  2.3183e-02,  ..., -9.0083e-03,\n",
      "           -5.5987e-03,  1.2604e-02],\n",
      "          [-2.5976e-02,  1.9271e-02, -2.6852e-04,  ..., -8.7921e-03,\n",
      "           -2.0497e-03, -2.9512e-02],\n",
      "          [-9.0450e-03,  1.5193e-02, -3.5699e-02,  ..., -3.2756e-02,\n",
      "           -1.4736e-02, -7.8421e-03]],\n",
      "\n",
      "         [[ 1.2789e-02,  2.7491e-02,  1.2211e-02,  ..., -1.5016e-02,\n",
      "            3.2933e-02, -2.4904e-02],\n",
      "          [ 2.8502e-02, -1.6218e-02, -1.3802e-02,  ..., -5.1444e-03,\n",
      "           -2.6300e-02, -1.6060e-02],\n",
      "          [-8.3386e-03, -2.9716e-02, -5.5378e-03,  ..., -2.0567e-02,\n",
      "           -1.9790e-02, -2.1853e-02],\n",
      "          ...,\n",
      "          [ 2.0034e-03, -2.3538e-02,  2.2180e-02,  ..., -2.7582e-02,\n",
      "           -2.6221e-02, -2.3906e-02],\n",
      "          [-1.5732e-02,  2.8372e-02,  1.7156e-02,  ..., -1.5174e-03,\n",
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      "            3.5822e-03, -3.2077e-02]],\n",
      "\n",
      "         [[-3.5516e-02, -2.2511e-02, -1.5215e-02,  ...,  3.4454e-02,\n",
      "            3.2940e-03,  2.8074e-03],\n",
      "          [ 2.6641e-02,  2.5971e-02,  1.4734e-02,  ..., -3.5695e-02,\n",
      "           -2.6586e-03, -2.7272e-03],\n",
      "          [-2.2730e-02, -1.0392e-02, -2.0292e-02,  ..., -2.1421e-02,\n",
      "            1.2941e-02,  3.0200e-02],\n",
      "          ...,\n",
      "          [-3.0013e-02, -1.5568e-02, -2.7098e-02,  ...,  1.8235e-02,\n",
      "            1.3673e-02,  3.5500e-02],\n",
      "          [-3.2432e-02,  1.3739e-02, -3.3517e-02,  ..., -2.9018e-02,\n",
      "           -6.5139e-03, -2.5568e-02],\n",
      "          [ 1.9219e-02, -8.0475e-04, -2.5609e-02,  ...,  2.0913e-02,\n",
      "           -2.0114e-02,  4.5878e-04]]],\n",
      "\n",
      "\n",
      "        [[[-2.2910e-02,  1.7898e-02, -3.0893e-02,  ..., -7.3832e-03,\n",
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      "          [ 4.2284e-03, -6.8743e-03,  1.4199e-02,  ..., -3.3151e-02,\n",
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      "           -1.6536e-02, -1.0477e-02],\n",
      "          [ 2.7091e-02, -2.4300e-02, -2.3180e-02,  ...,  1.7875e-02,\n",
      "            3.5505e-02,  1.3991e-02],\n",
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      "           -2.7675e-02,  6.8441e-03]],\n",
      "\n",
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      "            2.8395e-02,  2.0085e-02],\n",
      "          [ 2.2662e-03, -3.3130e-02, -2.6466e-02,  ...,  2.8335e-02,\n",
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      "          ...,\n",
      "          [ 2.1549e-02, -1.6628e-02, -1.9329e-02,  ..., -1.2513e-03,\n",
      "            2.7679e-02,  1.4035e-02],\n",
      "          [ 1.4137e-03, -2.6038e-02,  9.8951e-05,  ...,  1.3847e-02,\n",
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      "          [-1.7300e-03, -3.0667e-02, -1.3466e-02,  ..., -9.3771e-03,\n",
      "            1.2014e-02, -2.2822e-02]],\n",
      "\n",
      "         [[ 1.6411e-02, -5.8910e-03,  5.9591e-03,  ..., -2.7358e-02,\n",
      "           -2.2015e-02, -1.9856e-02],\n",
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      "            3.1340e-02,  6.8815e-03],\n",
      "          ...,\n",
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      "            5.1781e-03, -4.8602e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
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      "           -3.8130e-04, -1.9527e-02],\n",
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      "          ...,\n",
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      "           -3.2938e-02,  1.0950e-02],\n",
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      "           -2.9362e-02,  1.5826e-02]],\n",
      "\n",
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      "           -1.5523e-02,  1.6521e-02],\n",
      "          ...,\n",
      "          [ 5.5074e-03, -3.5641e-02, -2.3563e-02,  ..., -3.1390e-02,\n",
      "            2.6878e-02, -2.8854e-02],\n",
      "          [ 2.4159e-02,  6.7262e-03,  2.6522e-02,  ...,  1.2620e-02,\n",
      "           -9.1844e-03, -2.4839e-02],\n",
      "          [ 8.8687e-03,  3.4969e-02, -1.6579e-02,  ...,  4.5899e-03,\n",
      "            1.6651e-02, -2.1760e-02]],\n",
      "\n",
      "         [[ 5.7899e-03, -2.9092e-02,  1.2985e-02,  ..., -1.1967e-02,\n",
      "            7.4712e-03, -2.8096e-02],\n",
      "          [ 8.5762e-03, -4.6661e-03,  1.3856e-02,  ..., -1.2161e-02,\n",
      "           -2.6034e-02, -3.9174e-04],\n",
      "          [-2.5502e-02, -1.6217e-03, -3.0488e-02,  ..., -2.9910e-02,\n",
      "           -1.8606e-02, -4.4421e-03],\n",
      "          ...,\n",
      "          [ 3.3093e-02,  2.1333e-02, -2.1350e-02,  ...,  1.3307e-02,\n",
      "           -3.2499e-02, -3.3644e-02],\n",
      "          [ 9.6437e-03, -1.1291e-02, -2.1318e-02,  ...,  2.8128e-02,\n",
      "            8.2492e-03,  2.9342e-02],\n",
      "          [-2.0589e-02, -5.6255e-03, -1.5104e-03,  ..., -2.4933e-02,\n",
      "            3.8854e-03,  3.0396e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.4916e-02, -2.4761e-02, -2.3684e-02,  ..., -2.1725e-02,\n",
      "            8.4022e-04,  1.3272e-02],\n",
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      "           -2.0467e-03,  2.1787e-02],\n",
      "          ...,\n",
      "          [ 2.6421e-02, -2.7450e-02, -2.1421e-02,  ...,  2.0271e-02,\n",
      "            1.3149e-02,  3.4900e-02],\n",
      "          [-4.8406e-05, -1.7542e-02, -2.3917e-03,  ...,  1.5344e-02,\n",
      "            3.2830e-02, -3.2341e-02],\n",
      "          [ 2.7726e-02,  3.1009e-02, -2.8340e-02,  ..., -2.9580e-03,\n",
      "           -5.2640e-03,  1.0502e-02]],\n",
      "\n",
      "         [[-5.2926e-04,  2.5117e-02, -8.1682e-03,  ..., -2.5515e-02,\n",
      "            2.7291e-02,  1.1901e-02],\n",
      "          [ 2.1034e-02,  4.1575e-04, -1.6453e-02,  ..., -1.9658e-02,\n",
      "           -2.0300e-02, -1.3215e-02],\n",
      "          [-1.3476e-02, -2.1435e-02,  1.3871e-02,  ..., -3.2611e-02,\n",
      "            3.5139e-02,  3.4183e-02],\n",
      "          ...,\n",
      "          [-1.1960e-02,  5.4926e-03, -2.8334e-02,  ..., -1.7431e-02,\n",
      "            1.8443e-02, -4.6154e-03],\n",
      "          [-2.9931e-02,  1.4778e-02,  1.7638e-02,  ..., -6.8117e-03,\n",
      "           -1.0114e-02,  9.5397e-03],\n",
      "          [-1.5302e-02, -3.1390e-02,  1.2763e-02,  ..., -8.0399e-03,\n",
      "           -1.7470e-02,  2.1009e-02]],\n",
      "\n",
      "         [[ 3.1659e-03,  1.6540e-03, -2.9253e-02,  ...,  3.4524e-02,\n",
      "           -2.5875e-02,  1.6539e-02],\n",
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      "           -4.5873e-03, -1.7267e-04],\n",
      "          [ 2.4933e-02, -2.8371e-02, -1.9895e-03,  ..., -3.8618e-03,\n",
      "           -2.1218e-02, -1.3836e-02],\n",
      "          ...,\n",
      "          [ 1.4830e-02,  1.8526e-02,  5.0232e-03,  ..., -1.8239e-02,\n",
      "           -9.0124e-03,  1.4136e-02],\n",
      "          [ 9.0382e-03,  3.1536e-02,  1.4957e-02,  ...,  2.2711e-02,\n",
      "            2.8408e-02, -2.7455e-02],\n",
      "          [-1.7238e-02, -3.0709e-02,  3.6066e-03,  ...,  2.1761e-02,\n",
      "            2.3613e-02, -2.3306e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 9.0440e-03, -3.4870e-02, -1.1903e-02,  ...,  2.0238e-02,\n",
      "            2.2610e-02, -1.8976e-02],\n",
      "          [ 1.8534e-02, -1.9866e-02, -7.7207e-03,  ..., -1.3570e-02,\n",
      "           -1.0140e-02, -2.8448e-03],\n",
      "          [-1.2859e-02,  2.5146e-02,  3.2271e-02,  ...,  1.9602e-02,\n",
      "            2.3957e-02, -1.7683e-02],\n",
      "          ...,\n",
      "          [ 2.3967e-02,  1.5875e-03,  3.2970e-02,  ...,  1.5422e-02,\n",
      "           -5.2773e-03, -3.4874e-02],\n",
      "          [ 1.5927e-02,  2.1526e-02,  2.8203e-02,  ...,  4.2628e-03,\n",
      "           -4.7740e-03,  3.0123e-02],\n",
      "          [ 3.4017e-03, -6.1069e-03, -2.5882e-02,  ...,  4.9714e-03,\n",
      "            2.3976e-02, -1.9042e-02]],\n",
      "\n",
      "         [[-3.1970e-03,  1.2025e-02,  1.6596e-02,  ..., -2.3956e-02,\n",
      "            2.8995e-02, -1.9325e-02],\n",
      "          [ 5.2964e-03, -1.4881e-02, -1.1984e-02,  ...,  1.5778e-02,\n",
      "            3.2827e-02,  1.7343e-02],\n",
      "          [-2.1857e-02, -5.0068e-03,  1.2193e-02,  ..., -1.8789e-03,\n",
      "           -3.4533e-02, -3.1167e-02],\n",
      "          ...,\n",
      "          [ 3.1776e-02, -3.0606e-02,  1.6659e-02,  ...,  2.8890e-02,\n",
      "           -2.0066e-02, -3.0361e-02],\n",
      "          [ 1.5707e-02, -2.9443e-02, -4.6466e-03,  ..., -6.6621e-03,\n",
      "           -6.5054e-03,  1.2664e-02],\n",
      "          [ 2.2770e-02,  1.1126e-02, -2.8065e-02,  ...,  1.9384e-02,\n",
      "           -2.2083e-02,  3.5319e-02]],\n",
      "\n",
      "         [[-1.9741e-02, -2.9088e-02, -1.6259e-02,  ..., -2.0122e-02,\n",
      "            2.6867e-02, -2.4498e-02],\n",
      "          [-3.1295e-02, -3.4778e-02,  1.3205e-02,  ..., -3.2152e-02,\n",
      "            2.0498e-02, -7.9531e-04],\n",
      "          [ 1.5087e-02,  2.0418e-03,  2.1023e-02,  ...,  3.0958e-02,\n",
      "           -2.6429e-02,  2.9479e-03],\n",
      "          ...,\n",
      "          [ 3.1035e-02, -2.0120e-02, -8.9239e-03,  ..., -2.3712e-02,\n",
      "           -3.6899e-04, -8.5170e-03],\n",
      "          [ 2.8293e-02,  5.3997e-03, -5.3281e-03,  ..., -1.2345e-02,\n",
      "            2.6911e-02, -1.5708e-02],\n",
      "          [-7.7388e-03,  3.3359e-02, -2.8095e-03,  ...,  3.0797e-02,\n",
      "           -3.1844e-02,  2.6263e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-3.3175e-02,  7.0295e-04, -1.5763e-02,  ...,  3.0917e-03,\n",
      "           -2.1991e-02,  3.1553e-02],\n",
      "          [ 2.5914e-03,  2.0313e-02,  3.5379e-02,  ...,  1.3683e-02,\n",
      "           -1.9270e-02,  6.2786e-03],\n",
      "          [-2.9674e-03,  4.0381e-03,  3.0715e-02,  ..., -1.1655e-02,\n",
      "           -6.5086e-03,  1.2152e-02],\n",
      "          ...,\n",
      "          [ 5.5986e-03,  2.2324e-02,  1.1760e-03,  ..., -1.6620e-02,\n",
      "            9.1682e-03,  2.7808e-02],\n",
      "          [ 1.2774e-02,  1.7782e-02, -1.8219e-02,  ...,  1.7352e-02,\n",
      "           -3.3953e-02,  2.0691e-02],\n",
      "          [ 2.2158e-02, -2.0805e-02, -2.8984e-02,  ..., -2.5374e-02,\n",
      "            8.6793e-04,  1.8393e-02]],\n",
      "\n",
      "         [[ 3.7077e-03, -3.4540e-02,  1.6991e-02,  ..., -7.5188e-03,\n",
      "           -8.9520e-03,  1.5004e-02],\n",
      "          [ 1.5746e-02,  2.1810e-02, -1.3058e-02,  ...,  1.6646e-02,\n",
      "            1.4466e-02, -1.4333e-02],\n",
      "          [ 1.5920e-02, -2.8621e-02, -2.8476e-02,  ...,  3.4023e-02,\n",
      "           -1.2650e-02, -3.0967e-02],\n",
      "          ...,\n",
      "          [-3.2286e-02, -5.3942e-03,  2.5677e-02,  ..., -2.5718e-02,\n",
      "            2.9370e-02,  3.4058e-02],\n",
      "          [ 5.6536e-04,  3.2851e-02, -5.0921e-03,  ..., -3.4623e-03,\n",
      "            2.7883e-03,  2.8065e-02],\n",
      "          [-5.9140e-03, -1.0716e-02, -1.6908e-02,  ...,  2.4014e-02,\n",
      "           -2.6219e-02,  1.5844e-02]],\n",
      "\n",
      "         [[-3.1211e-03,  2.2780e-02,  2.1710e-02,  ...,  3.4717e-02,\n",
      "            2.9296e-02, -2.0850e-02],\n",
      "          [-8.4367e-04, -2.5208e-02, -1.5757e-02,  ..., -1.9661e-02,\n",
      "           -5.3036e-03,  2.2654e-02],\n",
      "          [-2.7745e-02, -1.1984e-02, -2.2871e-02,  ..., -2.7678e-02,\n",
      "           -3.5601e-02,  3.1059e-02],\n",
      "          ...,\n",
      "          [ 3.3742e-02,  3.0749e-02, -2.1333e-03,  ..., -2.5181e-02,\n",
      "           -3.0535e-03,  3.0796e-02],\n",
      "          [ 1.7035e-02,  1.6489e-02, -2.1367e-02,  ...,  2.5344e-02,\n",
      "            2.3640e-02, -1.8245e-02],\n",
      "          [ 7.6867e-03,  1.9160e-02, -3.1493e-02,  ...,  2.0223e-02,\n",
      "           -1.7841e-02, -1.5408e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.7741e-03, -2.2103e-02, -3.0756e-02,  ...,  3.3070e-02,\n",
      "           -3.7596e-03, -2.1282e-02],\n",
      "          [-2.4336e-03, -9.4162e-03, -1.2614e-02,  ...,  2.6227e-02,\n",
      "            2.9842e-02, -1.7151e-02],\n",
      "          [ 2.5777e-03, -1.8400e-02, -3.1699e-02,  ...,  9.0819e-03,\n",
      "           -2.1018e-02, -3.5650e-02],\n",
      "          ...,\n",
      "          [ 2.1732e-02,  2.9765e-02, -1.5688e-02,  ...,  2.6133e-02,\n",
      "           -9.6723e-03,  2.1198e-02],\n",
      "          [ 8.0363e-03,  8.2461e-04, -3.2705e-02,  ..., -7.1041e-03,\n",
      "            3.4626e-02, -2.7490e-02],\n",
      "          [-3.5203e-02, -2.2829e-02,  5.9520e-03,  ...,  1.7660e-02,\n",
      "            1.6828e-03, -2.4963e-02]],\n",
      "\n",
      "         [[-2.4533e-02,  3.4543e-02,  2.0868e-02,  ...,  1.1204e-02,\n",
      "           -1.2859e-02, -6.5293e-03],\n",
      "          [ 9.3021e-03, -2.2937e-02,  3.1769e-02,  ..., -4.0789e-03,\n",
      "           -1.5989e-02, -2.2435e-02],\n",
      "          [-2.6904e-02, -3.0047e-02, -2.8341e-02,  ..., -3.1750e-03,\n",
      "            2.9474e-02,  3.5329e-02],\n",
      "          ...,\n",
      "          [ 2.1508e-04,  9.0528e-03, -3.4290e-02,  ..., -2.6712e-02,\n",
      "           -2.9106e-03, -1.3687e-02],\n",
      "          [ 2.3022e-02, -2.0358e-02,  2.0846e-02,  ..., -1.8411e-02,\n",
      "            3.0712e-02,  8.1076e-03],\n",
      "          [ 3.3071e-02,  2.6825e-02, -3.8595e-03,  ..., -4.7114e-03,\n",
      "            2.1076e-02,  5.5228e-03]],\n",
      "\n",
      "         [[-7.6921e-03,  2.3732e-02,  2.0712e-03,  ...,  2.1670e-02,\n",
      "            2.5836e-02, -1.9006e-02],\n",
      "          [ 3.3478e-02, -1.1914e-02, -2.0395e-02,  ..., -3.4846e-02,\n",
      "            3.3725e-02, -2.1112e-02],\n",
      "          [ 3.4228e-02, -2.8147e-02, -1.3344e-02,  ..., -1.6036e-02,\n",
      "           -1.3956e-02, -1.2832e-02],\n",
      "          ...,\n",
      "          [-2.7000e-02,  1.6785e-02,  3.1073e-03,  ..., -6.7151e-03,\n",
      "            2.6857e-02, -1.9064e-02],\n",
      "          [-2.9254e-02,  2.0611e-02, -1.8891e-02,  ..., -2.7897e-02,\n",
      "           -6.9548e-03, -1.4998e-02],\n",
      "          [-2.8740e-02,  1.7880e-02,  4.6780e-03,  ...,  3.0645e-02,\n",
      "            3.0733e-02,  3.1733e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.1623e-02, -3.4894e-03,  5.0055e-03,  ..., -2.5330e-02,\n",
      "            5.5788e-03,  2.6344e-02],\n",
      "          [ 3.4455e-02,  1.9888e-03,  3.4782e-03,  ...,  7.8561e-03,\n",
      "           -3.1729e-02,  1.4785e-02],\n",
      "          [-2.6055e-02, -4.7034e-03, -1.4852e-02,  ..., -1.5910e-02,\n",
      "            2.4405e-02,  6.4612e-03],\n",
      "          ...,\n",
      "          [-3.3096e-02, -1.0778e-02, -2.7942e-02,  ...,  3.8514e-04,\n",
      "            1.4664e-02,  2.0333e-02],\n",
      "          [ 3.0052e-02, -3.0125e-02, -3.1635e-02,  ..., -1.0168e-02,\n",
      "           -1.4282e-02,  2.5177e-02],\n",
      "          [-3.2637e-02, -5.9918e-03,  5.3799e-03,  ..., -2.1911e-02,\n",
      "           -9.6873e-03,  3.9119e-04]],\n",
      "\n",
      "         [[-1.0003e-02, -3.4267e-02,  3.4137e-02,  ..., -3.5614e-02,\n",
      "           -2.3230e-02,  7.2137e-04],\n",
      "          [-1.8921e-02,  1.9263e-03, -1.3124e-02,  ..., -2.1491e-02,\n",
      "           -3.4761e-02, -2.2675e-02],\n",
      "          [-1.0712e-02,  1.4526e-02,  1.1775e-02,  ..., -2.5629e-02,\n",
      "            3.3332e-02, -8.6462e-04],\n",
      "          ...,\n",
      "          [-4.4879e-03, -3.4612e-03,  2.1874e-02,  ..., -2.1695e-02,\n",
      "            1.6982e-03,  5.9613e-04],\n",
      "          [-2.7432e-02,  4.7751e-05, -1.6949e-02,  ..., -2.0420e-02,\n",
      "           -9.7816e-03,  1.3504e-03],\n",
      "          [-7.3754e-04,  2.2858e-02,  2.4349e-02,  ..., -3.5662e-02,\n",
      "            9.3168e-03,  6.2156e-05]],\n",
      "\n",
      "         [[ 1.4120e-02,  2.4427e-02, -7.2610e-03,  ...,  2.3533e-02,\n",
      "           -2.8178e-02, -1.1919e-03],\n",
      "          [ 2.5217e-02, -2.8568e-02,  1.5526e-02,  ..., -1.7747e-02,\n",
      "            3.3583e-02,  1.0122e-02],\n",
      "          [-2.4944e-02, -2.5103e-02,  1.0595e-02,  ..., -3.0233e-02,\n",
      "           -8.9495e-03, -9.2424e-03],\n",
      "          ...,\n",
      "          [ 3.2171e-02, -5.1561e-04,  2.1640e-02,  ..., -2.2561e-02,\n",
      "            1.3075e-02,  2.3185e-02],\n",
      "          [-1.1079e-02, -3.2760e-02, -1.9146e-02,  ...,  2.0734e-03,\n",
      "           -5.1654e-03,  3.0974e-02],\n",
      "          [-2.2622e-02, -2.7285e-02,  1.7808e-02,  ..., -3.2610e-02,\n",
      "            2.3590e-02,  1.0059e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 3.5860e-03,  1.7016e-03, -3.0729e-02,  ..., -2.4419e-02,\n",
      "            1.3927e-02,  9.1897e-03],\n",
      "          [-1.1312e-02,  3.7981e-03,  2.7542e-02,  ...,  1.5090e-02,\n",
      "            3.2738e-02, -1.0263e-02],\n",
      "          [ 1.9316e-02,  2.9336e-02,  3.1959e-03,  ...,  3.1845e-02,\n",
      "           -1.4200e-03,  2.8593e-02],\n",
      "          ...,\n",
      "          [ 2.3369e-02, -1.5988e-02,  3.2967e-02,  ..., -2.3172e-03,\n",
      "           -3.2016e-02,  2.6068e-02],\n",
      "          [-3.4024e-02, -2.1614e-02,  9.1249e-03,  ...,  6.6444e-03,\n",
      "            1.0464e-02, -3.5051e-02],\n",
      "          [ 3.5677e-02, -9.1008e-03, -2.6518e-02,  ..., -2.5636e-02,\n",
      "           -8.2337e-03,  1.6700e-02]],\n",
      "\n",
      "         [[-2.7582e-02,  1.3622e-02,  2.6936e-02,  ...,  8.6571e-04,\n",
      "            1.6393e-03, -3.0637e-02],\n",
      "          [ 1.5392e-02,  1.6222e-02,  1.0265e-02,  ...,  1.7679e-02,\n",
      "            2.0790e-02,  1.6104e-02],\n",
      "          [ 2.4411e-02, -5.2018e-04, -3.9522e-05,  ..., -2.5487e-02,\n",
      "            2.3379e-02,  6.4482e-03],\n",
      "          ...,\n",
      "          [ 1.8062e-04, -1.5924e-02,  3.0203e-02,  ..., -9.7976e-03,\n",
      "            1.7442e-02, -3.0289e-02],\n",
      "          [ 2.8446e-02, -2.0218e-02,  6.3478e-03,  ...,  2.0705e-02,\n",
      "           -3.3192e-02, -3.4022e-02],\n",
      "          [-3.0281e-02, -2.6317e-02,  1.7131e-02,  ..., -2.8818e-02,\n",
      "           -2.8093e-03, -2.8364e-02]],\n",
      "\n",
      "         [[-3.3445e-02, -2.5099e-02,  8.6040e-03,  ..., -1.0099e-02,\n",
      "           -1.2955e-02,  1.7285e-02],\n",
      "          [ 1.6489e-03,  1.2753e-02,  1.4307e-02,  ...,  7.4768e-03,\n",
      "           -1.5698e-02, -2.8722e-02],\n",
      "          [ 3.3774e-02,  1.1740e-02,  6.8296e-03,  ...,  4.2790e-03,\n",
      "           -8.0853e-03,  1.6717e-02],\n",
      "          ...,\n",
      "          [ 3.3459e-02, -2.5969e-02, -1.1944e-02,  ...,  3.4020e-02,\n",
      "            2.8572e-02,  2.5639e-02],\n",
      "          [-7.3234e-03, -8.4234e-03,  2.0996e-02,  ...,  1.8723e-02,\n",
      "            9.3999e-03, -7.9670e-03],\n",
      "          [-4.8769e-03,  7.1525e-03, -1.5436e-02,  ...,  2.7086e-03,\n",
      "            1.9394e-02,  2.6670e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.2510e-02, -3.3135e-02, -3.1021e-02,  ..., -1.8871e-02,\n",
      "            1.9634e-02,  5.0108e-03],\n",
      "          [-5.0324e-03, -2.5552e-02, -4.9184e-04,  ..., -1.8855e-03,\n",
      "           -6.3513e-03,  1.5075e-02],\n",
      "          [-1.7080e-02,  2.5312e-02, -3.3162e-02,  ...,  3.5105e-02,\n",
      "           -2.3117e-02,  3.8697e-03],\n",
      "          ...,\n",
      "          [-9.7691e-03,  3.2600e-02,  1.3916e-02,  ...,  1.4960e-02,\n",
      "            4.5848e-03,  2.1515e-02],\n",
      "          [-2.3949e-02,  1.8494e-02, -2.6709e-02,  ..., -2.3813e-03,\n",
      "            2.0327e-02, -2.0525e-02],\n",
      "          [-1.2863e-02,  3.3515e-03, -2.1156e-02,  ...,  3.3368e-02,\n",
      "           -3.0821e-02, -1.9167e-02]],\n",
      "\n",
      "         [[ 2.8549e-02, -9.8225e-03, -2.9113e-02,  ...,  2.5620e-02,\n",
      "           -2.6619e-02,  1.9417e-02],\n",
      "          [-3.1636e-02, -1.6806e-02, -1.6084e-02,  ...,  3.4514e-02,\n",
      "            1.3232e-02,  1.2649e-02],\n",
      "          [ 2.7161e-02,  2.1557e-02, -7.3794e-03,  ..., -3.2894e-02,\n",
      "           -1.6072e-02, -2.0533e-02],\n",
      "          ...,\n",
      "          [-1.0746e-02,  4.6739e-03,  1.0301e-02,  ..., -6.3526e-03,\n",
      "            1.4341e-03, -2.2717e-02],\n",
      "          [-1.7684e-02,  2.6630e-02,  1.4482e-02,  ..., -3.1846e-02,\n",
      "           -9.8473e-03,  3.4271e-02],\n",
      "          [-2.5730e-03, -6.3497e-03,  3.3732e-02,  ...,  2.5164e-02,\n",
      "           -3.2706e-02, -1.4665e-02]],\n",
      "\n",
      "         [[ 8.6518e-03,  2.4499e-02,  2.6152e-02,  ...,  1.0300e-02,\n",
      "           -3.2178e-02,  3.5598e-02],\n",
      "          [-2.9412e-02,  2.3558e-02, -2.0966e-02,  ...,  9.1365e-03,\n",
      "           -1.7746e-02, -1.7591e-02],\n",
      "          [-3.3880e-02, -4.7744e-04, -5.5795e-03,  ...,  3.4190e-02,\n",
      "            1.1636e-02,  6.7172e-03],\n",
      "          ...,\n",
      "          [-1.0999e-02,  2.8720e-03,  3.5548e-02,  ...,  1.8210e-02,\n",
      "           -2.4603e-02,  1.9931e-02],\n",
      "          [ 7.6872e-03,  2.0328e-02,  2.2787e-02,  ...,  7.5791e-03,\n",
      "           -5.7160e-03, -1.1877e-03],\n",
      "          [ 1.6682e-02, -3.5704e-02,  7.1812e-03,  ..., -1.2236e-02,\n",
      "            2.6934e-02,  2.1910e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-4.4901e-03, -7.0786e-03, -8.2517e-03,  ...,  9.3722e-03,\n",
      "           -1.7123e-02, -1.7994e-02],\n",
      "          [-2.2995e-02,  1.0949e-02, -2.8404e-02,  ...,  2.5075e-02,\n",
      "           -2.6239e-03,  1.2765e-02],\n",
      "          [-1.6067e-02, -9.4774e-03,  1.6256e-02,  ..., -1.5940e-02,\n",
      "            1.0789e-02, -1.7640e-02],\n",
      "          ...,\n",
      "          [ 3.7645e-03,  2.1815e-02, -2.6594e-02,  ...,  2.5568e-02,\n",
      "            1.8146e-02, -3.5134e-02],\n",
      "          [ 1.7107e-02, -3.1731e-02, -2.7129e-02,  ...,  2.5536e-02,\n",
      "           -3.0852e-02,  1.8321e-02],\n",
      "          [-1.1882e-02, -3.0473e-02, -9.9474e-03,  ..., -3.2141e-02,\n",
      "           -6.2711e-03,  1.3390e-02]],\n",
      "\n",
      "         [[ 2.7457e-02,  1.1961e-02,  3.3611e-02,  ..., -1.6255e-02,\n",
      "            3.3371e-02, -1.8143e-02],\n",
      "          [ 9.4213e-03,  3.0359e-02,  2.8881e-02,  ..., -2.8104e-03,\n",
      "           -2.8034e-02, -4.8934e-04],\n",
      "          [ 2.1003e-02, -2.1611e-02,  1.9245e-02,  ..., -6.9800e-03,\n",
      "            7.5949e-03,  1.8832e-02],\n",
      "          ...,\n",
      "          [ 1.6589e-02, -7.0131e-03, -1.0002e-02,  ...,  8.9018e-03,\n",
      "           -1.5139e-03, -1.7717e-02],\n",
      "          [ 1.3326e-02,  3.7154e-03, -3.0469e-02,  ..., -2.4025e-02,\n",
      "            2.2753e-02, -4.2222e-05],\n",
      "          [-3.0373e-02,  6.9066e-03,  3.5046e-02,  ..., -3.4890e-02,\n",
      "           -1.3980e-02,  1.4734e-02]],\n",
      "\n",
      "         [[ 4.1752e-03,  2.5902e-02, -8.7334e-03,  ...,  2.6019e-02,\n",
      "           -1.5018e-02,  1.6177e-02],\n",
      "          [-1.6419e-02, -1.6651e-02, -1.9208e-02,  ..., -2.8396e-02,\n",
      "            2.5753e-02,  3.3472e-03],\n",
      "          [-2.5210e-02, -3.1627e-03,  1.9703e-02,  ...,  1.2516e-03,\n",
      "           -1.4650e-02,  2.4999e-02],\n",
      "          ...,\n",
      "          [ 2.5755e-03,  2.8327e-02, -3.4805e-02,  ..., -1.2802e-02,\n",
      "            2.3100e-02,  8.2272e-03],\n",
      "          [-2.1288e-02, -1.8744e-02,  7.0748e-04,  ..., -1.0641e-02,\n",
      "           -5.2500e-03,  2.0584e-02],\n",
      "          [ 2.7071e-02,  1.6866e-02, -1.3546e-02,  ...,  1.5754e-02,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           -2.5162e-02, -3.4781e-03]]]])\n",
      "param tensor([[[[ 1.5007e-03,  1.2792e-02, -1.4718e-02,  ...,  1.5639e-03,\n",
      "           -9.0807e-03, -9.6776e-03],\n",
      "          [ 2.4742e-03,  9.1482e-03, -1.6639e-02,  ...,  1.3247e-02,\n",
      "            2.7764e-03,  1.2289e-02],\n",
      "          [-6.1557e-03, -5.3795e-03, -4.9041e-04,  ...,  5.2277e-03,\n",
      "            5.3104e-03,  7.8757e-03],\n",
      "          ...,\n",
      "          [-1.3236e-02,  2.3119e-03,  2.9298e-03,  ...,  3.4940e-03,\n",
      "            8.1984e-03, -4.4600e-03],\n",
      "          [ 9.1628e-03, -4.7530e-03,  2.9210e-04,  ...,  1.5941e-02,\n",
      "            1.0115e-02, -4.0796e-03],\n",
      "          [-1.7690e-04, -1.0856e-02,  5.3933e-03,  ...,  9.8785e-03,\n",
      "            1.3882e-02, -7.8030e-03]],\n",
      "\n",
      "         [[-8.3404e-03, -4.7687e-03, -1.0976e-02,  ...,  3.0078e-03,\n",
      "           -9.0717e-03, -4.1816e-03],\n",
      "          [ 3.9392e-03, -1.9756e-03,  5.7596e-03,  ...,  5.7410e-03,\n",
      "            2.4161e-02,  4.2121e-05],\n",
      "          [ 2.6431e-02,  1.4469e-02, -1.9221e-02,  ...,  1.9338e-03,\n",
      "            4.1761e-03,  1.7786e-02],\n",
      "          ...,\n",
      "          [-1.4600e-02,  1.0808e-02, -3.2445e-03,  ...,  8.5473e-03,\n",
      "            9.5193e-03, -5.1745e-03],\n",
      "          [ 7.2452e-03,  1.1689e-02,  6.5224e-03,  ...,  7.9460e-03,\n",
      "           -1.6579e-02,  6.0867e-03],\n",
      "          [ 8.0141e-03,  9.4192e-03, -9.4951e-03,  ..., -1.1006e-02,\n",
      "            1.0125e-02,  1.1020e-02]],\n",
      "\n",
      "         [[ 1.0396e-02,  1.1390e-02,  1.3141e-02,  ..., -1.9593e-03,\n",
      "            1.2843e-02, -5.0518e-03],\n",
      "          [-7.8712e-03,  5.9660e-04, -1.7431e-02,  ...,  1.5160e-02,\n",
      "            1.0487e-02, -5.6979e-03],\n",
      "          [-8.0507e-03,  7.3489e-04, -1.7803e-02,  ...,  1.0095e-03,\n",
      "            6.8281e-03, -4.4618e-03],\n",
      "          ...,\n",
      "          [-9.0328e-03, -3.5021e-03, -4.2077e-03,  ...,  1.4194e-02,\n",
      "           -1.3636e-02,  1.4549e-02],\n",
      "          [-1.9833e-02,  1.5844e-03,  1.1257e-02,  ...,  1.7931e-02,\n",
      "           -5.7063e-04, -1.1422e-02],\n",
      "          [-3.0397e-03, -2.1779e-02, -4.9722e-03,  ..., -7.7021e-03,\n",
      "           -1.4666e-02,  8.5593e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.8411e-03, -1.2256e-03,  5.2524e-03,  ..., -8.6937e-03,\n",
      "           -2.3666e-03, -5.3863e-04],\n",
      "          [-1.8854e-02, -1.6834e-02,  5.0605e-03,  ..., -1.2124e-03,\n",
      "           -1.3854e-02, -1.4718e-02],\n",
      "          [-9.2990e-03,  2.8762e-03, -4.8669e-03,  ...,  3.0930e-03,\n",
      "            5.5834e-03, -2.3826e-02],\n",
      "          ...,\n",
      "          [ 1.7638e-02, -9.8281e-03,  9.8736e-03,  ..., -1.7263e-02,\n",
      "            2.5309e-02,  2.1726e-03],\n",
      "          [-1.0605e-02,  2.1661e-03,  1.1193e-02,  ..., -4.6705e-03,\n",
      "           -2.0106e-02, -5.1661e-03],\n",
      "          [ 1.7246e-03,  2.8388e-03, -9.3499e-03,  ..., -1.2513e-03,\n",
      "           -4.0634e-03, -5.7450e-04]],\n",
      "\n",
      "         [[ 5.1885e-03, -4.6255e-03,  7.7902e-03,  ...,  4.7936e-03,\n",
      "            1.6488e-02, -1.7234e-02],\n",
      "          [-9.1684e-04,  9.4022e-03, -6.5317e-03,  ...,  1.2119e-02,\n",
      "           -1.0794e-02,  2.0146e-03],\n",
      "          [-3.9585e-03,  9.0630e-03, -1.1114e-02,  ..., -1.4647e-02,\n",
      "            1.3534e-02, -6.4958e-03],\n",
      "          ...,\n",
      "          [ 6.5703e-03,  4.3985e-04, -7.2699e-03,  ..., -4.4634e-03,\n",
      "           -7.3248e-03,  3.2130e-03],\n",
      "          [-4.8597e-03,  4.3457e-03, -8.4875e-03,  ..., -3.5068e-03,\n",
      "           -8.4932e-03,  1.7542e-03],\n",
      "          [ 1.6330e-03, -1.4769e-02, -9.1314e-03,  ..., -1.2193e-02,\n",
      "           -2.2422e-03, -8.1913e-03]],\n",
      "\n",
      "         [[-5.1134e-03, -2.6763e-03, -4.2780e-03,  ..., -2.6949e-04,\n",
      "            4.2354e-03,  2.2585e-03],\n",
      "          [-8.4637e-03,  8.2673e-03,  2.0958e-03,  ...,  7.6877e-04,\n",
      "            4.4825e-04,  1.3583e-02],\n",
      "          [-7.3293e-03,  3.3462e-04,  5.3200e-03,  ..., -1.1712e-02,\n",
      "            8.8217e-03,  3.2359e-03],\n",
      "          ...,\n",
      "          [ 1.0757e-02, -8.2243e-03, -9.0818e-03,  ..., -1.4647e-03,\n",
      "           -4.1724e-03, -6.5462e-03],\n",
      "          [-3.7149e-04,  1.2922e-02,  1.1090e-02,  ..., -3.5847e-03,\n",
      "            2.7827e-03, -6.5462e-03],\n",
      "          [-9.6866e-03,  5.2762e-03, -1.0807e-02,  ...,  3.5581e-03,\n",
      "            3.7610e-03, -2.0549e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 4.5655e-03,  2.0580e-03, -8.3131e-03,  ...,  1.1851e-03,\n",
      "           -6.5287e-03, -8.0310e-03],\n",
      "          [-8.8148e-03, -7.5150e-04, -7.4673e-03,  ..., -1.0950e-02,\n",
      "           -4.4631e-03,  5.8237e-03],\n",
      "          [ 2.5474e-02, -1.1689e-03, -9.1894e-03,  ...,  6.4569e-03,\n",
      "           -7.1990e-03, -2.2947e-03],\n",
      "          ...,\n",
      "          [ 1.0903e-02, -7.5074e-03, -1.0058e-02,  ..., -1.5505e-02,\n",
      "            1.6729e-02,  9.4485e-04],\n",
      "          [ 2.2798e-03,  4.6092e-03, -8.8600e-05,  ...,  5.4244e-03,\n",
      "            1.3607e-02, -9.9318e-03],\n",
      "          [-6.5343e-04, -1.5045e-02,  1.0826e-02,  ..., -1.2687e-02,\n",
      "            1.1428e-02,  5.9281e-03]],\n",
      "\n",
      "         [[-1.1485e-02,  1.0352e-02,  1.0319e-02,  ...,  1.7377e-02,\n",
      "           -1.2114e-02,  2.7241e-03],\n",
      "          [ 4.8206e-03,  2.4901e-03,  1.6677e-02,  ..., -3.9259e-03,\n",
      "           -1.0198e-02, -1.4457e-02],\n",
      "          [-1.2870e-02, -2.1165e-03,  1.0533e-02,  ..., -9.2914e-04,\n",
      "            1.5952e-02, -4.5544e-03],\n",
      "          ...,\n",
      "          [ 2.2427e-03, -1.4236e-02, -7.1076e-03,  ..., -8.4478e-03,\n",
      "           -1.8191e-02,  7.1556e-03],\n",
      "          [-1.9507e-02,  1.3390e-02,  4.7860e-03,  ...,  1.9140e-02,\n",
      "           -1.1445e-02, -5.8113e-03],\n",
      "          [ 1.0419e-03, -3.0089e-03,  2.1594e-04,  ..., -8.5884e-03,\n",
      "            2.3341e-03, -7.0853e-04]],\n",
      "\n",
      "         [[ 1.7692e-02, -2.2805e-03, -1.0813e-03,  ..., -7.5851e-03,\n",
      "            3.6560e-04,  7.2079e-03],\n",
      "          [-1.9647e-03,  7.0174e-04,  2.8522e-03,  ..., -1.5211e-02,\n",
      "            2.1054e-03,  9.9367e-03],\n",
      "          [-6.5110e-03, -2.6541e-03,  1.5663e-03,  ..., -9.4240e-03,\n",
      "            5.5019e-03, -9.8302e-03],\n",
      "          ...,\n",
      "          [ 1.9021e-02, -7.4782e-03, -7.0991e-04,  ..., -4.0235e-03,\n",
      "            7.7715e-03, -3.4170e-04],\n",
      "          [-2.5465e-03, -7.7633e-03, -8.7961e-03,  ...,  9.2852e-03,\n",
      "           -1.0112e-02, -8.5078e-03],\n",
      "          [ 9.9362e-03,  4.2111e-03, -1.4791e-02,  ...,  4.2547e-03,\n",
      "           -1.4050e-02,  1.0406e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.9108e-03, -4.2708e-03,  7.6128e-03,  ..., -1.5358e-02,\n",
      "           -6.7286e-03,  1.1554e-02],\n",
      "          [-4.9615e-03,  1.1038e-02, -3.0734e-03,  ..., -2.2937e-03,\n",
      "           -9.4724e-03,  3.5366e-03],\n",
      "          [-1.4797e-02, -1.4159e-02,  4.7624e-03,  ...,  1.0145e-02,\n",
      "           -3.5813e-03, -1.6875e-02],\n",
      "          ...,\n",
      "          [-4.6362e-03,  4.1554e-03, -3.6425e-02,  ..., -1.5805e-03,\n",
      "            1.3421e-04, -1.4444e-04],\n",
      "          [ 1.2685e-03, -2.7945e-03, -2.4577e-02,  ..., -2.0918e-03,\n",
      "            5.1728e-03,  3.8047e-03],\n",
      "          [ 3.7891e-03,  1.2518e-02, -1.0153e-02,  ...,  3.8550e-03,\n",
      "           -7.5951e-03, -1.5395e-03]],\n",
      "\n",
      "         [[-7.4721e-03,  3.4370e-03,  1.1183e-02,  ..., -2.3870e-02,\n",
      "           -1.4191e-03, -3.9771e-03],\n",
      "          [-9.5096e-03,  5.1642e-03, -2.1115e-03,  ...,  2.5947e-02,\n",
      "            3.8011e-03,  1.3422e-04],\n",
      "          [ 2.6682e-03, -2.5330e-03, -1.6211e-03,  ...,  1.2361e-02,\n",
      "            6.4430e-04, -1.1071e-03],\n",
      "          ...,\n",
      "          [ 1.7314e-02,  1.4456e-02, -3.6070e-03,  ..., -3.5895e-03,\n",
      "            2.5151e-02,  9.9143e-03],\n",
      "          [-4.3279e-03,  7.1553e-03,  1.9228e-02,  ..., -4.9523e-04,\n",
      "            1.9478e-02,  7.3330e-03],\n",
      "          [ 1.2678e-02,  7.9020e-03,  1.0149e-02,  ...,  1.1205e-02,\n",
      "            5.4099e-03, -8.1168e-03]],\n",
      "\n",
      "         [[-1.0835e-02,  4.6215e-03, -2.2333e-03,  ..., -1.1970e-02,\n",
      "           -9.3977e-03,  7.8685e-03],\n",
      "          [ 1.0622e-02, -3.7059e-04, -6.2440e-03,  ...,  1.0519e-02,\n",
      "           -1.5165e-02, -3.3565e-03],\n",
      "          [ 5.4359e-03,  2.6711e-04,  1.1828e-02,  ...,  6.6655e-03,\n",
      "           -1.0307e-02,  4.0949e-03],\n",
      "          ...,\n",
      "          [ 5.1657e-03, -5.1913e-03,  7.3309e-04,  ..., -2.0872e-02,\n",
      "           -4.0580e-03,  1.6801e-02],\n",
      "          [ 2.4416e-02,  1.4446e-02,  2.2241e-04,  ..., -9.2175e-03,\n",
      "           -7.5994e-03, -1.1448e-02],\n",
      "          [ 5.2602e-03,  1.3900e-02,  4.6321e-04,  ...,  2.6045e-03,\n",
      "           -1.4426e-02, -4.9377e-03]]],\n",
      "\n",
      "\n",
      "        [[[-1.3327e-02,  5.1593e-03,  5.5809e-03,  ...,  9.9249e-03,\n",
      "           -1.3401e-03, -1.3071e-02],\n",
      "          [ 6.8292e-03, -1.1442e-02, -5.8005e-04,  ...,  1.3904e-02,\n",
      "           -6.4725e-03, -1.5639e-02],\n",
      "          [ 1.8913e-02,  7.1034e-03, -6.1670e-03,  ..., -1.3150e-02,\n",
      "            7.1393e-03,  8.0043e-03],\n",
      "          ...,\n",
      "          [-2.3299e-04,  8.6817e-03,  1.8643e-02,  ..., -1.1274e-02,\n",
      "           -5.1368e-03,  4.4966e-03],\n",
      "          [-2.3561e-03,  3.2122e-03, -1.0265e-03,  ..., -1.0179e-02,\n",
      "           -1.0424e-02,  1.4835e-02],\n",
      "          [-7.4336e-03,  4.9174e-03,  7.0120e-03,  ...,  1.3041e-02,\n",
      "            3.6370e-03,  1.8995e-03]],\n",
      "\n",
      "         [[-1.2351e-02, -1.1368e-02, -1.3264e-02,  ..., -1.3754e-02,\n",
      "           -4.9926e-03,  5.5850e-03],\n",
      "          [-6.7747e-03,  8.1698e-03, -4.0102e-03,  ..., -4.6541e-03,\n",
      "           -9.6348e-03,  1.7131e-03],\n",
      "          [-1.8647e-02, -1.0915e-02,  1.9794e-02,  ...,  1.0064e-03,\n",
      "           -3.3573e-03,  6.3817e-03],\n",
      "          ...,\n",
      "          [-1.1317e-03,  4.6771e-03, -2.3923e-02,  ...,  3.7483e-03,\n",
      "           -9.4232e-03,  6.5105e-03],\n",
      "          [ 1.3552e-03,  2.3303e-02, -1.6616e-02,  ...,  5.6618e-03,\n",
      "            1.2048e-02,  7.2219e-03],\n",
      "          [ 1.9293e-02,  9.2335e-03,  1.2403e-03,  ...,  2.2871e-02,\n",
      "            7.3291e-03,  5.7562e-03]],\n",
      "\n",
      "         [[ 1.2131e-02,  5.7398e-03, -4.1544e-03,  ...,  8.9020e-03,\n",
      "            8.1183e-03, -2.3108e-02],\n",
      "          [-9.9712e-03,  1.3924e-02,  3.1488e-03,  ..., -3.8656e-03,\n",
      "            1.1912e-02,  1.2417e-03],\n",
      "          [ 2.2985e-03, -1.1346e-02, -3.6456e-03,  ...,  4.0270e-03,\n",
      "           -5.4865e-03, -2.4670e-02],\n",
      "          ...,\n",
      "          [-6.2265e-03,  4.0191e-03,  5.0348e-04,  ...,  3.0430e-03,\n",
      "            4.8640e-03, -5.1957e-03],\n",
      "          [-9.8057e-03, -1.4331e-02,  5.6046e-03,  ...,  1.9958e-02,\n",
      "           -3.3833e-04,  9.3509e-03],\n",
      "          [-2.3992e-02, -1.0950e-03,  9.8043e-03,  ..., -7.1629e-03,\n",
      "           -3.8095e-03, -1.8812e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-4.0536e-05,  4.8464e-03,  3.5343e-03,  ..., -1.0443e-02,\n",
      "            1.3212e-02,  3.2462e-03],\n",
      "          [ 6.4825e-03,  8.5940e-03, -7.3766e-03,  ..., -4.6735e-03,\n",
      "           -2.0653e-02, -5.3865e-04],\n",
      "          [ 2.4068e-05,  3.4674e-03, -7.5396e-03,  ...,  2.3476e-02,\n",
      "           -1.9910e-02, -8.6319e-03],\n",
      "          ...,\n",
      "          [-4.9438e-03, -4.3291e-03, -5.1144e-03,  ..., -1.0635e-02,\n",
      "           -3.4400e-03,  8.5259e-03],\n",
      "          [ 4.9982e-04,  4.4777e-04,  3.1571e-03,  ...,  7.3772e-03,\n",
      "            1.3437e-02, -3.5925e-03],\n",
      "          [ 6.6290e-03, -7.4773e-03,  1.3412e-02,  ..., -6.2969e-03,\n",
      "            3.6942e-03, -4.0675e-03]],\n",
      "\n",
      "         [[ 2.5219e-05, -1.0090e-04, -2.2248e-02,  ...,  2.6206e-03,\n",
      "           -6.4644e-03, -1.2788e-02],\n",
      "          [ 3.0446e-03,  1.3284e-02,  9.4217e-03,  ...,  7.0871e-03,\n",
      "            1.4469e-02, -1.1964e-03],\n",
      "          [ 2.6125e-03,  8.0275e-03, -4.1037e-03,  ..., -2.4429e-03,\n",
      "            1.5119e-03, -3.9956e-04],\n",
      "          ...,\n",
      "          [ 1.6853e-02,  2.4120e-02,  9.8097e-03,  ..., -7.7120e-04,\n",
      "            3.1243e-03, -4.7281e-03],\n",
      "          [ 1.2426e-02, -1.5232e-02, -1.6012e-02,  ..., -1.7334e-02,\n",
      "            9.9235e-03,  1.5537e-02],\n",
      "          [-4.0142e-03, -1.3488e-02, -1.5940e-02,  ...,  2.2512e-02,\n",
      "           -2.7097e-03, -1.4796e-03]],\n",
      "\n",
      "         [[-1.8622e-02,  4.7712e-03,  1.5848e-02,  ..., -3.2022e-04,\n",
      "            4.9557e-04, -1.6930e-03],\n",
      "          [-1.4130e-02, -4.0867e-03, -1.3411e-02,  ...,  1.0448e-02,\n",
      "           -6.2694e-03,  8.6150e-03],\n",
      "          [-9.4631e-03, -1.1485e-02, -6.5756e-03,  ...,  5.9748e-03,\n",
      "            2.7571e-03, -1.5083e-03],\n",
      "          ...,\n",
      "          [-9.3665e-03, -4.7233e-04, -1.5511e-02,  ..., -7.6376e-04,\n",
      "           -1.4542e-02, -4.8639e-03],\n",
      "          [ 1.2962e-02, -3.4527e-03, -6.9209e-03,  ...,  1.1174e-02,\n",
      "            4.9601e-03,  5.0739e-03],\n",
      "          [-1.7402e-02,  2.1476e-03,  1.1921e-02,  ..., -2.9914e-03,\n",
      "            1.2871e-02,  1.3151e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 1.1699e-03,  1.2545e-02, -2.0814e-03,  ...,  5.0098e-04,\n",
      "           -1.5947e-03,  8.8165e-03],\n",
      "          [-2.8891e-03,  8.7890e-03, -1.0797e-02,  ...,  7.2690e-03,\n",
      "            5.7030e-03,  7.6615e-03],\n",
      "          [ 8.7267e-03, -3.6441e-03, -5.9547e-03,  ..., -5.6884e-03,\n",
      "            1.0177e-03, -8.6728e-03],\n",
      "          ...,\n",
      "          [-1.8547e-02, -8.3897e-03,  1.3619e-02,  ...,  5.8443e-03,\n",
      "            1.1711e-02, -5.7443e-03],\n",
      "          [ 1.3100e-02, -7.2353e-03, -5.5867e-03,  ..., -7.0850e-03,\n",
      "           -6.5055e-03, -1.1435e-02],\n",
      "          [-1.7351e-03,  3.2250e-04,  7.7557e-03,  ..., -4.1844e-03,\n",
      "            2.5578e-03, -1.7231e-03]],\n",
      "\n",
      "         [[ 6.0144e-03,  1.2805e-02, -3.1200e-03,  ..., -4.6695e-03,\n",
      "           -8.1836e-03,  1.7548e-02],\n",
      "          [-7.4563e-03, -3.1202e-04, -6.4548e-03,  ...,  3.5500e-03,\n",
      "            9.6526e-03, -1.4534e-03],\n",
      "          [ 4.8210e-03,  3.4436e-03, -7.1159e-03,  ..., -5.1888e-03,\n",
      "           -7.5928e-03,  3.0643e-04],\n",
      "          ...,\n",
      "          [-2.5758e-03,  1.8134e-02, -1.2074e-02,  ...,  1.3161e-02,\n",
      "           -1.5237e-02, -4.6112e-03],\n",
      "          [-7.6820e-04,  4.8098e-03,  1.2088e-02,  ...,  1.6737e-02,\n",
      "           -6.0872e-03,  1.6933e-02],\n",
      "          [ 6.7338e-03,  2.3597e-02, -1.8429e-02,  ..., -1.7855e-03,\n",
      "            7.4358e-03, -2.9328e-03]],\n",
      "\n",
      "         [[-1.5734e-02, -1.0616e-02, -7.1709e-03,  ..., -3.8855e-03,\n",
      "           -4.2941e-03,  3.7507e-03],\n",
      "          [-1.1286e-02,  1.2466e-02, -1.0799e-02,  ..., -2.5223e-03,\n",
      "            2.3950e-03,  1.3645e-02],\n",
      "          [ 2.7883e-02,  5.8776e-03, -1.6985e-03,  ...,  1.5531e-03,\n",
      "           -7.7278e-03, -1.4882e-02],\n",
      "          ...,\n",
      "          [ 9.2310e-05,  1.0699e-02,  5.9470e-03,  ..., -9.9949e-04,\n",
      "           -8.6801e-03,  1.9449e-03],\n",
      "          [-7.7280e-03, -9.9413e-03,  1.0101e-03,  ..., -6.0149e-04,\n",
      "            2.8353e-03, -2.5834e-03],\n",
      "          [ 1.2467e-02,  3.2658e-03,  1.0784e-02,  ..., -8.5041e-03,\n",
      "           -1.7125e-02,  3.2115e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.7721e-04, -2.9009e-03, -5.2441e-03,  ..., -2.3660e-03,\n",
      "           -9.2492e-03,  9.3756e-03],\n",
      "          [-1.1689e-02, -5.8455e-04,  1.5674e-03,  ..., -1.0470e-02,\n",
      "            1.3168e-03,  8.0302e-03],\n",
      "          [-2.7030e-03, -5.8720e-03,  1.0544e-02,  ...,  2.1693e-02,\n",
      "           -1.1721e-02, -2.8250e-03],\n",
      "          ...,\n",
      "          [ 4.8487e-03, -5.3207e-03,  1.1466e-03,  ..., -7.1419e-03,\n",
      "           -2.1441e-03,  1.2090e-03],\n",
      "          [ 1.6998e-02, -8.5163e-03,  5.0246e-03,  ...,  3.1124e-03,\n",
      "           -1.6644e-02, -1.8694e-03],\n",
      "          [ 6.1795e-03, -9.6544e-04, -2.0639e-03,  ..., -1.1198e-02,\n",
      "            2.4449e-03, -6.1623e-03]],\n",
      "\n",
      "         [[-3.6103e-03, -1.2786e-02, -7.1860e-03,  ..., -1.4086e-02,\n",
      "            8.6098e-03, -9.1161e-03],\n",
      "          [ 5.4398e-03,  4.2481e-03, -4.4819e-03,  ..., -3.5851e-03,\n",
      "           -7.2233e-05,  1.0058e-02],\n",
      "          [-1.2547e-02,  1.0621e-02, -4.7092e-03,  ...,  1.3596e-02,\n",
      "           -3.3224e-04,  3.3779e-03],\n",
      "          ...,\n",
      "          [-2.9328e-03,  9.1813e-03,  2.6322e-03,  ...,  3.5800e-03,\n",
      "           -8.5213e-03,  1.1966e-02],\n",
      "          [ 6.0411e-04, -9.0535e-03,  1.2775e-02,  ..., -9.9357e-03,\n",
      "            3.2739e-03, -2.9579e-03],\n",
      "          [-7.2551e-03,  6.3548e-03, -1.6901e-04,  ...,  7.4804e-03,\n",
      "           -8.6459e-03, -6.0350e-03]],\n",
      "\n",
      "         [[-5.7151e-03, -5.2970e-03, -1.3515e-02,  ...,  2.7845e-02,\n",
      "           -1.7134e-03,  7.1210e-03],\n",
      "          [ 7.9322e-04, -6.7534e-03, -5.3370e-03,  ...,  7.7970e-03,\n",
      "           -1.3944e-02, -9.4031e-03],\n",
      "          [-6.7435e-03,  2.7951e-02, -9.9585e-03,  ..., -3.5387e-03,\n",
      "           -1.4624e-02, -9.7756e-03],\n",
      "          ...,\n",
      "          [ 6.3559e-04,  2.2168e-03,  3.1614e-03,  ..., -1.3439e-02,\n",
      "            5.2362e-03,  4.7897e-03],\n",
      "          [ 1.9334e-02,  1.1593e-02,  1.1353e-02,  ...,  1.3195e-03,\n",
      "           -3.4495e-03,  7.8805e-03],\n",
      "          [-9.1359e-03,  1.7070e-02, -3.7187e-03,  ...,  1.2946e-02,\n",
      "           -1.5924e-02,  1.5488e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 2.1595e-02, -6.1798e-04,  9.1979e-03,  ..., -1.8937e-02,\n",
      "            9.5370e-04, -4.9232e-03],\n",
      "          [-6.5279e-03,  1.6915e-02,  8.7779e-03,  ..., -1.8397e-02,\n",
      "           -1.2281e-02, -2.0470e-03],\n",
      "          [ 3.1824e-03, -9.6835e-03,  7.2813e-03,  ...,  2.1408e-03,\n",
      "           -1.0101e-02, -2.5476e-03],\n",
      "          ...,\n",
      "          [ 5.9749e-03,  8.5926e-03,  1.0031e-02,  ...,  9.7475e-03,\n",
      "           -1.5647e-02, -6.4815e-03],\n",
      "          [-3.7871e-03, -8.2983e-04,  6.3767e-03,  ...,  1.5414e-02,\n",
      "            1.7992e-02, -4.3017e-03],\n",
      "          [ 8.2126e-03,  2.4078e-03, -6.8445e-03,  ...,  4.9492e-03,\n",
      "            3.4256e-03,  1.5462e-02]],\n",
      "\n",
      "         [[-1.6567e-02, -1.1339e-02, -8.9753e-03,  ..., -3.1930e-04,\n",
      "            1.0597e-04,  2.5677e-03],\n",
      "          [ 4.3909e-03, -1.4337e-02, -7.9620e-03,  ...,  6.7388e-04,\n",
      "           -1.6526e-02,  1.7152e-02],\n",
      "          [ 1.9246e-04, -9.9624e-03, -1.0820e-02,  ..., -1.3155e-02,\n",
      "            1.4326e-02,  8.1019e-03],\n",
      "          ...,\n",
      "          [ 1.0630e-02,  2.4595e-02, -1.6082e-03,  ..., -1.0823e-02,\n",
      "            4.9522e-03,  5.2035e-03],\n",
      "          [-1.5026e-02, -3.5541e-03,  1.2179e-02,  ..., -6.0352e-04,\n",
      "            8.6708e-03,  1.2260e-02],\n",
      "          [-1.6179e-03, -7.8175e-03, -6.4001e-03,  ...,  2.1883e-02,\n",
      "            1.7164e-02, -2.9546e-03]],\n",
      "\n",
      "         [[ 4.3114e-03, -9.1082e-04,  9.5643e-04,  ..., -2.7781e-03,\n",
      "            1.3455e-02, -4.8602e-03],\n",
      "          [ 6.7126e-03,  1.5993e-02,  1.4495e-02,  ...,  1.6175e-03,\n",
      "            2.8616e-03,  8.8290e-03],\n",
      "          [-5.1040e-03, -4.1473e-03, -8.4268e-04,  ..., -1.0933e-02,\n",
      "            2.8947e-02,  8.2559e-03],\n",
      "          ...,\n",
      "          [ 4.4216e-03, -1.4515e-03, -9.1991e-03,  ...,  3.2575e-04,\n",
      "           -1.1196e-02, -1.3163e-03],\n",
      "          [ 4.9190e-03,  1.2710e-02,  7.6913e-03,  ...,  1.2671e-02,\n",
      "           -3.9736e-03,  8.1476e-03],\n",
      "          [-1.1501e-02,  1.7295e-02,  1.7873e-03,  ..., -9.2482e-03,\n",
      "           -1.2592e-03,  5.8206e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-4.9913e-04,  4.7485e-03, -1.4135e-03,  ...,  4.4037e-03,\n",
      "            1.0239e-02,  7.8625e-03],\n",
      "          [-1.3015e-02,  7.2767e-03,  8.0338e-03,  ..., -1.6942e-03,\n",
      "            2.8510e-03, -6.2917e-03],\n",
      "          [-8.2641e-03,  3.2222e-03,  6.1675e-03,  ..., -1.0223e-02,\n",
      "           -1.6534e-02, -1.2573e-03],\n",
      "          ...,\n",
      "          [ 7.9851e-03, -1.6822e-02,  5.4647e-03,  ...,  1.8253e-02,\n",
      "            1.3957e-02,  5.6335e-03],\n",
      "          [ 1.4128e-02, -2.7419e-03, -2.3610e-03,  ..., -1.0587e-02,\n",
      "           -2.0309e-03, -2.1715e-03],\n",
      "          [ 1.4998e-02, -2.9613e-03, -7.4367e-03,  ...,  6.7472e-03,\n",
      "            3.7465e-03,  8.9955e-03]],\n",
      "\n",
      "         [[-6.1802e-03,  1.0745e-02,  2.3620e-03,  ...,  6.6502e-03,\n",
      "           -3.1350e-03,  2.7413e-03],\n",
      "          [ 2.9051e-02, -4.8427e-03,  1.4836e-02,  ..., -1.3599e-02,\n",
      "            6.1371e-03, -1.0384e-02],\n",
      "          [ 1.1213e-02,  1.5927e-02,  2.5721e-03,  ..., -2.3907e-03,\n",
      "            7.2413e-03,  4.1165e-03],\n",
      "          ...,\n",
      "          [ 1.6522e-02,  5.3826e-03,  8.9114e-03,  ...,  1.0524e-02,\n",
      "            3.0516e-03, -9.6249e-03],\n",
      "          [-3.5445e-03, -1.1352e-02,  3.2508e-03,  ...,  2.9715e-02,\n",
      "           -2.2106e-02,  8.1733e-03],\n",
      "          [-6.7974e-05,  5.7021e-03,  1.6400e-02,  ..., -1.3039e-02,\n",
      "            1.1130e-02, -1.4655e-03]],\n",
      "\n",
      "         [[-1.5044e-02, -9.4479e-04, -9.4558e-04,  ...,  1.2110e-02,\n",
      "           -5.0509e-03,  2.4963e-02],\n",
      "          [ 3.7084e-03, -9.5037e-03,  3.1225e-04,  ..., -6.5225e-04,\n",
      "            2.9264e-02, -1.8652e-03],\n",
      "          [-1.8683e-03,  3.0056e-03, -3.9581e-03,  ...,  4.9496e-03,\n",
      "           -9.5478e-03,  3.0666e-03],\n",
      "          ...,\n",
      "          [-4.2878e-03,  9.9880e-03, -6.8715e-03,  ...,  9.1887e-03,\n",
      "            1.8682e-03,  4.5904e-04],\n",
      "          [ 2.0535e-03, -3.8432e-03,  7.2936e-03,  ..., -6.1938e-03,\n",
      "           -4.8957e-04,  1.8603e-02],\n",
      "          [-8.2264e-03,  1.6934e-02, -4.2777e-03,  ..., -6.3834e-05,\n",
      "           -1.5589e-03,  3.0707e-03]]],\n",
      "\n",
      "\n",
      "        [[[-6.0892e-03,  1.9789e-02, -6.7572e-03,  ...,  2.0690e-02,\n",
      "           -1.6923e-02, -1.7032e-02],\n",
      "          [ 8.6519e-03,  2.0090e-02,  1.5845e-02,  ...,  1.1274e-02,\n",
      "            2.2164e-03,  8.1895e-03],\n",
      "          [ 1.7733e-02,  5.9574e-03,  1.5540e-02,  ...,  2.9921e-03,\n",
      "           -5.9082e-03, -9.2811e-03],\n",
      "          ...,\n",
      "          [ 9.1962e-03,  1.9583e-02,  2.4089e-02,  ...,  1.6238e-02,\n",
      "           -8.8842e-03,  1.7006e-02],\n",
      "          [ 5.6696e-03,  2.0017e-02, -8.6779e-03,  ..., -5.5367e-03,\n",
      "           -8.8183e-04,  6.2571e-03],\n",
      "          [-1.3600e-02,  3.4927e-03,  5.1828e-03,  ..., -1.3148e-02,\n",
      "           -7.7385e-03,  1.9172e-02]],\n",
      "\n",
      "         [[-1.9130e-02,  9.7175e-03,  6.2593e-03,  ...,  4.0213e-03,\n",
      "            8.4700e-03,  3.8198e-03],\n",
      "          [-2.4016e-03, -3.8110e-03, -2.5923e-03,  ...,  2.1853e-03,\n",
      "            1.4999e-02, -5.6548e-03],\n",
      "          [ 7.0200e-04, -3.5371e-03, -3.0842e-04,  ..., -8.1867e-03,\n",
      "            9.4363e-03,  5.6946e-03],\n",
      "          ...,\n",
      "          [-2.5305e-02,  3.7102e-03,  1.4589e-02,  ...,  5.5906e-03,\n",
      "           -6.8352e-03, -1.4471e-02],\n",
      "          [-1.3328e-02,  5.7505e-03, -1.3070e-02,  ..., -5.0892e-03,\n",
      "            1.5610e-04, -6.9076e-03],\n",
      "          [-5.5556e-04, -4.5086e-03, -1.1969e-02,  ...,  7.2435e-04,\n",
      "            6.4977e-04,  4.1074e-03]],\n",
      "\n",
      "         [[-7.3616e-03, -2.8822e-03, -1.1541e-02,  ...,  2.0303e-02,\n",
      "           -1.3520e-02,  1.2667e-02],\n",
      "          [ 1.3352e-02,  2.9670e-03,  5.6155e-03,  ..., -4.4005e-03,\n",
      "            1.0813e-02,  1.4456e-03],\n",
      "          [-1.3194e-02,  1.5139e-02, -2.0867e-03,  ..., -2.0456e-02,\n",
      "           -1.5700e-02, -3.8457e-03],\n",
      "          ...,\n",
      "          [ 1.7373e-02,  4.3658e-03,  1.8640e-02,  ...,  5.7943e-03,\n",
      "           -6.5403e-04, -1.4373e-02],\n",
      "          [ 8.9334e-03, -1.3777e-02,  1.9255e-02,  ...,  5.9995e-04,\n",
      "            1.3493e-03,  3.4577e-03],\n",
      "          [ 1.4591e-02,  2.3678e-03,  7.2191e-03,  ...,  1.0396e-02,\n",
      "           -1.2160e-02,  2.8120e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-7.7880e-03, -8.5977e-03, -6.6522e-03,  ...,  2.3914e-02,\n",
      "            1.0772e-02,  1.1461e-02],\n",
      "          [-4.9177e-03,  1.7746e-02, -1.5441e-02,  ..., -6.8558e-04,\n",
      "            6.5819e-03,  7.5257e-03],\n",
      "          [-5.7383e-03, -9.8893e-03, -5.6710e-03,  ...,  1.1052e-02,\n",
      "           -4.0229e-03,  7.0162e-03],\n",
      "          ...,\n",
      "          [-1.6493e-02, -6.0288e-03,  2.7722e-03,  ...,  6.0842e-03,\n",
      "           -6.1053e-03, -9.0909e-03],\n",
      "          [-1.6853e-02, -9.2514e-03,  3.4355e-03,  ..., -2.2956e-05,\n",
      "            2.4827e-03, -5.0285e-03],\n",
      "          [-1.3891e-02, -4.9438e-03, -1.5333e-02,  ..., -7.9773e-03,\n",
      "            8.7046e-03,  1.1305e-04]],\n",
      "\n",
      "         [[ 3.0864e-03,  1.0892e-02, -9.1904e-03,  ...,  1.4333e-02,\n",
      "            7.0509e-03,  6.6560e-03],\n",
      "          [ 5.7991e-03,  1.5397e-02,  3.3797e-02,  ...,  2.3060e-03,\n",
      "           -8.1978e-04,  1.5519e-02],\n",
      "          [ 1.6193e-02,  3.0433e-02,  1.5697e-02,  ...,  2.0622e-03,\n",
      "            1.2749e-02,  4.9936e-03],\n",
      "          ...,\n",
      "          [ 2.4525e-02,  1.7416e-03, -6.4884e-04,  ...,  1.1869e-03,\n",
      "            5.1527e-03,  4.8521e-03],\n",
      "          [ 6.0895e-03,  9.4556e-03, -1.3689e-02,  ..., -6.5929e-03,\n",
      "            1.9350e-02,  2.3300e-02],\n",
      "          [-5.0541e-03,  1.2674e-02, -2.6121e-03,  ...,  2.6200e-04,\n",
      "            1.4565e-02,  1.0548e-02]],\n",
      "\n",
      "         [[-1.1835e-02, -1.1895e-03,  1.5116e-02,  ...,  5.2285e-03,\n",
      "            6.8703e-03, -2.8727e-03],\n",
      "          [ 1.0633e-03,  1.0305e-02,  1.2124e-02,  ...,  1.3643e-03,\n",
      "           -8.3378e-03,  7.4691e-03],\n",
      "          [ 4.6776e-03,  1.7989e-03, -5.9244e-03,  ..., -9.0120e-03,\n",
      "           -3.3356e-03, -8.2154e-03],\n",
      "          ...,\n",
      "          [ 4.8499e-04,  9.3222e-03,  7.8652e-03,  ..., -3.9242e-04,\n",
      "            9.6738e-04,  1.2262e-02],\n",
      "          [-9.1485e-03,  7.9241e-03,  3.9321e-03,  ...,  1.0476e-02,\n",
      "           -4.8319e-03,  1.0126e-02],\n",
      "          [ 2.0478e-03, -1.5270e-03,  1.6396e-02,  ...,  1.2642e-02,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            9.2967e-04, -1.7019e-02]]]])\n",
      "v.copy tensor([[[[ 1.5007e-03,  1.2792e-02, -1.4718e-02,  ...,  1.5639e-03,\n",
      "           -9.0807e-03, -9.6776e-03],\n",
      "          [ 2.4742e-03,  9.1482e-03, -1.6639e-02,  ...,  1.3247e-02,\n",
      "            2.7764e-03,  1.2289e-02],\n",
      "          [-6.1557e-03, -5.3795e-03, -4.9041e-04,  ...,  5.2277e-03,\n",
      "            5.3104e-03,  7.8757e-03],\n",
      "          ...,\n",
      "          [-1.3236e-02,  2.3119e-03,  2.9298e-03,  ...,  3.4940e-03,\n",
      "            8.1984e-03, -4.4600e-03],\n",
      "          [ 9.1628e-03, -4.7530e-03,  2.9210e-04,  ...,  1.5941e-02,\n",
      "            1.0115e-02, -4.0796e-03],\n",
      "          [-1.7690e-04, -1.0856e-02,  5.3933e-03,  ...,  9.8785e-03,\n",
      "            1.3882e-02, -7.8030e-03]],\n",
      "\n",
      "         [[-8.3404e-03, -4.7687e-03, -1.0976e-02,  ...,  3.0078e-03,\n",
      "           -9.0717e-03, -4.1816e-03],\n",
      "          [ 3.9392e-03, -1.9756e-03,  5.7596e-03,  ...,  5.7410e-03,\n",
      "            2.4161e-02,  4.2121e-05],\n",
      "          [ 2.6431e-02,  1.4469e-02, -1.9221e-02,  ...,  1.9338e-03,\n",
      "            4.1761e-03,  1.7786e-02],\n",
      "          ...,\n",
      "          [-1.4600e-02,  1.0808e-02, -3.2445e-03,  ...,  8.5473e-03,\n",
      "            9.5193e-03, -5.1745e-03],\n",
      "          [ 7.2452e-03,  1.1689e-02,  6.5224e-03,  ...,  7.9460e-03,\n",
      "           -1.6579e-02,  6.0867e-03],\n",
      "          [ 8.0141e-03,  9.4192e-03, -9.4951e-03,  ..., -1.1006e-02,\n",
      "            1.0125e-02,  1.1020e-02]],\n",
      "\n",
      "         [[ 1.0396e-02,  1.1390e-02,  1.3141e-02,  ..., -1.9593e-03,\n",
      "            1.2843e-02, -5.0518e-03],\n",
      "          [-7.8712e-03,  5.9660e-04, -1.7431e-02,  ...,  1.5160e-02,\n",
      "            1.0487e-02, -5.6979e-03],\n",
      "          [-8.0507e-03,  7.3489e-04, -1.7803e-02,  ...,  1.0095e-03,\n",
      "            6.8281e-03, -4.4618e-03],\n",
      "          ...,\n",
      "          [-9.0328e-03, -3.5021e-03, -4.2077e-03,  ...,  1.4194e-02,\n",
      "           -1.3636e-02,  1.4549e-02],\n",
      "          [-1.9833e-02,  1.5844e-03,  1.1257e-02,  ...,  1.7931e-02,\n",
      "           -5.7063e-04, -1.1422e-02],\n",
      "          [-3.0397e-03, -2.1779e-02, -4.9722e-03,  ..., -7.7021e-03,\n",
      "           -1.4666e-02,  8.5593e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.8411e-03, -1.2256e-03,  5.2524e-03,  ..., -8.6937e-03,\n",
      "           -2.3666e-03, -5.3863e-04],\n",
      "          [-1.8854e-02, -1.6834e-02,  5.0605e-03,  ..., -1.2124e-03,\n",
      "           -1.3854e-02, -1.4718e-02],\n",
      "          [-9.2990e-03,  2.8762e-03, -4.8669e-03,  ...,  3.0930e-03,\n",
      "            5.5834e-03, -2.3826e-02],\n",
      "          ...,\n",
      "          [ 1.7638e-02, -9.8281e-03,  9.8736e-03,  ..., -1.7263e-02,\n",
      "            2.5309e-02,  2.1726e-03],\n",
      "          [-1.0605e-02,  2.1661e-03,  1.1193e-02,  ..., -4.6705e-03,\n",
      "           -2.0106e-02, -5.1661e-03],\n",
      "          [ 1.7246e-03,  2.8388e-03, -9.3499e-03,  ..., -1.2513e-03,\n",
      "           -4.0634e-03, -5.7450e-04]],\n",
      "\n",
      "         [[ 5.1885e-03, -4.6255e-03,  7.7902e-03,  ...,  4.7936e-03,\n",
      "            1.6488e-02, -1.7234e-02],\n",
      "          [-9.1684e-04,  9.4022e-03, -6.5317e-03,  ...,  1.2119e-02,\n",
      "           -1.0794e-02,  2.0146e-03],\n",
      "          [-3.9585e-03,  9.0630e-03, -1.1114e-02,  ..., -1.4647e-02,\n",
      "            1.3534e-02, -6.4958e-03],\n",
      "          ...,\n",
      "          [ 6.5703e-03,  4.3985e-04, -7.2699e-03,  ..., -4.4634e-03,\n",
      "           -7.3248e-03,  3.2130e-03],\n",
      "          [-4.8597e-03,  4.3457e-03, -8.4875e-03,  ..., -3.5068e-03,\n",
      "           -8.4932e-03,  1.7542e-03],\n",
      "          [ 1.6330e-03, -1.4769e-02, -9.1314e-03,  ..., -1.2193e-02,\n",
      "           -2.2422e-03, -8.1913e-03]],\n",
      "\n",
      "         [[-5.1134e-03, -2.6763e-03, -4.2780e-03,  ..., -2.6949e-04,\n",
      "            4.2354e-03,  2.2585e-03],\n",
      "          [-8.4637e-03,  8.2673e-03,  2.0958e-03,  ...,  7.6877e-04,\n",
      "            4.4825e-04,  1.3583e-02],\n",
      "          [-7.3293e-03,  3.3462e-04,  5.3200e-03,  ..., -1.1712e-02,\n",
      "            8.8217e-03,  3.2359e-03],\n",
      "          ...,\n",
      "          [ 1.0757e-02, -8.2243e-03, -9.0818e-03,  ..., -1.4647e-03,\n",
      "           -4.1724e-03, -6.5462e-03],\n",
      "          [-3.7149e-04,  1.2922e-02,  1.1090e-02,  ..., -3.5847e-03,\n",
      "            2.7827e-03, -6.5462e-03],\n",
      "          [-9.6866e-03,  5.2762e-03, -1.0807e-02,  ...,  3.5581e-03,\n",
      "            3.7610e-03, -2.0549e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 4.5655e-03,  2.0580e-03, -8.3131e-03,  ...,  1.1851e-03,\n",
      "           -6.5287e-03, -8.0310e-03],\n",
      "          [-8.8148e-03, -7.5150e-04, -7.4673e-03,  ..., -1.0950e-02,\n",
      "           -4.4631e-03,  5.8237e-03],\n",
      "          [ 2.5474e-02, -1.1689e-03, -9.1894e-03,  ...,  6.4569e-03,\n",
      "           -7.1990e-03, -2.2947e-03],\n",
      "          ...,\n",
      "          [ 1.0903e-02, -7.5074e-03, -1.0058e-02,  ..., -1.5505e-02,\n",
      "            1.6729e-02,  9.4485e-04],\n",
      "          [ 2.2798e-03,  4.6092e-03, -8.8600e-05,  ...,  5.4244e-03,\n",
      "            1.3607e-02, -9.9318e-03],\n",
      "          [-6.5343e-04, -1.5045e-02,  1.0826e-02,  ..., -1.2687e-02,\n",
      "            1.1428e-02,  5.9281e-03]],\n",
      "\n",
      "         [[-1.1485e-02,  1.0352e-02,  1.0319e-02,  ...,  1.7377e-02,\n",
      "           -1.2114e-02,  2.7241e-03],\n",
      "          [ 4.8206e-03,  2.4901e-03,  1.6677e-02,  ..., -3.9259e-03,\n",
      "           -1.0198e-02, -1.4457e-02],\n",
      "          [-1.2870e-02, -2.1165e-03,  1.0533e-02,  ..., -9.2914e-04,\n",
      "            1.5952e-02, -4.5544e-03],\n",
      "          ...,\n",
      "          [ 2.2427e-03, -1.4236e-02, -7.1076e-03,  ..., -8.4478e-03,\n",
      "           -1.8191e-02,  7.1556e-03],\n",
      "          [-1.9507e-02,  1.3390e-02,  4.7860e-03,  ...,  1.9140e-02,\n",
      "           -1.1445e-02, -5.8113e-03],\n",
      "          [ 1.0419e-03, -3.0089e-03,  2.1594e-04,  ..., -8.5884e-03,\n",
      "            2.3341e-03, -7.0853e-04]],\n",
      "\n",
      "         [[ 1.7692e-02, -2.2805e-03, -1.0813e-03,  ..., -7.5851e-03,\n",
      "            3.6560e-04,  7.2079e-03],\n",
      "          [-1.9647e-03,  7.0174e-04,  2.8522e-03,  ..., -1.5211e-02,\n",
      "            2.1054e-03,  9.9367e-03],\n",
      "          [-6.5110e-03, -2.6541e-03,  1.5663e-03,  ..., -9.4240e-03,\n",
      "            5.5019e-03, -9.8302e-03],\n",
      "          ...,\n",
      "          [ 1.9021e-02, -7.4782e-03, -7.0991e-04,  ..., -4.0235e-03,\n",
      "            7.7715e-03, -3.4170e-04],\n",
      "          [-2.5465e-03, -7.7633e-03, -8.7961e-03,  ...,  9.2852e-03,\n",
      "           -1.0112e-02, -8.5078e-03],\n",
      "          [ 9.9362e-03,  4.2111e-03, -1.4791e-02,  ...,  4.2547e-03,\n",
      "           -1.4050e-02,  1.0406e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.9108e-03, -4.2708e-03,  7.6128e-03,  ..., -1.5358e-02,\n",
      "           -6.7286e-03,  1.1554e-02],\n",
      "          [-4.9615e-03,  1.1038e-02, -3.0734e-03,  ..., -2.2937e-03,\n",
      "           -9.4724e-03,  3.5366e-03],\n",
      "          [-1.4797e-02, -1.4159e-02,  4.7624e-03,  ...,  1.0145e-02,\n",
      "           -3.5813e-03, -1.6875e-02],\n",
      "          ...,\n",
      "          [-4.6362e-03,  4.1554e-03, -3.6425e-02,  ..., -1.5805e-03,\n",
      "            1.3421e-04, -1.4444e-04],\n",
      "          [ 1.2685e-03, -2.7945e-03, -2.4577e-02,  ..., -2.0918e-03,\n",
      "            5.1728e-03,  3.8047e-03],\n",
      "          [ 3.7891e-03,  1.2518e-02, -1.0153e-02,  ...,  3.8550e-03,\n",
      "           -7.5951e-03, -1.5395e-03]],\n",
      "\n",
      "         [[-7.4721e-03,  3.4370e-03,  1.1183e-02,  ..., -2.3870e-02,\n",
      "           -1.4191e-03, -3.9771e-03],\n",
      "          [-9.5096e-03,  5.1642e-03, -2.1115e-03,  ...,  2.5947e-02,\n",
      "            3.8011e-03,  1.3422e-04],\n",
      "          [ 2.6682e-03, -2.5330e-03, -1.6211e-03,  ...,  1.2361e-02,\n",
      "            6.4430e-04, -1.1071e-03],\n",
      "          ...,\n",
      "          [ 1.7314e-02,  1.4456e-02, -3.6070e-03,  ..., -3.5895e-03,\n",
      "            2.5151e-02,  9.9143e-03],\n",
      "          [-4.3279e-03,  7.1553e-03,  1.9228e-02,  ..., -4.9523e-04,\n",
      "            1.9478e-02,  7.3330e-03],\n",
      "          [ 1.2678e-02,  7.9020e-03,  1.0149e-02,  ...,  1.1205e-02,\n",
      "            5.4099e-03, -8.1168e-03]],\n",
      "\n",
      "         [[-1.0835e-02,  4.6215e-03, -2.2333e-03,  ..., -1.1970e-02,\n",
      "           -9.3977e-03,  7.8685e-03],\n",
      "          [ 1.0622e-02, -3.7059e-04, -6.2440e-03,  ...,  1.0519e-02,\n",
      "           -1.5165e-02, -3.3565e-03],\n",
      "          [ 5.4359e-03,  2.6711e-04,  1.1828e-02,  ...,  6.6655e-03,\n",
      "           -1.0307e-02,  4.0949e-03],\n",
      "          ...,\n",
      "          [ 5.1657e-03, -5.1913e-03,  7.3309e-04,  ..., -2.0872e-02,\n",
      "           -4.0580e-03,  1.6801e-02],\n",
      "          [ 2.4416e-02,  1.4446e-02,  2.2241e-04,  ..., -9.2175e-03,\n",
      "           -7.5994e-03, -1.1448e-02],\n",
      "          [ 5.2602e-03,  1.3900e-02,  4.6321e-04,  ...,  2.6045e-03,\n",
      "           -1.4426e-02, -4.9377e-03]]],\n",
      "\n",
      "\n",
      "        [[[-1.3327e-02,  5.1593e-03,  5.5809e-03,  ...,  9.9249e-03,\n",
      "           -1.3401e-03, -1.3071e-02],\n",
      "          [ 6.8292e-03, -1.1442e-02, -5.8005e-04,  ...,  1.3904e-02,\n",
      "           -6.4725e-03, -1.5639e-02],\n",
      "          [ 1.8913e-02,  7.1034e-03, -6.1670e-03,  ..., -1.3150e-02,\n",
      "            7.1393e-03,  8.0043e-03],\n",
      "          ...,\n",
      "          [-2.3299e-04,  8.6817e-03,  1.8643e-02,  ..., -1.1274e-02,\n",
      "           -5.1368e-03,  4.4966e-03],\n",
      "          [-2.3561e-03,  3.2122e-03, -1.0265e-03,  ..., -1.0179e-02,\n",
      "           -1.0424e-02,  1.4835e-02],\n",
      "          [-7.4336e-03,  4.9174e-03,  7.0120e-03,  ...,  1.3041e-02,\n",
      "            3.6370e-03,  1.8995e-03]],\n",
      "\n",
      "         [[-1.2351e-02, -1.1368e-02, -1.3264e-02,  ..., -1.3754e-02,\n",
      "           -4.9926e-03,  5.5850e-03],\n",
      "          [-6.7747e-03,  8.1698e-03, -4.0102e-03,  ..., -4.6541e-03,\n",
      "           -9.6348e-03,  1.7131e-03],\n",
      "          [-1.8647e-02, -1.0915e-02,  1.9794e-02,  ...,  1.0064e-03,\n",
      "           -3.3573e-03,  6.3817e-03],\n",
      "          ...,\n",
      "          [-1.1317e-03,  4.6771e-03, -2.3923e-02,  ...,  3.7483e-03,\n",
      "           -9.4232e-03,  6.5105e-03],\n",
      "          [ 1.3552e-03,  2.3303e-02, -1.6616e-02,  ...,  5.6618e-03,\n",
      "            1.2048e-02,  7.2219e-03],\n",
      "          [ 1.9293e-02,  9.2335e-03,  1.2403e-03,  ...,  2.2871e-02,\n",
      "            7.3291e-03,  5.7562e-03]],\n",
      "\n",
      "         [[ 1.2131e-02,  5.7398e-03, -4.1544e-03,  ...,  8.9020e-03,\n",
      "            8.1183e-03, -2.3108e-02],\n",
      "          [-9.9712e-03,  1.3924e-02,  3.1488e-03,  ..., -3.8656e-03,\n",
      "            1.1912e-02,  1.2417e-03],\n",
      "          [ 2.2985e-03, -1.1346e-02, -3.6456e-03,  ...,  4.0270e-03,\n",
      "           -5.4865e-03, -2.4670e-02],\n",
      "          ...,\n",
      "          [-6.2265e-03,  4.0191e-03,  5.0348e-04,  ...,  3.0430e-03,\n",
      "            4.8640e-03, -5.1957e-03],\n",
      "          [-9.8057e-03, -1.4331e-02,  5.6046e-03,  ...,  1.9958e-02,\n",
      "           -3.3833e-04,  9.3509e-03],\n",
      "          [-2.3992e-02, -1.0950e-03,  9.8043e-03,  ..., -7.1629e-03,\n",
      "           -3.8095e-03, -1.8812e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-4.0536e-05,  4.8464e-03,  3.5343e-03,  ..., -1.0443e-02,\n",
      "            1.3212e-02,  3.2462e-03],\n",
      "          [ 6.4825e-03,  8.5940e-03, -7.3766e-03,  ..., -4.6735e-03,\n",
      "           -2.0653e-02, -5.3865e-04],\n",
      "          [ 2.4068e-05,  3.4674e-03, -7.5396e-03,  ...,  2.3476e-02,\n",
      "           -1.9910e-02, -8.6319e-03],\n",
      "          ...,\n",
      "          [-4.9438e-03, -4.3291e-03, -5.1144e-03,  ..., -1.0635e-02,\n",
      "           -3.4400e-03,  8.5259e-03],\n",
      "          [ 4.9982e-04,  4.4777e-04,  3.1571e-03,  ...,  7.3772e-03,\n",
      "            1.3437e-02, -3.5925e-03],\n",
      "          [ 6.6290e-03, -7.4773e-03,  1.3412e-02,  ..., -6.2969e-03,\n",
      "            3.6942e-03, -4.0675e-03]],\n",
      "\n",
      "         [[ 2.5219e-05, -1.0090e-04, -2.2248e-02,  ...,  2.6206e-03,\n",
      "           -6.4644e-03, -1.2788e-02],\n",
      "          [ 3.0446e-03,  1.3284e-02,  9.4217e-03,  ...,  7.0871e-03,\n",
      "            1.4469e-02, -1.1964e-03],\n",
      "          [ 2.6125e-03,  8.0275e-03, -4.1037e-03,  ..., -2.4429e-03,\n",
      "            1.5119e-03, -3.9956e-04],\n",
      "          ...,\n",
      "          [ 1.6853e-02,  2.4120e-02,  9.8097e-03,  ..., -7.7120e-04,\n",
      "            3.1243e-03, -4.7281e-03],\n",
      "          [ 1.2426e-02, -1.5232e-02, -1.6012e-02,  ..., -1.7334e-02,\n",
      "            9.9235e-03,  1.5537e-02],\n",
      "          [-4.0142e-03, -1.3488e-02, -1.5940e-02,  ...,  2.2512e-02,\n",
      "           -2.7097e-03, -1.4796e-03]],\n",
      "\n",
      "         [[-1.8622e-02,  4.7712e-03,  1.5848e-02,  ..., -3.2022e-04,\n",
      "            4.9557e-04, -1.6930e-03],\n",
      "          [-1.4130e-02, -4.0867e-03, -1.3411e-02,  ...,  1.0448e-02,\n",
      "           -6.2694e-03,  8.6150e-03],\n",
      "          [-9.4631e-03, -1.1485e-02, -6.5756e-03,  ...,  5.9748e-03,\n",
      "            2.7571e-03, -1.5083e-03],\n",
      "          ...,\n",
      "          [-9.3665e-03, -4.7233e-04, -1.5511e-02,  ..., -7.6376e-04,\n",
      "           -1.4542e-02, -4.8639e-03],\n",
      "          [ 1.2962e-02, -3.4527e-03, -6.9209e-03,  ...,  1.1174e-02,\n",
      "            4.9601e-03,  5.0739e-03],\n",
      "          [-1.7402e-02,  2.1476e-03,  1.1921e-02,  ..., -2.9914e-03,\n",
      "            1.2871e-02,  1.3151e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 1.1699e-03,  1.2545e-02, -2.0814e-03,  ...,  5.0098e-04,\n",
      "           -1.5947e-03,  8.8165e-03],\n",
      "          [-2.8891e-03,  8.7890e-03, -1.0797e-02,  ...,  7.2690e-03,\n",
      "            5.7030e-03,  7.6615e-03],\n",
      "          [ 8.7267e-03, -3.6441e-03, -5.9547e-03,  ..., -5.6884e-03,\n",
      "            1.0177e-03, -8.6728e-03],\n",
      "          ...,\n",
      "          [-1.8547e-02, -8.3897e-03,  1.3619e-02,  ...,  5.8443e-03,\n",
      "            1.1711e-02, -5.7443e-03],\n",
      "          [ 1.3100e-02, -7.2353e-03, -5.5867e-03,  ..., -7.0850e-03,\n",
      "           -6.5055e-03, -1.1435e-02],\n",
      "          [-1.7351e-03,  3.2250e-04,  7.7557e-03,  ..., -4.1844e-03,\n",
      "            2.5578e-03, -1.7231e-03]],\n",
      "\n",
      "         [[ 6.0144e-03,  1.2805e-02, -3.1200e-03,  ..., -4.6695e-03,\n",
      "           -8.1836e-03,  1.7548e-02],\n",
      "          [-7.4563e-03, -3.1202e-04, -6.4548e-03,  ...,  3.5500e-03,\n",
      "            9.6526e-03, -1.4534e-03],\n",
      "          [ 4.8210e-03,  3.4436e-03, -7.1159e-03,  ..., -5.1888e-03,\n",
      "           -7.5928e-03,  3.0643e-04],\n",
      "          ...,\n",
      "          [-2.5758e-03,  1.8134e-02, -1.2074e-02,  ...,  1.3161e-02,\n",
      "           -1.5237e-02, -4.6112e-03],\n",
      "          [-7.6820e-04,  4.8098e-03,  1.2088e-02,  ...,  1.6737e-02,\n",
      "           -6.0872e-03,  1.6933e-02],\n",
      "          [ 6.7338e-03,  2.3597e-02, -1.8429e-02,  ..., -1.7855e-03,\n",
      "            7.4358e-03, -2.9328e-03]],\n",
      "\n",
      "         [[-1.5734e-02, -1.0616e-02, -7.1709e-03,  ..., -3.8855e-03,\n",
      "           -4.2941e-03,  3.7507e-03],\n",
      "          [-1.1286e-02,  1.2466e-02, -1.0799e-02,  ..., -2.5223e-03,\n",
      "            2.3950e-03,  1.3645e-02],\n",
      "          [ 2.7883e-02,  5.8776e-03, -1.6985e-03,  ...,  1.5531e-03,\n",
      "           -7.7278e-03, -1.4882e-02],\n",
      "          ...,\n",
      "          [ 9.2310e-05,  1.0699e-02,  5.9470e-03,  ..., -9.9949e-04,\n",
      "           -8.6801e-03,  1.9449e-03],\n",
      "          [-7.7280e-03, -9.9413e-03,  1.0101e-03,  ..., -6.0149e-04,\n",
      "            2.8353e-03, -2.5834e-03],\n",
      "          [ 1.2467e-02,  3.2658e-03,  1.0784e-02,  ..., -8.5041e-03,\n",
      "           -1.7125e-02,  3.2115e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.7721e-04, -2.9009e-03, -5.2441e-03,  ..., -2.3660e-03,\n",
      "           -9.2492e-03,  9.3756e-03],\n",
      "          [-1.1689e-02, -5.8455e-04,  1.5674e-03,  ..., -1.0470e-02,\n",
      "            1.3168e-03,  8.0302e-03],\n",
      "          [-2.7030e-03, -5.8720e-03,  1.0544e-02,  ...,  2.1693e-02,\n",
      "           -1.1721e-02, -2.8250e-03],\n",
      "          ...,\n",
      "          [ 4.8487e-03, -5.3207e-03,  1.1466e-03,  ..., -7.1419e-03,\n",
      "           -2.1441e-03,  1.2090e-03],\n",
      "          [ 1.6998e-02, -8.5163e-03,  5.0246e-03,  ...,  3.1124e-03,\n",
      "           -1.6644e-02, -1.8694e-03],\n",
      "          [ 6.1795e-03, -9.6544e-04, -2.0639e-03,  ..., -1.1198e-02,\n",
      "            2.4449e-03, -6.1623e-03]],\n",
      "\n",
      "         [[-3.6103e-03, -1.2786e-02, -7.1860e-03,  ..., -1.4086e-02,\n",
      "            8.6098e-03, -9.1161e-03],\n",
      "          [ 5.4398e-03,  4.2481e-03, -4.4819e-03,  ..., -3.5851e-03,\n",
      "           -7.2233e-05,  1.0058e-02],\n",
      "          [-1.2547e-02,  1.0621e-02, -4.7092e-03,  ...,  1.3596e-02,\n",
      "           -3.3224e-04,  3.3779e-03],\n",
      "          ...,\n",
      "          [-2.9328e-03,  9.1813e-03,  2.6322e-03,  ...,  3.5800e-03,\n",
      "           -8.5213e-03,  1.1966e-02],\n",
      "          [ 6.0411e-04, -9.0535e-03,  1.2775e-02,  ..., -9.9357e-03,\n",
      "            3.2739e-03, -2.9579e-03],\n",
      "          [-7.2551e-03,  6.3548e-03, -1.6901e-04,  ...,  7.4804e-03,\n",
      "           -8.6459e-03, -6.0350e-03]],\n",
      "\n",
      "         [[-5.7151e-03, -5.2970e-03, -1.3515e-02,  ...,  2.7845e-02,\n",
      "           -1.7134e-03,  7.1210e-03],\n",
      "          [ 7.9322e-04, -6.7534e-03, -5.3370e-03,  ...,  7.7970e-03,\n",
      "           -1.3944e-02, -9.4031e-03],\n",
      "          [-6.7435e-03,  2.7951e-02, -9.9585e-03,  ..., -3.5387e-03,\n",
      "           -1.4624e-02, -9.7756e-03],\n",
      "          ...,\n",
      "          [ 6.3559e-04,  2.2168e-03,  3.1614e-03,  ..., -1.3439e-02,\n",
      "            5.2362e-03,  4.7897e-03],\n",
      "          [ 1.9334e-02,  1.1593e-02,  1.1353e-02,  ...,  1.3195e-03,\n",
      "           -3.4495e-03,  7.8805e-03],\n",
      "          [-9.1359e-03,  1.7070e-02, -3.7187e-03,  ...,  1.2946e-02,\n",
      "           -1.5924e-02,  1.5488e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 2.1595e-02, -6.1798e-04,  9.1979e-03,  ..., -1.8937e-02,\n",
      "            9.5370e-04, -4.9232e-03],\n",
      "          [-6.5279e-03,  1.6915e-02,  8.7779e-03,  ..., -1.8397e-02,\n",
      "           -1.2281e-02, -2.0470e-03],\n",
      "          [ 3.1824e-03, -9.6835e-03,  7.2813e-03,  ...,  2.1408e-03,\n",
      "           -1.0101e-02, -2.5476e-03],\n",
      "          ...,\n",
      "          [ 5.9749e-03,  8.5926e-03,  1.0031e-02,  ...,  9.7475e-03,\n",
      "           -1.5647e-02, -6.4815e-03],\n",
      "          [-3.7871e-03, -8.2983e-04,  6.3767e-03,  ...,  1.5414e-02,\n",
      "            1.7992e-02, -4.3017e-03],\n",
      "          [ 8.2126e-03,  2.4078e-03, -6.8445e-03,  ...,  4.9492e-03,\n",
      "            3.4256e-03,  1.5462e-02]],\n",
      "\n",
      "         [[-1.6567e-02, -1.1339e-02, -8.9753e-03,  ..., -3.1930e-04,\n",
      "            1.0597e-04,  2.5677e-03],\n",
      "          [ 4.3909e-03, -1.4337e-02, -7.9620e-03,  ...,  6.7388e-04,\n",
      "           -1.6526e-02,  1.7152e-02],\n",
      "          [ 1.9246e-04, -9.9624e-03, -1.0820e-02,  ..., -1.3155e-02,\n",
      "            1.4326e-02,  8.1019e-03],\n",
      "          ...,\n",
      "          [ 1.0630e-02,  2.4595e-02, -1.6082e-03,  ..., -1.0823e-02,\n",
      "            4.9522e-03,  5.2035e-03],\n",
      "          [-1.5026e-02, -3.5541e-03,  1.2179e-02,  ..., -6.0352e-04,\n",
      "            8.6708e-03,  1.2260e-02],\n",
      "          [-1.6179e-03, -7.8175e-03, -6.4001e-03,  ...,  2.1883e-02,\n",
      "            1.7164e-02, -2.9546e-03]],\n",
      "\n",
      "         [[ 4.3114e-03, -9.1082e-04,  9.5643e-04,  ..., -2.7781e-03,\n",
      "            1.3455e-02, -4.8602e-03],\n",
      "          [ 6.7126e-03,  1.5993e-02,  1.4495e-02,  ...,  1.6175e-03,\n",
      "            2.8616e-03,  8.8290e-03],\n",
      "          [-5.1040e-03, -4.1473e-03, -8.4268e-04,  ..., -1.0933e-02,\n",
      "            2.8947e-02,  8.2559e-03],\n",
      "          ...,\n",
      "          [ 4.4216e-03, -1.4515e-03, -9.1991e-03,  ...,  3.2575e-04,\n",
      "           -1.1196e-02, -1.3163e-03],\n",
      "          [ 4.9190e-03,  1.2710e-02,  7.6913e-03,  ...,  1.2671e-02,\n",
      "           -3.9736e-03,  8.1476e-03],\n",
      "          [-1.1501e-02,  1.7295e-02,  1.7873e-03,  ..., -9.2482e-03,\n",
      "           -1.2592e-03,  5.8206e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-4.9913e-04,  4.7485e-03, -1.4135e-03,  ...,  4.4037e-03,\n",
      "            1.0239e-02,  7.8625e-03],\n",
      "          [-1.3015e-02,  7.2767e-03,  8.0338e-03,  ..., -1.6942e-03,\n",
      "            2.8510e-03, -6.2917e-03],\n",
      "          [-8.2641e-03,  3.2222e-03,  6.1675e-03,  ..., -1.0223e-02,\n",
      "           -1.6534e-02, -1.2573e-03],\n",
      "          ...,\n",
      "          [ 7.9851e-03, -1.6822e-02,  5.4647e-03,  ...,  1.8253e-02,\n",
      "            1.3957e-02,  5.6335e-03],\n",
      "          [ 1.4128e-02, -2.7419e-03, -2.3610e-03,  ..., -1.0587e-02,\n",
      "           -2.0309e-03, -2.1715e-03],\n",
      "          [ 1.4998e-02, -2.9613e-03, -7.4367e-03,  ...,  6.7472e-03,\n",
      "            3.7465e-03,  8.9955e-03]],\n",
      "\n",
      "         [[-6.1802e-03,  1.0745e-02,  2.3620e-03,  ...,  6.6502e-03,\n",
      "           -3.1350e-03,  2.7413e-03],\n",
      "          [ 2.9051e-02, -4.8427e-03,  1.4836e-02,  ..., -1.3599e-02,\n",
      "            6.1371e-03, -1.0384e-02],\n",
      "          [ 1.1213e-02,  1.5927e-02,  2.5721e-03,  ..., -2.3907e-03,\n",
      "            7.2413e-03,  4.1165e-03],\n",
      "          ...,\n",
      "          [ 1.6522e-02,  5.3826e-03,  8.9114e-03,  ...,  1.0524e-02,\n",
      "            3.0516e-03, -9.6249e-03],\n",
      "          [-3.5445e-03, -1.1352e-02,  3.2508e-03,  ...,  2.9715e-02,\n",
      "           -2.2106e-02,  8.1733e-03],\n",
      "          [-6.7974e-05,  5.7021e-03,  1.6400e-02,  ..., -1.3039e-02,\n",
      "            1.1130e-02, -1.4655e-03]],\n",
      "\n",
      "         [[-1.5044e-02, -9.4479e-04, -9.4558e-04,  ...,  1.2110e-02,\n",
      "           -5.0509e-03,  2.4963e-02],\n",
      "          [ 3.7084e-03, -9.5037e-03,  3.1225e-04,  ..., -6.5225e-04,\n",
      "            2.9264e-02, -1.8652e-03],\n",
      "          [-1.8683e-03,  3.0056e-03, -3.9581e-03,  ...,  4.9496e-03,\n",
      "           -9.5478e-03,  3.0666e-03],\n",
      "          ...,\n",
      "          [-4.2878e-03,  9.9880e-03, -6.8715e-03,  ...,  9.1887e-03,\n",
      "            1.8682e-03,  4.5904e-04],\n",
      "          [ 2.0535e-03, -3.8432e-03,  7.2936e-03,  ..., -6.1938e-03,\n",
      "           -4.8957e-04,  1.8603e-02],\n",
      "          [-8.2264e-03,  1.6934e-02, -4.2777e-03,  ..., -6.3834e-05,\n",
      "           -1.5589e-03,  3.0707e-03]]],\n",
      "\n",
      "\n",
      "        [[[-6.0892e-03,  1.9789e-02, -6.7572e-03,  ...,  2.0690e-02,\n",
      "           -1.6923e-02, -1.7032e-02],\n",
      "          [ 8.6519e-03,  2.0090e-02,  1.5845e-02,  ...,  1.1274e-02,\n",
      "            2.2164e-03,  8.1895e-03],\n",
      "          [ 1.7733e-02,  5.9574e-03,  1.5540e-02,  ...,  2.9921e-03,\n",
      "           -5.9082e-03, -9.2811e-03],\n",
      "          ...,\n",
      "          [ 9.1962e-03,  1.9583e-02,  2.4089e-02,  ...,  1.6238e-02,\n",
      "           -8.8842e-03,  1.7006e-02],\n",
      "          [ 5.6696e-03,  2.0017e-02, -8.6779e-03,  ..., -5.5367e-03,\n",
      "           -8.8183e-04,  6.2571e-03],\n",
      "          [-1.3600e-02,  3.4927e-03,  5.1828e-03,  ..., -1.3148e-02,\n",
      "           -7.7385e-03,  1.9172e-02]],\n",
      "\n",
      "         [[-1.9130e-02,  9.7175e-03,  6.2593e-03,  ...,  4.0213e-03,\n",
      "            8.4700e-03,  3.8198e-03],\n",
      "          [-2.4016e-03, -3.8110e-03, -2.5923e-03,  ...,  2.1853e-03,\n",
      "            1.4999e-02, -5.6548e-03],\n",
      "          [ 7.0200e-04, -3.5371e-03, -3.0842e-04,  ..., -8.1867e-03,\n",
      "            9.4363e-03,  5.6946e-03],\n",
      "          ...,\n",
      "          [-2.5305e-02,  3.7102e-03,  1.4589e-02,  ...,  5.5906e-03,\n",
      "           -6.8352e-03, -1.4471e-02],\n",
      "          [-1.3328e-02,  5.7505e-03, -1.3070e-02,  ..., -5.0892e-03,\n",
      "            1.5610e-04, -6.9076e-03],\n",
      "          [-5.5556e-04, -4.5086e-03, -1.1969e-02,  ...,  7.2435e-04,\n",
      "            6.4977e-04,  4.1074e-03]],\n",
      "\n",
      "         [[-7.3616e-03, -2.8822e-03, -1.1541e-02,  ...,  2.0303e-02,\n",
      "           -1.3520e-02,  1.2667e-02],\n",
      "          [ 1.3352e-02,  2.9670e-03,  5.6155e-03,  ..., -4.4005e-03,\n",
      "            1.0813e-02,  1.4456e-03],\n",
      "          [-1.3194e-02,  1.5139e-02, -2.0867e-03,  ..., -2.0456e-02,\n",
      "           -1.5700e-02, -3.8457e-03],\n",
      "          ...,\n",
      "          [ 1.7373e-02,  4.3658e-03,  1.8640e-02,  ...,  5.7943e-03,\n",
      "           -6.5403e-04, -1.4373e-02],\n",
      "          [ 8.9334e-03, -1.3777e-02,  1.9255e-02,  ...,  5.9995e-04,\n",
      "            1.3493e-03,  3.4577e-03],\n",
      "          [ 1.4591e-02,  2.3678e-03,  7.2191e-03,  ...,  1.0396e-02,\n",
      "           -1.2160e-02,  2.8120e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-7.7880e-03, -8.5977e-03, -6.6522e-03,  ...,  2.3914e-02,\n",
      "            1.0772e-02,  1.1461e-02],\n",
      "          [-4.9177e-03,  1.7746e-02, -1.5441e-02,  ..., -6.8558e-04,\n",
      "            6.5819e-03,  7.5257e-03],\n",
      "          [-5.7383e-03, -9.8893e-03, -5.6710e-03,  ...,  1.1052e-02,\n",
      "           -4.0229e-03,  7.0162e-03],\n",
      "          ...,\n",
      "          [-1.6493e-02, -6.0288e-03,  2.7722e-03,  ...,  6.0842e-03,\n",
      "           -6.1053e-03, -9.0909e-03],\n",
      "          [-1.6853e-02, -9.2514e-03,  3.4355e-03,  ..., -2.2956e-05,\n",
      "            2.4827e-03, -5.0285e-03],\n",
      "          [-1.3891e-02, -4.9438e-03, -1.5333e-02,  ..., -7.9773e-03,\n",
      "            8.7046e-03,  1.1305e-04]],\n",
      "\n",
      "         [[ 3.0864e-03,  1.0892e-02, -9.1904e-03,  ...,  1.4333e-02,\n",
      "            7.0509e-03,  6.6560e-03],\n",
      "          [ 5.7991e-03,  1.5397e-02,  3.3797e-02,  ...,  2.3060e-03,\n",
      "           -8.1978e-04,  1.5519e-02],\n",
      "          [ 1.6193e-02,  3.0433e-02,  1.5697e-02,  ...,  2.0622e-03,\n",
      "            1.2749e-02,  4.9936e-03],\n",
      "          ...,\n",
      "          [ 2.4525e-02,  1.7416e-03, -6.4884e-04,  ...,  1.1869e-03,\n",
      "            5.1527e-03,  4.8521e-03],\n",
      "          [ 6.0895e-03,  9.4556e-03, -1.3689e-02,  ..., -6.5929e-03,\n",
      "            1.9350e-02,  2.3300e-02],\n",
      "          [-5.0541e-03,  1.2674e-02, -2.6121e-03,  ...,  2.6200e-04,\n",
      "            1.4565e-02,  1.0548e-02]],\n",
      "\n",
      "         [[-1.1835e-02, -1.1895e-03,  1.5116e-02,  ...,  5.2285e-03,\n",
      "            6.8703e-03, -2.8727e-03],\n",
      "          [ 1.0633e-03,  1.0305e-02,  1.2124e-02,  ...,  1.3643e-03,\n",
      "           -8.3378e-03,  7.4691e-03],\n",
      "          [ 4.6776e-03,  1.7989e-03, -5.9244e-03,  ..., -9.0120e-03,\n",
      "           -3.3356e-03, -8.2154e-03],\n",
      "          ...,\n",
      "          [ 4.8499e-04,  9.3222e-03,  7.8652e-03,  ..., -3.9242e-04,\n",
      "            9.6738e-04,  1.2262e-02],\n",
      "          [-9.1485e-03,  7.9241e-03,  3.9321e-03,  ...,  1.0476e-02,\n",
      "           -4.8319e-03,  1.0126e-02],\n",
      "          [ 2.0478e-03, -1.5270e-03,  1.6396e-02,  ...,  1.2642e-02,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            9.2967e-04, -1.7019e-02]]]])\n",
      "k CCN.hl_prior_1.5.conv.bias\n",
      "v tensor([ 0.0239,  0.0136, -0.0048, -0.0259, -0.0047, -0.0113, -0.0260,  0.0282])\n",
      "param tensor([-0.0157,  0.0141,  0.0078,  0.0283,  0.0232, -0.0017,  0.0158,  0.0261])\n",
      "v.copy tensor([-0.0157,  0.0141,  0.0078,  0.0283,  0.0232, -0.0017,  0.0158,  0.0261])\n",
      "k CCN.hl_prior_1.5.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2493])\n",
      "v.copy tensor([0.2493])\n",
      "k CCN.hl_prior_2.1.conv.weight\n",
      "v tensor([[[[ 0.1427]],\n",
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      "v.copy tensor([-0.0495, -0.0302,  0.0923,  0.0740])\n",
      "k CCN.hl_prior_2.1.relu.weight\n",
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      "k CCN.hl_prior_fc1.fc.bias\n",
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      "        -6.6361e-03,  7.3721e-03, -2.0171e-03,  1.4926e-02, -1.4883e-02,\n",
      "        -6.9447e-03, -2.3318e-03,  1.1619e-02, -3.0240e-03,  1.4154e-02,\n",
      "        -3.3312e-03, -8.7877e-03, -7.1460e-04,  1.4408e-02,  7.2886e-03,\n",
      "         5.8267e-03, -9.0146e-03,  2.9844e-03, -1.0826e-02,  4.5143e-03,\n",
      "        -9.6094e-03,  1.5266e-02, -1.0281e-02, -1.1780e-02, -2.1756e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "         5.2836e-03,  1.2995e-02])\n",
      "param tensor([-1.7898e-02, -9.5865e-03,  4.1925e-02,  8.9114e-03,  6.5528e-03,\n",
      "         1.5655e-03,  9.4916e-03, -8.4989e-03, -8.8413e-03,  2.2834e-02,\n",
      "         1.8374e-02, -1.6301e-03, -1.6023e-02,  1.7556e-02, -1.8426e-02,\n",
      "         4.0727e-02,  1.7827e-02,  2.6956e-02, -1.1065e-02,  4.5592e-02,\n",
      "         5.4133e-03,  2.5708e-02, -3.8081e-03, -1.3744e-02, -9.6735e-03,\n",
      "        -1.4075e-02, -1.0279e-02, -8.6528e-03,  3.7354e-03,  2.3970e-02,\n",
      "         2.7489e-02, -1.8985e-02, -1.9669e-03,  1.9554e-02, -3.0571e-03,\n",
      "         2.2701e-02, -7.6550e-03,  1.1064e-02,  2.0885e-02, -1.0651e-03,\n",
      "        -1.4416e-02, -1.5026e-03, -3.5027e-03,  2.7713e-02,  1.6965e-02,\n",
      "         2.5045e-02,  1.3317e-03,  5.2301e-03,  2.1485e-02, -8.0427e-04,\n",
      "        -5.4190e-03,  2.1754e-02, -5.7168e-03, -4.3866e-03,  2.8546e-02,\n",
      "        -4.5895e-03,  2.1776e-02, -3.6672e-03,  3.0817e-02, -4.6715e-03,\n",
      "        -2.2590e-02, -1.6869e-02, -1.0116e-02,  1.8398e-02,  3.8862e-02,\n",
      "         3.1984e-02,  4.9626e-04, -1.6858e-02,  1.2363e-02, -7.6743e-03,\n",
      "        -8.5128e-04, -5.7180e-03,  1.7823e-02, -1.2067e-02,  1.0088e-02,\n",
      "         1.8636e-02, -2.3132e-03,  3.8263e-02, -1.1898e-02,  4.2713e-03,\n",
      "        -1.4257e-02,  2.7094e-02,  2.1653e-02,  1.7824e-02, -1.2784e-02,\n",
      "         6.2196e-03, -1.4560e-03, -1.4347e-03, -2.1182e-02, -4.6935e-03,\n",
      "         8.2183e-04, -1.5922e-02, -1.2864e-02,  2.4250e-02, -2.1568e-02,\n",
      "        -4.5793e-03,  9.2327e-04,  1.0160e-02,  4.5173e-02, -1.5688e-02,\n",
      "         9.1915e-03, -7.7705e-03,  4.9751e-03, -1.1284e-02, -1.4555e-03,\n",
      "         7.9383e-03, -2.7103e-03,  1.0336e-03, -1.1950e-02,  1.8535e-02,\n",
      "         3.2321e-02, -4.8683e-03,  1.4916e-02,  2.4224e-02, -8.0861e-03,\n",
      "         1.1142e-02, -5.9947e-03,  8.4554e-03,  2.6158e-02,  4.4259e-02,\n",
      "        -1.0910e-03,  1.1220e-03,  1.1643e-02, -1.3396e-02, -6.2760e-03,\n",
      "         1.2314e-03, -6.3464e-04, -1.2120e-02,  2.7794e-02,  1.6731e-05,\n",
      "         2.0311e-02,  4.6008e-02, -5.3436e-03,  2.6312e-02,  2.7924e-02,\n",
      "        -9.8881e-05, -6.0837e-03, -1.3455e-02, -2.4528e-03,  2.4349e-02,\n",
      "         4.1165e-02,  2.9918e-03, -1.3298e-02,  2.4489e-02, -7.8465e-03,\n",
      "         1.9126e-02, -1.1687e-02,  7.3162e-03,  2.7512e-02, -2.1682e-02,\n",
      "         2.2870e-03,  1.6702e-02, -9.0534e-03,  2.7133e-02,  2.6140e-04,\n",
      "        -7.9960e-03, -7.3079e-03, -1.7884e-02, -4.8360e-03,  6.8853e-03,\n",
      "        -8.2789e-03, -1.4888e-02,  1.4244e-02,  3.7055e-02,  2.1752e-02,\n",
      "         2.3688e-02, -2.7242e-03,  2.5023e-02,  1.3676e-02, -1.2570e-02,\n",
      "         2.9308e-03,  3.0561e-02,  9.3981e-03,  1.7318e-02,  3.8978e-02,\n",
      "        -4.9634e-03, -6.0325e-03, -4.4512e-03, -6.0069e-03, -5.0203e-03,\n",
      "        -7.4138e-03,  4.2727e-02,  2.1675e-03, -1.6368e-02, -6.6638e-03,\n",
      "        -8.1611e-03, -3.0659e-03, -1.2971e-02, -1.2380e-02, -6.9449e-03,\n",
      "         1.8106e-02,  2.1553e-02,  1.5335e-02, -1.0520e-02,  1.4922e-02,\n",
      "        -1.2652e-03, -7.0999e-03,  4.4052e-03, -7.6797e-03, -5.8201e-03,\n",
      "         8.2660e-04,  1.8084e-02,  2.2449e-03,  4.3766e-02, -4.8874e-03,\n",
      "        -1.2484e-02,  1.8082e-02, -1.3599e-02,  1.5427e-02, -1.7338e-02,\n",
      "         2.2855e-02,  3.4935e-03, -1.1121e-02,  1.8817e-02,  1.6030e-02,\n",
      "         2.4298e-03, -1.7504e-02,  2.4178e-02,  3.7191e-03, -1.6778e-02,\n",
      "        -1.4923e-02,  1.9579e-02,  1.2219e-02,  2.2011e-02, -7.0540e-03,\n",
      "         3.0468e-04, -9.0021e-04, -5.9106e-03, -1.0671e-02,  2.5571e-03,\n",
      "        -9.9410e-03, -1.6203e-02, -1.6446e-02,  1.5150e-02,  2.0651e-03,\n",
      "        -1.0336e-02, -7.6920e-03,  1.8833e-02,  7.3756e-03, -1.8079e-02,\n",
      "         2.9534e-02, -9.8870e-03, -1.3582e-02, -6.0395e-03,  2.6151e-02,\n",
      "         2.1390e-04,  6.7200e-04, -4.8974e-03,  1.0980e-02,  1.2345e-02,\n",
      "         4.3856e-02,  2.4510e-02,  1.6705e-02,  2.0374e-02,  1.6722e-03,\n",
      "         2.0530e-02, -6.8809e-06, -4.1137e-03, -1.6433e-03, -1.0204e-02,\n",
      "        -1.9693e-02, -9.2661e-03,  3.4169e-02, -9.9294e-03,  2.6258e-02,\n",
      "         9.4218e-03, -8.7491e-03, -1.0102e-02, -8.3582e-03, -1.0647e-02,\n",
      "         5.7310e-03, -9.7026e-03,  3.1307e-02, -1.1926e-02, -1.5102e-02,\n",
      "        -1.1463e-02,  3.3816e-02,  4.0675e-02, -1.6073e-03, -1.1678e-02,\n",
      "         5.7644e-03, -1.3639e-02,  3.7060e-02, -1.3863e-02, -1.3013e-03,\n",
      "         7.0725e-03,  1.4891e-04,  3.0565e-03,  1.5927e-05,  4.3185e-04,\n",
      "         3.8097e-02,  5.9304e-03,  2.6405e-02, -1.1632e-02,  1.3614e-02,\n",
      "         5.3760e-03,  1.4627e-02, -1.1431e-02, -1.1805e-02, -5.7988e-03,\n",
      "         3.0427e-02,  4.5404e-03,  4.2667e-03,  2.5988e-02, -9.4253e-03,\n",
      "         1.6356e-02, -7.6039e-04,  2.1298e-02, -3.1858e-03,  2.8040e-02,\n",
      "         3.6769e-02, -5.6830e-03,  2.3296e-02, -8.5119e-03,  2.2483e-02,\n",
      "         3.3547e-02, -1.9326e-02,  2.2201e-02,  4.0896e-02,  3.0284e-02,\n",
      "         2.2129e-02,  2.3228e-02,  2.0738e-03,  3.4695e-02, -1.2809e-02,\n",
      "         1.4114e-02,  3.1062e-02,  4.3096e-02, -1.7926e-02,  2.7886e-02,\n",
      "        -8.2867e-03,  2.4171e-02, -8.7754e-03,  2.2399e-02, -1.3105e-02,\n",
      "         5.6576e-03,  2.2501e-03, -1.1084e-02,  9.5344e-03, -1.5239e-02,\n",
      "        -2.0399e-02,  1.5646e-02,  8.8766e-03, -1.3580e-02, -1.7094e-02,\n",
      "         3.1216e-02, -7.4037e-03,  9.2397e-04,  3.7018e-02,  3.5670e-02,\n",
      "        -1.5593e-03, -9.6332e-03,  3.5841e-02, -1.0050e-02,  2.5331e-02,\n",
      "         2.0114e-02,  4.5856e-02,  7.1233e-03,  4.5219e-04, -1.2924e-02,\n",
      "        -1.7935e-02, -1.3847e-03,  3.2067e-02, -6.9008e-04, -1.1226e-02,\n",
      "         2.3019e-02,  1.4519e-02,  1.3365e-02,  1.0088e-03,  1.4644e-02,\n",
      "         1.1619e-02,  3.1336e-02, -2.1967e-03,  1.8234e-02,  2.4856e-02,\n",
      "        -1.7491e-03,  3.3652e-02,  2.5682e-02,  3.9405e-02,  1.5332e-02,\n",
      "        -1.6243e-02,  1.0962e-02,  3.5091e-03, -1.7667e-02, -9.3000e-03,\n",
      "         4.0941e-03,  1.9405e-02, -4.7257e-03,  5.1792e-03, -8.8861e-03,\n",
      "        -4.3362e-03, -2.1260e-02,  1.8998e-03, -2.4418e-03, -8.5722e-03,\n",
      "         8.6234e-03, -1.2692e-03,  2.7344e-02, -1.5326e-02,  3.4455e-02,\n",
      "        -1.3053e-02, -5.9504e-03, -3.1911e-03, -1.1157e-02,  1.9172e-02,\n",
      "         2.9628e-02, -1.4115e-02,  3.3193e-02,  2.3895e-02,  3.1323e-04,\n",
      "         2.5508e-02,  3.2213e-02, -1.1215e-02, -2.6338e-03, -4.5713e-03,\n",
      "        -6.0868e-03,  1.3597e-02,  2.6273e-02,  3.6941e-03, -1.7309e-04,\n",
      "        -9.6431e-03, -1.2390e-02,  1.9791e-02, -1.0262e-02, -2.0096e-02,\n",
      "         1.5142e-02,  2.6086e-02, -1.5608e-02, -5.9063e-03, -1.1952e-02,\n",
      "        -1.6037e-02,  5.0877e-02,  3.0562e-02,  6.1713e-03, -3.6844e-03,\n",
      "         2.8350e-04,  1.2922e-02,  4.6279e-03, -6.3671e-03, -1.3016e-02,\n",
      "         1.0906e-03, -6.4999e-04,  1.8394e-02,  7.1616e-04,  2.1439e-02,\n",
      "        -1.2134e-02,  2.8768e-02, -7.2627e-03,  4.3750e-03,  8.4392e-04,\n",
      "         2.8296e-02,  4.0053e-02, -1.3636e-02, -2.3840e-03, -2.3501e-03,\n",
      "         2.1027e-02,  1.1309e-02,  4.7885e-03,  6.7374e-03,  2.3128e-03,\n",
      "         1.3961e-02,  5.3653e-04, -6.6330e-03,  2.2670e-02,  1.9565e-02,\n",
      "         4.0528e-02,  2.3298e-02, -1.0451e-02,  3.8760e-02, -8.5332e-03,\n",
      "        -1.6680e-02, -1.0378e-02, -5.4282e-04,  5.4951e-03, -1.7454e-02,\n",
      "         3.6288e-02,  3.6801e-02,  1.6726e-02,  1.3027e-03,  1.5273e-02,\n",
      "        -3.5499e-03, -1.1482e-02,  2.4949e-03, -7.0398e-03,  1.1469e-03,\n",
      "         2.5202e-02, -1.3966e-02, -5.6714e-03,  2.0615e-02,  2.6439e-02,\n",
      "        -2.1439e-02, -1.4948e-02,  1.3501e-02, -1.8978e-02,  7.5750e-03,\n",
      "        -6.8525e-03, -1.6093e-03, -9.0656e-03,  6.7970e-03,  6.6496e-03,\n",
      "        -1.1148e-02, -1.1636e-02,  5.8178e-03,  2.0783e-03,  2.5606e-03,\n",
      "         3.5585e-03, -1.4717e-03,  1.5382e-02,  8.9037e-03, -1.5845e-02,\n",
      "        -1.0153e-02, -8.9584e-03])\n",
      "v.copy tensor([-1.7898e-02, -9.5865e-03,  4.1925e-02,  8.9114e-03,  6.5528e-03,\n",
      "         1.5655e-03,  9.4916e-03, -8.4989e-03, -8.8413e-03,  2.2834e-02,\n",
      "         1.8374e-02, -1.6301e-03, -1.6023e-02,  1.7556e-02, -1.8426e-02,\n",
      "         4.0727e-02,  1.7827e-02,  2.6956e-02, -1.1065e-02,  4.5592e-02,\n",
      "         5.4133e-03,  2.5708e-02, -3.8081e-03, -1.3744e-02, -9.6735e-03,\n",
      "        -1.4075e-02, -1.0279e-02, -8.6528e-03,  3.7354e-03,  2.3970e-02,\n",
      "         2.7489e-02, -1.8985e-02, -1.9669e-03,  1.9554e-02, -3.0571e-03,\n",
      "         2.2701e-02, -7.6550e-03,  1.1064e-02,  2.0885e-02, -1.0651e-03,\n",
      "        -1.4416e-02, -1.5026e-03, -3.5027e-03,  2.7713e-02,  1.6965e-02,\n",
      "         2.5045e-02,  1.3317e-03,  5.2301e-03,  2.1485e-02, -8.0427e-04,\n",
      "        -5.4190e-03,  2.1754e-02, -5.7168e-03, -4.3866e-03,  2.8546e-02,\n",
      "        -4.5895e-03,  2.1776e-02, -3.6672e-03,  3.0817e-02, -4.6715e-03,\n",
      "        -2.2590e-02, -1.6869e-02, -1.0116e-02,  1.8398e-02,  3.8862e-02,\n",
      "         3.1984e-02,  4.9626e-04, -1.6858e-02,  1.2363e-02, -7.6743e-03,\n",
      "        -8.5128e-04, -5.7180e-03,  1.7823e-02, -1.2067e-02,  1.0088e-02,\n",
      "         1.8636e-02, -2.3132e-03,  3.8263e-02, -1.1898e-02,  4.2713e-03,\n",
      "        -1.4257e-02,  2.7094e-02,  2.1653e-02,  1.7824e-02, -1.2784e-02,\n",
      "         6.2196e-03, -1.4560e-03, -1.4347e-03, -2.1182e-02, -4.6935e-03,\n",
      "         8.2183e-04, -1.5922e-02, -1.2864e-02,  2.4250e-02, -2.1568e-02,\n",
      "        -4.5793e-03,  9.2327e-04,  1.0160e-02,  4.5173e-02, -1.5688e-02,\n",
      "         9.1915e-03, -7.7705e-03,  4.9751e-03, -1.1284e-02, -1.4555e-03,\n",
      "         7.9383e-03, -2.7103e-03,  1.0336e-03, -1.1950e-02,  1.8535e-02,\n",
      "         3.2321e-02, -4.8683e-03,  1.4916e-02,  2.4224e-02, -8.0861e-03,\n",
      "         1.1142e-02, -5.9947e-03,  8.4554e-03,  2.6158e-02,  4.4259e-02,\n",
      "        -1.0910e-03,  1.1220e-03,  1.1643e-02, -1.3396e-02, -6.2760e-03,\n",
      "         1.2314e-03, -6.3464e-04, -1.2120e-02,  2.7794e-02,  1.6731e-05,\n",
      "         2.0311e-02,  4.6008e-02, -5.3436e-03,  2.6312e-02,  2.7924e-02,\n",
      "        -9.8881e-05, -6.0837e-03, -1.3455e-02, -2.4528e-03,  2.4349e-02,\n",
      "         4.1165e-02,  2.9918e-03, -1.3298e-02,  2.4489e-02, -7.8465e-03,\n",
      "         1.9126e-02, -1.1687e-02,  7.3162e-03,  2.7512e-02, -2.1682e-02,\n",
      "         2.2870e-03,  1.6702e-02, -9.0534e-03,  2.7133e-02,  2.6140e-04,\n",
      "        -7.9960e-03, -7.3079e-03, -1.7884e-02, -4.8360e-03,  6.8853e-03,\n",
      "        -8.2789e-03, -1.4888e-02,  1.4244e-02,  3.7055e-02,  2.1752e-02,\n",
      "         2.3688e-02, -2.7242e-03,  2.5023e-02,  1.3676e-02, -1.2570e-02,\n",
      "         2.9308e-03,  3.0561e-02,  9.3981e-03,  1.7318e-02,  3.8978e-02,\n",
      "        -4.9634e-03, -6.0325e-03, -4.4512e-03, -6.0069e-03, -5.0203e-03,\n",
      "        -7.4138e-03,  4.2727e-02,  2.1675e-03, -1.6368e-02, -6.6638e-03,\n",
      "        -8.1611e-03, -3.0659e-03, -1.2971e-02, -1.2380e-02, -6.9449e-03,\n",
      "         1.8106e-02,  2.1553e-02,  1.5335e-02, -1.0520e-02,  1.4922e-02,\n",
      "        -1.2652e-03, -7.0999e-03,  4.4052e-03, -7.6797e-03, -5.8201e-03,\n",
      "         8.2660e-04,  1.8084e-02,  2.2449e-03,  4.3766e-02, -4.8874e-03,\n",
      "        -1.2484e-02,  1.8082e-02, -1.3599e-02,  1.5427e-02, -1.7338e-02,\n",
      "         2.2855e-02,  3.4935e-03, -1.1121e-02,  1.8817e-02,  1.6030e-02,\n",
      "         2.4298e-03, -1.7504e-02,  2.4178e-02,  3.7191e-03, -1.6778e-02,\n",
      "        -1.4923e-02,  1.9579e-02,  1.2219e-02,  2.2011e-02, -7.0540e-03,\n",
      "         3.0468e-04, -9.0021e-04, -5.9106e-03, -1.0671e-02,  2.5571e-03,\n",
      "        -9.9410e-03, -1.6203e-02, -1.6446e-02,  1.5150e-02,  2.0651e-03,\n",
      "        -1.0336e-02, -7.6920e-03,  1.8833e-02,  7.3756e-03, -1.8079e-02,\n",
      "         2.9534e-02, -9.8870e-03, -1.3582e-02, -6.0395e-03,  2.6151e-02,\n",
      "         2.1390e-04,  6.7200e-04, -4.8974e-03,  1.0980e-02,  1.2345e-02,\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "        -1.0153e-02, -8.9584e-03])\n",
      "k CCN.hl_prior_fc1.relu.weight\n",
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      "v.copy tensor([0.2665])\n",
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    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "k CCN.hl_prior_fc2.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.3262])\n",
      "v.copy tensor([0.3262])\n",
      "k CCN.hl_prior_fc3.fc.weight\n",
      "v tensor([[-0.0063, -0.0170, -0.0168,  ...,  0.0081,  0.0200,  0.0254],\n",
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      "        ...,\n",
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      "        ...,\n",
      "        [ 0.0033, -0.0255, -0.0368,  ...,  0.0065, -0.0044, -0.0226],\n",
      "        [ 0.0024, -0.0223,  0.0054,  ..., -0.0168, -0.0130, -0.0178],\n",
      "        [-0.0069, -0.0279, -0.0210,  ..., -0.0238, -0.0086, -0.0148]])\n",
      "v.copy tensor([[ 0.0137,  0.0308, -0.0114,  ...,  0.0351, -0.0459,  0.0291],\n",
      "        [ 0.0036,  0.0294,  0.0161,  ...,  0.0140, -0.0207,  0.0174],\n",
      "        [-0.0151,  0.0229,  0.0280,  ...,  0.0078,  0.0061,  0.0061],\n",
      "        ...,\n",
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      "        [-0.0069, -0.0279, -0.0210,  ..., -0.0238, -0.0086, -0.0148]])\n",
      "k CCN.hl_prior_fc3.fc.bias\n",
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      "param tensor([ 0.1006,  0.0380,  0.0029, -0.0732, -0.0259, -0.0363, -0.0510, -0.1379,\n",
      "        -0.0502, -0.0838])\n",
      "v.copy tensor([ 0.1006,  0.0380,  0.0029, -0.0732, -0.0259, -0.0363, -0.0510, -0.1379,\n",
      "        -0.0502, -0.0838])\n",
      "k CCN.hl_prior_fc3.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.3655])\n",
      "v.copy tensor([0.3655])\n",
      "k CCN.de_stage_1.0.conv.weight\n",
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      "            7.0576e-03, -4.5487e-03]],\n",
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      "\n",
      "         ...,\n",
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      "          ...,\n",
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      "           -2.5053e-02,  1.9716e-02]],\n",
      "\n",
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      "           -1.9327e-03,  2.3285e-03],\n",
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      "           -2.4543e-02, -2.3639e-02]],\n",
      "\n",
      "         [[ 2.2864e-02, -1.6449e-02, -1.2381e-02,  ...,  2.1657e-02,\n",
      "           -3.9885e-03,  1.4122e-02],\n",
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      "           -1.4427e-03, -3.4595e-03],\n",
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      "          ...,\n",
      "          [-2.0230e-02,  2.4800e-02,  1.0611e-02,  ..., -2.1108e-02,\n",
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      "           -2.4782e-02,  2.4426e-02]]],\n",
      "\n",
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      "           -1.1796e-02,  3.3800e-03],\n",
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      "\n",
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      "            1.9867e-02,  1.9740e-02]],\n",
      "\n",
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      "          ...,\n",
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      "            1.8081e-02, -2.2036e-02]],\n",
      "\n",
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      "          ...,\n",
      "          [-1.0928e-02, -1.6679e-02, -1.5759e-03,  ..., -1.2610e-02,\n",
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      "            1.3014e-02,  1.8710e-02]],\n",
      "\n",
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      "          ...,\n",
      "          [-5.3819e-03, -2.3142e-02, -8.7420e-03,  ...,  1.7000e-03,\n",
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      "           -1.4738e-02,  2.2503e-02]]],\n",
      "\n",
      "\n",
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      "          ...,\n",
      "          [-1.6321e-02, -9.2338e-03,  2.3659e-02,  ..., -2.4070e-02,\n",
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      "            1.2230e-02, -7.9234e-03]],\n",
      "\n",
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      "          ...,\n",
      "          [-1.1058e-02,  1.9609e-02,  5.6435e-03,  ..., -1.2680e-02,\n",
      "           -8.5829e-03,  9.8142e-03],\n",
      "          [ 5.7431e-03, -2.4884e-02,  2.0753e-02,  ..., -2.3306e-02,\n",
      "           -2.3476e-02,  2.2581e-02],\n",
      "          [ 1.6616e-02,  8.0768e-03,  8.4744e-03,  ..., -1.3288e-05,\n",
      "            2.4027e-02, -1.8547e-02]],\n",
      "\n",
      "         [[-2.2761e-02, -1.9261e-02,  2.4576e-02,  ...,  2.0052e-02,\n",
      "            5.3409e-03, -3.7907e-03],\n",
      "          [ 1.8880e-02,  1.4007e-02, -1.3455e-02,  ...,  1.9626e-02,\n",
      "            1.2920e-02,  1.2353e-03],\n",
      "          [ 1.5176e-02,  7.6895e-04,  1.4150e-02,  ...,  4.1037e-04,\n",
      "           -2.4379e-02, -1.5027e-02],\n",
      "          ...,\n",
      "          [ 1.1611e-02, -1.5400e-02, -9.3861e-03,  ..., -2.2442e-03,\n",
      "            2.2344e-02,  2.1324e-02],\n",
      "          [-2.1021e-03, -1.2165e-02,  8.4385e-03,  ..., -2.1912e-02,\n",
      "            1.7059e-02, -2.2601e-03],\n",
      "          [ 1.6494e-02, -1.1639e-02, -2.1527e-02,  ..., -3.0895e-03,\n",
      "            1.5571e-02, -8.0465e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.8034e-02, -5.9662e-03, -1.4269e-02,  ...,  1.7420e-02,\n",
      "           -1.9627e-02, -1.7379e-02],\n",
      "          [-2.1136e-02,  1.1286e-02,  1.7753e-02,  ..., -9.3344e-03,\n",
      "           -8.1439e-03,  1.7414e-02],\n",
      "          [ 2.0974e-02,  6.2545e-03,  7.9749e-03,  ...,  5.5834e-03,\n",
      "            6.9542e-03,  1.0770e-02],\n",
      "          ...,\n",
      "          [-1.2595e-02, -2.5192e-02, -9.0913e-03,  ..., -2.0167e-02,\n",
      "            1.8992e-02,  5.8508e-04],\n",
      "          [ 5.9774e-03, -1.2442e-02, -4.4345e-04,  ..., -1.9741e-02,\n",
      "            1.9172e-02, -9.6472e-03],\n",
      "          [ 4.2839e-03, -5.6740e-03, -2.1407e-02,  ..., -7.8017e-03,\n",
      "           -5.2874e-03,  3.6382e-04]],\n",
      "\n",
      "         [[ 1.9278e-02,  4.1303e-03, -9.4965e-04,  ..., -1.8705e-02,\n",
      "            4.0635e-03,  2.0796e-02],\n",
      "          [ 1.7067e-02, -7.8967e-03, -1.3759e-02,  ...,  2.2582e-02,\n",
      "            1.3208e-02,  2.9577e-03],\n",
      "          [-1.2933e-02,  1.0104e-02, -1.7055e-02,  ...,  1.9281e-02,\n",
      "           -2.2385e-02, -2.2756e-02],\n",
      "          ...,\n",
      "          [-1.3189e-02,  1.9263e-02,  2.3244e-03,  ...,  2.0276e-02,\n",
      "            2.0138e-02,  9.9758e-03],\n",
      "          [ 1.4466e-02, -5.3082e-03,  1.0419e-03,  ...,  1.0220e-02,\n",
      "            1.1968e-02, -1.3006e-02],\n",
      "          [ 1.0790e-02,  1.6148e-03,  7.5118e-03,  ...,  1.5240e-02,\n",
      "            2.4704e-02, -1.1664e-02]],\n",
      "\n",
      "         [[ 4.0866e-03, -1.1795e-02,  7.4831e-03,  ..., -7.5773e-03,\n",
      "           -2.0149e-02,  1.9374e-02],\n",
      "          [ 9.8100e-04,  1.8482e-02, -1.8094e-02,  ..., -1.9912e-02,\n",
      "           -6.5644e-03, -2.3377e-02],\n",
      "          [-1.1713e-02,  1.2595e-02, -1.1575e-02,  ..., -1.8030e-02,\n",
      "            2.7886e-03, -1.6848e-02],\n",
      "          ...,\n",
      "          [ 5.0654e-03,  2.5060e-03,  2.4761e-02,  ..., -2.1832e-02,\n",
      "           -8.8960e-03,  2.2598e-03],\n",
      "          [-1.4195e-02, -1.6563e-02,  2.1827e-02,  ..., -1.7594e-02,\n",
      "            1.4896e-02, -1.3995e-02],\n",
      "          [-6.9979e-03,  4.2843e-05, -1.1985e-02,  ..., -1.9453e-02,\n",
      "            4.6639e-03,  2.1595e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-8.5090e-03, -4.9011e-04, -1.5752e-02,  ..., -1.5774e-02,\n",
      "            2.0072e-02, -2.0651e-02],\n",
      "          [-1.7188e-02,  3.8307e-03, -4.3103e-03,  ...,  7.3621e-04,\n",
      "            1.0941e-02,  2.1155e-03],\n",
      "          [ 2.0100e-02,  1.4555e-03, -1.4428e-02,  ..., -1.9866e-02,\n",
      "           -1.7716e-02,  1.3304e-02],\n",
      "          ...,\n",
      "          [-1.0516e-02,  2.1679e-02,  9.1750e-03,  ..., -1.5342e-02,\n",
      "            1.0400e-02,  2.2485e-02],\n",
      "          [ 1.7227e-02, -8.8532e-03,  1.4401e-02,  ..., -1.4457e-02,\n",
      "            1.2471e-02,  3.2466e-03],\n",
      "          [ 4.0716e-03,  1.5462e-02,  4.7148e-03,  ...,  1.4750e-02,\n",
      "           -8.8740e-03, -6.7935e-03]],\n",
      "\n",
      "         [[ 1.2426e-02, -2.2372e-03,  5.3788e-04,  ..., -1.2516e-02,\n",
      "            1.5605e-02,  7.0684e-03],\n",
      "          [ 2.1598e-02, -1.8019e-02, -1.6764e-02,  ...,  3.9050e-03,\n",
      "            1.5859e-02,  1.8187e-02],\n",
      "          [ 8.4535e-03, -7.9427e-03, -2.2720e-02,  ..., -3.6276e-03,\n",
      "            2.2892e-02, -1.8321e-02],\n",
      "          ...,\n",
      "          [ 3.9151e-03,  2.1227e-02, -2.2573e-02,  ..., -1.0766e-02,\n",
      "           -1.8096e-02,  2.3758e-02],\n",
      "          [ 2.9958e-03, -1.2472e-02,  2.0082e-02,  ..., -7.0311e-03,\n",
      "            1.0009e-02,  2.0019e-02],\n",
      "          [-7.8840e-03, -6.9081e-03, -1.6207e-02,  ...,  9.0891e-03,\n",
      "           -2.4216e-02,  1.5640e-02]],\n",
      "\n",
      "         [[-9.4445e-03, -9.0599e-03,  2.3608e-02,  ..., -7.4407e-03,\n",
      "           -1.8227e-02,  1.2783e-02],\n",
      "          [ 1.1191e-03, -1.7484e-02,  1.6531e-02,  ..., -2.0861e-02,\n",
      "           -2.2543e-02, -4.9787e-03],\n",
      "          [-1.5551e-02,  1.7084e-02,  5.3714e-03,  ...,  1.6023e-02,\n",
      "           -5.1238e-03,  5.2340e-03],\n",
      "          ...,\n",
      "          [-3.2296e-03,  2.5042e-02,  2.4469e-02,  ..., -1.0896e-02,\n",
      "           -1.1377e-02,  6.1473e-03],\n",
      "          [ 1.0297e-02, -2.3403e-03,  1.8869e-02,  ..., -2.0459e-02,\n",
      "           -9.0111e-03, -9.7212e-04],\n",
      "          [ 1.0139e-02, -2.0073e-02, -8.8030e-03,  ..., -1.5341e-02,\n",
      "           -2.3573e-02,  1.6067e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.9946e-02,  2.1019e-02,  2.1253e-02,  ..., -1.1553e-02,\n",
      "            1.0256e-02, -1.0310e-02],\n",
      "          [ 1.8875e-02, -2.1571e-02, -2.5230e-02,  ..., -1.2722e-02,\n",
      "           -1.1179e-02,  8.4743e-03],\n",
      "          [ 4.0567e-04,  1.7039e-03, -9.8818e-03,  ...,  1.6343e-03,\n",
      "            1.1414e-02, -1.5680e-02],\n",
      "          ...,\n",
      "          [ 2.1721e-02,  2.1035e-02, -2.4792e-03,  ...,  8.3239e-03,\n",
      "           -7.5985e-03, -1.8834e-02],\n",
      "          [ 4.5010e-03, -2.2067e-02, -1.5617e-02,  ..., -2.4397e-02,\n",
      "            1.6577e-02, -1.7762e-02],\n",
      "          [ 1.7777e-02,  9.8285e-03,  3.4181e-03,  ...,  1.6478e-02,\n",
      "           -1.6806e-03, -6.7060e-03]],\n",
      "\n",
      "         [[-2.3717e-02, -1.1587e-02, -4.1539e-03,  ..., -1.3362e-02,\n",
      "           -2.4282e-02, -2.3491e-02],\n",
      "          [ 5.0112e-03,  3.9351e-03, -2.1002e-02,  ...,  7.4511e-04,\n",
      "           -1.1776e-02,  5.6288e-03],\n",
      "          [-2.3253e-02,  6.6124e-03, -6.0089e-04,  ...,  1.5626e-02,\n",
      "            2.6247e-03, -3.8120e-03],\n",
      "          ...,\n",
      "          [ 7.1789e-03,  3.3250e-04,  2.1466e-02,  ...,  8.8280e-03,\n",
      "           -1.8473e-02,  1.7849e-02],\n",
      "          [ 2.1102e-02, -8.0095e-03,  2.3786e-02,  ...,  2.2912e-02,\n",
      "           -2.4220e-02, -1.1010e-02],\n",
      "          [ 1.2259e-02, -2.1641e-03,  7.3133e-03,  ...,  1.5075e-02,\n",
      "           -1.3020e-02, -6.3946e-03]],\n",
      "\n",
      "         [[ 2.4246e-02, -2.0856e-02,  5.7591e-03,  ...,  8.9037e-03,\n",
      "           -2.8844e-03, -1.6394e-02],\n",
      "          [-6.4429e-03,  7.9024e-03,  8.0645e-03,  ...,  2.0557e-02,\n",
      "           -9.4012e-03, -2.3165e-02],\n",
      "          [-1.2417e-02,  1.1853e-02,  2.0953e-02,  ...,  9.6802e-03,\n",
      "            2.2593e-02, -9.1520e-03],\n",
      "          ...,\n",
      "          [-1.9497e-02, -1.3454e-02,  7.4278e-03,  ..., -1.6954e-02,\n",
      "           -1.1299e-02,  8.6372e-03],\n",
      "          [-1.3754e-02,  1.5017e-02,  3.9187e-03,  ...,  1.2814e-02,\n",
      "            1.2440e-02,  1.6210e-02],\n",
      "          [-8.1816e-03,  6.5595e-03,  1.2528e-02,  ...,  1.1428e-03,\n",
      "            1.7951e-02,  1.6605e-02]]],\n",
      "\n",
      "\n",
      "        [[[-9.9282e-03, -6.7178e-04,  1.3000e-02,  ..., -1.5065e-02,\n",
      "            2.0684e-02,  5.0786e-03],\n",
      "          [ 2.3625e-02,  8.5444e-03,  1.3474e-02,  ..., -1.9419e-02,\n",
      "            9.4406e-03, -2.5048e-03],\n",
      "          [ 1.5367e-02, -1.4522e-02, -1.3743e-02,  ...,  1.4349e-02,\n",
      "           -3.9377e-03, -5.3266e-03],\n",
      "          ...,\n",
      "          [ 2.6000e-03,  2.2422e-02, -1.4404e-02,  ..., -1.4778e-02,\n",
      "            1.3444e-02,  5.7223e-03],\n",
      "          [ 1.0914e-02, -7.4119e-04, -9.7932e-03,  ...,  2.2706e-02,\n",
      "            1.6328e-02, -1.2305e-02],\n",
      "          [-1.8107e-02,  2.5102e-02, -4.9816e-03,  ...,  6.3841e-03,\n",
      "            7.8341e-03,  9.9969e-03]],\n",
      "\n",
      "         [[ 8.4807e-03,  1.5949e-02, -6.0720e-03,  ...,  8.9466e-03,\n",
      "            2.0531e-02, -1.3410e-02],\n",
      "          [-2.9238e-04, -1.6494e-02, -1.9477e-02,  ..., -4.7323e-03,\n",
      "           -1.3892e-03,  9.2329e-03],\n",
      "          [-5.0145e-03,  8.9890e-03, -1.2584e-02,  ...,  1.6771e-02,\n",
      "            1.0775e-02,  1.7859e-02],\n",
      "          ...,\n",
      "          [ 1.7707e-03,  2.0610e-03, -2.1905e-02,  ..., -4.3512e-03,\n",
      "           -5.9595e-03,  2.4407e-02],\n",
      "          [ 1.0700e-02,  1.2451e-02, -2.1162e-02,  ..., -1.4487e-02,\n",
      "            1.1442e-02,  2.9397e-04],\n",
      "          [-4.7194e-03,  2.2398e-02, -9.6503e-04,  ...,  2.1145e-02,\n",
      "            1.1203e-02, -6.1783e-03]],\n",
      "\n",
      "         [[-1.8269e-02,  1.2726e-02, -3.0086e-03,  ...,  8.1547e-03,\n",
      "            6.7449e-03,  2.3036e-02],\n",
      "          [ 4.2142e-04, -2.7905e-03,  1.6409e-02,  ..., -4.0636e-04,\n",
      "           -1.4061e-02, -2.2095e-02],\n",
      "          [-1.3010e-02, -1.5286e-02,  1.8045e-02,  ...,  2.4987e-02,\n",
      "           -1.0185e-02,  8.9574e-03],\n",
      "          ...,\n",
      "          [-1.1230e-02, -2.1553e-02, -4.3377e-03,  ..., -1.4937e-02,\n",
      "            1.8322e-02, -1.0620e-02],\n",
      "          [-1.0480e-02,  1.7196e-02, -6.3924e-03,  ..., -2.1956e-03,\n",
      "            1.4982e-02, -2.0824e-02],\n",
      "          [ 1.0992e-02,  1.8310e-02,  1.4472e-02,  ..., -1.7667e-02,\n",
      "            2.0858e-03,  1.0283e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.7920e-02, -4.8059e-03, -7.4430e-03,  ...,  9.7336e-03,\n",
      "           -2.7364e-03,  3.7201e-03],\n",
      "          [ 1.4969e-02,  1.8720e-02,  8.2662e-03,  ..., -1.8063e-04,\n",
      "           -8.4901e-03,  1.6311e-02],\n",
      "          [-1.4788e-02,  5.6708e-04,  1.1157e-02,  ...,  3.0980e-03,\n",
      "           -1.8039e-02, -5.4142e-03],\n",
      "          ...,\n",
      "          [ 1.5249e-02,  1.2540e-02, -1.6795e-02,  ...,  4.7039e-03,\n",
      "            8.0237e-03,  4.4105e-03],\n",
      "          [ 7.8388e-03,  1.0536e-02,  1.3470e-02,  ..., -1.6800e-02,\n",
      "            1.6120e-02,  2.3962e-02],\n",
      "          [-9.4442e-03, -2.0446e-02, -6.6031e-03,  ...,  8.3549e-03,\n",
      "           -8.5857e-03, -2.4768e-02]],\n",
      "\n",
      "         [[ 9.5617e-03,  4.4658e-03, -1.1717e-03,  ...,  1.8208e-02,\n",
      "           -2.0036e-02, -1.1495e-02],\n",
      "          [ 2.3638e-02,  8.9170e-03, -1.8350e-02,  ..., -2.2787e-02,\n",
      "            1.8881e-02, -3.4863e-03],\n",
      "          [-4.7996e-04,  1.5282e-03,  1.1418e-02,  ...,  1.2311e-02,\n",
      "           -4.4480e-04, -3.6946e-03],\n",
      "          ...,\n",
      "          [-1.7870e-02, -1.1116e-02,  2.0021e-02,  ...,  1.5960e-02,\n",
      "            1.4695e-02,  9.8298e-03],\n",
      "          [ 1.0768e-04,  1.0480e-02, -2.1482e-02,  ..., -4.3064e-04,\n",
      "            2.1707e-02,  5.8987e-03],\n",
      "          [-2.1763e-02, -2.1734e-02,  5.7667e-03,  ..., -1.6120e-02,\n",
      "            2.3089e-02,  1.0027e-03]],\n",
      "\n",
      "         [[ 1.1195e-02,  9.6257e-03,  6.0048e-03,  ...,  2.7083e-03,\n",
      "            2.4211e-02,  1.1209e-02],\n",
      "          [-8.9713e-04, -1.7542e-02, -2.3273e-02,  ..., -1.1696e-02,\n",
      "            1.0653e-02,  5.1466e-03],\n",
      "          [ 2.2897e-02, -1.3241e-02,  1.9520e-02,  ...,  2.2440e-02,\n",
      "           -1.6285e-02,  1.7434e-02],\n",
      "          ...,\n",
      "          [-5.8635e-03,  6.0372e-03,  8.9866e-03,  ...,  1.4833e-02,\n",
      "           -1.1988e-02, -2.3709e-02],\n",
      "          [-1.0440e-02, -9.4122e-03, -2.0174e-02,  ..., -1.1871e-02,\n",
      "            1.9949e-03,  2.5149e-02],\n",
      "          [-1.3840e-02,  2.2021e-02,  2.3147e-02,  ..., -9.9628e-03,\n",
      "           -9.7007e-03,  1.2296e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 2.3384e-02, -3.7288e-03, -1.4386e-02,  ..., -3.2638e-03,\n",
      "            1.2222e-02, -4.9405e-03],\n",
      "          [-8.0384e-03,  1.1086e-02, -1.8181e-02,  ..., -1.7845e-02,\n",
      "           -2.4784e-02,  1.7380e-02],\n",
      "          [ 2.4785e-02,  1.6408e-03, -1.4221e-03,  ...,  1.9552e-03,\n",
      "            7.6330e-03,  9.5099e-03],\n",
      "          ...,\n",
      "          [-1.3674e-02, -1.8447e-02, -1.1899e-02,  ..., -1.6140e-02,\n",
      "            1.7244e-02, -1.5323e-03],\n",
      "          [ 1.3246e-02,  2.2771e-02,  2.6260e-03,  ...,  6.6389e-03,\n",
      "           -2.2923e-02,  2.4522e-02],\n",
      "          [ 2.3799e-02, -8.0525e-03, -1.2026e-02,  ..., -1.0856e-02,\n",
      "            1.4982e-02,  1.5722e-03]],\n",
      "\n",
      "         [[ 1.4251e-02,  1.1179e-02, -1.4566e-02,  ...,  2.0467e-03,\n",
      "            3.3307e-03,  2.4616e-02],\n",
      "          [-1.2795e-02,  1.7899e-02,  4.9238e-03,  ...,  3.1239e-03,\n",
      "            6.5344e-03,  2.2808e-02],\n",
      "          [ 1.2583e-02,  4.1835e-03, -2.0343e-02,  ...,  2.4541e-02,\n",
      "           -6.4658e-03,  9.8954e-03],\n",
      "          ...,\n",
      "          [ 5.3369e-03, -1.2325e-02, -2.2774e-02,  ...,  2.4219e-02,\n",
      "           -5.1083e-03,  1.0684e-02],\n",
      "          [ 1.7963e-02,  1.1078e-02,  6.9376e-03,  ..., -7.9985e-03,\n",
      "           -8.5740e-03, -2.0914e-02],\n",
      "          [ 5.7221e-03,  2.5150e-03, -2.2616e-02,  ...,  2.4051e-02,\n",
      "            1.0506e-03, -2.4509e-03]],\n",
      "\n",
      "         [[ 2.3769e-02,  2.3851e-02,  1.4791e-02,  ...,  1.3802e-02,\n",
      "            1.1365e-02, -1.8141e-02],\n",
      "          [ 1.5793e-02, -1.2391e-02, -1.8380e-02,  ..., -7.8703e-03,\n",
      "            2.0226e-02, -1.8647e-02],\n",
      "          [ 3.6930e-03, -1.6642e-02, -1.7215e-02,  ..., -1.0247e-02,\n",
      "            9.9062e-03,  1.0351e-02],\n",
      "          ...,\n",
      "          [-6.1320e-03, -1.0619e-02, -1.3436e-02,  ...,  8.4868e-03,\n",
      "            9.0554e-03,  1.0624e-03],\n",
      "          [ 1.0816e-03,  1.6819e-02, -2.8587e-03,  ...,  7.9254e-03,\n",
      "           -4.4056e-03,  2.3106e-02],\n",
      "          [-1.5156e-02,  4.2547e-03,  1.0368e-02,  ..., -2.1836e-02,\n",
      "           -1.1738e-02, -1.7373e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.1626e-02, -1.3592e-02, -2.7432e-03,  ..., -6.9007e-03,\n",
      "            4.8209e-03,  1.3325e-03],\n",
      "          [-1.9672e-02, -9.2759e-03, -1.8419e-02,  ..., -1.7034e-02,\n",
      "            2.2607e-02, -9.3926e-03],\n",
      "          [-1.5284e-02,  5.4704e-03, -2.2868e-02,  ..., -9.2010e-03,\n",
      "           -1.2932e-02, -1.7099e-02],\n",
      "          ...,\n",
      "          [-1.2748e-02, -1.7474e-02,  1.6890e-02,  ..., -1.2955e-02,\n",
      "           -1.7100e-02,  1.6745e-02],\n",
      "          [ 2.2323e-03,  1.9245e-02,  2.3521e-02,  ..., -1.5361e-03,\n",
      "            5.3046e-03, -2.0966e-02],\n",
      "          [-9.1411e-03, -7.8635e-03, -1.9427e-02,  ..., -8.6164e-03,\n",
      "            9.5279e-03, -1.1529e-02]],\n",
      "\n",
      "         [[-2.0794e-02, -1.1387e-02, -2.3592e-02,  ..., -6.4685e-03,\n",
      "            1.1410e-02, -9.0951e-03],\n",
      "          [ 7.8623e-03,  2.4733e-02,  9.5585e-03,  ...,  8.9990e-03,\n",
      "           -2.4634e-02, -1.1596e-02],\n",
      "          [ 1.0552e-02, -2.4188e-02,  1.1021e-02,  ...,  6.6152e-03,\n",
      "            1.8258e-02, -2.1270e-02],\n",
      "          ...,\n",
      "          [-1.5472e-02,  1.4673e-02,  2.3190e-02,  ..., -7.6334e-03,\n",
      "           -2.3308e-02, -9.2139e-03],\n",
      "          [ 1.0813e-02, -1.6745e-02, -1.7307e-02,  ..., -1.4623e-03,\n",
      "            1.4223e-02, -1.3160e-02],\n",
      "          [-1.0942e-02, -1.6877e-02,  2.3194e-02,  ..., -4.5514e-03,\n",
      "           -2.1842e-02, -1.8683e-02]],\n",
      "\n",
      "         [[-1.3984e-02,  2.4337e-02,  6.4980e-04,  ...,  1.4624e-02,\n",
      "           -2.5143e-02, -2.1529e-02],\n",
      "          [-7.7856e-03,  1.1233e-02,  1.1435e-02,  ...,  1.7181e-02,\n",
      "           -2.0433e-02,  2.4618e-02],\n",
      "          [ 4.2656e-03,  1.8498e-02,  2.0474e-02,  ...,  1.6998e-02,\n",
      "           -1.4962e-02, -1.0076e-03],\n",
      "          ...,\n",
      "          [-3.7736e-03, -8.5700e-03,  2.7006e-03,  ..., -6.8821e-03,\n",
      "           -6.0084e-04,  3.7164e-03],\n",
      "          [ 2.3706e-02, -1.8901e-02,  6.5325e-03,  ...,  1.9812e-02,\n",
      "            2.3315e-02, -6.0091e-03],\n",
      "          [ 1.8512e-02,  1.7295e-03, -1.5149e-02,  ..., -3.1383e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           -8.1200e-03, -5.2503e-04]]]])\n",
      "param tensor([[[[ 5.3778e-04, -2.4923e-02,  6.8976e-03,  ...,  6.4138e-03,\n",
      "            9.1521e-03, -1.9147e-02],\n",
      "          [-9.2062e-04, -4.9727e-03,  8.1997e-03,  ..., -1.6501e-02,\n",
      "            9.6330e-03, -6.8302e-03],\n",
      "          [ 1.6147e-03,  2.8107e-03,  2.8771e-03,  ..., -1.7140e-02,\n",
      "           -1.5505e-03, -1.6565e-02],\n",
      "          ...,\n",
      "          [-6.4416e-04,  7.6690e-03,  1.1904e-02,  ...,  1.2634e-02,\n",
      "           -2.3952e-02,  6.2524e-03],\n",
      "          [ 4.8802e-03,  2.0669e-02,  6.3994e-03,  ...,  1.8147e-03,\n",
      "           -1.5351e-02, -8.6784e-03],\n",
      "          [-1.1616e-02, -1.6131e-02, -1.4156e-02,  ..., -3.4752e-03,\n",
      "           -1.6334e-02, -7.1788e-04]],\n",
      "\n",
      "         [[-6.6070e-03,  1.4820e-02,  2.1079e-03,  ...,  2.0728e-02,\n",
      "           -1.1469e-02, -2.6435e-03],\n",
      "          [-1.3996e-02,  2.1136e-03, -1.4042e-03,  ...,  7.8918e-03,\n",
      "           -9.3938e-03,  9.8893e-03],\n",
      "          [ 8.0053e-03,  3.7843e-03, -2.2433e-02,  ...,  1.4730e-02,\n",
      "           -1.5386e-03, -3.4745e-03],\n",
      "          ...,\n",
      "          [-1.6188e-02, -2.3377e-02,  3.2244e-03,  ..., -1.1497e-02,\n",
      "           -8.5757e-03,  1.1872e-02],\n",
      "          [ 2.4137e-02,  8.5823e-03, -9.1592e-03,  ...,  3.3403e-03,\n",
      "            2.1763e-03, -1.1281e-02],\n",
      "          [-9.3099e-03, -4.5810e-03,  2.3962e-03,  ...,  1.2571e-02,\n",
      "           -1.0319e-02, -2.5194e-04]],\n",
      "\n",
      "         [[-4.3466e-03, -3.3506e-03, -1.6316e-02,  ..., -1.4779e-02,\n",
      "           -7.1168e-03,  3.4559e-03],\n",
      "          [ 1.1215e-02,  2.6670e-03,  5.5729e-03,  ..., -1.2647e-02,\n",
      "            2.9177e-03,  6.7564e-04],\n",
      "          [ 1.6779e-03, -3.5471e-04,  4.8890e-03,  ..., -6.6050e-03,\n",
      "            3.9302e-03,  1.6053e-02],\n",
      "          ...,\n",
      "          [-1.2780e-02,  5.8386e-03, -1.6155e-02,  ..., -9.7879e-03,\n",
      "           -8.2192e-03, -1.2657e-02],\n",
      "          [ 1.4818e-02,  2.0039e-03, -1.2225e-02,  ..., -5.3145e-03,\n",
      "            8.0405e-03,  4.4245e-03],\n",
      "          [ 5.4277e-03, -1.1193e-02,  5.4451e-03,  ..., -1.7899e-03,\n",
      "            1.4230e-02,  1.0561e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.1951e-02,  2.3349e-03, -2.7081e-02,  ..., -1.9869e-02,\n",
      "           -8.4800e-03, -2.0615e-03],\n",
      "          [-4.7827e-03, -2.9007e-03, -1.2985e-02,  ..., -4.8535e-03,\n",
      "           -1.5795e-02, -3.6736e-03],\n",
      "          [ 2.9471e-04, -3.9320e-03, -6.0254e-03,  ..., -1.2021e-02,\n",
      "           -1.6155e-03, -3.4835e-03],\n",
      "          ...,\n",
      "          [-6.7903e-03,  8.1346e-03,  5.0527e-04,  ...,  2.3021e-03,\n",
      "           -1.3806e-02,  6.6343e-03],\n",
      "          [ 5.2991e-03,  1.2962e-02,  3.6036e-03,  ...,  4.7838e-03,\n",
      "            2.0710e-03, -1.1813e-02],\n",
      "          [-1.7034e-02,  7.0938e-04,  2.2320e-03,  ...,  1.2313e-02,\n",
      "           -5.9831e-03,  6.3503e-03]],\n",
      "\n",
      "         [[-2.3650e-02,  6.9146e-03,  6.3118e-03,  ..., -9.2340e-03,\n",
      "           -5.2772e-03, -4.6276e-04],\n",
      "          [-3.7585e-03,  4.4351e-03, -1.9923e-03,  ...,  9.9746e-04,\n",
      "            1.0310e-02,  3.0964e-03],\n",
      "          [ 3.2682e-03,  5.8650e-04, -1.3553e-02,  ..., -1.3557e-03,\n",
      "            7.9907e-03,  5.3839e-04],\n",
      "          ...,\n",
      "          [ 3.8855e-04, -1.5509e-03,  1.6116e-03,  ...,  1.9122e-03,\n",
      "           -1.2865e-02,  4.5090e-03],\n",
      "          [ 9.2276e-03,  1.2322e-02, -2.5809e-03,  ..., -1.1413e-03,\n",
      "            1.7062e-02, -1.3429e-03],\n",
      "          [-1.5610e-02, -1.2351e-03, -4.5907e-03,  ...,  3.6956e-04,\n",
      "           -2.8107e-02,  1.6434e-02]],\n",
      "\n",
      "         [[-5.9297e-03, -1.8368e-02,  1.3766e-02,  ...,  7.1758e-03,\n",
      "           -8.3563e-03,  6.6846e-03],\n",
      "          [ 1.5161e-02,  4.3562e-03,  3.3437e-03,  ...,  6.7465e-03,\n",
      "            1.1311e-02,  6.7111e-03],\n",
      "          [-1.0652e-02,  7.2650e-03,  8.6723e-03,  ..., -6.8752e-03,\n",
      "           -1.4526e-02,  1.6266e-02],\n",
      "          ...,\n",
      "          [-2.6848e-03,  1.5941e-02,  7.7598e-03,  ...,  1.0500e-02,\n",
      "            1.3906e-02, -1.9494e-02],\n",
      "          [ 1.7461e-02,  1.7995e-02,  3.6128e-03,  ...,  1.0424e-02,\n",
      "            1.1355e-02, -1.1461e-02],\n",
      "          [-1.6297e-02, -1.5411e-02, -1.7569e-02,  ..., -5.3462e-03,\n",
      "            2.7899e-04,  7.8902e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 1.2577e-03, -7.4808e-03, -4.9510e-03,  ..., -3.3806e-03,\n",
      "            8.5549e-03, -6.9560e-03],\n",
      "          [ 6.5615e-03, -1.0039e-02,  4.7998e-03,  ..., -8.9754e-03,\n",
      "            4.1951e-03, -6.6793e-03],\n",
      "          [-7.2744e-03, -1.6389e-02,  7.1118e-03,  ..., -1.0099e-02,\n",
      "            1.6130e-02, -1.7636e-03],\n",
      "          ...,\n",
      "          [-6.1129e-03,  1.0622e-02,  2.9076e-03,  ..., -1.9677e-03,\n",
      "            4.2230e-03,  1.2439e-03],\n",
      "          [-1.3413e-02, -1.4698e-02,  1.1631e-02,  ...,  4.7702e-03,\n",
      "           -6.7791e-03, -5.6194e-04],\n",
      "          [-1.4018e-03,  1.3109e-03, -7.5468e-03,  ..., -8.3364e-03,\n",
      "           -4.9880e-03,  9.6301e-03]],\n",
      "\n",
      "         [[-1.0405e-03, -6.9721e-03,  3.8885e-03,  ..., -6.1616e-03,\n",
      "           -6.3814e-03,  8.8386e-03],\n",
      "          [ 5.9896e-03,  3.5300e-03,  1.7180e-02,  ..., -3.4064e-03,\n",
      "            9.7301e-04, -1.2194e-02],\n",
      "          [-3.5239e-04,  4.5144e-03,  6.8107e-03,  ..., -9.4704e-03,\n",
      "            6.0489e-03,  8.4888e-03],\n",
      "          ...,\n",
      "          [ 1.0064e-02,  1.2928e-02,  1.3962e-02,  ...,  1.7057e-03,\n",
      "            6.8551e-03, -6.4541e-03],\n",
      "          [-1.0453e-03,  5.4395e-03,  1.3874e-02,  ..., -2.0771e-02,\n",
      "           -6.6148e-03,  1.0770e-02],\n",
      "          [ 1.7122e-03,  7.1291e-03,  2.0443e-03,  ...,  3.4875e-03,\n",
      "           -2.6165e-02, -1.7436e-02]],\n",
      "\n",
      "         [[ 5.2989e-03, -1.4327e-03,  6.0618e-03,  ..., -7.1504e-03,\n",
      "            2.4975e-02, -1.6663e-03],\n",
      "          [ 1.8512e-03, -4.0817e-03,  9.6506e-03,  ...,  7.8464e-03,\n",
      "            1.5484e-02,  1.6401e-02],\n",
      "          [ 1.7955e-02, -1.8923e-02, -1.2882e-02,  ..., -8.8156e-03,\n",
      "            5.3881e-03, -2.4037e-02],\n",
      "          ...,\n",
      "          [-9.4839e-03,  1.5347e-02, -1.0146e-02,  ...,  7.6639e-03,\n",
      "            1.4829e-02,  1.6223e-02],\n",
      "          [-1.2123e-02,  1.9095e-02, -6.6128e-03,  ...,  4.3761e-03,\n",
      "           -1.3488e-02, -4.5528e-03],\n",
      "          [-1.4995e-04, -3.0534e-03,  5.0619e-03,  ...,  1.3871e-02,\n",
      "           -8.0271e-03,  3.4033e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.2764e-03, -9.3596e-03, -1.7048e-02,  ..., -6.7400e-03,\n",
      "            6.3771e-03,  4.2834e-03],\n",
      "          [-2.2130e-02, -6.5766e-03,  1.8758e-02,  ..., -6.3839e-03,\n",
      "           -4.3359e-04,  2.7656e-03],\n",
      "          [-4.0569e-03,  8.6352e-03, -3.5285e-03,  ...,  7.3528e-03,\n",
      "            2.7109e-03, -1.0370e-02],\n",
      "          ...,\n",
      "          [ 8.8414e-03, -2.1697e-03,  3.4368e-03,  ..., -9.1239e-03,\n",
      "           -1.3705e-02,  1.0294e-02],\n",
      "          [ 3.3462e-02,  8.7628e-03, -6.9799e-04,  ..., -1.0976e-03,\n",
      "           -8.1309e-03,  1.0851e-02],\n",
      "          [ 5.9230e-03,  6.8455e-03,  1.0005e-02,  ...,  3.5182e-03,\n",
      "           -1.1680e-02, -4.7783e-04]],\n",
      "\n",
      "         [[-3.8814e-03, -3.8283e-03,  3.9692e-03,  ...,  1.4280e-02,\n",
      "           -4.1190e-03,  1.3626e-02],\n",
      "          [-7.4569e-03, -6.8945e-03,  5.9705e-03,  ..., -3.7320e-03,\n",
      "            1.7918e-02, -1.2399e-02],\n",
      "          [-1.1371e-02,  5.1707e-03,  4.6363e-03,  ...,  1.1546e-02,\n",
      "            1.4369e-02,  1.0849e-02],\n",
      "          ...,\n",
      "          [-6.4062e-03, -1.8123e-02, -1.8259e-02,  ...,  1.7007e-02,\n",
      "           -9.7621e-03, -1.9245e-02],\n",
      "          [-2.1673e-03, -1.0475e-03, -1.2683e-02,  ...,  7.2786e-03,\n",
      "           -1.5972e-03, -1.0056e-02],\n",
      "          [ 4.4929e-04,  6.2660e-03, -4.7973e-03,  ..., -1.3852e-02,\n",
      "           -7.0470e-03, -2.3864e-03]],\n",
      "\n",
      "         [[-3.0802e-02, -5.5819e-03, -1.2191e-02,  ..., -2.0736e-02,\n",
      "           -5.2108e-03, -1.3096e-02],\n",
      "          [-2.8009e-04,  2.1758e-03, -8.0324e-03,  ...,  1.4411e-03,\n",
      "            1.2058e-02,  1.6469e-02],\n",
      "          [ 3.1850e-03,  1.2352e-02,  1.2239e-02,  ...,  1.2950e-02,\n",
      "           -8.0985e-03,  6.7829e-03],\n",
      "          ...,\n",
      "          [ 5.2781e-03,  1.2112e-02,  1.2344e-02,  ...,  2.8458e-03,\n",
      "           -7.8415e-03,  1.2876e-02],\n",
      "          [-6.8711e-03, -1.0236e-02,  7.1478e-04,  ...,  1.6192e-02,\n",
      "            1.0410e-02,  1.0978e-02],\n",
      "          [ 6.7283e-03,  2.5671e-03, -6.2783e-03,  ..., -1.1288e-02,\n",
      "            5.5275e-03,  3.2791e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 3.7126e-03,  2.4500e-03,  1.2402e-02,  ..., -3.9371e-03,\n",
      "            5.1348e-03,  7.7939e-03],\n",
      "          [-2.6514e-03, -1.6699e-04,  2.1313e-02,  ..., -7.7772e-03,\n",
      "           -8.3822e-03, -6.1865e-03],\n",
      "          [ 6.6177e-03, -1.4816e-02, -7.8188e-03,  ..., -1.7736e-03,\n",
      "           -1.0479e-02, -6.9884e-04],\n",
      "          ...,\n",
      "          [-1.2217e-02, -1.4987e-02, -4.9682e-03,  ..., -2.1285e-02,\n",
      "            1.3727e-02,  2.5445e-03],\n",
      "          [ 1.5018e-02,  1.5256e-02, -5.6441e-03,  ...,  7.8507e-03,\n",
      "           -6.7229e-03, -1.3413e-03],\n",
      "          [ 8.7030e-03, -1.5695e-02, -2.1836e-02,  ...,  9.8210e-03,\n",
      "           -7.2584e-03,  9.6283e-03]],\n",
      "\n",
      "         [[ 4.2010e-03, -5.1740e-03,  1.4469e-03,  ..., -5.2721e-03,\n",
      "           -3.2955e-03,  1.5636e-02],\n",
      "          [ 1.2916e-03,  1.5482e-03,  7.3493e-03,  ...,  7.9133e-04,\n",
      "            1.3418e-02, -1.1317e-02],\n",
      "          [ 1.2074e-02, -2.2409e-03, -2.0495e-02,  ...,  1.0333e-02,\n",
      "            5.2856e-03,  8.1267e-03],\n",
      "          ...,\n",
      "          [ 3.4364e-03, -1.8943e-03, -3.0017e-03,  ...,  7.7760e-03,\n",
      "           -1.3841e-02,  7.0435e-03],\n",
      "          [-1.1390e-02, -1.4235e-02, -1.1526e-02,  ...,  2.2331e-03,\n",
      "           -2.8939e-03, -9.3082e-03],\n",
      "          [ 1.2062e-02, -1.8073e-03, -2.0209e-03,  ..., -4.7655e-03,\n",
      "            8.2511e-03,  2.4361e-03]],\n",
      "\n",
      "         [[ 1.2674e-02, -1.0341e-02, -2.2351e-03,  ...,  1.0436e-03,\n",
      "            4.5901e-03,  5.5177e-03],\n",
      "          [-4.6374e-03,  4.3995e-03, -9.7688e-03,  ...,  5.4208e-03,\n",
      "            4.6111e-03, -4.0940e-03],\n",
      "          [-1.5950e-02,  1.0798e-02,  1.1923e-02,  ...,  1.6100e-03,\n",
      "            6.9900e-03, -1.2812e-02],\n",
      "          ...,\n",
      "          [ 1.2809e-02, -1.2808e-03, -9.2669e-04,  ..., -4.5825e-03,\n",
      "           -5.9377e-06, -1.3064e-02],\n",
      "          [-3.1566e-04, -4.9654e-03,  1.2028e-03,  ...,  9.0141e-04,\n",
      "            2.9894e-03, -1.8696e-03],\n",
      "          [-2.3447e-03,  2.0053e-02,  8.2689e-03,  ..., -1.3498e-02,\n",
      "            3.7992e-03,  8.9612e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.3679e-02,  1.7995e-02,  3.2354e-04,  ..., -8.5598e-03,\n",
      "            8.1732e-03,  3.8254e-04],\n",
      "          [ 3.6520e-03, -3.8122e-03,  1.5781e-03,  ...,  1.2116e-02,\n",
      "           -1.8382e-02,  2.2212e-03],\n",
      "          [ 1.9302e-03, -1.1050e-02, -5.9383e-04,  ..., -1.8403e-02,\n",
      "            9.8301e-03,  1.5917e-02],\n",
      "          ...,\n",
      "          [ 2.1544e-03, -1.2131e-03, -4.3482e-03,  ..., -1.2666e-02,\n",
      "            6.8559e-04,  1.8186e-03],\n",
      "          [ 1.0060e-02,  1.5146e-02, -4.2363e-03,  ..., -1.0638e-02,\n",
      "            6.9547e-03,  5.4689e-03],\n",
      "          [-2.2326e-03,  1.3222e-02,  1.9471e-03,  ...,  1.6620e-02,\n",
      "            1.5289e-02,  4.4310e-03]],\n",
      "\n",
      "         [[ 1.9320e-03,  7.5175e-03,  1.2699e-02,  ..., -4.0449e-03,\n",
      "           -6.0980e-03,  9.2961e-04],\n",
      "          [-1.2113e-03, -1.2538e-02, -5.4411e-03,  ...,  2.0507e-02,\n",
      "           -2.0307e-02,  2.0702e-02],\n",
      "          [-4.7462e-03, -9.2718e-03, -4.3175e-03,  ...,  1.0657e-02,\n",
      "           -5.0154e-03,  3.8616e-03],\n",
      "          ...,\n",
      "          [ 1.5598e-02, -1.1605e-02, -1.7002e-03,  ..., -7.4315e-03,\n",
      "            1.2956e-02,  9.5803e-04],\n",
      "          [ 6.3338e-03,  4.8471e-03,  3.7579e-05,  ...,  8.9596e-03,\n",
      "            2.5563e-02,  5.5642e-03],\n",
      "          [ 9.9438e-03,  1.1354e-02,  1.2071e-02,  ...,  9.9927e-03,\n",
      "           -5.1126e-03,  6.0679e-03]],\n",
      "\n",
      "         [[-9.1125e-03,  3.1059e-05,  5.2241e-03,  ..., -1.3956e-02,\n",
      "           -1.3219e-02, -9.7242e-03],\n",
      "          [ 8.8485e-03,  7.8299e-03,  4.4836e-04,  ..., -4.4347e-03,\n",
      "           -5.4515e-03, -1.9219e-03],\n",
      "          [ 2.1651e-03,  3.6495e-03, -9.5017e-03,  ..., -1.1039e-02,\n",
      "           -2.2420e-02, -1.0334e-03],\n",
      "          ...,\n",
      "          [ 1.6405e-03,  9.1801e-03,  1.2252e-02,  ..., -6.2859e-03,\n",
      "           -2.4342e-03, -7.0363e-03],\n",
      "          [ 2.6978e-02, -8.5309e-03, -2.0128e-03,  ...,  1.4911e-02,\n",
      "            5.9156e-03, -4.8467e-03],\n",
      "          [ 1.3196e-02,  1.1525e-02,  9.2635e-03,  ...,  7.5311e-03,\n",
      "            2.1783e-02,  7.8750e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 2.2073e-03, -7.3229e-03, -1.5928e-02,  ...,  1.4704e-02,\n",
      "           -2.0079e-02,  9.5115e-04],\n",
      "          [-2.0194e-03,  6.9621e-03,  6.1462e-03,  ..., -4.2590e-03,\n",
      "            1.8999e-03,  1.7581e-02],\n",
      "          [ 4.2487e-03, -1.5252e-02,  5.9529e-03,  ...,  1.5269e-02,\n",
      "           -1.1399e-02,  7.0085e-03],\n",
      "          ...,\n",
      "          [ 2.2274e-02, -3.3428e-02,  3.8686e-03,  ...,  1.7246e-03,\n",
      "            1.4410e-02,  6.3991e-04],\n",
      "          [-1.3297e-02,  2.0872e-04, -5.0707e-03,  ..., -4.8127e-03,\n",
      "            1.5813e-02,  2.0162e-03],\n",
      "          [ 1.7730e-03, -1.1231e-03, -1.5450e-02,  ...,  4.9570e-03,\n",
      "           -1.0944e-03,  9.3651e-05]],\n",
      "\n",
      "         [[ 6.2083e-03,  7.0762e-03,  4.5604e-03,  ..., -7.1660e-03,\n",
      "           -1.3929e-03,  5.2788e-03],\n",
      "          [ 6.1589e-03,  1.2671e-02,  4.1582e-03,  ...,  1.1094e-02,\n",
      "           -4.1658e-03, -7.3868e-03],\n",
      "          [-1.4275e-02,  1.1748e-02,  2.0310e-03,  ...,  2.0339e-03,\n",
      "            1.9064e-02, -1.8939e-02],\n",
      "          ...,\n",
      "          [ 2.2386e-03, -9.3901e-03, -6.5659e-03,  ...,  1.2368e-02,\n",
      "           -1.7560e-02, -2.9381e-03],\n",
      "          [-1.3447e-02,  7.7170e-03, -1.5198e-02,  ...,  9.3572e-03,\n",
      "            1.0109e-02, -1.7400e-02],\n",
      "          [-1.5122e-02, -3.6235e-03,  7.4490e-03,  ...,  1.5509e-03,\n",
      "            1.3804e-02, -5.7462e-03]],\n",
      "\n",
      "         [[ 1.5960e-02, -2.8164e-03,  2.1117e-02,  ..., -3.2950e-03,\n",
      "           -6.5660e-03, -6.4351e-03],\n",
      "          [-1.6389e-02,  3.3847e-03, -1.8107e-03,  ..., -1.1542e-02,\n",
      "            2.7744e-03, -3.8966e-03],\n",
      "          [ 8.0710e-03,  5.5234e-03,  4.7886e-03,  ..., -8.4256e-03,\n",
      "            1.0427e-02, -1.1774e-02],\n",
      "          ...,\n",
      "          [-1.6505e-02,  8.0890e-03, -9.4952e-03,  ...,  8.6228e-03,\n",
      "           -4.4581e-03,  7.9209e-03],\n",
      "          [ 1.9292e-02, -4.9959e-03,  9.0852e-03,  ..., -6.0193e-03,\n",
      "            3.0290e-03, -5.6558e-03],\n",
      "          [-1.1665e-02, -6.4754e-03,  2.4142e-04,  ...,  9.7736e-03,\n",
      "           -1.1326e-02, -4.5885e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.2952e-03, -4.8087e-03, -5.0653e-03,  ...,  8.7434e-03,\n",
      "           -5.2530e-04, -1.2571e-02],\n",
      "          [-2.4750e-03, -4.3478e-03,  4.5552e-03,  ...,  3.4151e-03,\n",
      "            4.4763e-03, -7.5859e-03],\n",
      "          [-3.8055e-03, -4.6634e-03,  1.8310e-02,  ..., -3.8419e-03,\n",
      "           -9.1379e-03, -1.4473e-02],\n",
      "          ...,\n",
      "          [-6.8839e-03,  8.8460e-03, -3.2233e-03,  ...,  1.1567e-02,\n",
      "            1.3023e-02, -5.9573e-03],\n",
      "          [ 1.4021e-04, -1.3864e-02, -1.3229e-02,  ...,  1.0382e-02,\n",
      "           -1.6309e-03,  6.1104e-03],\n",
      "          [ 4.7689e-03,  4.4563e-03, -5.6917e-03,  ...,  2.5271e-03,\n",
      "            1.6625e-02, -3.0525e-04]],\n",
      "\n",
      "         [[-6.6106e-03,  1.6514e-03, -4.7454e-03,  ...,  1.0605e-02,\n",
      "           -8.8526e-03, -1.8236e-02],\n",
      "          [-9.5553e-03, -1.4532e-02, -1.1629e-02,  ..., -1.1250e-02,\n",
      "            5.3420e-03,  4.1754e-03],\n",
      "          [-1.1536e-02,  3.0873e-03,  8.7933e-03,  ...,  8.8965e-03,\n",
      "            1.5838e-03, -2.0661e-02],\n",
      "          ...,\n",
      "          [-2.2031e-02,  1.2437e-03,  1.4644e-02,  ..., -6.8588e-03,\n",
      "            1.4448e-02, -8.7638e-03],\n",
      "          [ 7.4429e-03,  1.2254e-02,  1.8661e-02,  ..., -1.3710e-03,\n",
      "           -1.2182e-02, -6.3185e-03],\n",
      "          [ 1.9745e-02,  6.0793e-04, -7.3002e-03,  ...,  3.0863e-03,\n",
      "            1.6497e-02,  5.7205e-03]],\n",
      "\n",
      "         [[ 4.1969e-03,  2.6028e-02,  3.8248e-03,  ..., -8.5278e-03,\n",
      "            3.9130e-03, -4.1017e-03],\n",
      "          [ 1.2037e-02,  1.3531e-02, -2.8220e-03,  ...,  1.5874e-02,\n",
      "           -7.4551e-04,  7.8126e-03],\n",
      "          [-6.5726e-03, -6.0199e-03, -5.9176e-03,  ...,  2.1857e-03,\n",
      "           -6.3111e-03, -1.2989e-02],\n",
      "          ...,\n",
      "          [ 2.0877e-02,  2.1264e-02, -1.1129e-02,  ..., -3.0492e-04,\n",
      "           -6.8612e-04,  4.5434e-03],\n",
      "          [-5.4087e-03, -5.2832e-04,  1.7442e-02,  ..., -2.1014e-03,\n",
      "            7.0070e-03, -1.9309e-03],\n",
      "          [ 6.7931e-04, -1.3054e-02,  3.6928e-03,  ..., -3.6851e-03,\n",
      "            7.5671e-03,  7.0902e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 8.5710e-04,  1.2662e-02,  1.3768e-02,  ..., -6.5457e-05,\n",
      "           -5.9336e-03,  2.1690e-02],\n",
      "          [ 1.4757e-02, -3.6760e-03,  1.3981e-02,  ..., -6.3351e-04,\n",
      "            4.4482e-03, -2.7547e-03],\n",
      "          [ 1.1703e-03,  1.5461e-02,  8.2665e-03,  ..., -2.1669e-02,\n",
      "            2.1609e-03,  1.3753e-02],\n",
      "          ...,\n",
      "          [ 1.3674e-02,  6.6926e-04,  7.5075e-03,  ...,  2.9614e-03,\n",
      "           -1.0843e-02, -2.0056e-02],\n",
      "          [ 1.4096e-03, -3.8234e-03,  4.8258e-03,  ..., -1.5130e-02,\n",
      "            7.5082e-05,  1.4040e-03],\n",
      "          [ 4.8084e-03,  2.8343e-04,  1.8210e-02,  ...,  1.8897e-02,\n",
      "           -1.7125e-02, -1.5831e-02]],\n",
      "\n",
      "         [[-1.2586e-03,  1.0936e-04,  7.9040e-03,  ..., -6.3548e-03,\n",
      "            5.7334e-03, -1.4882e-02],\n",
      "          [-7.5062e-03,  1.1377e-02,  5.5107e-03,  ..., -7.0613e-03,\n",
      "            6.2669e-04,  2.5116e-03],\n",
      "          [-4.7950e-03, -6.3965e-03, -3.1732e-04,  ..., -2.4610e-03,\n",
      "           -9.8707e-03, -1.1575e-02],\n",
      "          ...,\n",
      "          [ 5.3725e-03,  1.4869e-03,  6.9224e-03,  ...,  2.7541e-03,\n",
      "            7.3053e-03,  1.7880e-02],\n",
      "          [ 5.4417e-03,  7.0796e-03, -4.8027e-03,  ...,  4.3661e-03,\n",
      "           -8.7503e-03,  7.6818e-03],\n",
      "          [-4.1543e-03,  5.2983e-03,  7.6778e-03,  ...,  4.4038e-03,\n",
      "           -6.8782e-03,  1.0958e-02]],\n",
      "\n",
      "         [[ 1.1278e-02, -5.5155e-03, -9.5796e-03,  ...,  9.5628e-04,\n",
      "            1.9672e-02,  2.0017e-02],\n",
      "          [ 2.5379e-03, -2.9004e-03, -8.3210e-03,  ...,  1.0207e-02,\n",
      "            1.0542e-02, -1.1342e-02],\n",
      "          [-1.2261e-02, -3.3370e-03, -3.7473e-03,  ..., -5.2155e-03,\n",
      "           -8.5677e-03,  1.3158e-03],\n",
      "          ...,\n",
      "          [ 5.5791e-03, -8.6545e-03,  3.1622e-04,  ...,  1.4184e-02,\n",
      "            1.2108e-02, -2.0552e-03],\n",
      "          [-6.5686e-03,  1.8601e-02,  1.2687e-02,  ...,  1.2873e-02,\n",
      "           -7.0163e-03,  1.5595e-02],\n",
      "          [ 2.4658e-02, -1.1738e-02, -5.4320e-03,  ..., -1.1766e-04,\n",
      "           -1.4815e-02, -6.7188e-04]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.9009e-03,  4.7385e-03, -2.3507e-03,  ...,  7.4721e-03,\n",
      "           -1.0349e-02, -5.5235e-03],\n",
      "          [ 1.8982e-02, -6.7841e-03,  1.2334e-03,  ..., -3.5723e-03,\n",
      "           -2.4177e-03,  4.9149e-03],\n",
      "          [-1.5787e-03,  8.4486e-03, -1.6541e-02,  ..., -7.7678e-03,\n",
      "           -5.9367e-03, -6.7218e-03],\n",
      "          ...,\n",
      "          [ 1.5908e-02, -5.2855e-03,  3.1582e-02,  ..., -9.5713e-03,\n",
      "           -1.0115e-02,  3.0708e-03],\n",
      "          [-4.2540e-03,  9.6444e-03,  1.5886e-02,  ...,  5.0467e-03,\n",
      "            7.7267e-03,  5.9579e-03],\n",
      "          [-2.6230e-03, -8.7577e-03,  6.4906e-03,  ..., -9.5185e-03,\n",
      "           -4.4809e-03, -1.5880e-02]],\n",
      "\n",
      "         [[-8.4403e-03,  6.0121e-03,  1.9761e-02,  ...,  5.2666e-03,\n",
      "            1.1313e-03,  7.1393e-03],\n",
      "          [ 1.5932e-03,  1.1693e-02,  3.4300e-03,  ...,  4.5713e-03,\n",
      "           -1.0069e-02, -7.0899e-04],\n",
      "          [-3.7748e-03,  5.2560e-03, -1.2296e-04,  ...,  2.7180e-02,\n",
      "            3.0383e-03,  7.1616e-03],\n",
      "          ...,\n",
      "          [-1.1146e-02,  2.2367e-03, -9.7071e-03,  ..., -1.9219e-03,\n",
      "            6.6807e-03,  1.8766e-03],\n",
      "          [ 1.1983e-02, -6.7494e-05, -3.2999e-03,  ..., -1.0083e-02,\n",
      "            3.5048e-03, -1.4718e-02],\n",
      "          [-1.4268e-02,  8.6723e-04, -1.1964e-03,  ..., -1.1499e-02,\n",
      "            1.6970e-02,  1.7601e-02]],\n",
      "\n",
      "         [[-4.9590e-03, -3.7295e-03,  1.1628e-02,  ..., -1.0248e-02,\n",
      "            2.2725e-03, -1.2424e-02],\n",
      "          [ 1.3305e-02,  5.2967e-03, -1.0445e-02,  ...,  1.8755e-02,\n",
      "            2.5606e-02,  5.4562e-03],\n",
      "          [-1.4336e-02, -2.0913e-02,  2.6293e-03,  ..., -8.7690e-03,\n",
      "            1.1554e-02,  3.6078e-03],\n",
      "          ...,\n",
      "          [-8.5349e-04,  1.0934e-02, -9.7216e-03,  ..., -6.3256e-03,\n",
      "            3.6367e-03,  1.1852e-02],\n",
      "          [-6.6265e-03,  1.6922e-02, -1.1780e-02,  ...,  3.7480e-03,\n",
      "           -1.6295e-02, -2.4856e-03],\n",
      "          [ 1.1492e-02,  1.1326e-02, -3.8004e-03,  ..., -1.1324e-02,\n",
      "            2.2500e-02, -9.8929e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 8.0072e-03, -8.2404e-03,  2.3650e-02,  ...,  3.7584e-03,\n",
      "            1.0606e-04,  5.2108e-03],\n",
      "          [ 2.0333e-02, -4.8352e-03,  8.3592e-04,  ..., -7.5264e-03,\n",
      "            1.2005e-02,  4.4620e-03],\n",
      "          [ 1.3168e-02, -3.0570e-03, -6.2101e-03,  ..., -1.0207e-02,\n",
      "            2.1802e-04, -1.9274e-02],\n",
      "          ...,\n",
      "          [ 1.3997e-02,  1.2575e-02,  1.5331e-02,  ..., -1.7693e-02,\n",
      "            1.2693e-02,  3.2449e-03],\n",
      "          [ 3.3899e-03, -3.0786e-03, -1.2217e-04,  ...,  5.9771e-03,\n",
      "            1.6193e-02,  8.7358e-03],\n",
      "          [-1.7586e-02, -1.5524e-03, -7.8042e-03,  ..., -2.1197e-02,\n",
      "           -7.4109e-03, -4.3113e-03]],\n",
      "\n",
      "         [[ 1.0189e-02, -1.6288e-02,  2.3550e-04,  ...,  1.9424e-02,\n",
      "           -1.0943e-03, -3.0630e-03],\n",
      "          [ 9.1856e-04,  4.0994e-03,  4.4886e-03,  ..., -8.5804e-03,\n",
      "            6.4464e-03,  5.6120e-04],\n",
      "          [ 1.1645e-03, -9.7565e-03,  3.1994e-03,  ...,  2.0949e-02,\n",
      "            4.4152e-03,  2.0474e-03],\n",
      "          ...,\n",
      "          [-4.1136e-03, -1.4128e-02, -8.7303e-03,  ...,  2.7450e-03,\n",
      "            9.3665e-03,  1.9982e-03],\n",
      "          [-1.5117e-02,  3.1812e-03,  2.0583e-03,  ...,  1.5383e-02,\n",
      "           -1.8046e-03, -1.1604e-02],\n",
      "          [-3.6692e-03,  1.4828e-02,  7.3251e-03,  ..., -1.5938e-02,\n",
      "            1.3489e-02, -1.9607e-02]],\n",
      "\n",
      "         [[-5.3124e-03, -8.1164e-03, -8.4701e-04,  ...,  1.0307e-03,\n",
      "           -7.6715e-03,  5.4383e-03],\n",
      "          [ 1.0911e-02, -1.0162e-03, -9.5465e-03,  ..., -1.0360e-02,\n",
      "            6.7637e-03,  4.6955e-04],\n",
      "          [ 8.7822e-03, -1.0688e-02,  4.5477e-03,  ..., -9.0481e-03,\n",
      "            2.4742e-02,  8.2523e-03],\n",
      "          ...,\n",
      "          [-5.9851e-03,  1.6194e-02,  3.0124e-03,  ...,  8.6752e-03,\n",
      "            6.2588e-03,  2.1694e-03],\n",
      "          [ 1.2566e-03,  2.1554e-04, -8.6894e-03,  ...,  4.6889e-03,\n",
      "            2.6633e-03,  1.8008e-03],\n",
      "          [ 1.7044e-02, -4.8805e-03,  4.6879e-03,  ..., -4.6509e-03,\n",
      "           -2.6918e-03,  8.2401e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.8154e-04,  7.0498e-04,  3.8265e-03,  ...,  8.1665e-03,\n",
      "           -1.6456e-02, -1.1095e-02],\n",
      "          [-7.2698e-03, -2.5471e-03,  2.9481e-03,  ...,  4.9578e-03,\n",
      "           -2.7245e-03, -1.2045e-02],\n",
      "          [ 1.1519e-02, -2.1777e-02,  9.5140e-03,  ...,  8.7981e-03,\n",
      "           -6.3854e-03, -1.7637e-02],\n",
      "          ...,\n",
      "          [-1.5483e-02,  7.2728e-03, -2.7251e-03,  ...,  1.2220e-03,\n",
      "           -4.3224e-03, -7.4939e-03],\n",
      "          [-3.6685e-03, -2.5542e-02,  8.0122e-04,  ...,  9.4780e-03,\n",
      "           -1.0192e-02,  9.7827e-03],\n",
      "          [-3.2011e-03,  7.7245e-03, -2.7236e-03,  ..., -5.6163e-04,\n",
      "            4.8502e-03, -8.4008e-03]],\n",
      "\n",
      "         [[ 1.0192e-02,  1.2465e-02, -3.5430e-03,  ..., -8.9646e-03,\n",
      "           -3.9836e-03,  4.3378e-03],\n",
      "          [-2.5386e-03, -4.6861e-03,  1.1657e-03,  ...,  5.4801e-03,\n",
      "            1.3060e-03, -2.2174e-02],\n",
      "          [-1.8517e-02, -7.3934e-03, -1.6299e-02,  ...,  2.0800e-03,\n",
      "            2.4212e-03, -5.9478e-03],\n",
      "          ...,\n",
      "          [ 3.7791e-03, -7.0319e-03,  1.4512e-02,  ..., -1.0212e-02,\n",
      "            2.1568e-02,  1.0142e-03],\n",
      "          [ 1.3797e-02,  3.0857e-03, -1.0152e-02,  ..., -1.2232e-03,\n",
      "           -2.6584e-03,  8.2680e-03],\n",
      "          [-1.0442e-02, -4.2666e-03, -3.1191e-03,  ...,  5.7809e-03,\n",
      "           -5.7734e-03, -1.1825e-02]],\n",
      "\n",
      "         [[-1.4052e-02,  1.5296e-02, -3.9082e-03,  ...,  5.2121e-03,\n",
      "            1.2470e-02, -1.5757e-02],\n",
      "          [-1.6154e-03,  1.2118e-02, -9.9992e-03,  ..., -1.8512e-03,\n",
      "           -4.6279e-03,  1.9384e-02],\n",
      "          [-5.8439e-03,  3.3119e-03,  9.7105e-03,  ..., -2.1169e-02,\n",
      "            1.2580e-02,  5.5759e-03],\n",
      "          ...,\n",
      "          [-1.5814e-04, -4.8149e-03, -4.7723e-03,  ..., -3.8634e-03,\n",
      "            1.3556e-02,  3.0512e-03],\n",
      "          [-7.9581e-03, -9.2479e-03, -5.9969e-04,  ...,  5.2036e-03,\n",
      "            4.7288e-03,  6.0829e-03],\n",
      "          [-5.0169e-03, -1.4348e-02,  8.1301e-03,  ..., -5.0551e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            9.3776e-04,  9.3937e-03]]]])\n",
      "v.copy tensor([[[[ 5.3778e-04, -2.4923e-02,  6.8976e-03,  ...,  6.4138e-03,\n",
      "            9.1521e-03, -1.9147e-02],\n",
      "          [-9.2062e-04, -4.9727e-03,  8.1997e-03,  ..., -1.6501e-02,\n",
      "            9.6330e-03, -6.8302e-03],\n",
      "          [ 1.6147e-03,  2.8107e-03,  2.8771e-03,  ..., -1.7140e-02,\n",
      "           -1.5505e-03, -1.6565e-02],\n",
      "          ...,\n",
      "          [-6.4416e-04,  7.6690e-03,  1.1904e-02,  ...,  1.2634e-02,\n",
      "           -2.3952e-02,  6.2524e-03],\n",
      "          [ 4.8802e-03,  2.0669e-02,  6.3994e-03,  ...,  1.8147e-03,\n",
      "           -1.5351e-02, -8.6784e-03],\n",
      "          [-1.1616e-02, -1.6131e-02, -1.4156e-02,  ..., -3.4752e-03,\n",
      "           -1.6334e-02, -7.1788e-04]],\n",
      "\n",
      "         [[-6.6070e-03,  1.4820e-02,  2.1079e-03,  ...,  2.0728e-02,\n",
      "           -1.1469e-02, -2.6435e-03],\n",
      "          [-1.3996e-02,  2.1136e-03, -1.4042e-03,  ...,  7.8918e-03,\n",
      "           -9.3938e-03,  9.8893e-03],\n",
      "          [ 8.0053e-03,  3.7843e-03, -2.2433e-02,  ...,  1.4730e-02,\n",
      "           -1.5386e-03, -3.4745e-03],\n",
      "          ...,\n",
      "          [-1.6188e-02, -2.3377e-02,  3.2244e-03,  ..., -1.1497e-02,\n",
      "           -8.5757e-03,  1.1872e-02],\n",
      "          [ 2.4137e-02,  8.5823e-03, -9.1592e-03,  ...,  3.3403e-03,\n",
      "            2.1763e-03, -1.1281e-02],\n",
      "          [-9.3099e-03, -4.5810e-03,  2.3962e-03,  ...,  1.2571e-02,\n",
      "           -1.0319e-02, -2.5194e-04]],\n",
      "\n",
      "         [[-4.3466e-03, -3.3506e-03, -1.6316e-02,  ..., -1.4779e-02,\n",
      "           -7.1168e-03,  3.4559e-03],\n",
      "          [ 1.1215e-02,  2.6670e-03,  5.5729e-03,  ..., -1.2647e-02,\n",
      "            2.9177e-03,  6.7564e-04],\n",
      "          [ 1.6779e-03, -3.5471e-04,  4.8890e-03,  ..., -6.6050e-03,\n",
      "            3.9302e-03,  1.6053e-02],\n",
      "          ...,\n",
      "          [-1.2780e-02,  5.8386e-03, -1.6155e-02,  ..., -9.7879e-03,\n",
      "           -8.2192e-03, -1.2657e-02],\n",
      "          [ 1.4818e-02,  2.0039e-03, -1.2225e-02,  ..., -5.3145e-03,\n",
      "            8.0405e-03,  4.4245e-03],\n",
      "          [ 5.4277e-03, -1.1193e-02,  5.4451e-03,  ..., -1.7899e-03,\n",
      "            1.4230e-02,  1.0561e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.1951e-02,  2.3349e-03, -2.7081e-02,  ..., -1.9869e-02,\n",
      "           -8.4800e-03, -2.0615e-03],\n",
      "          [-4.7827e-03, -2.9007e-03, -1.2985e-02,  ..., -4.8535e-03,\n",
      "           -1.5795e-02, -3.6736e-03],\n",
      "          [ 2.9471e-04, -3.9320e-03, -6.0254e-03,  ..., -1.2021e-02,\n",
      "           -1.6155e-03, -3.4835e-03],\n",
      "          ...,\n",
      "          [-6.7903e-03,  8.1346e-03,  5.0527e-04,  ...,  2.3021e-03,\n",
      "           -1.3806e-02,  6.6343e-03],\n",
      "          [ 5.2991e-03,  1.2962e-02,  3.6036e-03,  ...,  4.7838e-03,\n",
      "            2.0710e-03, -1.1813e-02],\n",
      "          [-1.7034e-02,  7.0938e-04,  2.2320e-03,  ...,  1.2313e-02,\n",
      "           -5.9831e-03,  6.3503e-03]],\n",
      "\n",
      "         [[-2.3650e-02,  6.9146e-03,  6.3118e-03,  ..., -9.2340e-03,\n",
      "           -5.2772e-03, -4.6276e-04],\n",
      "          [-3.7585e-03,  4.4351e-03, -1.9923e-03,  ...,  9.9746e-04,\n",
      "            1.0310e-02,  3.0964e-03],\n",
      "          [ 3.2682e-03,  5.8650e-04, -1.3553e-02,  ..., -1.3557e-03,\n",
      "            7.9907e-03,  5.3839e-04],\n",
      "          ...,\n",
      "          [ 3.8855e-04, -1.5509e-03,  1.6116e-03,  ...,  1.9122e-03,\n",
      "           -1.2865e-02,  4.5090e-03],\n",
      "          [ 9.2276e-03,  1.2322e-02, -2.5809e-03,  ..., -1.1413e-03,\n",
      "            1.7062e-02, -1.3429e-03],\n",
      "          [-1.5610e-02, -1.2351e-03, -4.5907e-03,  ...,  3.6956e-04,\n",
      "           -2.8107e-02,  1.6434e-02]],\n",
      "\n",
      "         [[-5.9297e-03, -1.8368e-02,  1.3766e-02,  ...,  7.1758e-03,\n",
      "           -8.3563e-03,  6.6846e-03],\n",
      "          [ 1.5161e-02,  4.3562e-03,  3.3437e-03,  ...,  6.7465e-03,\n",
      "            1.1311e-02,  6.7111e-03],\n",
      "          [-1.0652e-02,  7.2650e-03,  8.6723e-03,  ..., -6.8752e-03,\n",
      "           -1.4526e-02,  1.6266e-02],\n",
      "          ...,\n",
      "          [-2.6848e-03,  1.5941e-02,  7.7598e-03,  ...,  1.0500e-02,\n",
      "            1.3906e-02, -1.9494e-02],\n",
      "          [ 1.7461e-02,  1.7995e-02,  3.6128e-03,  ...,  1.0424e-02,\n",
      "            1.1355e-02, -1.1461e-02],\n",
      "          [-1.6297e-02, -1.5411e-02, -1.7569e-02,  ..., -5.3462e-03,\n",
      "            2.7899e-04,  7.8902e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 1.2577e-03, -7.4808e-03, -4.9510e-03,  ..., -3.3806e-03,\n",
      "            8.5549e-03, -6.9560e-03],\n",
      "          [ 6.5615e-03, -1.0039e-02,  4.7998e-03,  ..., -8.9754e-03,\n",
      "            4.1951e-03, -6.6793e-03],\n",
      "          [-7.2744e-03, -1.6389e-02,  7.1118e-03,  ..., -1.0099e-02,\n",
      "            1.6130e-02, -1.7636e-03],\n",
      "          ...,\n",
      "          [-6.1129e-03,  1.0622e-02,  2.9076e-03,  ..., -1.9677e-03,\n",
      "            4.2230e-03,  1.2439e-03],\n",
      "          [-1.3413e-02, -1.4698e-02,  1.1631e-02,  ...,  4.7702e-03,\n",
      "           -6.7791e-03, -5.6194e-04],\n",
      "          [-1.4018e-03,  1.3109e-03, -7.5468e-03,  ..., -8.3364e-03,\n",
      "           -4.9880e-03,  9.6301e-03]],\n",
      "\n",
      "         [[-1.0405e-03, -6.9721e-03,  3.8885e-03,  ..., -6.1616e-03,\n",
      "           -6.3814e-03,  8.8386e-03],\n",
      "          [ 5.9896e-03,  3.5300e-03,  1.7180e-02,  ..., -3.4064e-03,\n",
      "            9.7301e-04, -1.2194e-02],\n",
      "          [-3.5239e-04,  4.5144e-03,  6.8107e-03,  ..., -9.4704e-03,\n",
      "            6.0489e-03,  8.4888e-03],\n",
      "          ...,\n",
      "          [ 1.0064e-02,  1.2928e-02,  1.3962e-02,  ...,  1.7057e-03,\n",
      "            6.8551e-03, -6.4541e-03],\n",
      "          [-1.0453e-03,  5.4395e-03,  1.3874e-02,  ..., -2.0771e-02,\n",
      "           -6.6148e-03,  1.0770e-02],\n",
      "          [ 1.7122e-03,  7.1291e-03,  2.0443e-03,  ...,  3.4875e-03,\n",
      "           -2.6165e-02, -1.7436e-02]],\n",
      "\n",
      "         [[ 5.2989e-03, -1.4327e-03,  6.0618e-03,  ..., -7.1504e-03,\n",
      "            2.4975e-02, -1.6663e-03],\n",
      "          [ 1.8512e-03, -4.0817e-03,  9.6506e-03,  ...,  7.8464e-03,\n",
      "            1.5484e-02,  1.6401e-02],\n",
      "          [ 1.7955e-02, -1.8923e-02, -1.2882e-02,  ..., -8.8156e-03,\n",
      "            5.3881e-03, -2.4037e-02],\n",
      "          ...,\n",
      "          [-9.4839e-03,  1.5347e-02, -1.0146e-02,  ...,  7.6639e-03,\n",
      "            1.4829e-02,  1.6223e-02],\n",
      "          [-1.2123e-02,  1.9095e-02, -6.6128e-03,  ...,  4.3761e-03,\n",
      "           -1.3488e-02, -4.5528e-03],\n",
      "          [-1.4995e-04, -3.0534e-03,  5.0619e-03,  ...,  1.3871e-02,\n",
      "           -8.0271e-03,  3.4033e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.2764e-03, -9.3596e-03, -1.7048e-02,  ..., -6.7400e-03,\n",
      "            6.3771e-03,  4.2834e-03],\n",
      "          [-2.2130e-02, -6.5766e-03,  1.8758e-02,  ..., -6.3839e-03,\n",
      "           -4.3359e-04,  2.7656e-03],\n",
      "          [-4.0569e-03,  8.6352e-03, -3.5285e-03,  ...,  7.3528e-03,\n",
      "            2.7109e-03, -1.0370e-02],\n",
      "          ...,\n",
      "          [ 8.8414e-03, -2.1697e-03,  3.4368e-03,  ..., -9.1239e-03,\n",
      "           -1.3705e-02,  1.0294e-02],\n",
      "          [ 3.3462e-02,  8.7628e-03, -6.9799e-04,  ..., -1.0976e-03,\n",
      "           -8.1309e-03,  1.0851e-02],\n",
      "          [ 5.9230e-03,  6.8455e-03,  1.0005e-02,  ...,  3.5182e-03,\n",
      "           -1.1680e-02, -4.7783e-04]],\n",
      "\n",
      "         [[-3.8814e-03, -3.8283e-03,  3.9692e-03,  ...,  1.4280e-02,\n",
      "           -4.1190e-03,  1.3626e-02],\n",
      "          [-7.4569e-03, -6.8945e-03,  5.9705e-03,  ..., -3.7320e-03,\n",
      "            1.7918e-02, -1.2399e-02],\n",
      "          [-1.1371e-02,  5.1707e-03,  4.6363e-03,  ...,  1.1546e-02,\n",
      "            1.4369e-02,  1.0849e-02],\n",
      "          ...,\n",
      "          [-6.4062e-03, -1.8123e-02, -1.8259e-02,  ...,  1.7007e-02,\n",
      "           -9.7621e-03, -1.9245e-02],\n",
      "          [-2.1673e-03, -1.0475e-03, -1.2683e-02,  ...,  7.2786e-03,\n",
      "           -1.5972e-03, -1.0056e-02],\n",
      "          [ 4.4929e-04,  6.2660e-03, -4.7973e-03,  ..., -1.3852e-02,\n",
      "           -7.0470e-03, -2.3864e-03]],\n",
      "\n",
      "         [[-3.0802e-02, -5.5819e-03, -1.2191e-02,  ..., -2.0736e-02,\n",
      "           -5.2108e-03, -1.3096e-02],\n",
      "          [-2.8009e-04,  2.1758e-03, -8.0324e-03,  ...,  1.4411e-03,\n",
      "            1.2058e-02,  1.6469e-02],\n",
      "          [ 3.1850e-03,  1.2352e-02,  1.2239e-02,  ...,  1.2950e-02,\n",
      "           -8.0985e-03,  6.7829e-03],\n",
      "          ...,\n",
      "          [ 5.2781e-03,  1.2112e-02,  1.2344e-02,  ...,  2.8458e-03,\n",
      "           -7.8415e-03,  1.2876e-02],\n",
      "          [-6.8711e-03, -1.0236e-02,  7.1478e-04,  ...,  1.6192e-02,\n",
      "            1.0410e-02,  1.0978e-02],\n",
      "          [ 6.7283e-03,  2.5671e-03, -6.2783e-03,  ..., -1.1288e-02,\n",
      "            5.5275e-03,  3.2791e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 3.7126e-03,  2.4500e-03,  1.2402e-02,  ..., -3.9371e-03,\n",
      "            5.1348e-03,  7.7939e-03],\n",
      "          [-2.6514e-03, -1.6699e-04,  2.1313e-02,  ..., -7.7772e-03,\n",
      "           -8.3822e-03, -6.1865e-03],\n",
      "          [ 6.6177e-03, -1.4816e-02, -7.8188e-03,  ..., -1.7736e-03,\n",
      "           -1.0479e-02, -6.9884e-04],\n",
      "          ...,\n",
      "          [-1.2217e-02, -1.4987e-02, -4.9682e-03,  ..., -2.1285e-02,\n",
      "            1.3727e-02,  2.5445e-03],\n",
      "          [ 1.5018e-02,  1.5256e-02, -5.6441e-03,  ...,  7.8507e-03,\n",
      "           -6.7229e-03, -1.3413e-03],\n",
      "          [ 8.7030e-03, -1.5695e-02, -2.1836e-02,  ...,  9.8210e-03,\n",
      "           -7.2584e-03,  9.6283e-03]],\n",
      "\n",
      "         [[ 4.2010e-03, -5.1740e-03,  1.4469e-03,  ..., -5.2721e-03,\n",
      "           -3.2955e-03,  1.5636e-02],\n",
      "          [ 1.2916e-03,  1.5482e-03,  7.3493e-03,  ...,  7.9133e-04,\n",
      "            1.3418e-02, -1.1317e-02],\n",
      "          [ 1.2074e-02, -2.2409e-03, -2.0495e-02,  ...,  1.0333e-02,\n",
      "            5.2856e-03,  8.1267e-03],\n",
      "          ...,\n",
      "          [ 3.4364e-03, -1.8943e-03, -3.0017e-03,  ...,  7.7760e-03,\n",
      "           -1.3841e-02,  7.0435e-03],\n",
      "          [-1.1390e-02, -1.4235e-02, -1.1526e-02,  ...,  2.2331e-03,\n",
      "           -2.8939e-03, -9.3082e-03],\n",
      "          [ 1.2062e-02, -1.8073e-03, -2.0209e-03,  ..., -4.7655e-03,\n",
      "            8.2511e-03,  2.4361e-03]],\n",
      "\n",
      "         [[ 1.2674e-02, -1.0341e-02, -2.2351e-03,  ...,  1.0436e-03,\n",
      "            4.5901e-03,  5.5177e-03],\n",
      "          [-4.6374e-03,  4.3995e-03, -9.7688e-03,  ...,  5.4208e-03,\n",
      "            4.6111e-03, -4.0940e-03],\n",
      "          [-1.5950e-02,  1.0798e-02,  1.1923e-02,  ...,  1.6100e-03,\n",
      "            6.9900e-03, -1.2812e-02],\n",
      "          ...,\n",
      "          [ 1.2809e-02, -1.2808e-03, -9.2669e-04,  ..., -4.5825e-03,\n",
      "           -5.9377e-06, -1.3064e-02],\n",
      "          [-3.1566e-04, -4.9654e-03,  1.2028e-03,  ...,  9.0141e-04,\n",
      "            2.9894e-03, -1.8696e-03],\n",
      "          [-2.3447e-03,  2.0053e-02,  8.2689e-03,  ..., -1.3498e-02,\n",
      "            3.7992e-03,  8.9612e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.3679e-02,  1.7995e-02,  3.2354e-04,  ..., -8.5598e-03,\n",
      "            8.1732e-03,  3.8254e-04],\n",
      "          [ 3.6520e-03, -3.8122e-03,  1.5781e-03,  ...,  1.2116e-02,\n",
      "           -1.8382e-02,  2.2212e-03],\n",
      "          [ 1.9302e-03, -1.1050e-02, -5.9383e-04,  ..., -1.8403e-02,\n",
      "            9.8301e-03,  1.5917e-02],\n",
      "          ...,\n",
      "          [ 2.1544e-03, -1.2131e-03, -4.3482e-03,  ..., -1.2666e-02,\n",
      "            6.8559e-04,  1.8186e-03],\n",
      "          [ 1.0060e-02,  1.5146e-02, -4.2363e-03,  ..., -1.0638e-02,\n",
      "            6.9547e-03,  5.4689e-03],\n",
      "          [-2.2326e-03,  1.3222e-02,  1.9471e-03,  ...,  1.6620e-02,\n",
      "            1.5289e-02,  4.4310e-03]],\n",
      "\n",
      "         [[ 1.9320e-03,  7.5175e-03,  1.2699e-02,  ..., -4.0449e-03,\n",
      "           -6.0980e-03,  9.2961e-04],\n",
      "          [-1.2113e-03, -1.2538e-02, -5.4411e-03,  ...,  2.0507e-02,\n",
      "           -2.0307e-02,  2.0702e-02],\n",
      "          [-4.7462e-03, -9.2718e-03, -4.3175e-03,  ...,  1.0657e-02,\n",
      "           -5.0154e-03,  3.8616e-03],\n",
      "          ...,\n",
      "          [ 1.5598e-02, -1.1605e-02, -1.7002e-03,  ..., -7.4315e-03,\n",
      "            1.2956e-02,  9.5803e-04],\n",
      "          [ 6.3338e-03,  4.8471e-03,  3.7579e-05,  ...,  8.9596e-03,\n",
      "            2.5563e-02,  5.5642e-03],\n",
      "          [ 9.9438e-03,  1.1354e-02,  1.2071e-02,  ...,  9.9927e-03,\n",
      "           -5.1126e-03,  6.0679e-03]],\n",
      "\n",
      "         [[-9.1125e-03,  3.1059e-05,  5.2241e-03,  ..., -1.3956e-02,\n",
      "           -1.3219e-02, -9.7242e-03],\n",
      "          [ 8.8485e-03,  7.8299e-03,  4.4836e-04,  ..., -4.4347e-03,\n",
      "           -5.4515e-03, -1.9219e-03],\n",
      "          [ 2.1651e-03,  3.6495e-03, -9.5017e-03,  ..., -1.1039e-02,\n",
      "           -2.2420e-02, -1.0334e-03],\n",
      "          ...,\n",
      "          [ 1.6405e-03,  9.1801e-03,  1.2252e-02,  ..., -6.2859e-03,\n",
      "           -2.4342e-03, -7.0363e-03],\n",
      "          [ 2.6978e-02, -8.5309e-03, -2.0128e-03,  ...,  1.4911e-02,\n",
      "            5.9156e-03, -4.8467e-03],\n",
      "          [ 1.3196e-02,  1.1525e-02,  9.2635e-03,  ...,  7.5311e-03,\n",
      "            2.1783e-02,  7.8750e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 2.2073e-03, -7.3229e-03, -1.5928e-02,  ...,  1.4704e-02,\n",
      "           -2.0079e-02,  9.5115e-04],\n",
      "          [-2.0194e-03,  6.9621e-03,  6.1462e-03,  ..., -4.2590e-03,\n",
      "            1.8999e-03,  1.7581e-02],\n",
      "          [ 4.2487e-03, -1.5252e-02,  5.9529e-03,  ...,  1.5269e-02,\n",
      "           -1.1399e-02,  7.0085e-03],\n",
      "          ...,\n",
      "          [ 2.2274e-02, -3.3428e-02,  3.8686e-03,  ...,  1.7246e-03,\n",
      "            1.4410e-02,  6.3991e-04],\n",
      "          [-1.3297e-02,  2.0872e-04, -5.0707e-03,  ..., -4.8127e-03,\n",
      "            1.5813e-02,  2.0162e-03],\n",
      "          [ 1.7730e-03, -1.1231e-03, -1.5450e-02,  ...,  4.9570e-03,\n",
      "           -1.0944e-03,  9.3651e-05]],\n",
      "\n",
      "         [[ 6.2083e-03,  7.0762e-03,  4.5604e-03,  ..., -7.1660e-03,\n",
      "           -1.3929e-03,  5.2788e-03],\n",
      "          [ 6.1589e-03,  1.2671e-02,  4.1582e-03,  ...,  1.1094e-02,\n",
      "           -4.1658e-03, -7.3868e-03],\n",
      "          [-1.4275e-02,  1.1748e-02,  2.0310e-03,  ...,  2.0339e-03,\n",
      "            1.9064e-02, -1.8939e-02],\n",
      "          ...,\n",
      "          [ 2.2386e-03, -9.3901e-03, -6.5659e-03,  ...,  1.2368e-02,\n",
      "           -1.7560e-02, -2.9381e-03],\n",
      "          [-1.3447e-02,  7.7170e-03, -1.5198e-02,  ...,  9.3572e-03,\n",
      "            1.0109e-02, -1.7400e-02],\n",
      "          [-1.5122e-02, -3.6235e-03,  7.4490e-03,  ...,  1.5509e-03,\n",
      "            1.3804e-02, -5.7462e-03]],\n",
      "\n",
      "         [[ 1.5960e-02, -2.8164e-03,  2.1117e-02,  ..., -3.2950e-03,\n",
      "           -6.5660e-03, -6.4351e-03],\n",
      "          [-1.6389e-02,  3.3847e-03, -1.8107e-03,  ..., -1.1542e-02,\n",
      "            2.7744e-03, -3.8966e-03],\n",
      "          [ 8.0710e-03,  5.5234e-03,  4.7886e-03,  ..., -8.4256e-03,\n",
      "            1.0427e-02, -1.1774e-02],\n",
      "          ...,\n",
      "          [-1.6505e-02,  8.0890e-03, -9.4952e-03,  ...,  8.6228e-03,\n",
      "           -4.4581e-03,  7.9209e-03],\n",
      "          [ 1.9292e-02, -4.9959e-03,  9.0852e-03,  ..., -6.0193e-03,\n",
      "            3.0290e-03, -5.6558e-03],\n",
      "          [-1.1665e-02, -6.4754e-03,  2.4142e-04,  ...,  9.7736e-03,\n",
      "           -1.1326e-02, -4.5885e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.2952e-03, -4.8087e-03, -5.0653e-03,  ...,  8.7434e-03,\n",
      "           -5.2530e-04, -1.2571e-02],\n",
      "          [-2.4750e-03, -4.3478e-03,  4.5552e-03,  ...,  3.4151e-03,\n",
      "            4.4763e-03, -7.5859e-03],\n",
      "          [-3.8055e-03, -4.6634e-03,  1.8310e-02,  ..., -3.8419e-03,\n",
      "           -9.1379e-03, -1.4473e-02],\n",
      "          ...,\n",
      "          [-6.8839e-03,  8.8460e-03, -3.2233e-03,  ...,  1.1567e-02,\n",
      "            1.3023e-02, -5.9573e-03],\n",
      "          [ 1.4021e-04, -1.3864e-02, -1.3229e-02,  ...,  1.0382e-02,\n",
      "           -1.6309e-03,  6.1104e-03],\n",
      "          [ 4.7689e-03,  4.4563e-03, -5.6917e-03,  ...,  2.5271e-03,\n",
      "            1.6625e-02, -3.0525e-04]],\n",
      "\n",
      "         [[-6.6106e-03,  1.6514e-03, -4.7454e-03,  ...,  1.0605e-02,\n",
      "           -8.8526e-03, -1.8236e-02],\n",
      "          [-9.5553e-03, -1.4532e-02, -1.1629e-02,  ..., -1.1250e-02,\n",
      "            5.3420e-03,  4.1754e-03],\n",
      "          [-1.1536e-02,  3.0873e-03,  8.7933e-03,  ...,  8.8965e-03,\n",
      "            1.5838e-03, -2.0661e-02],\n",
      "          ...,\n",
      "          [-2.2031e-02,  1.2437e-03,  1.4644e-02,  ..., -6.8588e-03,\n",
      "            1.4448e-02, -8.7638e-03],\n",
      "          [ 7.4429e-03,  1.2254e-02,  1.8661e-02,  ..., -1.3710e-03,\n",
      "           -1.2182e-02, -6.3185e-03],\n",
      "          [ 1.9745e-02,  6.0793e-04, -7.3002e-03,  ...,  3.0863e-03,\n",
      "            1.6497e-02,  5.7205e-03]],\n",
      "\n",
      "         [[ 4.1969e-03,  2.6028e-02,  3.8248e-03,  ..., -8.5278e-03,\n",
      "            3.9130e-03, -4.1017e-03],\n",
      "          [ 1.2037e-02,  1.3531e-02, -2.8220e-03,  ...,  1.5874e-02,\n",
      "           -7.4551e-04,  7.8126e-03],\n",
      "          [-6.5726e-03, -6.0199e-03, -5.9176e-03,  ...,  2.1857e-03,\n",
      "           -6.3111e-03, -1.2989e-02],\n",
      "          ...,\n",
      "          [ 2.0877e-02,  2.1264e-02, -1.1129e-02,  ..., -3.0492e-04,\n",
      "           -6.8612e-04,  4.5434e-03],\n",
      "          [-5.4087e-03, -5.2832e-04,  1.7442e-02,  ..., -2.1014e-03,\n",
      "            7.0070e-03, -1.9309e-03],\n",
      "          [ 6.7931e-04, -1.3054e-02,  3.6928e-03,  ..., -3.6851e-03,\n",
      "            7.5671e-03,  7.0902e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 8.5710e-04,  1.2662e-02,  1.3768e-02,  ..., -6.5457e-05,\n",
      "           -5.9336e-03,  2.1690e-02],\n",
      "          [ 1.4757e-02, -3.6760e-03,  1.3981e-02,  ..., -6.3351e-04,\n",
      "            4.4482e-03, -2.7547e-03],\n",
      "          [ 1.1703e-03,  1.5461e-02,  8.2665e-03,  ..., -2.1669e-02,\n",
      "            2.1609e-03,  1.3753e-02],\n",
      "          ...,\n",
      "          [ 1.3674e-02,  6.6926e-04,  7.5075e-03,  ...,  2.9614e-03,\n",
      "           -1.0843e-02, -2.0056e-02],\n",
      "          [ 1.4096e-03, -3.8234e-03,  4.8258e-03,  ..., -1.5130e-02,\n",
      "            7.5082e-05,  1.4040e-03],\n",
      "          [ 4.8084e-03,  2.8343e-04,  1.8210e-02,  ...,  1.8897e-02,\n",
      "           -1.7125e-02, -1.5831e-02]],\n",
      "\n",
      "         [[-1.2586e-03,  1.0936e-04,  7.9040e-03,  ..., -6.3548e-03,\n",
      "            5.7334e-03, -1.4882e-02],\n",
      "          [-7.5062e-03,  1.1377e-02,  5.5107e-03,  ..., -7.0613e-03,\n",
      "            6.2669e-04,  2.5116e-03],\n",
      "          [-4.7950e-03, -6.3965e-03, -3.1732e-04,  ..., -2.4610e-03,\n",
      "           -9.8707e-03, -1.1575e-02],\n",
      "          ...,\n",
      "          [ 5.3725e-03,  1.4869e-03,  6.9224e-03,  ...,  2.7541e-03,\n",
      "            7.3053e-03,  1.7880e-02],\n",
      "          [ 5.4417e-03,  7.0796e-03, -4.8027e-03,  ...,  4.3661e-03,\n",
      "           -8.7503e-03,  7.6818e-03],\n",
      "          [-4.1543e-03,  5.2983e-03,  7.6778e-03,  ...,  4.4038e-03,\n",
      "           -6.8782e-03,  1.0958e-02]],\n",
      "\n",
      "         [[ 1.1278e-02, -5.5155e-03, -9.5796e-03,  ...,  9.5628e-04,\n",
      "            1.9672e-02,  2.0017e-02],\n",
      "          [ 2.5379e-03, -2.9004e-03, -8.3210e-03,  ...,  1.0207e-02,\n",
      "            1.0542e-02, -1.1342e-02],\n",
      "          [-1.2261e-02, -3.3370e-03, -3.7473e-03,  ..., -5.2155e-03,\n",
      "           -8.5677e-03,  1.3158e-03],\n",
      "          ...,\n",
      "          [ 5.5791e-03, -8.6545e-03,  3.1622e-04,  ...,  1.4184e-02,\n",
      "            1.2108e-02, -2.0552e-03],\n",
      "          [-6.5686e-03,  1.8601e-02,  1.2687e-02,  ...,  1.2873e-02,\n",
      "           -7.0163e-03,  1.5595e-02],\n",
      "          [ 2.4658e-02, -1.1738e-02, -5.4320e-03,  ..., -1.1766e-04,\n",
      "           -1.4815e-02, -6.7188e-04]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.9009e-03,  4.7385e-03, -2.3507e-03,  ...,  7.4721e-03,\n",
      "           -1.0349e-02, -5.5235e-03],\n",
      "          [ 1.8982e-02, -6.7841e-03,  1.2334e-03,  ..., -3.5723e-03,\n",
      "           -2.4177e-03,  4.9149e-03],\n",
      "          [-1.5787e-03,  8.4486e-03, -1.6541e-02,  ..., -7.7678e-03,\n",
      "           -5.9367e-03, -6.7218e-03],\n",
      "          ...,\n",
      "          [ 1.5908e-02, -5.2855e-03,  3.1582e-02,  ..., -9.5713e-03,\n",
      "           -1.0115e-02,  3.0708e-03],\n",
      "          [-4.2540e-03,  9.6444e-03,  1.5886e-02,  ...,  5.0467e-03,\n",
      "            7.7267e-03,  5.9579e-03],\n",
      "          [-2.6230e-03, -8.7577e-03,  6.4906e-03,  ..., -9.5185e-03,\n",
      "           -4.4809e-03, -1.5880e-02]],\n",
      "\n",
      "         [[-8.4403e-03,  6.0121e-03,  1.9761e-02,  ...,  5.2666e-03,\n",
      "            1.1313e-03,  7.1393e-03],\n",
      "          [ 1.5932e-03,  1.1693e-02,  3.4300e-03,  ...,  4.5713e-03,\n",
      "           -1.0069e-02, -7.0899e-04],\n",
      "          [-3.7748e-03,  5.2560e-03, -1.2296e-04,  ...,  2.7180e-02,\n",
      "            3.0383e-03,  7.1616e-03],\n",
      "          ...,\n",
      "          [-1.1146e-02,  2.2367e-03, -9.7071e-03,  ..., -1.9219e-03,\n",
      "            6.6807e-03,  1.8766e-03],\n",
      "          [ 1.1983e-02, -6.7494e-05, -3.2999e-03,  ..., -1.0083e-02,\n",
      "            3.5048e-03, -1.4718e-02],\n",
      "          [-1.4268e-02,  8.6723e-04, -1.1964e-03,  ..., -1.1499e-02,\n",
      "            1.6970e-02,  1.7601e-02]],\n",
      "\n",
      "         [[-4.9590e-03, -3.7295e-03,  1.1628e-02,  ..., -1.0248e-02,\n",
      "            2.2725e-03, -1.2424e-02],\n",
      "          [ 1.3305e-02,  5.2967e-03, -1.0445e-02,  ...,  1.8755e-02,\n",
      "            2.5606e-02,  5.4562e-03],\n",
      "          [-1.4336e-02, -2.0913e-02,  2.6293e-03,  ..., -8.7690e-03,\n",
      "            1.1554e-02,  3.6078e-03],\n",
      "          ...,\n",
      "          [-8.5349e-04,  1.0934e-02, -9.7216e-03,  ..., -6.3256e-03,\n",
      "            3.6367e-03,  1.1852e-02],\n",
      "          [-6.6265e-03,  1.6922e-02, -1.1780e-02,  ...,  3.7480e-03,\n",
      "           -1.6295e-02, -2.4856e-03],\n",
      "          [ 1.1492e-02,  1.1326e-02, -3.8004e-03,  ..., -1.1324e-02,\n",
      "            2.2500e-02, -9.8929e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 8.0072e-03, -8.2404e-03,  2.3650e-02,  ...,  3.7584e-03,\n",
      "            1.0606e-04,  5.2108e-03],\n",
      "          [ 2.0333e-02, -4.8352e-03,  8.3592e-04,  ..., -7.5264e-03,\n",
      "            1.2005e-02,  4.4620e-03],\n",
      "          [ 1.3168e-02, -3.0570e-03, -6.2101e-03,  ..., -1.0207e-02,\n",
      "            2.1802e-04, -1.9274e-02],\n",
      "          ...,\n",
      "          [ 1.3997e-02,  1.2575e-02,  1.5331e-02,  ..., -1.7693e-02,\n",
      "            1.2693e-02,  3.2449e-03],\n",
      "          [ 3.3899e-03, -3.0786e-03, -1.2217e-04,  ...,  5.9771e-03,\n",
      "            1.6193e-02,  8.7358e-03],\n",
      "          [-1.7586e-02, -1.5524e-03, -7.8042e-03,  ..., -2.1197e-02,\n",
      "           -7.4109e-03, -4.3113e-03]],\n",
      "\n",
      "         [[ 1.0189e-02, -1.6288e-02,  2.3550e-04,  ...,  1.9424e-02,\n",
      "           -1.0943e-03, -3.0630e-03],\n",
      "          [ 9.1856e-04,  4.0994e-03,  4.4886e-03,  ..., -8.5804e-03,\n",
      "            6.4464e-03,  5.6120e-04],\n",
      "          [ 1.1645e-03, -9.7565e-03,  3.1994e-03,  ...,  2.0949e-02,\n",
      "            4.4152e-03,  2.0474e-03],\n",
      "          ...,\n",
      "          [-4.1136e-03, -1.4128e-02, -8.7303e-03,  ...,  2.7450e-03,\n",
      "            9.3665e-03,  1.9982e-03],\n",
      "          [-1.5117e-02,  3.1812e-03,  2.0583e-03,  ...,  1.5383e-02,\n",
      "           -1.8046e-03, -1.1604e-02],\n",
      "          [-3.6692e-03,  1.4828e-02,  7.3251e-03,  ..., -1.5938e-02,\n",
      "            1.3489e-02, -1.9607e-02]],\n",
      "\n",
      "         [[-5.3124e-03, -8.1164e-03, -8.4701e-04,  ...,  1.0307e-03,\n",
      "           -7.6715e-03,  5.4383e-03],\n",
      "          [ 1.0911e-02, -1.0162e-03, -9.5465e-03,  ..., -1.0360e-02,\n",
      "            6.7637e-03,  4.6955e-04],\n",
      "          [ 8.7822e-03, -1.0688e-02,  4.5477e-03,  ..., -9.0481e-03,\n",
      "            2.4742e-02,  8.2523e-03],\n",
      "          ...,\n",
      "          [-5.9851e-03,  1.6194e-02,  3.0124e-03,  ...,  8.6752e-03,\n",
      "            6.2588e-03,  2.1694e-03],\n",
      "          [ 1.2566e-03,  2.1554e-04, -8.6894e-03,  ...,  4.6889e-03,\n",
      "            2.6633e-03,  1.8008e-03],\n",
      "          [ 1.7044e-02, -4.8805e-03,  4.6879e-03,  ..., -4.6509e-03,\n",
      "           -2.6918e-03,  8.2401e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.8154e-04,  7.0498e-04,  3.8265e-03,  ...,  8.1665e-03,\n",
      "           -1.6456e-02, -1.1095e-02],\n",
      "          [-7.2698e-03, -2.5471e-03,  2.9481e-03,  ...,  4.9578e-03,\n",
      "           -2.7245e-03, -1.2045e-02],\n",
      "          [ 1.1519e-02, -2.1777e-02,  9.5140e-03,  ...,  8.7981e-03,\n",
      "           -6.3854e-03, -1.7637e-02],\n",
      "          ...,\n",
      "          [-1.5483e-02,  7.2728e-03, -2.7251e-03,  ...,  1.2220e-03,\n",
      "           -4.3224e-03, -7.4939e-03],\n",
      "          [-3.6685e-03, -2.5542e-02,  8.0122e-04,  ...,  9.4780e-03,\n",
      "           -1.0192e-02,  9.7827e-03],\n",
      "          [-3.2011e-03,  7.7245e-03, -2.7236e-03,  ..., -5.6163e-04,\n",
      "            4.8502e-03, -8.4008e-03]],\n",
      "\n",
      "         [[ 1.0192e-02,  1.2465e-02, -3.5430e-03,  ..., -8.9646e-03,\n",
      "           -3.9836e-03,  4.3378e-03],\n",
      "          [-2.5386e-03, -4.6861e-03,  1.1657e-03,  ...,  5.4801e-03,\n",
      "            1.3060e-03, -2.2174e-02],\n",
      "          [-1.8517e-02, -7.3934e-03, -1.6299e-02,  ...,  2.0800e-03,\n",
      "            2.4212e-03, -5.9478e-03],\n",
      "          ...,\n",
      "          [ 3.7791e-03, -7.0319e-03,  1.4512e-02,  ..., -1.0212e-02,\n",
      "            2.1568e-02,  1.0142e-03],\n",
      "          [ 1.3797e-02,  3.0857e-03, -1.0152e-02,  ..., -1.2232e-03,\n",
      "           -2.6584e-03,  8.2680e-03],\n",
      "          [-1.0442e-02, -4.2666e-03, -3.1191e-03,  ...,  5.7809e-03,\n",
      "           -5.7734e-03, -1.1825e-02]],\n",
      "\n",
      "         [[-1.4052e-02,  1.5296e-02, -3.9082e-03,  ...,  5.2121e-03,\n",
      "            1.2470e-02, -1.5757e-02],\n",
      "          [-1.6154e-03,  1.2118e-02, -9.9992e-03,  ..., -1.8512e-03,\n",
      "           -4.6279e-03,  1.9384e-02],\n",
      "          [-5.8439e-03,  3.3119e-03,  9.7105e-03,  ..., -2.1169e-02,\n",
      "            1.2580e-02,  5.5759e-03],\n",
      "          ...,\n",
      "          [-1.5814e-04, -4.8149e-03, -4.7723e-03,  ..., -3.8634e-03,\n",
      "            1.3556e-02,  3.0512e-03],\n",
      "          [-7.9581e-03, -9.2479e-03, -5.9969e-04,  ...,  5.2036e-03,\n",
      "            4.7288e-03,  6.0829e-03],\n",
      "          [-5.0169e-03, -1.4348e-02,  8.1301e-03,  ..., -5.0551e-03,\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            9.3776e-04,  9.3937e-03]]]])\n",
      "k CCN.de_stage_1.0.conv.bias\n",
      "v tensor([-0.0060, -0.0008,  0.0077,  0.0140, -0.0041,  0.0123,  0.0108, -0.0189,\n",
      "         0.0117,  0.0250, -0.0140,  0.0226,  0.0225, -0.0060, -0.0012, -0.0116,\n",
      "        -0.0079,  0.0193,  0.0231, -0.0179])\n",
      "param tensor([ 2.2794e-06, -3.0892e-06, -2.1856e-06,  2.8749e-06, -1.3700e-05,\n",
      "         3.2260e-07, -2.0052e-06, -2.9658e-06, -4.9207e-06,  1.5559e-07,\n",
      "         9.9736e-08,  5.0739e-08, -4.2428e-06,  3.8137e-06,  7.4122e-06,\n",
      "         4.1255e-07,  1.4031e-06, -4.2922e-06, -8.6016e-06,  1.5821e-07])\n",
      "v.copy tensor([ 2.2794e-06, -3.0892e-06, -2.1856e-06,  2.8749e-06, -1.3700e-05,\n",
      "         3.2260e-07, -2.0052e-06, -2.9658e-06, -4.9207e-06,  1.5559e-07,\n",
      "         9.9736e-08,  5.0739e-08, -4.2428e-06,  3.8137e-06,  7.4122e-06,\n",
      "         4.1255e-07,  1.4031e-06, -4.2922e-06, -8.6016e-06,  1.5821e-07])\n",
      "k CCN.de_stage_1.0.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2500])\n",
      "v.copy tensor([0.2500])\n",
      "k CCN.de_stage_1.2.conv.weight\n",
      "v tensor([[[[-3.2803e-02,  3.8467e-02, -2.8394e-02, -3.7856e-02,  3.6563e-02],\n",
      "          [ 1.8675e-02, -3.9445e-03, -1.9268e-02, -1.4285e-02,  2.5353e-02],\n",
      "          [ 2.5586e-02, -3.2528e-02,  2.7273e-02,  3.8210e-02,  1.1612e-02],\n",
      "          [ 2.2116e-02, -4.8169e-03,  2.0436e-02,  3.3693e-02, -2.7446e-02],\n",
      "          [ 3.2025e-03, -4.7523e-03, -3.9698e-02, -2.5859e-02,  6.6013e-03]],\n",
      "\n",
      "         [[ 4.2824e-02, -6.7469e-03, -1.9540e-02, -2.1201e-02,  1.5151e-02],\n",
      "          [ 9.4450e-03,  4.0678e-02,  3.2392e-02,  9.6698e-04, -2.5635e-02],\n",
      "          [-4.3952e-02, -7.7742e-03, -2.6844e-02, -3.7836e-02,  2.6997e-02],\n",
      "          [-4.3414e-03, -1.7374e-02,  3.1431e-02,  3.3473e-02, -4.2676e-03],\n",
      "          [-4.3262e-02, -1.6823e-03, -6.6856e-03, -3.4798e-02, -3.4311e-02]],\n",
      "\n",
      "         [[ 1.3413e-02,  9.6878e-03,  1.6438e-02, -2.6849e-02,  3.3187e-02],\n",
      "          [ 2.6982e-03, -1.9334e-02, -3.4433e-02,  3.4459e-03, -4.3696e-02],\n",
      "          [-3.5230e-02, -2.7617e-02,  7.4193e-03, -7.6668e-03,  2.8218e-02],\n",
      "          [ 3.6274e-03, -4.0515e-02, -3.2951e-02, -3.4776e-02, -2.1799e-02],\n",
      "          [-2.7443e-04,  1.3893e-02,  3.0571e-02,  2.4857e-02, -1.9618e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.8885e-02,  1.7023e-02,  3.7429e-02,  3.7469e-02, -2.4381e-02],\n",
      "          [-3.8127e-02, -5.2740e-03, -9.4369e-03, -1.7610e-02,  2.5397e-02],\n",
      "          [-3.8842e-02, -6.7295e-03,  3.3264e-02, -2.8396e-02,  2.1579e-03],\n",
      "          [-1.6340e-02,  2.7661e-02, -2.3678e-02,  4.8472e-03, -1.7536e-02],\n",
      "          [ 3.2693e-02,  1.7769e-02, -2.7076e-02, -2.2401e-02,  4.3892e-02]],\n",
      "\n",
      "         [[-2.7560e-02, -4.0762e-02, -2.4740e-03,  1.7294e-02, -4.0950e-02],\n",
      "          [-2.5496e-02,  8.1048e-03, -1.9295e-02,  4.2173e-02,  1.5082e-02],\n",
      "          [-5.9256e-03,  1.2698e-02, -2.5824e-03,  4.0089e-02, -3.7319e-02],\n",
      "          [ 1.9761e-02,  2.1052e-02,  3.2356e-02, -1.0707e-02,  4.1056e-02],\n",
      "          [-3.3873e-02, -1.2819e-02,  1.4717e-02, -2.0793e-03, -6.3924e-03]],\n",
      "\n",
      "         [[-1.4873e-02, -7.1600e-04, -2.1840e-02,  2.9877e-02,  2.1560e-02],\n",
      "          [ 4.0294e-02,  3.0730e-02,  3.6224e-02,  1.4559e-02,  5.5772e-03],\n",
      "          [ 2.6197e-02, -2.4246e-02, -3.6423e-02, -4.0452e-02, -3.4982e-02],\n",
      "          [-6.0486e-03,  3.6026e-02,  3.0750e-02, -2.3176e-02,  3.6667e-02],\n",
      "          [ 2.9241e-03,  4.3244e-02, -4.4496e-02,  1.7873e-02,  1.5546e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 3.6796e-02, -3.3928e-03, -3.5955e-02, -1.2841e-02,  1.2658e-02],\n",
      "          [ 2.5262e-02,  9.8157e-03, -6.4732e-03, -2.8329e-02,  1.9932e-02],\n",
      "          [-1.0337e-02,  3.0849e-02, -4.4196e-02, -6.2526e-03,  3.5426e-02],\n",
      "          [-2.9550e-02,  2.7000e-02,  3.5922e-02,  3.2831e-02, -4.3075e-02],\n",
      "          [ 4.6587e-03,  4.4367e-02, -2.0542e-02, -1.3783e-02,  1.1677e-02]],\n",
      "\n",
      "         [[ 1.9736e-02,  3.7803e-02, -3.4731e-02, -9.9469e-03,  4.2305e-02],\n",
      "          [-3.5623e-02, -1.2619e-02,  2.2634e-02,  1.3988e-02, -4.2799e-03],\n",
      "          [-2.1633e-02, -1.3848e-02,  2.6890e-02, -2.4897e-02,  3.2494e-02],\n",
      "          [ 1.9335e-02,  3.6182e-02,  3.7715e-02, -1.4680e-02,  2.7109e-02],\n",
      "          [ 3.5506e-04,  2.9171e-02, -3.2523e-02, -1.3442e-02,  2.4968e-02]],\n",
      "\n",
      "         [[ 1.7688e-02, -3.8782e-02,  3.4422e-02,  3.6485e-04,  4.1116e-02],\n",
      "          [ 2.5895e-02, -7.9819e-03,  4.4644e-02,  3.5326e-02, -4.1915e-02],\n",
      "          [-6.6975e-03, -4.0865e-02, -1.5245e-02,  1.0544e-02, -3.9373e-02],\n",
      "          [ 1.0482e-02, -4.2363e-02,  2.8275e-03,  2.0845e-02, -1.5359e-02],\n",
      "          [ 3.7139e-02,  3.9196e-02,  4.1886e-02, -2.9443e-02,  3.0258e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-7.0001e-03,  1.4031e-02, -1.2777e-02, -3.4332e-02, -4.9798e-03],\n",
      "          [ 4.3981e-02,  2.0820e-02, -1.1042e-05, -2.1619e-02,  1.9754e-02],\n",
      "          [-3.8632e-02,  3.7546e-02,  2.4082e-02, -3.6171e-02, -3.3064e-03],\n",
      "          [-3.5275e-02,  1.6923e-02, -3.7586e-02,  3.8728e-02,  2.1611e-02],\n",
      "          [-3.7360e-02, -4.6787e-03, -8.2308e-03, -3.7699e-02,  3.9827e-02]],\n",
      "\n",
      "         [[-4.0149e-02,  3.1311e-02, -2.7026e-03,  8.8163e-04, -2.4274e-02],\n",
      "          [-4.4165e-02,  1.3420e-02, -1.1590e-02, -4.1866e-02, -3.1390e-02],\n",
      "          [-2.0718e-02, -6.4324e-03,  8.2414e-03,  2.3270e-02, -1.4406e-02],\n",
      "          [-1.3976e-02, -3.9020e-02, -4.3085e-02,  1.9230e-02, -3.5411e-02],\n",
      "          [-4.3603e-02, -5.5807e-03, -3.6137e-03, -2.3392e-02,  1.2175e-02]],\n",
      "\n",
      "         [[ 4.2612e-02,  3.8035e-02, -8.7562e-04,  8.7382e-03, -1.6874e-02],\n",
      "          [-4.1712e-02,  2.6021e-02, -1.5237e-02,  3.1333e-02, -3.8069e-02],\n",
      "          [ 4.7975e-03, -1.6047e-02,  4.2282e-02, -1.9972e-02,  1.5956e-02],\n",
      "          [-3.7306e-02,  7.4547e-03, -1.1287e-02, -2.2052e-02, -3.9025e-03],\n",
      "          [ 2.0641e-02, -1.6704e-02, -1.5994e-02, -1.3917e-02,  4.3088e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 3.9141e-02,  2.7270e-02,  2.7734e-02,  3.7238e-02, -1.8055e-02],\n",
      "          [ 3.5156e-04,  3.8549e-02, -4.3232e-02, -4.1665e-02, -4.0468e-03],\n",
      "          [ 3.0712e-02, -2.6725e-02, -2.3366e-02, -3.7240e-02,  3.9324e-02],\n",
      "          [ 2.0250e-02, -2.4039e-02,  2.6563e-02, -4.3642e-02, -4.0546e-02],\n",
      "          [ 2.1624e-02,  9.2901e-03,  3.0596e-02, -1.3269e-02,  4.1328e-02]],\n",
      "\n",
      "         [[ 3.4209e-02,  3.9129e-02,  4.3929e-02, -7.9136e-03, -2.0777e-02],\n",
      "          [ 4.0595e-02, -4.7718e-03, -3.5563e-02, -1.3485e-02,  9.6967e-03],\n",
      "          [ 2.9288e-02,  1.5017e-02,  3.9620e-02, -1.8987e-02, -3.5351e-02],\n",
      "          [-2.9133e-02, -4.9564e-03,  2.0322e-02, -4.3256e-02, -9.5845e-03],\n",
      "          [ 2.2353e-02,  3.8764e-02,  1.9689e-02,  2.5756e-02, -6.6720e-03]],\n",
      "\n",
      "         [[-2.5163e-02, -3.4353e-02,  1.8214e-03,  1.9185e-02,  4.1987e-02],\n",
      "          [-1.7685e-02,  1.6547e-02,  3.2039e-02,  7.3297e-03,  6.4079e-03],\n",
      "          [ 1.5189e-03,  4.0851e-02,  3.4604e-02,  2.9180e-02,  2.8819e-02],\n",
      "          [ 1.2934e-02,  4.0347e-02,  4.0029e-02, -1.9876e-02,  1.8244e-02],\n",
      "          [-8.2346e-04, -1.2200e-03,  1.2497e-02, -1.1540e-02, -3.9716e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.2027e-02,  4.2598e-02, -4.0723e-02,  2.0177e-02, -2.4101e-02],\n",
      "          [ 2.8935e-02, -2.4614e-02,  9.8146e-03, -3.6319e-02,  3.8475e-02],\n",
      "          [ 3.2504e-02,  1.0392e-02,  3.1147e-02,  3.4367e-02,  7.7126e-03],\n",
      "          [-3.4017e-02,  1.7546e-02, -4.8311e-03,  3.6994e-02, -3.6795e-02],\n",
      "          [-2.2102e-02,  4.3513e-02,  2.6839e-02, -3.7156e-02,  5.9002e-03]],\n",
      "\n",
      "         [[ 2.7949e-02, -2.3525e-05, -1.9889e-02, -1.7509e-02,  8.6250e-03],\n",
      "          [ 6.8784e-04,  5.2540e-03, -9.0713e-03, -2.2030e-03, -1.0170e-02],\n",
      "          [ 2.3650e-02, -7.6141e-03,  4.1349e-03, -4.4263e-02, -1.3294e-02],\n",
      "          [-2.7429e-02, -3.8270e-02, -1.9750e-02,  4.4371e-02, -3.8104e-02],\n",
      "          [-2.5112e-02,  1.3425e-02, -3.3770e-02, -4.3198e-02, -3.8565e-02]],\n",
      "\n",
      "         [[ 2.2909e-02, -1.7426e-02,  8.2033e-03,  1.2374e-02, -2.5534e-02],\n",
      "          [ 3.7115e-02,  9.8595e-03, -2.7704e-02, -3.3206e-02,  4.2550e-02],\n",
      "          [ 3.0518e-03, -2.4997e-02,  3.7685e-02, -2.5710e-02, -6.3837e-04],\n",
      "          [-4.1737e-02,  1.2114e-02,  2.9247e-02, -3.2213e-02, -3.9190e-02],\n",
      "          [-6.2563e-03, -9.8478e-03, -3.7761e-02, -1.4853e-02,  2.3703e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 4.4300e-03,  5.4381e-03,  3.3561e-03,  2.8640e-02,  1.5937e-02],\n",
      "          [-2.3010e-02, -1.0064e-02, -2.7363e-03, -3.7965e-02,  1.6617e-02],\n",
      "          [-2.3857e-02,  3.0236e-02,  2.5062e-02, -3.8579e-02, -6.2071e-04],\n",
      "          [-1.1699e-03, -1.6474e-02, -1.5253e-02,  1.7078e-03,  4.3273e-03],\n",
      "          [ 2.2106e-03,  3.4391e-02,  9.2267e-03,  4.3627e-02,  1.8889e-02]],\n",
      "\n",
      "         [[ 2.9731e-02,  3.1244e-02,  2.2300e-02,  1.2547e-03,  4.1275e-02],\n",
      "          [-1.0271e-02, -3.4142e-03, -2.2378e-02,  3.0230e-02,  7.6354e-03],\n",
      "          [-1.5822e-02, -1.9078e-02, -9.2594e-03, -2.3528e-02,  1.8820e-02],\n",
      "          [-3.0795e-02,  3.9507e-02,  2.1427e-02, -1.2294e-02, -1.9170e-02],\n",
      "          [-1.4957e-02, -4.2811e-02, -2.6869e-02, -3.7983e-03,  1.1785e-02]],\n",
      "\n",
      "         [[ 1.5829e-02,  4.0384e-03, -2.9334e-02, -3.9887e-02,  6.9486e-03],\n",
      "          [ 3.0865e-02,  1.3807e-02, -2.8070e-03, -2.2926e-02, -1.6825e-02],\n",
      "          [ 1.6390e-02, -2.8316e-02,  4.2655e-02, -1.7649e-02,  4.3600e-02],\n",
      "          [ 4.2785e-02, -1.5809e-02, -4.9743e-03,  4.4133e-02,  2.4914e-02],\n",
      "          [-3.0655e-02,  2.5983e-02, -1.5846e-02, -2.4401e-02,  1.9968e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.3220e-03, -3.4527e-02,  2.2712e-02,  2.4331e-02, -2.2206e-02],\n",
      "          [ 1.3157e-03,  3.3446e-03,  3.5595e-03,  3.2024e-02,  1.6412e-02],\n",
      "          [ 4.0347e-02,  2.0915e-02, -3.9777e-02,  3.5302e-02,  1.3424e-02],\n",
      "          [ 1.7513e-02, -1.2262e-02,  7.5453e-03,  2.1543e-02,  3.9195e-02],\n",
      "          [-1.9395e-02,  2.7199e-02, -1.7216e-02, -4.3118e-02, -2.4237e-02]],\n",
      "\n",
      "         [[-3.7577e-02,  1.8933e-02,  1.2917e-03,  1.8966e-02, -3.2415e-02],\n",
      "          [ 1.3423e-02,  2.6274e-02,  2.0743e-02, -3.9955e-02,  4.3427e-03],\n",
      "          [ 1.6315e-02, -2.6265e-02, -3.1328e-03,  9.8363e-03,  2.0005e-02],\n",
      "          [ 3.6294e-02, -3.8547e-02,  3.8573e-02,  3.6873e-02, -6.4051e-03],\n",
      "          [-3.6794e-02,  1.0809e-03,  3.6075e-02, -3.9408e-02,  4.9909e-03]],\n",
      "\n",
      "         [[-3.0636e-02, -8.1350e-03, -1.0791e-02, -1.0186e-02,  2.8032e-02],\n",
      "          [ 2.1413e-02, -3.0358e-02, -2.8364e-02,  4.4645e-02,  4.3664e-02],\n",
      "          [ 3.1201e-02,  4.2785e-02, -1.0092e-02,  1.5936e-02, -3.2041e-02],\n",
      "          [ 3.9459e-03,  2.1500e-02, -2.6401e-02, -3.5631e-02,  3.9470e-03],\n",
      "          [ 3.3429e-02,  3.5947e-02, -3.8309e-02,  6.6850e-03,  2.5707e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.0610e-02,  2.0247e-02, -7.5226e-03,  1.7919e-02, -5.3266e-03],\n",
      "          [ 3.4354e-02, -2.2585e-02,  3.0732e-02,  1.2155e-02, -7.8326e-03],\n",
      "          [ 1.0924e-02,  1.4428e-02, -9.2746e-03, -3.2515e-02, -9.5165e-03],\n",
      "          [ 1.5630e-02, -2.1643e-02,  1.2022e-02,  4.4065e-02,  5.3395e-03],\n",
      "          [-3.0089e-02,  2.7506e-02,  3.9289e-02,  1.2543e-02, -4.4809e-04]],\n",
      "\n",
      "         [[-1.1916e-02, -3.8899e-02, -2.2402e-02, -2.4507e-02,  1.7038e-02],\n",
      "          [ 1.9254e-03, -8.7277e-03, -8.7941e-03,  2.7918e-02, -3.6918e-02],\n",
      "          [ 4.4258e-02, -2.3205e-02,  2.0939e-02, -2.2495e-03,  3.8160e-02],\n",
      "          [-2.8792e-03, -3.1600e-02, -1.5574e-02,  2.9840e-03, -1.1646e-02],\n",
      "          [-2.9367e-02,  3.5542e-02,  1.9913e-02, -3.2678e-02,  3.6552e-02]],\n",
      "\n",
      "         [[-6.9378e-03,  4.1379e-02, -7.3873e-03,  3.6101e-02,  1.8973e-02],\n",
      "          [ 7.7861e-03,  1.2048e-02,  2.5435e-02, -3.7327e-02,  2.1167e-02],\n",
      "          [-2.7402e-03, -8.0010e-03, -2.6043e-02, -3.7953e-02,  4.3538e-02],\n",
      "          [ 2.5221e-02,  1.1051e-02,  1.7119e-02, -4.4641e-03,  2.6462e-02],\n",
      "          [-4.3293e-02,  4.1276e-02,  2.1827e-02, -2.8749e-02, -4.2679e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 3.2312e-02,  3.2179e-02,  3.0990e-02, -3.6439e-02, -5.2032e-03],\n",
      "          [-3.3098e-02, -3.1324e-02, -1.0944e-02,  2.9914e-02,  3.7273e-02],\n",
      "          [ 3.2364e-02, -3.7255e-03, -3.8892e-02, -2.3009e-02, -4.3664e-02],\n",
      "          [-4.3431e-02,  5.0405e-03,  2.5414e-04,  2.7809e-02, -2.4600e-02],\n",
      "          [-1.0653e-02,  3.4126e-02,  4.3875e-02,  3.0467e-02, -2.9091e-02]],\n",
      "\n",
      "         [[ 1.4575e-02, -2.1523e-03, -4.3270e-02,  2.2055e-02, -1.5941e-02],\n",
      "          [-3.1456e-03,  1.8985e-02, -3.9293e-02, -2.3692e-02,  1.2896e-02],\n",
      "          [-3.3490e-02,  4.2396e-02,  1.6950e-02,  3.0721e-02,  9.6993e-03],\n",
      "          [-1.7310e-02,  1.3617e-03,  2.5574e-02, -2.8444e-02,  3.0276e-02],\n",
      "          [-1.9491e-02,  4.0757e-03, -1.1558e-02, -2.0216e-02,  3.7351e-02]],\n",
      "\n",
      "         [[ 1.6570e-02,  2.3229e-02,  2.5751e-02, -6.4391e-03, -3.0109e-02],\n",
      "          [ 2.7984e-02, -1.7987e-02, -2.9066e-02,  4.0184e-02,  1.9622e-02],\n",
      "          [-1.6705e-03,  4.5813e-03,  1.9066e-02, -2.8393e-02,  2.2736e-02],\n",
      "          [ 1.9917e-02, -7.7421e-03, -3.4061e-02, -1.6814e-02,  3.9802e-02],\n",
      "          [ 7.8279e-03, -2.7344e-02, -3.8918e-02, -2.6903e-02,  7.6285e-04]]],\n",
      "\n",
      "\n",
      "        [[[-4.3771e-02, -3.5282e-02,  1.4467e-02, -3.6735e-02, -8.2565e-04],\n",
      "          [ 3.8406e-02, -1.8788e-02, -1.3535e-03, -3.0534e-02, -1.0085e-02],\n",
      "          [ 2.5985e-02, -1.1913e-02, -2.4375e-02, -1.6149e-02,  2.8800e-02],\n",
      "          [ 4.1126e-02,  5.8016e-03,  3.4178e-02,  1.7226e-03, -2.4990e-02],\n",
      "          [-2.7886e-02, -1.5673e-02,  2.9231e-02, -1.3532e-02,  1.6757e-02]],\n",
      "\n",
      "         [[-3.3628e-02, -1.6164e-03, -4.0844e-02,  4.2727e-02, -2.0569e-02],\n",
      "          [ 3.5254e-02, -3.3933e-02, -3.4005e-02, -4.3276e-02, -3.2675e-02],\n",
      "          [ 3.7595e-02, -9.7985e-03, -2.2565e-02, -2.8097e-02,  1.2479e-02],\n",
      "          [-2.4259e-02,  2.1963e-02, -2.1196e-02,  3.7027e-02,  3.9960e-02],\n",
      "          [-1.1236e-02, -3.3471e-02,  3.0287e-02, -1.1972e-02,  1.3523e-02]],\n",
      "\n",
      "         [[ 4.2646e-02, -8.5631e-03, -5.9054e-03,  7.3641e-03, -9.6977e-03],\n",
      "          [-1.7031e-02,  1.4379e-02,  3.1106e-02, -2.1129e-02, -3.9983e-03],\n",
      "          [-1.7290e-02, -4.6582e-03, -4.2942e-02, -4.2835e-02, -1.9903e-03],\n",
      "          [-1.4508e-02, -9.6370e-03, -1.7653e-02,  3.7396e-02, -2.0902e-02],\n",
      "          [ 4.3575e-02, -1.1985e-02,  1.7736e-02, -2.3120e-02, -1.0074e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 3.1727e-02, -9.5016e-03, -4.1933e-02,  3.9621e-03,  3.7909e-02],\n",
      "          [ 3.7319e-02, -2.2752e-02, -3.3933e-02, -1.5019e-02, -5.2238e-03],\n",
      "          [-1.9604e-02, -2.5551e-02, -1.5169e-03,  5.1910e-03, -1.5584e-02],\n",
      "          [ 4.3629e-02,  4.4014e-02,  3.4048e-02,  1.3342e-02,  3.8435e-02],\n",
      "          [ 4.1271e-02,  4.3137e-02, -1.6982e-02, -1.3122e-02, -1.0136e-02]],\n",
      "\n",
      "         [[ 1.1121e-02,  2.1424e-02, -1.7453e-05,  1.0325e-02,  2.6570e-02],\n",
      "          [ 3.9678e-04,  8.0486e-03, -3.9828e-02, -8.0443e-03, -4.6255e-03],\n",
      "          [ 2.2432e-02,  3.2442e-02, -1.5063e-03, -1.3151e-02,  2.7080e-02],\n",
      "          [ 3.3237e-02,  1.0155e-02, -3.0612e-02,  1.6726e-02, -4.4602e-02],\n",
      "          [-3.0413e-02,  1.7506e-02,  9.4493e-03, -3.0342e-02,  4.3132e-02]],\n",
      "\n",
      "         [[ 4.1283e-02,  2.2808e-02, -2.6160e-02,  3.7761e-02,  7.9256e-03],\n",
      "          [-2.3135e-02, -4.4615e-02, -1.9438e-02, -3.8187e-02, -1.3326e-02],\n",
      "          [ 2.8058e-02, -6.5514e-03, -3.1702e-02, -6.8317e-03,  1.4587e-02],\n",
      "          [ 7.2040e-03,  2.0682e-02,  1.6466e-03,  4.3803e-02, -3.3959e-02],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [-4.2097e-02, -1.7261e-02, -1.6443e-03,  2.0336e-03,  1.3189e-02]]]])\n",
      "param tensor([[[[ 2.2145e-03, -5.1287e-03,  1.0075e-02, -1.1551e-02,  1.3348e-02],\n",
      "          [-3.2038e-03, -4.7668e-03,  9.4637e-04, -1.0742e-03, -1.4787e-03],\n",
      "          [-3.4770e-03,  7.8680e-03, -2.7564e-03, -1.0234e-02,  8.3276e-04],\n",
      "          [ 8.9125e-04,  1.0665e-02, -1.3569e-02, -4.6012e-03,  3.6619e-02],\n",
      "          [ 4.3459e-03,  1.0876e-02, -4.2733e-04,  1.5911e-02,  6.9341e-03]],\n",
      "\n",
      "         [[-9.9440e-03,  3.2535e-03, -2.9443e-03,  1.7104e-02,  2.3013e-03],\n",
      "          [ 3.9846e-03,  2.4294e-03,  8.2165e-03, -2.2507e-03,  1.9969e-03],\n",
      "          [-6.4330e-03,  5.2099e-03,  6.4226e-04, -4.3734e-03, -8.1962e-03],\n",
      "          [ 1.1739e-02,  1.5712e-02,  1.7285e-03,  1.1467e-02, -5.5577e-03],\n",
      "          [-8.5583e-03,  1.0329e-02,  4.9501e-03,  7.4875e-04, -1.2211e-02]],\n",
      "\n",
      "         [[-6.0949e-03, -8.4695e-03,  2.2889e-02,  7.5393e-03,  6.7943e-04],\n",
      "          [-8.4090e-03,  1.6184e-03,  1.7433e-03,  9.7557e-03,  4.8363e-03],\n",
      "          [ 4.1929e-03,  1.4748e-02,  1.5406e-03,  2.1988e-03,  7.2139e-03],\n",
      "          [ 1.2041e-02,  5.6434e-03, -6.4746e-03, -4.9162e-03, -4.9772e-03],\n",
      "          [ 9.6887e-03,  1.5917e-02,  2.1656e-03,  2.1325e-02, -2.4493e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.7727e-03, -8.4330e-03,  4.8638e-03, -2.5021e-03, -5.9480e-05],\n",
      "          [ 1.9097e-03, -6.7956e-03, -9.4881e-03, -6.1296e-03,  4.5064e-03],\n",
      "          [-1.4130e-02, -2.1111e-02,  2.7911e-03, -1.0731e-03, -1.1292e-02],\n",
      "          [-1.2311e-02,  3.5400e-03, -2.7222e-03,  1.8839e-02,  1.7311e-04],\n",
      "          [-1.2004e-02,  1.0180e-02, -6.4388e-03, -1.0330e-02,  9.7218e-03]],\n",
      "\n",
      "         [[ 4.6096e-03,  2.2831e-03, -2.0148e-03, -1.9651e-02,  3.2342e-03],\n",
      "          [ 6.2918e-03, -3.1429e-03,  1.1577e-02,  1.6339e-02, -5.5867e-03],\n",
      "          [-1.5290e-02, -7.9866e-03,  4.8731e-03, -7.1345e-03,  2.4518e-03],\n",
      "          [ 6.4804e-03,  1.5853e-02,  1.2460e-02,  1.0097e-02,  3.4066e-03],\n",
      "          [ 8.1719e-03,  1.0798e-02,  2.2189e-03, -5.8229e-04, -9.8827e-03]],\n",
      "\n",
      "         [[-2.8204e-03,  3.6624e-04, -8.0809e-04, -1.0592e-02, -1.2558e-02],\n",
      "          [-2.8170e-03,  3.8314e-03, -1.3841e-02, -2.0532e-03,  5.2195e-03],\n",
      "          [ 1.7449e-02,  8.3276e-03, -3.5490e-04, -6.0188e-03,  1.7836e-02],\n",
      "          [-3.9602e-03, -9.5162e-03,  1.9027e-03,  1.0974e-02, -7.6652e-03],\n",
      "          [-1.4656e-03,  2.5433e-02, -3.1647e-03, -9.0141e-03,  9.2663e-07]]],\n",
      "\n",
      "\n",
      "        [[[-1.1737e-03, -6.4549e-03,  7.3892e-03, -3.3603e-04,  7.5145e-03],\n",
      "          [ 2.2269e-02, -1.5759e-02,  6.8422e-04,  1.2117e-03,  2.8288e-03],\n",
      "          [ 1.5485e-02, -2.2664e-02, -7.3702e-03, -2.8449e-03, -8.6673e-03],\n",
      "          [-3.2412e-03,  2.9770e-03,  1.8879e-03, -7.2845e-03,  1.6827e-03],\n",
      "          [ 3.7514e-03, -6.5385e-03,  1.3717e-02, -3.3118e-03, -2.4632e-02]],\n",
      "\n",
      "         [[-3.9292e-03, -1.7842e-03,  4.6047e-04, -5.4507e-03,  2.6423e-04],\n",
      "          [-4.0059e-03,  9.3791e-03,  5.2992e-03, -4.8621e-03,  7.8877e-03],\n",
      "          [ 7.3613e-04, -6.5204e-03, -2.3860e-03,  1.7027e-02, -5.9228e-03],\n",
      "          [ 5.5552e-03,  3.3337e-04,  9.6669e-03,  1.5481e-02,  9.7484e-03],\n",
      "          [-1.6693e-03,  4.5417e-03, -4.9491e-03,  1.5523e-02, -2.4308e-03]],\n",
      "\n",
      "         [[ 6.4570e-03,  7.3309e-03,  6.8785e-03, -2.6842e-03,  1.2999e-02],\n",
      "          [ 6.4073e-03,  1.6320e-02,  1.2726e-02,  7.8257e-03, -9.5566e-03],\n",
      "          [-5.8559e-04,  4.6826e-03, -6.7827e-03,  2.5516e-02, -4.5754e-03],\n",
      "          [ 1.1235e-02,  7.1020e-03, -1.3818e-02,  1.0148e-02,  6.9955e-03],\n",
      "          [-1.4047e-02, -9.3585e-03, -3.0971e-03,  6.2943e-03,  8.9449e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-6.1986e-04,  1.8907e-02,  1.1136e-03,  1.6483e-02,  1.9302e-02],\n",
      "          [ 1.6268e-03, -2.3622e-04,  9.7614e-03,  9.2550e-04,  1.0215e-02],\n",
      "          [ 2.4247e-03, -2.4333e-03, -1.8475e-02,  6.8968e-03, -4.2687e-04],\n",
      "          [ 4.4169e-03,  6.1936e-03, -6.8777e-03, -1.1395e-02, -9.5459e-03],\n",
      "          [ 1.1668e-03,  1.0472e-02,  2.0216e-03,  1.5259e-02, -3.7077e-03]],\n",
      "\n",
      "         [[ 1.7184e-02, -9.1888e-03,  1.0912e-02, -1.3951e-02,  5.3285e-03],\n",
      "          [ 1.4760e-02,  1.6282e-03, -4.9665e-04,  1.6574e-02, -3.0524e-03],\n",
      "          [-4.8706e-03,  8.1480e-03,  6.3929e-03, -7.9038e-03, -5.4926e-03],\n",
      "          [-5.5555e-03, -9.2010e-03,  2.0300e-02, -9.9474e-03,  4.4742e-03],\n",
      "          [-1.3920e-02,  8.4425e-03, -6.3851e-03, -2.0929e-03, -1.2662e-02]],\n",
      "\n",
      "         [[-5.7342e-03, -7.9627e-03, -1.1075e-02,  4.6467e-03, -2.1191e-03],\n",
      "          [-1.2638e-02, -2.5654e-03,  4.3640e-03, -5.4596e-03,  9.2683e-04],\n",
      "          [-8.0592e-03,  5.0202e-03,  2.0612e-03,  6.0244e-03, -1.4166e-03],\n",
      "          [-1.1130e-02,  5.7680e-04,  1.1079e-02, -1.0147e-02, -1.0226e-02],\n",
      "          [-6.9734e-03, -8.2518e-03, -7.5277e-03,  6.1329e-03, -4.1548e-03]]],\n",
      "\n",
      "\n",
      "        [[[-2.8171e-03, -1.0989e-02,  4.4888e-04, -2.3096e-03, -2.1252e-03],\n",
      "          [-1.8436e-03,  2.3884e-02,  5.4604e-03,  1.8580e-02, -4.1322e-03],\n",
      "          [ 5.2003e-03, -1.0931e-02, -3.8737e-03, -8.7909e-03,  4.2789e-03],\n",
      "          [ 1.2279e-02,  1.0151e-02, -3.5402e-03, -4.1291e-03, -1.1332e-02],\n",
      "          [ 8.9667e-03, -1.1899e-02,  6.9554e-03, -4.8725e-03,  5.2464e-03]],\n",
      "\n",
      "         [[-4.9501e-03, -1.0051e-02, -5.3131e-03,  1.6492e-02, -1.2322e-02],\n",
      "          [-3.2942e-03, -3.9113e-03, -5.5452e-03,  3.0775e-03, -1.1013e-02],\n",
      "          [ 4.4518e-03, -2.4199e-02,  1.1051e-02, -9.9902e-03,  5.9585e-03],\n",
      "          [ 3.4128e-03, -8.4272e-04, -5.7386e-03, -1.3153e-02,  1.4710e-02],\n",
      "          [-2.1744e-03,  2.2434e-02, -7.5425e-03,  1.1444e-02, -5.6341e-03]],\n",
      "\n",
      "         [[ 1.1466e-02, -8.3244e-03,  9.1497e-03,  1.4158e-03, -8.0586e-03],\n",
      "          [-4.4634e-03,  1.6827e-02,  6.8164e-03,  8.7373e-03,  1.1607e-02],\n",
      "          [-1.0457e-02, -7.2279e-04,  2.9238e-03,  2.4753e-03, -1.8856e-03],\n",
      "          [ 7.7472e-03,  1.0091e-02, -1.7231e-03,  2.2248e-02,  2.9792e-03],\n",
      "          [-1.1958e-02,  7.6714e-03,  1.7568e-03,  5.5212e-03, -9.4925e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-4.8862e-03, -1.2779e-02,  4.9939e-04,  5.9290e-03,  2.0935e-03],\n",
      "          [ 1.5132e-02, -2.9227e-03, -5.1190e-03, -1.0469e-02,  1.9616e-03],\n",
      "          [-6.4051e-03, -2.5370e-02, -1.2823e-02, -7.2192e-03,  2.1002e-02],\n",
      "          [ 6.4270e-03,  9.7881e-04,  3.7018e-03, -8.6512e-04,  1.8259e-02],\n",
      "          [-1.1257e-02, -4.3612e-04, -8.0812e-03,  2.7193e-02,  2.6070e-03]],\n",
      "\n",
      "         [[-1.3877e-02,  2.0855e-02, -5.0553e-03, -9.0826e-03,  5.1221e-03],\n",
      "          [ 1.5109e-03, -6.1131e-03,  3.9013e-03, -1.1518e-02,  1.0322e-03],\n",
      "          [-1.5110e-02, -1.0720e-02,  6.3214e-03, -9.2230e-03, -8.5208e-03],\n",
      "          [-1.2694e-03, -1.5241e-02, -2.5264e-04,  1.5585e-02,  2.2093e-03],\n",
      "          [ 1.3127e-03, -1.1242e-02, -9.7665e-04, -1.2277e-04, -9.9009e-04]],\n",
      "\n",
      "         [[-2.6933e-02, -1.1070e-02,  5.8403e-03, -7.3964e-03,  3.1715e-03],\n",
      "          [-5.4830e-03, -1.8071e-02,  6.9603e-03,  8.1809e-03,  1.1389e-02],\n",
      "          [-3.2622e-04,  6.5375e-03, -1.7701e-02, -2.0353e-02, -2.1786e-02],\n",
      "          [-2.5130e-03, -1.0038e-03, -5.1508e-03,  7.2499e-04,  1.0663e-02],\n",
      "          [-4.1529e-03, -9.1902e-03,  2.7874e-03, -2.1006e-02,  1.6569e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-2.8639e-03, -1.6902e-02, -1.3750e-03,  4.6941e-03, -8.0126e-03],\n",
      "          [ 2.7967e-03, -1.1965e-02, -2.0090e-02, -9.0703e-05,  6.9578e-03],\n",
      "          [ 3.0651e-02, -7.1711e-03, -4.5827e-03, -1.8435e-03, -1.7827e-03],\n",
      "          [ 2.0435e-02,  3.5114e-03,  1.3130e-02, -1.9445e-03,  6.7344e-03],\n",
      "          [ 1.4275e-02,  1.7420e-04, -1.5105e-02,  1.0591e-02,  3.3474e-03]],\n",
      "\n",
      "         [[-3.0306e-03, -1.1496e-02,  4.9705e-03,  1.1150e-02, -8.8737e-03],\n",
      "          [ 1.1780e-02, -2.1462e-02, -1.2232e-03,  5.4675e-03,  1.4309e-02],\n",
      "          [ 1.1620e-02, -6.8754e-03,  1.4905e-02, -1.4188e-03, -1.2991e-02],\n",
      "          [ 8.4307e-03, -1.7099e-03,  2.2303e-03,  2.0174e-03, -1.6012e-03],\n",
      "          [ 8.9187e-03,  1.7879e-03, -1.1511e-02, -3.8697e-03,  6.6785e-03]],\n",
      "\n",
      "         [[ 8.7584e-03, -1.0215e-02,  7.3264e-03,  5.3573e-03,  5.2976e-03],\n",
      "          [ 1.4533e-02, -2.4700e-04,  1.5075e-02,  4.0060e-03,  1.6341e-02],\n",
      "          [-1.3689e-02, -7.5035e-03,  8.0628e-03,  1.0635e-02,  7.4261e-03],\n",
      "          [ 5.5005e-03, -1.2681e-02,  2.2893e-02,  3.1483e-03, -1.4783e-03],\n",
      "          [-1.6735e-04, -5.6432e-03, -5.3974e-03,  5.7256e-03, -6.2606e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.7095e-03, -6.1386e-04,  8.1948e-03,  1.7413e-03, -9.5464e-03],\n",
      "          [-4.9161e-04,  8.4313e-03,  1.7494e-02,  1.7898e-02, -1.3712e-02],\n",
      "          [-9.6870e-04, -1.4221e-02, -1.3744e-02,  4.9194e-03,  7.3711e-03],\n",
      "          [-9.4198e-03,  1.9883e-03, -3.1681e-03, -4.1340e-03,  2.4054e-02],\n",
      "          [-9.3121e-03,  5.1931e-03,  7.3775e-03, -1.4787e-02,  1.1146e-02]],\n",
      "\n",
      "         [[-6.6028e-03, -2.6645e-03, -9.5318e-03,  6.3137e-03,  5.0526e-03],\n",
      "          [ 7.8355e-03, -1.0234e-02, -5.8561e-04, -5.3383e-03,  1.3064e-03],\n",
      "          [ 6.0749e-03, -9.5238e-03, -6.0722e-03, -4.7892e-03,  7.0374e-03],\n",
      "          [-7.8042e-03, -7.6679e-03, -4.8717e-03, -2.0604e-02,  8.6579e-03],\n",
      "          [ 9.7340e-03, -9.4247e-04,  7.6570e-03, -2.0569e-02, -1.4405e-02]],\n",
      "\n",
      "         [[-2.4311e-03, -8.7345e-03,  9.1914e-03, -6.9284e-03, -2.5978e-03],\n",
      "          [ 1.2631e-02, -9.0706e-03, -3.8612e-03,  1.3980e-02, -8.6847e-03],\n",
      "          [ 1.7378e-02, -4.7449e-03,  7.0274e-03, -5.0954e-03,  8.0566e-03],\n",
      "          [ 2.9015e-03,  4.4201e-03, -5.7106e-04,  3.4368e-03, -9.0862e-03],\n",
      "          [ 9.6318e-04,  5.1859e-03, -1.2598e-02,  1.6969e-03,  4.4236e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 1.0504e-02,  1.4322e-02, -4.6415e-03,  5.1191e-03,  1.9037e-03],\n",
      "          [ 1.5300e-02, -1.0224e-02,  4.4767e-03,  5.9334e-04,  4.3391e-03],\n",
      "          [ 1.4822e-02,  1.1573e-03, -2.2585e-03, -1.2789e-03,  7.1350e-04],\n",
      "          [-8.4319e-03,  7.6243e-03,  7.2201e-03,  2.2835e-02, -5.9638e-03],\n",
      "          [ 3.7994e-03, -4.2771e-03,  6.7399e-03,  1.5605e-02,  7.8093e-03]],\n",
      "\n",
      "         [[-6.0218e-03, -7.4473e-03,  5.8588e-03, -5.1933e-03, -6.5644e-03],\n",
      "          [-1.5539e-02,  2.6771e-03,  7.0113e-03,  1.1663e-02, -5.8715e-03],\n",
      "          [-9.4508e-03,  5.1501e-03,  2.9868e-03, -9.6870e-03,  8.9070e-03],\n",
      "          [-7.1607e-03,  2.4927e-03,  1.6784e-02,  5.6436e-03, -7.0015e-03],\n",
      "          [ 1.3464e-03,  7.4273e-03,  1.1881e-02, -9.9453e-03, -9.3412e-03]],\n",
      "\n",
      "         [[-2.8022e-03,  3.1633e-04, -9.9566e-03, -3.5691e-03,  2.0484e-03],\n",
      "          [ 9.7351e-03, -3.1226e-03, -3.9122e-03, -2.7899e-03,  6.6222e-03],\n",
      "          [ 4.1988e-03, -1.9615e-02, -1.8373e-02,  7.3538e-03,  5.3583e-03],\n",
      "          [-2.1537e-02, -4.0228e-03, -1.1000e-02, -1.0991e-02,  4.2958e-03],\n",
      "          [-7.5389e-03, -5.5446e-03,  8.3162e-03,  2.5993e-02, -1.6176e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-6.8969e-03,  3.9907e-03,  6.6567e-03,  7.1628e-03, -3.2148e-03],\n",
      "          [-1.1150e-03, -1.5547e-02, -1.0698e-03,  3.3068e-03, -4.5704e-03],\n",
      "          [-1.7055e-02, -3.5027e-03, -7.9308e-03, -3.7771e-03,  1.2204e-03],\n",
      "          [-2.0529e-03,  4.4472e-04,  2.2996e-02, -2.9917e-03, -2.0907e-02],\n",
      "          [ 6.3219e-04, -2.2298e-02,  9.0167e-03,  9.2546e-03,  1.2942e-02]],\n",
      "\n",
      "         [[ 1.5055e-03,  6.2510e-03,  8.7854e-03,  1.7321e-02, -3.7300e-03],\n",
      "          [-4.3540e-03, -1.7709e-02,  1.0780e-02,  5.2347e-03,  9.0698e-03],\n",
      "          [ 7.4710e-04, -4.6545e-03,  8.4290e-04, -1.0240e-02, -3.2932e-04],\n",
      "          [ 6.7401e-03, -4.8503e-03,  1.6476e-02,  7.0014e-04,  1.0085e-02],\n",
      "          [ 4.4601e-03, -4.0173e-03,  1.6659e-03, -5.9029e-03, -2.6343e-03]],\n",
      "\n",
      "         [[ 3.5835e-03, -5.7654e-05, -1.7399e-02,  1.8742e-03, -1.6202e-02],\n",
      "          [-6.3232e-03, -6.4394e-03,  1.3165e-02, -3.7810e-03,  1.0012e-02],\n",
      "          [ 1.7747e-02, -1.8086e-02, -1.9038e-02,  1.0856e-02, -1.3955e-03],\n",
      "          [-9.0487e-03,  1.6497e-03, -6.5190e-03, -1.0972e-02, -6.5697e-03],\n",
      "          [ 5.8779e-03,  1.3050e-02,  8.1562e-03,  8.0376e-03, -4.8949e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 7.5651e-03, -4.3080e-03,  6.5932e-03,  5.7644e-03, -2.1440e-03],\n",
      "          [-7.7248e-03, -3.5467e-03,  1.5183e-02,  7.9378e-03,  1.7678e-02],\n",
      "          [-1.5674e-02, -1.1580e-03, -4.5731e-03,  2.5104e-03,  2.4697e-02],\n",
      "          [ 8.2264e-03, -1.3191e-02, -1.2194e-02, -4.6367e-03,  2.1534e-02],\n",
      "          [-2.1486e-03,  4.5191e-04,  8.9616e-03, -1.8921e-03, -1.7811e-02]],\n",
      "\n",
      "         [[-9.5382e-03,  1.0655e-02,  5.9638e-03, -4.9383e-03, -1.2025e-02],\n",
      "          [ 7.8022e-03,  1.5310e-03,  1.6954e-03,  8.6184e-03, -1.3902e-02],\n",
      "          [ 6.3630e-03,  1.6008e-02,  2.0482e-03,  3.7826e-03, -5.1470e-04],\n",
      "          [-2.6916e-02, -3.0661e-03,  1.0191e-02, -5.4088e-03, -9.7959e-03],\n",
      "          [-6.5088e-03, -7.4944e-03,  1.5620e-02, -8.2138e-03, -2.5399e-03]],\n",
      "\n",
      "         [[-7.3098e-03, -4.5346e-03,  1.4053e-02,  1.1993e-02,  1.3134e-02],\n",
      "          [-1.9148e-02, -2.3422e-02, -6.8425e-03, -2.3487e-03, -1.4809e-02],\n",
      "          [-4.2644e-03,  7.5418e-04,  1.2559e-02,  1.1151e-03, -6.0270e-03],\n",
      "          [-1.1124e-02,  2.4173e-03, -7.8255e-04,  2.4444e-02,  6.9958e-03],\n",
      "          [-5.1552e-03, -1.0729e-02,  4.1730e-03,  1.0723e-02, -2.8396e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.5440e-02, -5.3829e-03, -1.4152e-02, -2.0944e-02,  1.8038e-03],\n",
      "          [-1.5079e-02, -4.8033e-03,  1.4425e-02,  7.7956e-03,  6.4957e-03],\n",
      "          [ 8.1498e-03, -2.2425e-03,  7.3611e-04, -2.7657e-03,  8.7903e-03],\n",
      "          [ 9.3405e-03, -6.7500e-03, -9.1603e-03,  2.0795e-04, -7.6292e-03],\n",
      "          [-7.3191e-03, -2.1713e-03,  1.1797e-02, -7.5023e-03,  2.6823e-02]],\n",
      "\n",
      "         [[ 9.9159e-04,  4.4670e-03,  1.2613e-02, -8.2139e-03,  2.3711e-03],\n",
      "          [-4.9353e-03,  7.5019e-03, -7.1940e-04,  8.3839e-03,  2.2773e-03],\n",
      "          [-1.7725e-03, -1.2878e-02, -4.9025e-03, -7.6434e-04, -2.8471e-03],\n",
      "          [-6.0913e-03, -3.4095e-03, -8.4516e-03,  9.7503e-03,  7.5232e-03],\n",
      "          [ 9.3727e-03,  8.6733e-04,  9.6692e-03, -1.6424e-03, -1.1942e-02]],\n",
      "\n",
      "         [[ 1.4073e-02,  1.5733e-02,  5.3972e-03, -6.1329e-03, -3.9464e-03],\n",
      "          [-6.2617e-03, -4.8295e-03,  2.2382e-03, -7.7725e-03,  8.2041e-03],\n",
      "          [ 1.1639e-02, -2.1779e-02,  8.7852e-03,  1.7929e-03, -3.2494e-03],\n",
      "          [ 2.5634e-02, -1.3585e-02,  1.3716e-02, -5.1035e-03,  6.1456e-03],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [-2.1273e-02, -1.5912e-02,  1.3271e-02,  3.6631e-03,  1.1266e-02]]]])\n",
      "v.copy tensor([[[[ 2.2145e-03, -5.1287e-03,  1.0075e-02, -1.1551e-02,  1.3348e-02],\n",
      "          [-3.2038e-03, -4.7668e-03,  9.4637e-04, -1.0742e-03, -1.4787e-03],\n",
      "          [-3.4770e-03,  7.8680e-03, -2.7564e-03, -1.0234e-02,  8.3276e-04],\n",
      "          [ 8.9125e-04,  1.0665e-02, -1.3569e-02, -4.6012e-03,  3.6619e-02],\n",
      "          [ 4.3459e-03,  1.0876e-02, -4.2733e-04,  1.5911e-02,  6.9341e-03]],\n",
      "\n",
      "         [[-9.9440e-03,  3.2535e-03, -2.9443e-03,  1.7104e-02,  2.3013e-03],\n",
      "          [ 3.9846e-03,  2.4294e-03,  8.2165e-03, -2.2507e-03,  1.9969e-03],\n",
      "          [-6.4330e-03,  5.2099e-03,  6.4226e-04, -4.3734e-03, -8.1962e-03],\n",
      "          [ 1.1739e-02,  1.5712e-02,  1.7285e-03,  1.1467e-02, -5.5577e-03],\n",
      "          [-8.5583e-03,  1.0329e-02,  4.9501e-03,  7.4875e-04, -1.2211e-02]],\n",
      "\n",
      "         [[-6.0949e-03, -8.4695e-03,  2.2889e-02,  7.5393e-03,  6.7943e-04],\n",
      "          [-8.4090e-03,  1.6184e-03,  1.7433e-03,  9.7557e-03,  4.8363e-03],\n",
      "          [ 4.1929e-03,  1.4748e-02,  1.5406e-03,  2.1988e-03,  7.2139e-03],\n",
      "          [ 1.2041e-02,  5.6434e-03, -6.4746e-03, -4.9162e-03, -4.9772e-03],\n",
      "          [ 9.6887e-03,  1.5917e-02,  2.1656e-03,  2.1325e-02, -2.4493e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.7727e-03, -8.4330e-03,  4.8638e-03, -2.5021e-03, -5.9480e-05],\n",
      "          [ 1.9097e-03, -6.7956e-03, -9.4881e-03, -6.1296e-03,  4.5064e-03],\n",
      "          [-1.4130e-02, -2.1111e-02,  2.7911e-03, -1.0731e-03, -1.1292e-02],\n",
      "          [-1.2311e-02,  3.5400e-03, -2.7222e-03,  1.8839e-02,  1.7311e-04],\n",
      "          [-1.2004e-02,  1.0180e-02, -6.4388e-03, -1.0330e-02,  9.7218e-03]],\n",
      "\n",
      "         [[ 4.6096e-03,  2.2831e-03, -2.0148e-03, -1.9651e-02,  3.2342e-03],\n",
      "          [ 6.2918e-03, -3.1429e-03,  1.1577e-02,  1.6339e-02, -5.5867e-03],\n",
      "          [-1.5290e-02, -7.9866e-03,  4.8731e-03, -7.1345e-03,  2.4518e-03],\n",
      "          [ 6.4804e-03,  1.5853e-02,  1.2460e-02,  1.0097e-02,  3.4066e-03],\n",
      "          [ 8.1719e-03,  1.0798e-02,  2.2189e-03, -5.8229e-04, -9.8827e-03]],\n",
      "\n",
      "         [[-2.8204e-03,  3.6624e-04, -8.0809e-04, -1.0592e-02, -1.2558e-02],\n",
      "          [-2.8170e-03,  3.8314e-03, -1.3841e-02, -2.0532e-03,  5.2195e-03],\n",
      "          [ 1.7449e-02,  8.3276e-03, -3.5490e-04, -6.0188e-03,  1.7836e-02],\n",
      "          [-3.9602e-03, -9.5162e-03,  1.9027e-03,  1.0974e-02, -7.6652e-03],\n",
      "          [-1.4656e-03,  2.5433e-02, -3.1647e-03, -9.0141e-03,  9.2663e-07]]],\n",
      "\n",
      "\n",
      "        [[[-1.1737e-03, -6.4549e-03,  7.3892e-03, -3.3603e-04,  7.5145e-03],\n",
      "          [ 2.2269e-02, -1.5759e-02,  6.8422e-04,  1.2117e-03,  2.8288e-03],\n",
      "          [ 1.5485e-02, -2.2664e-02, -7.3702e-03, -2.8449e-03, -8.6673e-03],\n",
      "          [-3.2412e-03,  2.9770e-03,  1.8879e-03, -7.2845e-03,  1.6827e-03],\n",
      "          [ 3.7514e-03, -6.5385e-03,  1.3717e-02, -3.3118e-03, -2.4632e-02]],\n",
      "\n",
      "         [[-3.9292e-03, -1.7842e-03,  4.6047e-04, -5.4507e-03,  2.6423e-04],\n",
      "          [-4.0059e-03,  9.3791e-03,  5.2992e-03, -4.8621e-03,  7.8877e-03],\n",
      "          [ 7.3613e-04, -6.5204e-03, -2.3860e-03,  1.7027e-02, -5.9228e-03],\n",
      "          [ 5.5552e-03,  3.3337e-04,  9.6669e-03,  1.5481e-02,  9.7484e-03],\n",
      "          [-1.6693e-03,  4.5417e-03, -4.9491e-03,  1.5523e-02, -2.4308e-03]],\n",
      "\n",
      "         [[ 6.4570e-03,  7.3309e-03,  6.8785e-03, -2.6842e-03,  1.2999e-02],\n",
      "          [ 6.4073e-03,  1.6320e-02,  1.2726e-02,  7.8257e-03, -9.5566e-03],\n",
      "          [-5.8559e-04,  4.6826e-03, -6.7827e-03,  2.5516e-02, -4.5754e-03],\n",
      "          [ 1.1235e-02,  7.1020e-03, -1.3818e-02,  1.0148e-02,  6.9955e-03],\n",
      "          [-1.4047e-02, -9.3585e-03, -3.0971e-03,  6.2943e-03,  8.9449e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-6.1986e-04,  1.8907e-02,  1.1136e-03,  1.6483e-02,  1.9302e-02],\n",
      "          [ 1.6268e-03, -2.3622e-04,  9.7614e-03,  9.2550e-04,  1.0215e-02],\n",
      "          [ 2.4247e-03, -2.4333e-03, -1.8475e-02,  6.8968e-03, -4.2687e-04],\n",
      "          [ 4.4169e-03,  6.1936e-03, -6.8777e-03, -1.1395e-02, -9.5459e-03],\n",
      "          [ 1.1668e-03,  1.0472e-02,  2.0216e-03,  1.5259e-02, -3.7077e-03]],\n",
      "\n",
      "         [[ 1.7184e-02, -9.1888e-03,  1.0912e-02, -1.3951e-02,  5.3285e-03],\n",
      "          [ 1.4760e-02,  1.6282e-03, -4.9665e-04,  1.6574e-02, -3.0524e-03],\n",
      "          [-4.8706e-03,  8.1480e-03,  6.3929e-03, -7.9038e-03, -5.4926e-03],\n",
      "          [-5.5555e-03, -9.2010e-03,  2.0300e-02, -9.9474e-03,  4.4742e-03],\n",
      "          [-1.3920e-02,  8.4425e-03, -6.3851e-03, -2.0929e-03, -1.2662e-02]],\n",
      "\n",
      "         [[-5.7342e-03, -7.9627e-03, -1.1075e-02,  4.6467e-03, -2.1191e-03],\n",
      "          [-1.2638e-02, -2.5654e-03,  4.3640e-03, -5.4596e-03,  9.2683e-04],\n",
      "          [-8.0592e-03,  5.0202e-03,  2.0612e-03,  6.0244e-03, -1.4166e-03],\n",
      "          [-1.1130e-02,  5.7680e-04,  1.1079e-02, -1.0147e-02, -1.0226e-02],\n",
      "          [-6.9734e-03, -8.2518e-03, -7.5277e-03,  6.1329e-03, -4.1548e-03]]],\n",
      "\n",
      "\n",
      "        [[[-2.8171e-03, -1.0989e-02,  4.4888e-04, -2.3096e-03, -2.1252e-03],\n",
      "          [-1.8436e-03,  2.3884e-02,  5.4604e-03,  1.8580e-02, -4.1322e-03],\n",
      "          [ 5.2003e-03, -1.0931e-02, -3.8737e-03, -8.7909e-03,  4.2789e-03],\n",
      "          [ 1.2279e-02,  1.0151e-02, -3.5402e-03, -4.1291e-03, -1.1332e-02],\n",
      "          [ 8.9667e-03, -1.1899e-02,  6.9554e-03, -4.8725e-03,  5.2464e-03]],\n",
      "\n",
      "         [[-4.9501e-03, -1.0051e-02, -5.3131e-03,  1.6492e-02, -1.2322e-02],\n",
      "          [-3.2942e-03, -3.9113e-03, -5.5452e-03,  3.0775e-03, -1.1013e-02],\n",
      "          [ 4.4518e-03, -2.4199e-02,  1.1051e-02, -9.9902e-03,  5.9585e-03],\n",
      "          [ 3.4128e-03, -8.4272e-04, -5.7386e-03, -1.3153e-02,  1.4710e-02],\n",
      "          [-2.1744e-03,  2.2434e-02, -7.5425e-03,  1.1444e-02, -5.6341e-03]],\n",
      "\n",
      "         [[ 1.1466e-02, -8.3244e-03,  9.1497e-03,  1.4158e-03, -8.0586e-03],\n",
      "          [-4.4634e-03,  1.6827e-02,  6.8164e-03,  8.7373e-03,  1.1607e-02],\n",
      "          [-1.0457e-02, -7.2279e-04,  2.9238e-03,  2.4753e-03, -1.8856e-03],\n",
      "          [ 7.7472e-03,  1.0091e-02, -1.7231e-03,  2.2248e-02,  2.9792e-03],\n",
      "          [-1.1958e-02,  7.6714e-03,  1.7568e-03,  5.5212e-03, -9.4925e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-4.8862e-03, -1.2779e-02,  4.9939e-04,  5.9290e-03,  2.0935e-03],\n",
      "          [ 1.5132e-02, -2.9227e-03, -5.1190e-03, -1.0469e-02,  1.9616e-03],\n",
      "          [-6.4051e-03, -2.5370e-02, -1.2823e-02, -7.2192e-03,  2.1002e-02],\n",
      "          [ 6.4270e-03,  9.7881e-04,  3.7018e-03, -8.6512e-04,  1.8259e-02],\n",
      "          [-1.1257e-02, -4.3612e-04, -8.0812e-03,  2.7193e-02,  2.6070e-03]],\n",
      "\n",
      "         [[-1.3877e-02,  2.0855e-02, -5.0553e-03, -9.0826e-03,  5.1221e-03],\n",
      "          [ 1.5109e-03, -6.1131e-03,  3.9013e-03, -1.1518e-02,  1.0322e-03],\n",
      "          [-1.5110e-02, -1.0720e-02,  6.3214e-03, -9.2230e-03, -8.5208e-03],\n",
      "          [-1.2694e-03, -1.5241e-02, -2.5264e-04,  1.5585e-02,  2.2093e-03],\n",
      "          [ 1.3127e-03, -1.1242e-02, -9.7665e-04, -1.2277e-04, -9.9009e-04]],\n",
      "\n",
      "         [[-2.6933e-02, -1.1070e-02,  5.8403e-03, -7.3964e-03,  3.1715e-03],\n",
      "          [-5.4830e-03, -1.8071e-02,  6.9603e-03,  8.1809e-03,  1.1389e-02],\n",
      "          [-3.2622e-04,  6.5375e-03, -1.7701e-02, -2.0353e-02, -2.1786e-02],\n",
      "          [-2.5130e-03, -1.0038e-03, -5.1508e-03,  7.2499e-04,  1.0663e-02],\n",
      "          [-4.1529e-03, -9.1902e-03,  2.7874e-03, -2.1006e-02,  1.6569e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-2.8639e-03, -1.6902e-02, -1.3750e-03,  4.6941e-03, -8.0126e-03],\n",
      "          [ 2.7967e-03, -1.1965e-02, -2.0090e-02, -9.0703e-05,  6.9578e-03],\n",
      "          [ 3.0651e-02, -7.1711e-03, -4.5827e-03, -1.8435e-03, -1.7827e-03],\n",
      "          [ 2.0435e-02,  3.5114e-03,  1.3130e-02, -1.9445e-03,  6.7344e-03],\n",
      "          [ 1.4275e-02,  1.7420e-04, -1.5105e-02,  1.0591e-02,  3.3474e-03]],\n",
      "\n",
      "         [[-3.0306e-03, -1.1496e-02,  4.9705e-03,  1.1150e-02, -8.8737e-03],\n",
      "          [ 1.1780e-02, -2.1462e-02, -1.2232e-03,  5.4675e-03,  1.4309e-02],\n",
      "          [ 1.1620e-02, -6.8754e-03,  1.4905e-02, -1.4188e-03, -1.2991e-02],\n",
      "          [ 8.4307e-03, -1.7099e-03,  2.2303e-03,  2.0174e-03, -1.6012e-03],\n",
      "          [ 8.9187e-03,  1.7879e-03, -1.1511e-02, -3.8697e-03,  6.6785e-03]],\n",
      "\n",
      "         [[ 8.7584e-03, -1.0215e-02,  7.3264e-03,  5.3573e-03,  5.2976e-03],\n",
      "          [ 1.4533e-02, -2.4700e-04,  1.5075e-02,  4.0060e-03,  1.6341e-02],\n",
      "          [-1.3689e-02, -7.5035e-03,  8.0628e-03,  1.0635e-02,  7.4261e-03],\n",
      "          [ 5.5005e-03, -1.2681e-02,  2.2893e-02,  3.1483e-03, -1.4783e-03],\n",
      "          [-1.6735e-04, -5.6432e-03, -5.3974e-03,  5.7256e-03, -6.2606e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.7095e-03, -6.1386e-04,  8.1948e-03,  1.7413e-03, -9.5464e-03],\n",
      "          [-4.9161e-04,  8.4313e-03,  1.7494e-02,  1.7898e-02, -1.3712e-02],\n",
      "          [-9.6870e-04, -1.4221e-02, -1.3744e-02,  4.9194e-03,  7.3711e-03],\n",
      "          [-9.4198e-03,  1.9883e-03, -3.1681e-03, -4.1340e-03,  2.4054e-02],\n",
      "          [-9.3121e-03,  5.1931e-03,  7.3775e-03, -1.4787e-02,  1.1146e-02]],\n",
      "\n",
      "         [[-6.6028e-03, -2.6645e-03, -9.5318e-03,  6.3137e-03,  5.0526e-03],\n",
      "          [ 7.8355e-03, -1.0234e-02, -5.8561e-04, -5.3383e-03,  1.3064e-03],\n",
      "          [ 6.0749e-03, -9.5238e-03, -6.0722e-03, -4.7892e-03,  7.0374e-03],\n",
      "          [-7.8042e-03, -7.6679e-03, -4.8717e-03, -2.0604e-02,  8.6579e-03],\n",
      "          [ 9.7340e-03, -9.4247e-04,  7.6570e-03, -2.0569e-02, -1.4405e-02]],\n",
      "\n",
      "         [[-2.4311e-03, -8.7345e-03,  9.1914e-03, -6.9284e-03, -2.5978e-03],\n",
      "          [ 1.2631e-02, -9.0706e-03, -3.8612e-03,  1.3980e-02, -8.6847e-03],\n",
      "          [ 1.7378e-02, -4.7449e-03,  7.0274e-03, -5.0954e-03,  8.0566e-03],\n",
      "          [ 2.9015e-03,  4.4201e-03, -5.7106e-04,  3.4368e-03, -9.0862e-03],\n",
      "          [ 9.6318e-04,  5.1859e-03, -1.2598e-02,  1.6969e-03,  4.4236e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 1.0504e-02,  1.4322e-02, -4.6415e-03,  5.1191e-03,  1.9037e-03],\n",
      "          [ 1.5300e-02, -1.0224e-02,  4.4767e-03,  5.9334e-04,  4.3391e-03],\n",
      "          [ 1.4822e-02,  1.1573e-03, -2.2585e-03, -1.2789e-03,  7.1350e-04],\n",
      "          [-8.4319e-03,  7.6243e-03,  7.2201e-03,  2.2835e-02, -5.9638e-03],\n",
      "          [ 3.7994e-03, -4.2771e-03,  6.7399e-03,  1.5605e-02,  7.8093e-03]],\n",
      "\n",
      "         [[-6.0218e-03, -7.4473e-03,  5.8588e-03, -5.1933e-03, -6.5644e-03],\n",
      "          [-1.5539e-02,  2.6771e-03,  7.0113e-03,  1.1663e-02, -5.8715e-03],\n",
      "          [-9.4508e-03,  5.1501e-03,  2.9868e-03, -9.6870e-03,  8.9070e-03],\n",
      "          [-7.1607e-03,  2.4927e-03,  1.6784e-02,  5.6436e-03, -7.0015e-03],\n",
      "          [ 1.3464e-03,  7.4273e-03,  1.1881e-02, -9.9453e-03, -9.3412e-03]],\n",
      "\n",
      "         [[-2.8022e-03,  3.1633e-04, -9.9566e-03, -3.5691e-03,  2.0484e-03],\n",
      "          [ 9.7351e-03, -3.1226e-03, -3.9122e-03, -2.7899e-03,  6.6222e-03],\n",
      "          [ 4.1988e-03, -1.9615e-02, -1.8373e-02,  7.3538e-03,  5.3583e-03],\n",
      "          [-2.1537e-02, -4.0228e-03, -1.1000e-02, -1.0991e-02,  4.2958e-03],\n",
      "          [-7.5389e-03, -5.5446e-03,  8.3162e-03,  2.5993e-02, -1.6176e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-6.8969e-03,  3.9907e-03,  6.6567e-03,  7.1628e-03, -3.2148e-03],\n",
      "          [-1.1150e-03, -1.5547e-02, -1.0698e-03,  3.3068e-03, -4.5704e-03],\n",
      "          [-1.7055e-02, -3.5027e-03, -7.9308e-03, -3.7771e-03,  1.2204e-03],\n",
      "          [-2.0529e-03,  4.4472e-04,  2.2996e-02, -2.9917e-03, -2.0907e-02],\n",
      "          [ 6.3219e-04, -2.2298e-02,  9.0167e-03,  9.2546e-03,  1.2942e-02]],\n",
      "\n",
      "         [[ 1.5055e-03,  6.2510e-03,  8.7854e-03,  1.7321e-02, -3.7300e-03],\n",
      "          [-4.3540e-03, -1.7709e-02,  1.0780e-02,  5.2347e-03,  9.0698e-03],\n",
      "          [ 7.4710e-04, -4.6545e-03,  8.4290e-04, -1.0240e-02, -3.2932e-04],\n",
      "          [ 6.7401e-03, -4.8503e-03,  1.6476e-02,  7.0014e-04,  1.0085e-02],\n",
      "          [ 4.4601e-03, -4.0173e-03,  1.6659e-03, -5.9029e-03, -2.6343e-03]],\n",
      "\n",
      "         [[ 3.5835e-03, -5.7654e-05, -1.7399e-02,  1.8742e-03, -1.6202e-02],\n",
      "          [-6.3232e-03, -6.4394e-03,  1.3165e-02, -3.7810e-03,  1.0012e-02],\n",
      "          [ 1.7747e-02, -1.8086e-02, -1.9038e-02,  1.0856e-02, -1.3955e-03],\n",
      "          [-9.0487e-03,  1.6497e-03, -6.5190e-03, -1.0972e-02, -6.5697e-03],\n",
      "          [ 5.8779e-03,  1.3050e-02,  8.1562e-03,  8.0376e-03, -4.8949e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 7.5651e-03, -4.3080e-03,  6.5932e-03,  5.7644e-03, -2.1440e-03],\n",
      "          [-7.7248e-03, -3.5467e-03,  1.5183e-02,  7.9378e-03,  1.7678e-02],\n",
      "          [-1.5674e-02, -1.1580e-03, -4.5731e-03,  2.5104e-03,  2.4697e-02],\n",
      "          [ 8.2264e-03, -1.3191e-02, -1.2194e-02, -4.6367e-03,  2.1534e-02],\n",
      "          [-2.1486e-03,  4.5191e-04,  8.9616e-03, -1.8921e-03, -1.7811e-02]],\n",
      "\n",
      "         [[-9.5382e-03,  1.0655e-02,  5.9638e-03, -4.9383e-03, -1.2025e-02],\n",
      "          [ 7.8022e-03,  1.5310e-03,  1.6954e-03,  8.6184e-03, -1.3902e-02],\n",
      "          [ 6.3630e-03,  1.6008e-02,  2.0482e-03,  3.7826e-03, -5.1470e-04],\n",
      "          [-2.6916e-02, -3.0661e-03,  1.0191e-02, -5.4088e-03, -9.7959e-03],\n",
      "          [-6.5088e-03, -7.4944e-03,  1.5620e-02, -8.2138e-03, -2.5399e-03]],\n",
      "\n",
      "         [[-7.3098e-03, -4.5346e-03,  1.4053e-02,  1.1993e-02,  1.3134e-02],\n",
      "          [-1.9148e-02, -2.3422e-02, -6.8425e-03, -2.3487e-03, -1.4809e-02],\n",
      "          [-4.2644e-03,  7.5418e-04,  1.2559e-02,  1.1151e-03, -6.0270e-03],\n",
      "          [-1.1124e-02,  2.4173e-03, -7.8255e-04,  2.4444e-02,  6.9958e-03],\n",
      "          [-5.1552e-03, -1.0729e-02,  4.1730e-03,  1.0723e-02, -2.8396e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.5440e-02, -5.3829e-03, -1.4152e-02, -2.0944e-02,  1.8038e-03],\n",
      "          [-1.5079e-02, -4.8033e-03,  1.4425e-02,  7.7956e-03,  6.4957e-03],\n",
      "          [ 8.1498e-03, -2.2425e-03,  7.3611e-04, -2.7657e-03,  8.7903e-03],\n",
      "          [ 9.3405e-03, -6.7500e-03, -9.1603e-03,  2.0795e-04, -7.6292e-03],\n",
      "          [-7.3191e-03, -2.1713e-03,  1.1797e-02, -7.5023e-03,  2.6823e-02]],\n",
      "\n",
      "         [[ 9.9159e-04,  4.4670e-03,  1.2613e-02, -8.2139e-03,  2.3711e-03],\n",
      "          [-4.9353e-03,  7.5019e-03, -7.1940e-04,  8.3839e-03,  2.2773e-03],\n",
      "          [-1.7725e-03, -1.2878e-02, -4.9025e-03, -7.6434e-04, -2.8471e-03],\n",
      "          [-6.0913e-03, -3.4095e-03, -8.4516e-03,  9.7503e-03,  7.5232e-03],\n",
      "          [ 9.3727e-03,  8.6733e-04,  9.6692e-03, -1.6424e-03, -1.1942e-02]],\n",
      "\n",
      "         [[ 1.4073e-02,  1.5733e-02,  5.3972e-03, -6.1329e-03, -3.9464e-03],\n",
      "          [-6.2617e-03, -4.8295e-03,  2.2382e-03, -7.7725e-03,  8.2041e-03],\n",
      "          [ 1.1639e-02, -2.1779e-02,  8.7852e-03,  1.7929e-03, -3.2494e-03],\n",
      "          [ 2.5634e-02, -1.3585e-02,  1.3716e-02, -5.1035e-03,  6.1456e-03],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [-2.1273e-02, -1.5912e-02,  1.3271e-02,  3.6631e-03,  1.1266e-02]]]])\n",
      "k CCN.de_stage_1.2.conv.bias\n",
      "v tensor([-0.0258, -0.0212, -0.0420,  0.0425, -0.0190,  0.0220, -0.0137,  0.0199,\n",
      "         0.0256,  0.0123, -0.0359, -0.0218, -0.0344, -0.0054, -0.0392,  0.0198,\n",
      "         0.0090,  0.0077,  0.0272,  0.0017, -0.0003, -0.0421, -0.0216,  0.0113,\n",
      "         0.0440, -0.0026, -0.0439,  0.0401, -0.0195,  0.0219, -0.0290,  0.0431,\n",
      "        -0.0298,  0.0081,  0.0231,  0.0258, -0.0304, -0.0287,  0.0256, -0.0194])\n",
      "param tensor([-3.6054e-05, -2.1990e-05, -2.0309e-05, -2.8927e-06, -4.9979e-05,\n",
      "        -2.0800e-06,  8.8043e-06, -4.2535e-05, -8.0665e-06, -2.7108e-05,\n",
      "        -1.4042e-05, -8.0841e-06, -2.1567e-06,  7.1536e-06, -1.2929e-05,\n",
      "         4.0585e-06, -2.0205e-05,  1.2314e-05,  3.3307e-05, -5.3917e-06,\n",
      "         2.6061e-05,  6.1053e-06,  5.4996e-06, -2.6773e-06, -3.4250e-06,\n",
      "        -1.5561e-05, -2.2213e-06, -3.1341e-05,  4.6064e-06, -2.8104e-05,\n",
      "        -1.7955e-06,  2.1664e-05,  1.8662e-06, -1.2531e-05, -1.6721e-05,\n",
      "         4.6272e-07,  1.1673e-05,  7.2034e-06,  2.0029e-07,  1.7533e-05])\n",
      "v.copy tensor([-3.6054e-05, -2.1990e-05, -2.0309e-05, -2.8927e-06, -4.9979e-05,\n",
      "        -2.0800e-06,  8.8043e-06, -4.2535e-05, -8.0665e-06, -2.7108e-05,\n",
      "        -1.4042e-05, -8.0841e-06, -2.1567e-06,  7.1536e-06, -1.2929e-05,\n",
      "         4.0585e-06, -2.0205e-05,  1.2314e-05,  3.3307e-05, -5.3917e-06,\n",
      "         2.6061e-05,  6.1053e-06,  5.4996e-06, -2.6773e-06, -3.4250e-06,\n",
      "        -1.5561e-05, -2.2213e-06, -3.1341e-05,  4.6064e-06, -2.8104e-05,\n",
      "        -1.7955e-06,  2.1664e-05,  1.8662e-06, -1.2531e-05, -1.6721e-05,\n",
      "         4.6272e-07,  1.1673e-05,  7.2034e-06,  2.0029e-07,  1.7533e-05])\n",
      "k CCN.de_stage_1.2.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2500])\n",
      "v.copy tensor([0.2500])\n",
      "k CCN.de_stage_1.4.conv.weight\n",
      "v tensor([[[[ 7.8747e-03,  2.4114e-02,  1.0504e-02, -1.4413e-02, -1.7291e-02],\n",
      "          [-1.8713e-02,  8.5168e-03, -4.0191e-04,  1.9411e-02,  3.7550e-03],\n",
      "          [ 1.1537e-02,  8.0061e-03,  1.6874e-02, -2.8079e-02, -1.0226e-02],\n",
      "          [-2.0089e-02,  2.2488e-02, -2.7387e-02,  1.4982e-02, -2.0228e-02],\n",
      "          [-4.2937e-03,  1.1138e-03, -2.7319e-02, -1.6241e-02, -1.1257e-02]],\n",
      "\n",
      "         [[-6.5522e-03, -8.7335e-03,  3.3945e-03,  2.9027e-02, -2.4906e-02],\n",
      "          [ 2.9553e-02,  1.6373e-02, -1.0718e-02, -2.1494e-02, -3.1538e-02],\n",
      "          [ 2.8927e-02,  2.2265e-02, -2.9510e-02,  5.8696e-03, -1.2790e-03],\n",
      "          [-1.6233e-02, -1.9585e-02, -4.3802e-03, -3.0746e-02, -8.7769e-03],\n",
      "          [-2.9022e-02, -1.5666e-03,  6.2913e-04, -1.0120e-02,  7.9072e-04]],\n",
      "\n",
      "         [[ 1.2424e-02,  3.8415e-03,  1.7480e-02, -8.5154e-03, -1.3877e-02],\n",
      "          [-2.9457e-02, -1.4597e-02, -1.9666e-02, -3.1470e-02, -2.5568e-02],\n",
      "          [-1.3964e-02,  2.5872e-02, -2.4674e-02, -1.7082e-02, -2.3015e-02],\n",
      "          [-1.3038e-02,  1.3238e-02, -1.5179e-02, -2.9181e-02,  7.8901e-03],\n",
      "          [ 4.0174e-03,  2.2053e-02, -2.9955e-02, -1.4575e-02, -2.9603e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.2523e-02, -1.5671e-02,  1.2443e-02, -3.8801e-03,  3.1404e-02],\n",
      "          [-3.0935e-02,  1.6676e-02, -2.5512e-02,  2.4682e-02, -1.4251e-02],\n",
      "          [-2.8188e-02, -2.8279e-02, -2.4057e-02,  1.6401e-02,  5.8651e-03],\n",
      "          [-1.8298e-02, -1.6413e-02, -1.4349e-02, -8.5031e-03, -2.5233e-02],\n",
      "          [ 1.4196e-02,  1.0897e-02,  1.5882e-02, -3.6419e-03,  2.9351e-02]],\n",
      "\n",
      "         [[ 1.8126e-02,  1.0797e-02,  5.7845e-03, -3.5750e-03,  6.7199e-03],\n",
      "          [ 1.8537e-02, -2.8186e-02, -2.9173e-02,  1.3885e-02, -8.6219e-03],\n",
      "          [-2.7788e-03, -2.9304e-02,  1.6668e-02,  1.9241e-02, -2.3636e-02],\n",
      "          [ 1.1451e-02,  2.9088e-02, -2.2439e-02, -7.8062e-03,  1.1540e-02],\n",
      "          [ 7.1166e-04, -8.0777e-03,  2.0468e-02,  2.1035e-02,  7.9819e-03]],\n",
      "\n",
      "         [[ 1.7523e-02, -2.9176e-03,  3.5202e-03, -6.8379e-03,  2.0122e-02],\n",
      "          [ 6.1494e-03,  2.0329e-02,  2.6906e-02,  1.6866e-02,  2.1613e-02],\n",
      "          [ 1.2027e-02,  2.4440e-03,  1.1814e-02, -1.6717e-02, -8.0603e-03],\n",
      "          [ 1.1561e-02,  3.1504e-02,  3.9539e-03,  4.8788e-03,  4.2643e-03],\n",
      "          [ 1.9461e-03,  1.4429e-03, -2.3885e-02,  8.3909e-03, -1.7708e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.1865e-02,  1.2755e-02, -2.9021e-02, -7.5560e-03,  2.9175e-02],\n",
      "          [-1.9964e-02,  1.4245e-02,  1.2611e-02,  1.4878e-02, -2.2791e-02],\n",
      "          [ 1.4756e-02,  5.1518e-03, -3.0962e-02, -2.8324e-02, -1.6434e-02],\n",
      "          [-2.7403e-02,  3.0508e-03, -2.2944e-02, -1.4356e-02,  1.8278e-02],\n",
      "          [ 3.1224e-02, -2.8548e-02,  2.9102e-02,  2.3890e-02, -2.6141e-02]],\n",
      "\n",
      "         [[ 3.0569e-02, -1.9949e-02,  1.2936e-02,  3.7192e-03,  1.3258e-02],\n",
      "          [-2.6189e-02, -1.0571e-02, -2.0047e-02,  2.3445e-02,  1.3151e-02],\n",
      "          [-1.9225e-02, -9.4985e-03, -1.0743e-02, -5.4650e-03, -1.7227e-02],\n",
      "          [ 1.4676e-02, -2.4146e-03,  3.6103e-03, -2.6774e-02,  2.2515e-02],\n",
      "          [-2.1422e-02, -2.1699e-02, -2.8739e-02, -2.8791e-02,  5.6045e-03]],\n",
      "\n",
      "         [[ 1.2527e-02,  2.4952e-02,  1.6218e-02, -9.4505e-03, -1.2231e-02],\n",
      "          [ 1.7320e-02,  6.9947e-03, -5.8427e-03, -6.5599e-03, -1.0191e-02],\n",
      "          [ 6.2333e-03, -2.5124e-02, -1.1596e-02,  2.9783e-02, -1.9373e-02],\n",
      "          [ 6.3055e-03,  6.9418e-03,  1.4054e-02,  2.9963e-02, -2.6807e-02],\n",
      "          [-1.0028e-02, -2.8266e-03, -1.7153e-02,  2.8855e-02, -4.8543e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.4546e-02, -7.9630e-03, -2.6607e-02, -2.3852e-02, -2.0415e-02],\n",
      "          [ 6.8815e-03, -2.6713e-02,  2.1416e-02, -1.7112e-02,  2.7977e-03],\n",
      "          [ 3.0547e-02,  7.3979e-03, -3.1292e-02, -2.1360e-02, -1.2489e-02],\n",
      "          [ 2.0170e-02,  7.2575e-04, -2.8215e-02,  1.8034e-02, -7.2672e-03],\n",
      "          [ 1.9782e-02,  1.8888e-02, -1.7874e-02,  9.8146e-03,  2.0934e-02]],\n",
      "\n",
      "         [[ 2.2453e-02,  7.3330e-04,  6.9208e-03, -1.5008e-02, -6.5508e-03],\n",
      "          [ 3.6765e-03, -2.5717e-02, -1.1013e-02, -3.4395e-03, -3.1110e-02],\n",
      "          [-2.5275e-02, -2.1250e-02,  9.9834e-03,  2.4558e-02,  4.2725e-03],\n",
      "          [-5.5710e-03,  5.8617e-03, -1.3324e-02, -6.2668e-03, -2.7131e-03],\n",
      "          [-3.0309e-02, -1.0644e-02,  1.2478e-02,  6.2791e-03, -1.1267e-02]],\n",
      "\n",
      "         [[-1.6878e-02, -2.3760e-02, -3.6994e-03,  8.8163e-03, -8.5578e-03],\n",
      "          [-2.6284e-02, -8.4857e-03,  1.9919e-02,  3.1209e-02,  9.9880e-03],\n",
      "          [ 1.8860e-02, -9.9223e-03, -2.4042e-02, -1.5906e-02,  3.1735e-03],\n",
      "          [-4.3786e-03,  2.1841e-02, -4.7443e-03, -1.1242e-02, -3.0858e-02],\n",
      "          [-1.4072e-02,  9.8415e-03, -2.3742e-02,  2.8893e-02,  2.3839e-02]]],\n",
      "\n",
      "\n",
      "        [[[-1.1540e-02,  2.1085e-04,  1.3667e-02,  2.3955e-02, -1.7245e-02],\n",
      "          [-1.4374e-02,  2.8062e-02, -2.0796e-02, -9.3590e-03,  1.5882e-02],\n",
      "          [ 2.8071e-02,  2.4992e-02, -2.8632e-03, -2.7846e-02, -3.9263e-04],\n",
      "          [ 6.5605e-03, -2.6344e-02,  7.5048e-03,  2.9739e-02, -2.1067e-02],\n",
      "          [-1.8672e-03,  2.7661e-02,  9.3472e-03, -1.4547e-02,  2.4127e-02]],\n",
      "\n",
      "         [[ 2.2228e-02,  5.0380e-03, -3.0019e-02,  1.6157e-03,  6.6995e-03],\n",
      "          [-7.2416e-03, -3.0443e-02,  1.4312e-02,  1.2850e-02, -8.3649e-03],\n",
      "          [-2.5945e-03,  2.7064e-02,  1.7286e-02, -2.5274e-02,  3.1427e-02],\n",
      "          [-2.0104e-02, -2.5944e-02, -3.0886e-02,  2.1437e-02,  1.5264e-02],\n",
      "          [ 1.5090e-02,  1.3912e-02,  2.3421e-02, -6.9095e-03,  1.0917e-02]],\n",
      "\n",
      "         [[-3.1601e-02,  3.4791e-03, -2.1670e-02, -1.7696e-02,  9.6274e-03],\n",
      "          [-4.6558e-04, -2.0387e-02,  1.7099e-02,  1.4029e-02,  1.4970e-02],\n",
      "          [-3.1262e-02,  2.0093e-02,  2.7457e-02, -2.3202e-02, -2.6354e-03],\n",
      "          [ 1.4053e-02,  7.8600e-03,  1.0654e-02, -7.7476e-03, -5.8917e-03],\n",
      "          [ 2.3692e-02, -2.6921e-02,  1.7370e-02,  6.7997e-03,  2.1108e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.0284e-02,  2.2881e-03,  3.1406e-02,  8.1360e-03,  1.0093e-02],\n",
      "          [-2.3510e-02,  2.7722e-02,  1.6072e-02, -2.1481e-02,  5.8816e-04],\n",
      "          [ 9.2312e-03,  2.9314e-02,  2.2359e-02, -1.7271e-02,  1.1673e-02],\n",
      "          [ 2.0671e-02,  7.8943e-03,  8.5174e-04, -2.5679e-02,  2.5606e-02],\n",
      "          [-3.8110e-04, -2.1212e-02, -1.8219e-03,  8.5320e-03, -3.0451e-02]],\n",
      "\n",
      "         [[-1.4996e-02, -2.1549e-02,  3.5507e-03, -2.2011e-02,  2.0180e-02],\n",
      "          [-2.0216e-02, -2.3682e-02,  2.7336e-02,  2.7347e-02, -1.3373e-02],\n",
      "          [-1.2239e-02,  2.9152e-02, -2.8837e-02,  5.2381e-03,  2.7121e-03],\n",
      "          [ 1.2244e-02,  1.0931e-03,  2.1888e-02,  2.3396e-02,  7.7705e-03],\n",
      "          [ 2.4825e-02, -1.0300e-02,  2.8465e-02, -3.1617e-02, -1.1474e-02]],\n",
      "\n",
      "         [[-1.3432e-03,  2.0059e-02,  1.7621e-02, -2.1218e-02, -1.1038e-02],\n",
      "          [ 2.5233e-02, -7.0405e-03,  2.8985e-02, -2.0570e-02,  2.9910e-03],\n",
      "          [ 2.4917e-02, -2.7553e-02,  1.0155e-02, -1.8801e-02, -7.4473e-03],\n",
      "          [-2.2137e-02, -1.0075e-02,  1.1366e-02,  2.4874e-02,  6.9480e-03],\n",
      "          [ 2.4325e-02, -1.9196e-02,  2.6555e-02, -2.6451e-02, -2.4497e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-1.2975e-02, -1.6417e-02, -5.3117e-03, -2.7360e-02,  1.8672e-02],\n",
      "          [ 1.8456e-02, -1.3482e-03,  4.2080e-03,  2.4200e-02, -2.1109e-02],\n",
      "          [ 1.5626e-03, -6.7944e-03,  2.7067e-02, -3.0621e-02,  1.9866e-02],\n",
      "          [-3.0686e-02,  1.7201e-02, -7.8830e-03, -2.0856e-02,  2.7340e-02],\n",
      "          [ 8.0164e-03,  2.8162e-02, -7.5410e-04,  2.0656e-02, -1.1111e-02]],\n",
      "\n",
      "         [[ 5.5636e-03,  2.6336e-02, -2.9185e-02, -8.8800e-03, -7.7482e-03],\n",
      "          [ 2.5118e-02,  3.0633e-03, -2.9229e-02, -2.4012e-02,  2.5607e-03],\n",
      "          [ 3.0112e-02, -2.5558e-02,  6.1721e-05,  3.0736e-02, -1.7551e-02],\n",
      "          [-1.7742e-02,  3.0010e-02,  2.2920e-02,  6.5622e-03, -9.6964e-03],\n",
      "          [-1.0578e-02,  5.3617e-03,  2.9853e-02, -1.7208e-02,  2.8290e-02]],\n",
      "\n",
      "         [[-1.0068e-02,  2.9390e-03, -2.2515e-02, -1.4213e-02,  2.8895e-02],\n",
      "          [-3.0718e-02, -1.6885e-02,  3.0336e-02,  1.7114e-02, -5.1384e-03],\n",
      "          [ 2.2840e-02,  1.8683e-04,  2.4870e-02, -1.4766e-02, -2.5805e-02],\n",
      "          [ 1.9560e-03, -2.9513e-02, -4.6078e-03, -1.9190e-02, -2.5126e-02],\n",
      "          [ 1.9827e-02,  2.7730e-02, -2.9733e-02, -1.7556e-02, -6.9857e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.2457e-02,  1.9409e-02,  1.9868e-02, -2.7004e-02, -2.5276e-02],\n",
      "          [-3.0342e-02, -1.9563e-02, -3.0306e-02, -1.1527e-02, -9.2403e-03],\n",
      "          [-2.1675e-02,  1.8860e-02,  2.1316e-02, -2.4862e-02,  2.9219e-02],\n",
      "          [ 2.8216e-02,  2.5320e-02, -2.7917e-02,  5.4260e-03, -2.8465e-02],\n",
      "          [ 6.2089e-04,  7.4141e-04,  4.6590e-04,  2.4584e-02, -2.3868e-02]],\n",
      "\n",
      "         [[ 1.7386e-02, -2.2086e-03, -5.1645e-03, -2.7455e-02, -7.8195e-03],\n",
      "          [-2.5788e-02, -1.0011e-02, -2.5592e-02,  2.8771e-02, -2.0009e-02],\n",
      "          [-8.8240e-03,  1.0054e-02,  2.5498e-02,  1.9094e-02, -1.5529e-02],\n",
      "          [-8.9570e-03, -9.9385e-03,  1.2134e-02,  1.9340e-02, -3.0745e-02],\n",
      "          [-1.3084e-02,  7.6731e-03, -3.1318e-02, -2.5076e-02,  2.1187e-02]],\n",
      "\n",
      "         [[-1.7687e-04, -1.1569e-02,  2.7889e-02, -2.4053e-02, -1.2529e-02],\n",
      "          [-2.9010e-02, -1.7251e-02,  2.2326e-02,  1.1163e-02, -6.6694e-03],\n",
      "          [-1.4937e-02,  6.1843e-03,  8.9475e-03,  1.4159e-02, -1.9066e-02],\n",
      "          [ 1.9788e-02, -2.6022e-02,  2.4697e-02, -8.2947e-03,  2.1903e-02],\n",
      "          [ 2.2659e-02,  3.1589e-02, -2.4195e-02, -2.9000e-02,  2.6433e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 9.3626e-03,  1.9784e-02,  2.1505e-02, -2.1136e-02,  2.1915e-02],\n",
      "          [-2.0681e-02,  2.3524e-03, -1.0861e-02,  2.3605e-02, -1.4546e-02],\n",
      "          [-2.8687e-03,  2.2989e-02,  1.0519e-02,  3.1590e-02, -2.3220e-02],\n",
      "          [-1.0614e-02,  1.4553e-02, -9.5851e-03,  2.1129e-03, -9.0590e-03],\n",
      "          [ 2.7974e-02, -3.0878e-02, -1.3475e-02, -1.8778e-02,  2.4587e-02]],\n",
      "\n",
      "         [[-3.0352e-02,  1.5164e-02,  2.3590e-03, -1.5636e-02,  4.3588e-03],\n",
      "          [-1.6683e-02,  2.8368e-02,  2.9314e-02, -2.2864e-02,  2.3389e-02],\n",
      "          [ 2.4636e-02,  2.9847e-02,  1.5482e-02,  1.0120e-02, -1.7472e-02],\n",
      "          [ 2.8428e-02,  4.6898e-05,  8.2324e-03, -1.1032e-02, -1.6514e-02],\n",
      "          [-2.3424e-02,  2.5745e-02,  8.1676e-03, -1.1480e-02, -3.1403e-02]],\n",
      "\n",
      "         [[ 2.9374e-02, -3.0827e-02,  2.2293e-02, -2.5582e-02,  5.0545e-03],\n",
      "          [-2.8185e-02, -6.8106e-03,  2.1086e-02, -1.9844e-02, -1.0799e-02],\n",
      "          [ 8.5570e-03, -1.3392e-02,  1.1544e-02, -2.9338e-02,  1.3827e-02],\n",
      "          [ 9.2213e-03, -2.7018e-02, -2.4244e-02, -1.3531e-02,  2.2459e-02],\n",
      "          [ 1.1607e-02,  9.6299e-03,  2.1880e-02, -3.0704e-02,  1.2942e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.4159e-02, -2.3513e-02,  1.4976e-02, -1.8873e-02, -1.1807e-02],\n",
      "          [-7.4970e-03,  3.1443e-02,  2.2804e-02, -5.7915e-03,  8.7842e-06],\n",
      "          [ 1.9047e-02,  1.1739e-02,  3.0896e-02,  1.9324e-02,  1.4367e-02],\n",
      "          [ 2.6448e-03,  2.3957e-02, -1.4702e-02,  1.1302e-02,  1.6975e-02],\n",
      "          [ 1.6160e-02,  6.8506e-03, -2.9336e-02,  2.1929e-02, -9.5292e-03]],\n",
      "\n",
      "         [[-1.5816e-02,  4.6548e-03,  2.7688e-02,  2.3552e-02, -3.0811e-02],\n",
      "          [ 1.6149e-02,  5.6588e-03,  1.1838e-02,  1.7843e-02, -2.2206e-02],\n",
      "          [ 3.0921e-02, -1.6867e-02,  2.4930e-02,  1.2441e-02,  2.8236e-02],\n",
      "          [-2.5292e-02,  7.7327e-03, -1.3020e-02, -2.0881e-02,  6.2775e-03],\n",
      "          [ 2.8748e-03,  2.1735e-02, -1.9394e-02,  9.6902e-04, -2.9779e-02]],\n",
      "\n",
      "         [[-2.5176e-02,  1.6840e-03, -1.2341e-02, -2.2783e-03, -2.6201e-02],\n",
      "          [-1.1711e-02,  1.3570e-02,  9.5382e-03, -1.4422e-02,  5.8396e-03],\n",
      "          [-2.1377e-02,  2.1729e-02,  2.9710e-02,  1.6728e-02, -8.7040e-03],\n",
      "          [-2.1220e-02,  1.5554e-02,  3.1431e-02, -2.6423e-03,  2.5452e-02],\n",
      "          [ 1.7670e-02,  7.3020e-04,  1.4454e-02, -2.6123e-02,  5.3443e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 1.6598e-02, -1.5519e-02, -2.7314e-02, -6.8030e-03,  2.4449e-02],\n",
      "          [ 2.9114e-02, -1.1855e-02,  3.3226e-03,  1.5029e-02, -5.1015e-03],\n",
      "          [-1.2541e-02, -4.6917e-03,  6.8271e-03,  1.9521e-02, -5.0276e-03],\n",
      "          [-9.8193e-03, -3.1019e-02, -1.7698e-02,  2.0255e-02, -1.1747e-02],\n",
      "          [ 2.9817e-02, -1.8012e-02,  2.7359e-02,  8.5362e-03,  2.3308e-02]],\n",
      "\n",
      "         [[ 1.8864e-02, -2.1269e-04,  1.1774e-02,  3.0791e-02, -6.0503e-03],\n",
      "          [-1.3402e-02,  1.4418e-02,  1.0905e-04, -1.9308e-02,  2.7890e-02],\n",
      "          [ 1.9347e-02,  1.7613e-03, -7.9411e-03,  9.5369e-03,  8.4948e-04],\n",
      "          [-1.4452e-02,  2.9425e-02, -2.3098e-02, -4.7499e-03,  1.8329e-02],\n",
      "          [-1.8464e-02, -2.7972e-02,  2.7128e-02, -8.3709e-03,  3.0202e-02]],\n",
      "\n",
      "         [[-3.5820e-03, -3.0273e-02,  2.1599e-03, -1.2195e-02,  1.8895e-02],\n",
      "          [-1.7733e-02,  1.4111e-02, -2.3402e-02,  1.5230e-02,  4.2173e-03],\n",
      "          [ 1.1397e-02, -1.6619e-02, -1.0998e-02, -4.1454e-03, -1.1960e-02],\n",
      "          [-4.6490e-03, -1.5356e-02, -5.0049e-03, -2.0915e-02, -2.9450e-02],\n",
      "          [ 1.7988e-02,  1.7353e-02, -2.1051e-02,  5.6069e-03,  1.1401e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.2929e-02, -2.6016e-02, -9.1226e-03, -1.4376e-02,  1.6644e-02],\n",
      "          [-3.1042e-02,  2.9289e-02,  2.1288e-02,  2.1331e-02, -1.2893e-02],\n",
      "          [ 1.7129e-02, -5.5111e-03,  1.5319e-02, -7.9506e-03,  1.9206e-02],\n",
      "          [ 1.3897e-02,  3.0678e-02, -2.5857e-02,  2.5920e-02, -1.7676e-02],\n",
      "          [ 4.0542e-03, -3.1160e-02, -2.2565e-02, -1.2466e-02, -3.1013e-02]],\n",
      "\n",
      "         [[-2.3501e-03,  2.9868e-02,  1.9850e-02,  1.3155e-02, -1.4598e-03],\n",
      "          [-1.2688e-02, -2.8745e-02, -2.1830e-02,  2.9633e-02,  1.4273e-02],\n",
      "          [ 1.5700e-02, -1.9174e-02,  9.2488e-03, -2.6226e-02,  5.2963e-03],\n",
      "          [-8.4551e-03, -2.5152e-02,  1.2692e-02,  1.6699e-02,  3.1602e-02],\n",
      "          [ 2.2106e-02,  1.9576e-02,  5.1113e-03,  1.0744e-03, -9.9053e-03]],\n",
      "\n",
      "         [[ 2.1453e-02,  2.2145e-02,  1.7871e-02,  8.2543e-03, -2.0155e-03],\n",
      "          [-1.8724e-02,  2.8490e-02, -7.8259e-03, -1.6605e-02, -1.7354e-04],\n",
      "          [ 1.7461e-02, -2.9591e-02, -5.8054e-03,  2.1195e-02, -2.3971e-03],\n",
      "          [ 2.8694e-02,  1.9104e-02, -3.8132e-03,  6.5836e-03, -2.3857e-02],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [ 3.0853e-02, -1.5809e-02, -3.0401e-02, -2.5884e-02,  2.3106e-02]]]])\n",
      "param tensor([[[[-7.7783e-03,  1.9313e-03,  7.7348e-03,  2.8884e-03, -4.0689e-04],\n",
      "          [ 1.3341e-02,  2.7411e-03,  3.6402e-03,  1.1762e-02,  1.1668e-02],\n",
      "          [ 2.0064e-03,  1.7731e-02, -4.2007e-03,  1.0574e-02, -1.4437e-03],\n",
      "          [-6.8992e-03,  2.2990e-03, -3.1554e-03,  8.0853e-03,  7.8018e-03],\n",
      "          [ 7.8115e-03, -6.1822e-03,  5.4640e-03,  7.6472e-03, -3.1513e-04]],\n",
      "\n",
      "         [[-1.1994e-02, -5.2371e-03, -6.6660e-03,  6.6902e-03, -1.2786e-03],\n",
      "          [ 1.2331e-03, -1.5487e-03,  1.3313e-02,  6.2907e-03,  3.7422e-03],\n",
      "          [ 3.3316e-03, -1.1920e-03, -4.6087e-03, -1.3027e-02, -5.0904e-03],\n",
      "          [ 1.9669e-03,  7.3314e-03, -4.5097e-03,  1.4474e-02, -5.9206e-03],\n",
      "          [-9.8363e-03, -1.1910e-02, -2.4038e-06, -1.3510e-02, -7.3605e-03]],\n",
      "\n",
      "         [[-1.6424e-03,  9.0301e-03, -1.1891e-02,  1.7265e-03, -2.5005e-02],\n",
      "          [ 8.3144e-03,  4.0262e-03, -1.6561e-02,  2.2035e-02, -4.8328e-03],\n",
      "          [ 4.9777e-03, -8.4312e-03,  1.4762e-02,  2.0646e-02, -1.1387e-03],\n",
      "          [ 8.1275e-03, -1.2560e-02, -3.4589e-03,  2.1632e-02, -6.5752e-03],\n",
      "          [-7.1809e-03,  5.9448e-03, -3.3803e-03, -8.8982e-03,  2.0442e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.8215e-03,  4.0210e-04, -2.9670e-03, -7.9621e-03, -1.0963e-02],\n",
      "          [ 4.9657e-03,  1.0267e-02, -1.5343e-02, -8.3373e-03, -9.4636e-03],\n",
      "          [-1.1613e-03,  5.3037e-03, -8.6206e-03,  4.2619e-04, -3.3034e-03],\n",
      "          [ 5.8829e-03, -7.8682e-03, -8.4693e-03,  6.9119e-03,  8.4326e-03],\n",
      "          [-1.8295e-02,  1.2353e-02, -3.5453e-03, -8.9736e-03,  1.5905e-02]],\n",
      "\n",
      "         [[-1.1386e-02,  9.7468e-03, -2.1961e-03,  3.2002e-03, -5.3344e-04],\n",
      "          [-1.6032e-03,  5.7449e-03, -1.4592e-02,  1.1665e-02,  4.7288e-03],\n",
      "          [-4.2521e-03,  4.9023e-03, -8.1847e-03, -7.3850e-03, -6.3001e-03],\n",
      "          [ 2.1658e-03,  1.1294e-03, -3.7290e-03, -1.1731e-02,  2.0694e-02],\n",
      "          [ 8.5052e-03, -9.0857e-03,  2.7974e-03,  3.7753e-03,  6.0266e-03]],\n",
      "\n",
      "         [[-7.7932e-04,  8.1522e-03, -3.5078e-03, -2.0411e-02,  1.5858e-03],\n",
      "          [ 6.8465e-03,  1.1633e-02,  5.3351e-03, -1.1377e-02,  1.2156e-04],\n",
      "          [-9.2303e-03,  1.2364e-04, -5.7002e-03, -7.9743e-04,  1.2913e-02],\n",
      "          [ 5.5646e-03,  1.0660e-02, -4.2484e-03, -2.7990e-04, -9.8586e-03],\n",
      "          [-3.8499e-03,  1.5219e-03, -3.4540e-03, -8.5077e-03,  1.4834e-03]]],\n",
      "\n",
      "\n",
      "        [[[-3.9682e-03,  2.4815e-03, -2.3114e-03,  5.2265e-03,  1.2044e-02],\n",
      "          [-1.7877e-02,  8.5390e-03,  9.4648e-03, -1.7411e-02, -4.3717e-03],\n",
      "          [ 7.7518e-03, -3.7446e-03, -3.1781e-03, -1.4820e-02, -9.1483e-03],\n",
      "          [-7.7614e-03,  1.2171e-03, -1.1669e-02, -4.5273e-04,  8.3489e-03],\n",
      "          [-1.2392e-02, -6.8553e-03,  3.0806e-04, -1.4538e-02,  1.5042e-02]],\n",
      "\n",
      "         [[-3.8804e-04, -2.1156e-03,  8.6270e-03,  1.4152e-02,  6.8542e-03],\n",
      "          [ 1.1560e-03,  4.0437e-03, -5.4642e-03,  7.9701e-03,  7.9611e-04],\n",
      "          [ 5.8447e-03,  5.6405e-03,  1.7388e-02, -6.6222e-03,  6.0022e-03],\n",
      "          [-1.7430e-02, -1.1134e-02, -1.6335e-02, -9.2131e-03, -4.6996e-03],\n",
      "          [ 2.7277e-02,  1.0412e-02, -2.5946e-03, -5.1853e-03,  2.0861e-03]],\n",
      "\n",
      "         [[ 8.0980e-03,  3.6650e-03,  1.7155e-02, -2.2715e-04, -1.3955e-04],\n",
      "          [-2.5076e-03,  5.8590e-03, -3.7116e-03,  1.8876e-04,  1.2256e-02],\n",
      "          [ 5.4657e-03, -2.6508e-03, -9.2268e-03, -7.7396e-03,  2.0052e-02],\n",
      "          [ 3.7357e-03,  8.1926e-03,  1.4052e-02,  1.4143e-02, -7.8450e-03],\n",
      "          [-3.7669e-03, -1.2814e-02, -5.3016e-03, -6.0513e-03,  1.6502e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 2.6384e-03,  1.4752e-02,  7.0334e-03, -9.4480e-03, -1.9765e-03],\n",
      "          [-8.3649e-04,  2.1962e-02, -6.5493e-03,  1.5810e-03,  5.1526e-03],\n",
      "          [ 7.1143e-03,  7.8469e-03,  7.1507e-03, -9.3854e-03,  2.8992e-03],\n",
      "          [-1.2945e-02,  1.1836e-02, -1.9826e-03,  1.8900e-03,  1.9423e-02],\n",
      "          [-1.1486e-02, -4.9006e-03,  1.4284e-03,  2.4308e-03, -8.0756e-03]],\n",
      "\n",
      "         [[-5.9566e-03,  1.0099e-02, -6.2195e-03, -1.0405e-02,  9.6150e-03],\n",
      "          [ 4.9875e-03, -1.8438e-03, -3.9936e-03,  3.1903e-03, -4.7173e-03],\n",
      "          [-3.2849e-03, -9.1925e-03,  7.4013e-03,  1.4741e-02,  1.3278e-02],\n",
      "          [-4.3221e-03,  7.5234e-03,  3.2904e-03,  2.2724e-02, -9.0645e-05],\n",
      "          [ 1.5432e-02,  1.0074e-02,  1.3107e-02, -3.0573e-02, -3.9827e-03]],\n",
      "\n",
      "         [[ 4.3506e-03,  1.7122e-02, -1.1675e-03,  6.5182e-03, -4.0417e-03],\n",
      "          [ 1.4648e-02, -9.6104e-03, -1.3038e-02,  6.8207e-03,  7.7055e-03],\n",
      "          [ 7.5501e-03, -3.9712e-03,  1.3110e-02, -1.6001e-03, -2.0547e-02],\n",
      "          [-1.2849e-02, -1.4645e-02, -2.3938e-03, -8.7147e-03, -1.6401e-02],\n",
      "          [-8.0657e-03, -1.8146e-02,  5.1683e-03,  9.9941e-03,  1.5195e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.9719e-03, -8.8148e-03,  2.8956e-03, -2.3498e-03, -2.0569e-02],\n",
      "          [-8.1630e-03, -9.5491e-03,  1.0857e-03, -2.0569e-03,  1.6607e-02],\n",
      "          [-6.7674e-04, -1.2435e-02, -1.5401e-02, -1.9766e-02,  2.3855e-03],\n",
      "          [ 8.0492e-04, -3.7526e-03,  1.2235e-02,  2.4720e-02,  6.7024e-04],\n",
      "          [-9.7527e-04,  2.5269e-02, -1.7581e-02,  9.8910e-03, -1.1812e-04]],\n",
      "\n",
      "         [[ 1.4605e-02,  9.9728e-03,  1.2301e-02,  3.5667e-05, -1.1105e-04],\n",
      "          [-8.7213e-03, -6.9261e-03, -5.6333e-03, -4.4856e-04,  6.9375e-03],\n",
      "          [ 2.6928e-03, -9.6657e-03, -7.9317e-03,  8.4422e-03,  5.0365e-03],\n",
      "          [ 1.5239e-02, -1.0210e-02,  4.4730e-04, -4.1376e-03, -2.2262e-03],\n",
      "          [ 1.2917e-03,  1.7412e-02,  1.8403e-02,  7.5215e-03, -3.5883e-03]],\n",
      "\n",
      "         [[ 1.5262e-02,  8.0222e-03,  9.6218e-03,  1.7048e-03,  5.6074e-03],\n",
      "          [-1.1460e-02, -3.3260e-03, -1.6649e-02,  1.4294e-02,  1.0911e-02],\n",
      "          [-1.5447e-02,  9.3010e-03, -3.4775e-03,  3.6942e-03,  9.4647e-03],\n",
      "          [ 1.0054e-02,  7.0070e-03, -2.2410e-03, -9.2931e-03,  8.5190e-03],\n",
      "          [ 1.9483e-02, -1.1214e-03,  2.6177e-03,  1.5926e-03,  1.5832e-05]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.0973e-02, -6.4683e-03,  7.9470e-03, -9.1278e-03,  9.6591e-03],\n",
      "          [ 3.5224e-03,  1.1249e-02, -1.4354e-02, -1.2952e-02, -1.3490e-02],\n",
      "          [-5.7301e-03,  2.2337e-02,  4.0712e-03, -8.5140e-03,  1.3028e-02],\n",
      "          [ 3.1355e-03, -7.9115e-04,  7.4628e-03, -7.6500e-03, -2.3505e-03],\n",
      "          [-7.7631e-03, -2.0557e-02,  4.0705e-03,  6.6007e-03, -1.8615e-03]],\n",
      "\n",
      "         [[ 7.4535e-03,  9.2618e-03,  4.9372e-03,  4.3420e-04, -9.4691e-03],\n",
      "          [ 1.7525e-03, -6.0064e-03, -1.4094e-02, -2.3064e-02,  2.7456e-03],\n",
      "          [ 6.2712e-04, -1.8998e-02, -2.2411e-02, -2.5086e-02, -1.1959e-02],\n",
      "          [ 2.2225e-03, -1.5455e-02, -1.5850e-02, -2.8682e-02,  1.6478e-02],\n",
      "          [ 7.6673e-03,  9.7120e-03,  9.7926e-03,  3.3955e-03, -2.4755e-02]],\n",
      "\n",
      "         [[ 5.7772e-03, -9.6759e-03, -8.6158e-03, -1.1963e-02,  2.4221e-03],\n",
      "          [-1.3364e-02,  1.1991e-02,  1.4164e-02,  1.7634e-02, -9.4221e-03],\n",
      "          [ 2.8114e-03,  2.3244e-02,  2.5071e-02,  2.0181e-03,  2.4554e-03],\n",
      "          [ 5.4386e-03,  1.4495e-02, -5.4575e-03, -1.6949e-03,  1.3522e-02],\n",
      "          [-4.2719e-03, -2.3736e-03, -1.0901e-02,  8.9162e-03,  5.0941e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-5.5245e-03,  6.2776e-03,  8.6350e-04,  1.9644e-03, -7.0599e-03],\n",
      "          [ 1.5575e-02, -1.4356e-02, -3.2686e-03, -1.6415e-03,  2.8736e-03],\n",
      "          [-9.9663e-04,  5.1283e-04,  1.3294e-02,  8.6151e-03,  1.9573e-03],\n",
      "          [-6.1497e-03,  8.2641e-03,  4.6424e-03,  1.1305e-02,  1.7701e-02],\n",
      "          [ 3.9493e-03, -9.7508e-04,  1.4877e-03,  7.1372e-03,  1.7020e-02]],\n",
      "\n",
      "         [[ 2.6839e-03, -2.2800e-02, -1.5653e-02, -8.9038e-03,  8.3032e-03],\n",
      "          [ 7.8150e-03, -8.5622e-03,  8.8248e-03,  1.9482e-03,  2.3384e-03],\n",
      "          [ 1.0103e-02, -1.1254e-02, -1.1504e-02,  2.6740e-02, -1.6592e-03],\n",
      "          [ 4.6992e-03,  1.3212e-03,  1.1653e-02, -1.3070e-02,  2.1951e-03],\n",
      "          [ 1.4240e-02,  5.4333e-03,  1.0638e-02,  1.6819e-02,  4.5803e-03]],\n",
      "\n",
      "         [[ 2.5279e-03, -2.4651e-03, -3.6720e-03,  5.7095e-03,  1.4996e-02],\n",
      "          [ 2.7494e-04,  1.5033e-03,  1.2803e-03, -7.7868e-03, -2.9217e-03],\n",
      "          [ 5.6002e-03, -4.3673e-03,  3.0861e-03,  7.6420e-03,  5.8769e-03],\n",
      "          [ 1.2087e-02,  5.5390e-03,  2.0724e-02, -1.9634e-02, -1.4539e-02],\n",
      "          [-2.4208e-02, -2.6099e-03,  3.8245e-03, -1.6666e-02, -7.0746e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 3.7072e-03,  1.2762e-04,  9.0280e-03,  6.3782e-03, -1.4316e-02],\n",
      "          [-1.3579e-02,  8.5674e-03,  2.8304e-03, -2.2243e-02,  2.3288e-02],\n",
      "          [ 2.2938e-03, -9.3095e-03, -1.3939e-02, -2.4674e-02,  1.1064e-02],\n",
      "          [-2.6357e-03,  7.5004e-03, -1.6693e-02,  8.1816e-03, -6.3850e-03],\n",
      "          [-7.5582e-03,  3.7276e-03,  9.3230e-03, -5.2855e-03,  3.2723e-04]],\n",
      "\n",
      "         [[ 9.6179e-03,  1.0856e-02, -5.6289e-03,  3.5131e-03, -1.1302e-03],\n",
      "          [ 1.2268e-02, -1.4511e-02,  6.9373e-03, -7.9255e-03,  6.9780e-03],\n",
      "          [-1.8451e-02, -2.6939e-03, -1.1363e-02,  1.2229e-02, -1.1251e-02],\n",
      "          [ 6.5472e-04,  1.0459e-02, -7.5679e-03,  5.1740e-04,  1.9352e-03],\n",
      "          [ 6.4286e-03, -1.0851e-02,  4.6520e-04,  9.5405e-03, -4.9992e-03]],\n",
      "\n",
      "         [[-3.9231e-03, -7.8882e-03,  1.8639e-02, -8.9870e-03,  5.5572e-03],\n",
      "          [ 1.0418e-02,  5.5091e-03,  4.6339e-03, -7.8306e-04, -7.9496e-03],\n",
      "          [ 1.9463e-02, -1.3072e-02,  9.1636e-03, -9.4737e-05,  5.5359e-04],\n",
      "          [ 1.9414e-02, -1.0063e-02,  9.5136e-03,  9.1242e-03,  9.1862e-03],\n",
      "          [-1.7404e-02, -9.5222e-03,  1.5114e-04,  6.0283e-03, -7.9294e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 7.0102e-04,  8.5318e-03,  5.4972e-03,  2.0511e-02,  1.8178e-02],\n",
      "          [ 1.2430e-02,  7.5268e-03,  5.4345e-03,  1.2377e-02,  1.7835e-04],\n",
      "          [ 1.4857e-02, -4.4741e-03,  2.7441e-03,  3.7393e-04, -1.8947e-02],\n",
      "          [-8.5838e-03,  7.5263e-03, -5.4935e-03,  9.5051e-03, -5.8909e-03],\n",
      "          [ 4.5300e-03, -1.6247e-03,  1.5594e-02,  4.7182e-03,  6.9709e-03]],\n",
      "\n",
      "         [[-1.4521e-02,  9.3272e-03, -6.7176e-03,  7.6935e-03, -1.5572e-03],\n",
      "          [-7.5466e-03, -4.5387e-03, -1.0133e-02,  8.0217e-03,  4.7561e-03],\n",
      "          [-5.9583e-04, -8.5508e-03, -3.8690e-03,  4.8738e-03,  1.6299e-03],\n",
      "          [-5.9636e-03,  1.4927e-03,  1.2473e-02, -2.4550e-03, -9.0323e-03],\n",
      "          [-4.5105e-03,  4.1775e-03,  7.4274e-03, -6.4842e-03,  5.2803e-04]],\n",
      "\n",
      "         [[ 2.1902e-02,  2.0713e-04, -3.6447e-03, -1.2238e-02, -4.1463e-05],\n",
      "          [ 6.4480e-03,  7.9132e-03,  4.0844e-03, -2.1794e-02, -5.6832e-03],\n",
      "          [ 2.5867e-02, -2.0334e-03,  6.8974e-03,  1.0808e-02,  2.2178e-03],\n",
      "          [-7.1441e-03, -1.6126e-03,  6.3242e-04,  4.1413e-04,  5.0589e-03],\n",
      "          [-1.1521e-02, -2.1666e-02,  9.0895e-04,  8.3594e-03,  1.5233e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.6695e-03, -1.0431e-02,  1.1433e-03, -4.5764e-03,  3.7667e-03],\n",
      "          [-4.1624e-03, -1.1355e-02, -1.0774e-02,  2.4526e-04, -1.3997e-02],\n",
      "          [ 1.2901e-02,  5.9497e-03, -1.2515e-03,  8.6031e-03,  8.2884e-03],\n",
      "          [ 1.0312e-02,  5.6481e-03,  3.0759e-03,  1.4405e-02,  5.8861e-03],\n",
      "          [-1.1476e-02,  1.9622e-02, -4.0191e-04, -6.0002e-03, -2.2138e-02]],\n",
      "\n",
      "         [[ 4.5783e-03,  1.5245e-02, -4.1016e-03, -1.0330e-02,  5.0141e-03],\n",
      "          [ 4.0069e-04,  1.2617e-02,  1.1061e-02, -7.4046e-03, -9.8295e-03],\n",
      "          [-1.1375e-02, -2.0347e-03, -5.8736e-03, -9.1966e-05,  1.6855e-03],\n",
      "          [ 3.2392e-03,  2.2008e-02,  1.0049e-02, -5.4089e-04, -5.0571e-03],\n",
      "          [ 4.5465e-03, -3.9330e-03, -1.0413e-02,  9.1203e-03,  2.3720e-02]],\n",
      "\n",
      "         [[ 8.2134e-04,  9.4723e-03,  3.3117e-03, -2.3566e-03, -9.2310e-03],\n",
      "          [ 1.3894e-02,  2.1137e-04,  4.5795e-03, -1.6519e-02, -3.0842e-03],\n",
      "          [ 1.5510e-02, -1.7458e-02, -9.1782e-03, -1.8681e-02,  7.7220e-03],\n",
      "          [-1.0239e-02, -2.1347e-02,  4.3697e-03,  4.5306e-03, -8.9186e-03],\n",
      "          [ 8.1344e-03, -3.0948e-03,  2.1725e-02, -5.1522e-03, -1.0193e-02]]],\n",
      "\n",
      "\n",
      "        [[[-1.1782e-02,  1.0611e-02, -3.8444e-03,  1.7950e-02,  8.3016e-03],\n",
      "          [-4.1714e-03,  9.4727e-03,  9.0973e-03,  6.2103e-03, -6.6670e-03],\n",
      "          [-4.0600e-03,  8.9902e-03, -1.4201e-02,  3.0539e-03, -1.6128e-02],\n",
      "          [-1.2989e-03,  8.1890e-03, -8.2344e-03,  9.1936e-04,  1.9475e-03],\n",
      "          [ 8.3135e-03, -1.7547e-02,  3.4494e-04,  1.4006e-02,  4.5598e-03]],\n",
      "\n",
      "         [[-4.9495e-04,  3.1198e-03, -6.9311e-03, -1.2682e-02,  4.7795e-03],\n",
      "          [ 3.3614e-03, -2.3232e-03,  4.6389e-03, -1.6925e-02,  1.7934e-03],\n",
      "          [-6.2843e-03, -6.1588e-03,  1.6987e-02, -4.9789e-04,  6.4507e-03],\n",
      "          [-1.9117e-03,  3.8360e-03, -1.8784e-02,  1.9796e-02, -6.1370e-03],\n",
      "          [-4.6213e-03,  7.4464e-03,  6.6815e-03, -1.2410e-02,  3.2908e-03]],\n",
      "\n",
      "         [[-1.2769e-03,  4.4274e-03, -1.2957e-03, -4.9710e-03, -1.4014e-02],\n",
      "          [-4.6086e-04, -1.4732e-02,  8.1291e-03,  8.9776e-03,  2.1071e-04],\n",
      "          [-5.3028e-03, -1.7150e-02,  1.2990e-02,  8.5927e-04,  5.8852e-03],\n",
      "          [-1.6601e-02, -4.1621e-03,  2.1928e-02,  1.3639e-02,  4.4368e-03],\n",
      "          [ 1.0346e-02, -1.6495e-02, -2.1332e-03,  1.1295e-02, -1.2339e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.0074e-03, -8.4297e-03, -1.0053e-02,  1.7143e-02,  1.1961e-02],\n",
      "          [-7.8083e-03,  1.2847e-02,  5.1154e-03,  1.3241e-03,  6.6818e-03],\n",
      "          [-9.0255e-04,  4.0219e-03, -2.7218e-03,  2.6720e-03, -1.9197e-02],\n",
      "          [ 1.0125e-02, -1.3993e-02,  4.4083e-03, -3.9828e-03, -1.5637e-03],\n",
      "          [ 1.5712e-03, -6.0884e-06,  1.0517e-02,  6.0870e-03,  2.4040e-02]],\n",
      "\n",
      "         [[-7.4589e-03,  1.1183e-03,  6.8925e-03,  8.9974e-03, -1.8300e-03],\n",
      "          [-7.4365e-03, -4.3157e-04, -4.2949e-03,  4.6013e-03, -4.4110e-03],\n",
      "          [-9.0454e-03,  2.2222e-02,  1.3235e-02,  2.5198e-03,  6.1742e-03],\n",
      "          [ 1.6527e-02, -1.0149e-02,  2.3265e-03, -2.2696e-03,  2.2570e-02],\n",
      "          [-2.4598e-02,  2.6387e-03,  1.5757e-03,  7.7495e-04, -1.4400e-02]],\n",
      "\n",
      "         [[-7.0576e-03,  8.7124e-03, -5.1846e-03, -5.6060e-03, -5.3210e-03],\n",
      "          [ 8.2366e-03, -1.8571e-03,  2.0341e-03, -6.9451e-04, -6.6375e-03],\n",
      "          [ 9.0639e-03, -4.6107e-03, -3.9862e-03, -5.6278e-03,  8.0240e-03],\n",
      "          [-1.1099e-02, -7.8428e-03, -8.9439e-03, -8.7771e-03, -1.3428e-02],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [-1.5011e-02, -2.4046e-02,  1.0934e-02, -2.1620e-03, -2.0059e-02]]]])\n",
      "v.copy tensor([[[[-7.7783e-03,  1.9313e-03,  7.7348e-03,  2.8884e-03, -4.0689e-04],\n",
      "          [ 1.3341e-02,  2.7411e-03,  3.6402e-03,  1.1762e-02,  1.1668e-02],\n",
      "          [ 2.0064e-03,  1.7731e-02, -4.2007e-03,  1.0574e-02, -1.4437e-03],\n",
      "          [-6.8992e-03,  2.2990e-03, -3.1554e-03,  8.0853e-03,  7.8018e-03],\n",
      "          [ 7.8115e-03, -6.1822e-03,  5.4640e-03,  7.6472e-03, -3.1513e-04]],\n",
      "\n",
      "         [[-1.1994e-02, -5.2371e-03, -6.6660e-03,  6.6902e-03, -1.2786e-03],\n",
      "          [ 1.2331e-03, -1.5487e-03,  1.3313e-02,  6.2907e-03,  3.7422e-03],\n",
      "          [ 3.3316e-03, -1.1920e-03, -4.6087e-03, -1.3027e-02, -5.0904e-03],\n",
      "          [ 1.9669e-03,  7.3314e-03, -4.5097e-03,  1.4474e-02, -5.9206e-03],\n",
      "          [-9.8363e-03, -1.1910e-02, -2.4038e-06, -1.3510e-02, -7.3605e-03]],\n",
      "\n",
      "         [[-1.6424e-03,  9.0301e-03, -1.1891e-02,  1.7265e-03, -2.5005e-02],\n",
      "          [ 8.3144e-03,  4.0262e-03, -1.6561e-02,  2.2035e-02, -4.8328e-03],\n",
      "          [ 4.9777e-03, -8.4312e-03,  1.4762e-02,  2.0646e-02, -1.1387e-03],\n",
      "          [ 8.1275e-03, -1.2560e-02, -3.4589e-03,  2.1632e-02, -6.5752e-03],\n",
      "          [-7.1809e-03,  5.9448e-03, -3.3803e-03, -8.8982e-03,  2.0442e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.8215e-03,  4.0210e-04, -2.9670e-03, -7.9621e-03, -1.0963e-02],\n",
      "          [ 4.9657e-03,  1.0267e-02, -1.5343e-02, -8.3373e-03, -9.4636e-03],\n",
      "          [-1.1613e-03,  5.3037e-03, -8.6206e-03,  4.2619e-04, -3.3034e-03],\n",
      "          [ 5.8829e-03, -7.8682e-03, -8.4693e-03,  6.9119e-03,  8.4326e-03],\n",
      "          [-1.8295e-02,  1.2353e-02, -3.5453e-03, -8.9736e-03,  1.5905e-02]],\n",
      "\n",
      "         [[-1.1386e-02,  9.7468e-03, -2.1961e-03,  3.2002e-03, -5.3344e-04],\n",
      "          [-1.6032e-03,  5.7449e-03, -1.4592e-02,  1.1665e-02,  4.7288e-03],\n",
      "          [-4.2521e-03,  4.9023e-03, -8.1847e-03, -7.3850e-03, -6.3001e-03],\n",
      "          [ 2.1658e-03,  1.1294e-03, -3.7290e-03, -1.1731e-02,  2.0694e-02],\n",
      "          [ 8.5052e-03, -9.0857e-03,  2.7974e-03,  3.7753e-03,  6.0266e-03]],\n",
      "\n",
      "         [[-7.7932e-04,  8.1522e-03, -3.5078e-03, -2.0411e-02,  1.5858e-03],\n",
      "          [ 6.8465e-03,  1.1633e-02,  5.3351e-03, -1.1377e-02,  1.2156e-04],\n",
      "          [-9.2303e-03,  1.2364e-04, -5.7002e-03, -7.9743e-04,  1.2913e-02],\n",
      "          [ 5.5646e-03,  1.0660e-02, -4.2484e-03, -2.7990e-04, -9.8586e-03],\n",
      "          [-3.8499e-03,  1.5219e-03, -3.4540e-03, -8.5077e-03,  1.4834e-03]]],\n",
      "\n",
      "\n",
      "        [[[-3.9682e-03,  2.4815e-03, -2.3114e-03,  5.2265e-03,  1.2044e-02],\n",
      "          [-1.7877e-02,  8.5390e-03,  9.4648e-03, -1.7411e-02, -4.3717e-03],\n",
      "          [ 7.7518e-03, -3.7446e-03, -3.1781e-03, -1.4820e-02, -9.1483e-03],\n",
      "          [-7.7614e-03,  1.2171e-03, -1.1669e-02, -4.5273e-04,  8.3489e-03],\n",
      "          [-1.2392e-02, -6.8553e-03,  3.0806e-04, -1.4538e-02,  1.5042e-02]],\n",
      "\n",
      "         [[-3.8804e-04, -2.1156e-03,  8.6270e-03,  1.4152e-02,  6.8542e-03],\n",
      "          [ 1.1560e-03,  4.0437e-03, -5.4642e-03,  7.9701e-03,  7.9611e-04],\n",
      "          [ 5.8447e-03,  5.6405e-03,  1.7388e-02, -6.6222e-03,  6.0022e-03],\n",
      "          [-1.7430e-02, -1.1134e-02, -1.6335e-02, -9.2131e-03, -4.6996e-03],\n",
      "          [ 2.7277e-02,  1.0412e-02, -2.5946e-03, -5.1853e-03,  2.0861e-03]],\n",
      "\n",
      "         [[ 8.0980e-03,  3.6650e-03,  1.7155e-02, -2.2715e-04, -1.3955e-04],\n",
      "          [-2.5076e-03,  5.8590e-03, -3.7116e-03,  1.8876e-04,  1.2256e-02],\n",
      "          [ 5.4657e-03, -2.6508e-03, -9.2268e-03, -7.7396e-03,  2.0052e-02],\n",
      "          [ 3.7357e-03,  8.1926e-03,  1.4052e-02,  1.4143e-02, -7.8450e-03],\n",
      "          [-3.7669e-03, -1.2814e-02, -5.3016e-03, -6.0513e-03,  1.6502e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 2.6384e-03,  1.4752e-02,  7.0334e-03, -9.4480e-03, -1.9765e-03],\n",
      "          [-8.3649e-04,  2.1962e-02, -6.5493e-03,  1.5810e-03,  5.1526e-03],\n",
      "          [ 7.1143e-03,  7.8469e-03,  7.1507e-03, -9.3854e-03,  2.8992e-03],\n",
      "          [-1.2945e-02,  1.1836e-02, -1.9826e-03,  1.8900e-03,  1.9423e-02],\n",
      "          [-1.1486e-02, -4.9006e-03,  1.4284e-03,  2.4308e-03, -8.0756e-03]],\n",
      "\n",
      "         [[-5.9566e-03,  1.0099e-02, -6.2195e-03, -1.0405e-02,  9.6150e-03],\n",
      "          [ 4.9875e-03, -1.8438e-03, -3.9936e-03,  3.1903e-03, -4.7173e-03],\n",
      "          [-3.2849e-03, -9.1925e-03,  7.4013e-03,  1.4741e-02,  1.3278e-02],\n",
      "          [-4.3221e-03,  7.5234e-03,  3.2904e-03,  2.2724e-02, -9.0645e-05],\n",
      "          [ 1.5432e-02,  1.0074e-02,  1.3107e-02, -3.0573e-02, -3.9827e-03]],\n",
      "\n",
      "         [[ 4.3506e-03,  1.7122e-02, -1.1675e-03,  6.5182e-03, -4.0417e-03],\n",
      "          [ 1.4648e-02, -9.6104e-03, -1.3038e-02,  6.8207e-03,  7.7055e-03],\n",
      "          [ 7.5501e-03, -3.9712e-03,  1.3110e-02, -1.6001e-03, -2.0547e-02],\n",
      "          [-1.2849e-02, -1.4645e-02, -2.3938e-03, -8.7147e-03, -1.6401e-02],\n",
      "          [-8.0657e-03, -1.8146e-02,  5.1683e-03,  9.9941e-03,  1.5195e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.9719e-03, -8.8148e-03,  2.8956e-03, -2.3498e-03, -2.0569e-02],\n",
      "          [-8.1630e-03, -9.5491e-03,  1.0857e-03, -2.0569e-03,  1.6607e-02],\n",
      "          [-6.7674e-04, -1.2435e-02, -1.5401e-02, -1.9766e-02,  2.3855e-03],\n",
      "          [ 8.0492e-04, -3.7526e-03,  1.2235e-02,  2.4720e-02,  6.7024e-04],\n",
      "          [-9.7527e-04,  2.5269e-02, -1.7581e-02,  9.8910e-03, -1.1812e-04]],\n",
      "\n",
      "         [[ 1.4605e-02,  9.9728e-03,  1.2301e-02,  3.5667e-05, -1.1105e-04],\n",
      "          [-8.7213e-03, -6.9261e-03, -5.6333e-03, -4.4856e-04,  6.9375e-03],\n",
      "          [ 2.6928e-03, -9.6657e-03, -7.9317e-03,  8.4422e-03,  5.0365e-03],\n",
      "          [ 1.5239e-02, -1.0210e-02,  4.4730e-04, -4.1376e-03, -2.2262e-03],\n",
      "          [ 1.2917e-03,  1.7412e-02,  1.8403e-02,  7.5215e-03, -3.5883e-03]],\n",
      "\n",
      "         [[ 1.5262e-02,  8.0222e-03,  9.6218e-03,  1.7048e-03,  5.6074e-03],\n",
      "          [-1.1460e-02, -3.3260e-03, -1.6649e-02,  1.4294e-02,  1.0911e-02],\n",
      "          [-1.5447e-02,  9.3010e-03, -3.4775e-03,  3.6942e-03,  9.4647e-03],\n",
      "          [ 1.0054e-02,  7.0070e-03, -2.2410e-03, -9.2931e-03,  8.5190e-03],\n",
      "          [ 1.9483e-02, -1.1214e-03,  2.6177e-03,  1.5926e-03,  1.5832e-05]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.0973e-02, -6.4683e-03,  7.9470e-03, -9.1278e-03,  9.6591e-03],\n",
      "          [ 3.5224e-03,  1.1249e-02, -1.4354e-02, -1.2952e-02, -1.3490e-02],\n",
      "          [-5.7301e-03,  2.2337e-02,  4.0712e-03, -8.5140e-03,  1.3028e-02],\n",
      "          [ 3.1355e-03, -7.9115e-04,  7.4628e-03, -7.6500e-03, -2.3505e-03],\n",
      "          [-7.7631e-03, -2.0557e-02,  4.0705e-03,  6.6007e-03, -1.8615e-03]],\n",
      "\n",
      "         [[ 7.4535e-03,  9.2618e-03,  4.9372e-03,  4.3420e-04, -9.4691e-03],\n",
      "          [ 1.7525e-03, -6.0064e-03, -1.4094e-02, -2.3064e-02,  2.7456e-03],\n",
      "          [ 6.2712e-04, -1.8998e-02, -2.2411e-02, -2.5086e-02, -1.1959e-02],\n",
      "          [ 2.2225e-03, -1.5455e-02, -1.5850e-02, -2.8682e-02,  1.6478e-02],\n",
      "          [ 7.6673e-03,  9.7120e-03,  9.7926e-03,  3.3955e-03, -2.4755e-02]],\n",
      "\n",
      "         [[ 5.7772e-03, -9.6759e-03, -8.6158e-03, -1.1963e-02,  2.4221e-03],\n",
      "          [-1.3364e-02,  1.1991e-02,  1.4164e-02,  1.7634e-02, -9.4221e-03],\n",
      "          [ 2.8114e-03,  2.3244e-02,  2.5071e-02,  2.0181e-03,  2.4554e-03],\n",
      "          [ 5.4386e-03,  1.4495e-02, -5.4575e-03, -1.6949e-03,  1.3522e-02],\n",
      "          [-4.2719e-03, -2.3736e-03, -1.0901e-02,  8.9162e-03,  5.0941e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-5.5245e-03,  6.2776e-03,  8.6350e-04,  1.9644e-03, -7.0599e-03],\n",
      "          [ 1.5575e-02, -1.4356e-02, -3.2686e-03, -1.6415e-03,  2.8736e-03],\n",
      "          [-9.9663e-04,  5.1283e-04,  1.3294e-02,  8.6151e-03,  1.9573e-03],\n",
      "          [-6.1497e-03,  8.2641e-03,  4.6424e-03,  1.1305e-02,  1.7701e-02],\n",
      "          [ 3.9493e-03, -9.7508e-04,  1.4877e-03,  7.1372e-03,  1.7020e-02]],\n",
      "\n",
      "         [[ 2.6839e-03, -2.2800e-02, -1.5653e-02, -8.9038e-03,  8.3032e-03],\n",
      "          [ 7.8150e-03, -8.5622e-03,  8.8248e-03,  1.9482e-03,  2.3384e-03],\n",
      "          [ 1.0103e-02, -1.1254e-02, -1.1504e-02,  2.6740e-02, -1.6592e-03],\n",
      "          [ 4.6992e-03,  1.3212e-03,  1.1653e-02, -1.3070e-02,  2.1951e-03],\n",
      "          [ 1.4240e-02,  5.4333e-03,  1.0638e-02,  1.6819e-02,  4.5803e-03]],\n",
      "\n",
      "         [[ 2.5279e-03, -2.4651e-03, -3.6720e-03,  5.7095e-03,  1.4996e-02],\n",
      "          [ 2.7494e-04,  1.5033e-03,  1.2803e-03, -7.7868e-03, -2.9217e-03],\n",
      "          [ 5.6002e-03, -4.3673e-03,  3.0861e-03,  7.6420e-03,  5.8769e-03],\n",
      "          [ 1.2087e-02,  5.5390e-03,  2.0724e-02, -1.9634e-02, -1.4539e-02],\n",
      "          [-2.4208e-02, -2.6099e-03,  3.8245e-03, -1.6666e-02, -7.0746e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 3.7072e-03,  1.2762e-04,  9.0280e-03,  6.3782e-03, -1.4316e-02],\n",
      "          [-1.3579e-02,  8.5674e-03,  2.8304e-03, -2.2243e-02,  2.3288e-02],\n",
      "          [ 2.2938e-03, -9.3095e-03, -1.3939e-02, -2.4674e-02,  1.1064e-02],\n",
      "          [-2.6357e-03,  7.5004e-03, -1.6693e-02,  8.1816e-03, -6.3850e-03],\n",
      "          [-7.5582e-03,  3.7276e-03,  9.3230e-03, -5.2855e-03,  3.2723e-04]],\n",
      "\n",
      "         [[ 9.6179e-03,  1.0856e-02, -5.6289e-03,  3.5131e-03, -1.1302e-03],\n",
      "          [ 1.2268e-02, -1.4511e-02,  6.9373e-03, -7.9255e-03,  6.9780e-03],\n",
      "          [-1.8451e-02, -2.6939e-03, -1.1363e-02,  1.2229e-02, -1.1251e-02],\n",
      "          [ 6.5472e-04,  1.0459e-02, -7.5679e-03,  5.1740e-04,  1.9352e-03],\n",
      "          [ 6.4286e-03, -1.0851e-02,  4.6520e-04,  9.5405e-03, -4.9992e-03]],\n",
      "\n",
      "         [[-3.9231e-03, -7.8882e-03,  1.8639e-02, -8.9870e-03,  5.5572e-03],\n",
      "          [ 1.0418e-02,  5.5091e-03,  4.6339e-03, -7.8306e-04, -7.9496e-03],\n",
      "          [ 1.9463e-02, -1.3072e-02,  9.1636e-03, -9.4737e-05,  5.5359e-04],\n",
      "          [ 1.9414e-02, -1.0063e-02,  9.5136e-03,  9.1242e-03,  9.1862e-03],\n",
      "          [-1.7404e-02, -9.5222e-03,  1.5114e-04,  6.0283e-03, -7.9294e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 7.0102e-04,  8.5318e-03,  5.4972e-03,  2.0511e-02,  1.8178e-02],\n",
      "          [ 1.2430e-02,  7.5268e-03,  5.4345e-03,  1.2377e-02,  1.7835e-04],\n",
      "          [ 1.4857e-02, -4.4741e-03,  2.7441e-03,  3.7393e-04, -1.8947e-02],\n",
      "          [-8.5838e-03,  7.5263e-03, -5.4935e-03,  9.5051e-03, -5.8909e-03],\n",
      "          [ 4.5300e-03, -1.6247e-03,  1.5594e-02,  4.7182e-03,  6.9709e-03]],\n",
      "\n",
      "         [[-1.4521e-02,  9.3272e-03, -6.7176e-03,  7.6935e-03, -1.5572e-03],\n",
      "          [-7.5466e-03, -4.5387e-03, -1.0133e-02,  8.0217e-03,  4.7561e-03],\n",
      "          [-5.9583e-04, -8.5508e-03, -3.8690e-03,  4.8738e-03,  1.6299e-03],\n",
      "          [-5.9636e-03,  1.4927e-03,  1.2473e-02, -2.4550e-03, -9.0323e-03],\n",
      "          [-4.5105e-03,  4.1775e-03,  7.4274e-03, -6.4842e-03,  5.2803e-04]],\n",
      "\n",
      "         [[ 2.1902e-02,  2.0713e-04, -3.6447e-03, -1.2238e-02, -4.1463e-05],\n",
      "          [ 6.4480e-03,  7.9132e-03,  4.0844e-03, -2.1794e-02, -5.6832e-03],\n",
      "          [ 2.5867e-02, -2.0334e-03,  6.8974e-03,  1.0808e-02,  2.2178e-03],\n",
      "          [-7.1441e-03, -1.6126e-03,  6.3242e-04,  4.1413e-04,  5.0589e-03],\n",
      "          [-1.1521e-02, -2.1666e-02,  9.0895e-04,  8.3594e-03,  1.5233e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.6695e-03, -1.0431e-02,  1.1433e-03, -4.5764e-03,  3.7667e-03],\n",
      "          [-4.1624e-03, -1.1355e-02, -1.0774e-02,  2.4526e-04, -1.3997e-02],\n",
      "          [ 1.2901e-02,  5.9497e-03, -1.2515e-03,  8.6031e-03,  8.2884e-03],\n",
      "          [ 1.0312e-02,  5.6481e-03,  3.0759e-03,  1.4405e-02,  5.8861e-03],\n",
      "          [-1.1476e-02,  1.9622e-02, -4.0191e-04, -6.0002e-03, -2.2138e-02]],\n",
      "\n",
      "         [[ 4.5783e-03,  1.5245e-02, -4.1016e-03, -1.0330e-02,  5.0141e-03],\n",
      "          [ 4.0069e-04,  1.2617e-02,  1.1061e-02, -7.4046e-03, -9.8295e-03],\n",
      "          [-1.1375e-02, -2.0347e-03, -5.8736e-03, -9.1966e-05,  1.6855e-03],\n",
      "          [ 3.2392e-03,  2.2008e-02,  1.0049e-02, -5.4089e-04, -5.0571e-03],\n",
      "          [ 4.5465e-03, -3.9330e-03, -1.0413e-02,  9.1203e-03,  2.3720e-02]],\n",
      "\n",
      "         [[ 8.2134e-04,  9.4723e-03,  3.3117e-03, -2.3566e-03, -9.2310e-03],\n",
      "          [ 1.3894e-02,  2.1137e-04,  4.5795e-03, -1.6519e-02, -3.0842e-03],\n",
      "          [ 1.5510e-02, -1.7458e-02, -9.1782e-03, -1.8681e-02,  7.7220e-03],\n",
      "          [-1.0239e-02, -2.1347e-02,  4.3697e-03,  4.5306e-03, -8.9186e-03],\n",
      "          [ 8.1344e-03, -3.0948e-03,  2.1725e-02, -5.1522e-03, -1.0193e-02]]],\n",
      "\n",
      "\n",
      "        [[[-1.1782e-02,  1.0611e-02, -3.8444e-03,  1.7950e-02,  8.3016e-03],\n",
      "          [-4.1714e-03,  9.4727e-03,  9.0973e-03,  6.2103e-03, -6.6670e-03],\n",
      "          [-4.0600e-03,  8.9902e-03, -1.4201e-02,  3.0539e-03, -1.6128e-02],\n",
      "          [-1.2989e-03,  8.1890e-03, -8.2344e-03,  9.1936e-04,  1.9475e-03],\n",
      "          [ 8.3135e-03, -1.7547e-02,  3.4494e-04,  1.4006e-02,  4.5598e-03]],\n",
      "\n",
      "         [[-4.9495e-04,  3.1198e-03, -6.9311e-03, -1.2682e-02,  4.7795e-03],\n",
      "          [ 3.3614e-03, -2.3232e-03,  4.6389e-03, -1.6925e-02,  1.7934e-03],\n",
      "          [-6.2843e-03, -6.1588e-03,  1.6987e-02, -4.9789e-04,  6.4507e-03],\n",
      "          [-1.9117e-03,  3.8360e-03, -1.8784e-02,  1.9796e-02, -6.1370e-03],\n",
      "          [-4.6213e-03,  7.4464e-03,  6.6815e-03, -1.2410e-02,  3.2908e-03]],\n",
      "\n",
      "         [[-1.2769e-03,  4.4274e-03, -1.2957e-03, -4.9710e-03, -1.4014e-02],\n",
      "          [-4.6086e-04, -1.4732e-02,  8.1291e-03,  8.9776e-03,  2.1071e-04],\n",
      "          [-5.3028e-03, -1.7150e-02,  1.2990e-02,  8.5927e-04,  5.8852e-03],\n",
      "          [-1.6601e-02, -4.1621e-03,  2.1928e-02,  1.3639e-02,  4.4368e-03],\n",
      "          [ 1.0346e-02, -1.6495e-02, -2.1332e-03,  1.1295e-02, -1.2339e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.0074e-03, -8.4297e-03, -1.0053e-02,  1.7143e-02,  1.1961e-02],\n",
      "          [-7.8083e-03,  1.2847e-02,  5.1154e-03,  1.3241e-03,  6.6818e-03],\n",
      "          [-9.0255e-04,  4.0219e-03, -2.7218e-03,  2.6720e-03, -1.9197e-02],\n",
      "          [ 1.0125e-02, -1.3993e-02,  4.4083e-03, -3.9828e-03, -1.5637e-03],\n",
      "          [ 1.5712e-03, -6.0884e-06,  1.0517e-02,  6.0870e-03,  2.4040e-02]],\n",
      "\n",
      "         [[-7.4589e-03,  1.1183e-03,  6.8925e-03,  8.9974e-03, -1.8300e-03],\n",
      "          [-7.4365e-03, -4.3157e-04, -4.2949e-03,  4.6013e-03, -4.4110e-03],\n",
      "          [-9.0454e-03,  2.2222e-02,  1.3235e-02,  2.5198e-03,  6.1742e-03],\n",
      "          [ 1.6527e-02, -1.0149e-02,  2.3265e-03, -2.2696e-03,  2.2570e-02],\n",
      "          [-2.4598e-02,  2.6387e-03,  1.5757e-03,  7.7495e-04, -1.4400e-02]],\n",
      "\n",
      "         [[-7.0576e-03,  8.7124e-03, -5.1846e-03, -5.6060e-03, -5.3210e-03],\n",
      "          [ 8.2366e-03, -1.8571e-03,  2.0341e-03, -6.9451e-04, -6.6375e-03],\n",
      "          [ 9.0639e-03, -4.6107e-03, -3.9862e-03, -5.6278e-03,  8.0240e-03],\n",
      "          [-1.1099e-02, -7.8428e-03, -8.9439e-03, -8.7771e-03, -1.3428e-02],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [-1.5011e-02, -2.4046e-02,  1.0934e-02, -2.1620e-03, -2.0059e-02]]]])\n",
      "k CCN.de_stage_1.4.conv.bias\n",
      "v tensor([-0.0314,  0.0026, -0.0104, -0.0303, -0.0216, -0.0023, -0.0088, -0.0155,\n",
      "         0.0133, -0.0122, -0.0111, -0.0176, -0.0296,  0.0091, -0.0196,  0.0009,\n",
      "         0.0245, -0.0161,  0.0210,  0.0074])\n",
      "param tensor([ 2.3292e-05, -7.0999e-07, -1.9062e-04,  2.6590e-05, -1.3862e-04,\n",
      "        -3.2930e-05,  9.1866e-05, -9.3528e-06, -1.9476e-04, -1.6467e-05,\n",
      "         3.4297e-05,  1.6019e-05, -5.8223e-06, -3.2071e-05, -4.8395e-05,\n",
      "        -5.2343e-05,  1.2345e-05, -9.6492e-05, -6.4825e-05, -1.5834e-04])\n",
      "v.copy tensor([ 2.3292e-05, -7.0999e-07, -1.9062e-04,  2.6590e-05, -1.3862e-04,\n",
      "        -3.2930e-05,  9.1866e-05, -9.3528e-06, -1.9476e-04, -1.6467e-05,\n",
      "         3.4297e-05,  1.6019e-05, -5.8223e-06, -3.2071e-05, -4.8395e-05,\n",
      "        -5.2343e-05,  1.2345e-05, -9.6492e-05, -6.4825e-05, -1.5834e-04])\n",
      "k CCN.de_stage_1.4.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2500])\n",
      "v.copy tensor([0.2500])\n",
      "k CCN.de_stage_1.5.conv.weight\n",
      "v tensor([[[[ 2.5202e-02, -4.1871e-02,  2.5639e-02,  1.6561e-02, -3.6764e-02],\n",
      "          [-2.4765e-03, -4.3874e-02,  3.6646e-02,  3.8999e-02,  4.7340e-03],\n",
      "          [-1.4382e-02,  8.8441e-03, -2.4295e-02, -4.2727e-03, -4.2378e-02],\n",
      "          [ 2.3916e-02, -3.5640e-02, -2.4927e-02,  2.0541e-02, -4.4041e-02],\n",
      "          [-5.3542e-04,  3.4738e-02, -2.3816e-02, -3.3981e-02, -3.0181e-02]],\n",
      "\n",
      "         [[ 5.0319e-03, -4.0705e-02,  4.2390e-02, -2.5738e-02, -1.9089e-02],\n",
      "          [-2.6913e-02,  5.5399e-03, -4.2867e-02,  4.2164e-02, -3.5568e-02],\n",
      "          [ 3.3860e-02,  1.3857e-02,  2.3867e-02,  1.4612e-02,  3.9336e-02],\n",
      "          [-3.3910e-02,  3.2679e-02, -3.6279e-02, -2.5984e-02,  2.9633e-02],\n",
      "          [ 1.4981e-02, -3.2210e-02,  9.0001e-03,  3.6470e-02,  3.4359e-02]],\n",
      "\n",
      "         [[-2.4957e-02, -8.6609e-03,  1.2986e-02,  3.2547e-02,  3.0686e-02],\n",
      "          [-1.6547e-02, -1.0306e-02,  1.4727e-02,  7.5132e-03, -1.2381e-02],\n",
      "          [-1.4792e-02, -2.1181e-02,  2.9142e-02, -2.2827e-02, -4.2803e-02],\n",
      "          [ 2.1679e-02, -4.9104e-04,  4.0735e-02,  2.5581e-02, -4.3097e-02],\n",
      "          [ 2.5185e-02, -1.9791e-02, -7.4571e-03, -1.0454e-02, -2.9507e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.9058e-02, -1.7058e-02, -2.0743e-02, -1.1974e-02, -3.5493e-03],\n",
      "          [ 2.0304e-02, -3.8379e-02, -3.3136e-02, -1.4238e-02, -3.5291e-03],\n",
      "          [-2.2949e-02,  4.3481e-03, -2.0654e-02, -2.6368e-02,  2.2589e-02],\n",
      "          [-1.7177e-02, -3.1050e-02,  4.1046e-02,  1.6399e-02,  2.6864e-02],\n",
      "          [-8.8459e-03, -3.3508e-02, -7.4602e-03,  1.4191e-02,  1.4177e-02]],\n",
      "\n",
      "         [[ 3.7098e-02,  3.9444e-02, -3.6625e-03, -1.1121e-02,  4.3601e-03],\n",
      "          [-2.5007e-02,  2.9446e-02,  5.8584e-03, -2.9255e-02,  7.5608e-03],\n",
      "          [-1.8250e-02,  4.2762e-02,  1.0451e-02, -2.8719e-02,  2.2374e-04],\n",
      "          [ 4.3631e-02,  4.2223e-02,  1.5624e-03, -1.0730e-02, -4.2705e-02],\n",
      "          [-1.6908e-03, -3.5235e-02,  2.8635e-02,  3.0009e-02,  3.3240e-02]],\n",
      "\n",
      "         [[-4.3451e-03, -3.6002e-03,  6.0800e-03, -3.7551e-02, -2.5115e-02],\n",
      "          [-4.3999e-02,  2.8447e-02, -5.3144e-03, -2.1910e-02, -3.8672e-02],\n",
      "          [-2.5226e-02,  3.1368e-02,  2.7187e-02,  2.8512e-03,  2.7940e-02],\n",
      "          [-3.9195e-02,  4.1456e-02, -1.2570e-02,  2.7205e-02, -3.7630e-02],\n",
      "          [-2.6139e-02, -4.0953e-02, -3.0596e-02,  4.1848e-02,  4.2593e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 2.2627e-02,  1.8298e-02, -2.9549e-02, -2.6223e-02, -4.0603e-02],\n",
      "          [ 3.3346e-02, -1.0867e-02,  3.9858e-02,  1.6285e-03, -1.0044e-02],\n",
      "          [ 7.1365e-03, -3.4435e-02,  6.0588e-03,  2.9775e-03,  3.1954e-02],\n",
      "          [-4.8760e-03,  4.2468e-02, -3.4374e-02, -6.3133e-03, -2.2514e-02],\n",
      "          [ 9.4046e-03, -5.4554e-03, -4.2907e-02, -1.5168e-02, -1.8707e-02]],\n",
      "\n",
      "         [[-1.9561e-02,  3.9619e-02, -2.0378e-02, -1.9759e-02,  1.8211e-02],\n",
      "          [ 1.8753e-02,  2.3847e-02, -2.1613e-02, -9.0428e-03, -2.0289e-02],\n",
      "          [ 9.0880e-03,  7.7083e-03,  5.5393e-03, -3.6181e-02, -3.4226e-02],\n",
      "          [ 2.7538e-02, -1.8857e-02,  2.9151e-03, -4.2941e-02, -3.9282e-02],\n",
      "          [ 1.1037e-02, -4.1748e-02, -1.0681e-02, -8.2529e-03, -3.0726e-02]],\n",
      "\n",
      "         [[ 4.4352e-02,  2.4281e-02,  4.1679e-04, -4.4647e-02,  5.7493e-03],\n",
      "          [ 3.6586e-02, -1.5989e-02, -2.4680e-02, -4.0051e-02,  9.9403e-03],\n",
      "          [ 2.5616e-03,  1.6365e-02,  1.1616e-02,  6.5537e-03, -2.6638e-02],\n",
      "          [-3.6400e-02, -3.1733e-03,  2.5216e-04,  1.4890e-02,  8.1964e-03],\n",
      "          [-7.4520e-03, -1.0056e-02, -2.6483e-02, -9.4837e-03,  5.7849e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 2.4742e-02,  3.9598e-02, -2.4094e-02,  1.2504e-02, -4.7683e-03],\n",
      "          [ 1.0220e-03, -6.7501e-03, -3.4434e-02, -5.0590e-03,  4.3091e-02],\n",
      "          [ 3.5441e-02, -2.0062e-02,  2.6425e-02, -4.4717e-02, -2.8475e-02],\n",
      "          [-3.0723e-02, -9.2326e-04, -2.1820e-02,  3.5379e-02, -1.6566e-02],\n",
      "          [ 3.5123e-02,  2.9267e-02,  3.1569e-02,  1.6660e-02,  4.2984e-02]],\n",
      "\n",
      "         [[ 4.4120e-02,  1.1799e-02, -1.6195e-02,  1.4227e-02, -2.9902e-03],\n",
      "          [-3.5309e-02, -3.3968e-03,  2.6647e-02,  2.4762e-02,  1.5985e-02],\n",
      "          [ 4.1514e-02, -3.3910e-02, -3.4068e-02,  2.3258e-02,  3.8464e-03],\n",
      "          [-8.5045e-03,  3.9263e-02,  1.1831e-03,  1.6701e-03, -3.2085e-02],\n",
      "          [ 2.2775e-02,  4.1336e-02,  3.6370e-02, -1.0753e-02,  2.2324e-02]],\n",
      "\n",
      "         [[-2.5910e-02, -4.0309e-02, -2.4498e-04, -1.2898e-02,  3.8338e-02],\n",
      "          [ 1.9392e-02,  2.2782e-02, -2.3390e-02, -1.6387e-02,  3.2278e-02],\n",
      "          [ 3.1915e-02,  4.2710e-02,  1.3320e-02, -5.5353e-03,  1.0584e-02],\n",
      "          [ 3.3373e-02,  1.3283e-02,  1.6653e-02,  6.8649e-03,  4.1922e-02],\n",
      "          [-3.1716e-02, -2.6661e-02, -2.9984e-02, -2.2975e-02, -4.4554e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.7662e-02, -3.7538e-03, -2.5757e-02,  2.3234e-02,  3.0030e-03],\n",
      "          [ 4.1588e-02,  2.5933e-02, -3.0573e-02, -2.4614e-02, -3.3723e-02],\n",
      "          [ 3.5435e-02, -1.8465e-02, -1.2557e-02, -8.6775e-03,  3.2238e-02],\n",
      "          [ 3.4260e-02, -1.9048e-02,  3.8601e-03,  4.0410e-02,  8.4513e-03],\n",
      "          [ 3.2449e-02, -1.1426e-02, -1.8502e-02, -2.4158e-02,  3.4977e-02]],\n",
      "\n",
      "         [[ 1.7007e-02, -1.7376e-02,  3.3576e-02,  3.1255e-02,  1.6843e-03],\n",
      "          [-1.3383e-02, -4.0168e-02, -2.9713e-02, -7.6727e-03,  4.1211e-03],\n",
      "          [-1.3331e-02,  4.0394e-02,  4.0642e-02,  2.6487e-02,  2.3172e-02],\n",
      "          [-1.2085e-02,  3.4083e-02, -3.2743e-02,  1.9937e-02,  4.5875e-03],\n",
      "          [ 2.7879e-02, -2.1450e-02, -4.1318e-04,  3.6446e-02, -4.3074e-02]],\n",
      "\n",
      "         [[-4.3580e-02,  1.9817e-02, -3.0658e-02, -4.4158e-03,  3.2482e-03],\n",
      "          [-1.7927e-02, -3.8384e-02,  2.7996e-02, -4.4665e-02, -4.1393e-02],\n",
      "          [ 5.8883e-03,  1.2479e-02,  1.3474e-02,  2.6471e-02, -2.1209e-02],\n",
      "          [ 6.3970e-03, -6.2860e-03, -1.1062e-02, -3.0802e-02, -2.6421e-02],\n",
      "          [ 3.7076e-02, -3.4312e-02,  2.9311e-02, -4.1120e-02, -4.3734e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.2306e-02, -4.3185e-02,  1.6435e-02,  1.1085e-02, -2.3143e-02],\n",
      "          [-1.1077e-02,  1.1189e-02, -1.3715e-02,  7.5675e-03,  2.9742e-02],\n",
      "          [ 7.8625e-03, -3.0603e-02, -4.4084e-02,  3.3076e-02, -4.0641e-02],\n",
      "          [ 4.2399e-02,  3.7453e-02, -2.6997e-02, -3.4254e-02, -3.6495e-02],\n",
      "          [ 3.3563e-02,  3.9187e-02, -3.8105e-03, -4.0349e-02, -3.2320e-02]],\n",
      "\n",
      "         [[-2.0506e-02,  4.1098e-03, -3.8163e-02, -1.4963e-02, -3.1689e-02],\n",
      "          [ 4.0880e-02, -2.2480e-04, -4.2167e-03, -1.0102e-02, -4.3753e-02],\n",
      "          [ 3.3237e-02,  3.6564e-02, -1.4874e-03, -2.4344e-02,  3.4455e-02],\n",
      "          [ 4.2610e-02, -2.8537e-02, -3.3791e-02,  3.0968e-02,  3.0019e-02],\n",
      "          [-2.2013e-02, -3.4641e-03, -2.6460e-02, -1.9305e-02,  4.3263e-02]],\n",
      "\n",
      "         [[ 3.8099e-02, -2.0483e-02, -3.1471e-02,  2.7797e-02,  3.1965e-02],\n",
      "          [-2.2215e-02,  3.5777e-04, -3.9999e-03, -3.9706e-02,  3.0226e-02],\n",
      "          [-2.1628e-03, -2.8353e-02,  3.9288e-02, -1.9646e-02, -3.8424e-02],\n",
      "          [ 4.4232e-02, -2.4908e-02,  3.3436e-02, -1.0836e-02, -2.0767e-02],\n",
      "          [ 1.0208e-02,  9.3065e-05,  3.5850e-02, -1.8473e-03, -4.0613e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 9.4316e-03,  9.5467e-03, -7.4602e-03,  1.8388e-02, -7.4709e-03],\n",
      "          [-2.1452e-02,  1.5188e-02, -2.1277e-02, -3.1626e-04, -1.9522e-02],\n",
      "          [ 8.6683e-03,  3.4377e-02, -1.5361e-02,  1.4487e-02,  1.8272e-02],\n",
      "          [ 9.9492e-03,  4.0833e-02,  1.8609e-03,  3.9288e-02,  3.5997e-02],\n",
      "          [ 3.3217e-03, -8.1202e-03,  2.9935e-02,  1.6119e-02, -2.4300e-02]],\n",
      "\n",
      "         [[ 2.5186e-02,  3.4376e-02, -4.3110e-02, -4.4458e-02,  1.0480e-02],\n",
      "          [ 2.2646e-02, -1.3901e-02,  4.3600e-02, -5.8974e-03,  6.8371e-03],\n",
      "          [ 3.4397e-03,  1.5370e-02,  3.0633e-02,  2.1508e-02, -3.4445e-02],\n",
      "          [ 3.8600e-03, -2.7094e-02, -2.6211e-02, -1.2962e-03, -2.4086e-02],\n",
      "          [ 3.8766e-02, -9.9887e-03,  7.0789e-03,  2.0064e-02,  2.9413e-02]],\n",
      "\n",
      "         [[-6.7270e-03, -3.6078e-03,  2.7282e-02, -8.1420e-03,  4.8075e-03],\n",
      "          [ 3.5109e-03,  2.8562e-02,  4.2365e-02, -2.8525e-02,  8.6369e-03],\n",
      "          [ 4.3731e-03, -1.2966e-02,  4.2214e-02,  7.6807e-03, -1.6788e-02],\n",
      "          [ 1.2077e-02, -2.1463e-02, -6.5185e-03,  4.1915e-02,  9.6401e-03],\n",
      "          [ 2.8635e-02,  2.2240e-03,  2.3358e-02,  1.1523e-02, -1.3878e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.2063e-02,  4.1531e-02, -1.3866e-02,  2.5059e-02, -1.2377e-02],\n",
      "          [-1.9366e-02, -2.7126e-02, -3.8460e-02,  3.8956e-02, -1.6004e-02],\n",
      "          [ 1.4403e-02,  3.8306e-02, -2.0487e-02,  1.8939e-02, -3.8199e-02],\n",
      "          [-2.6899e-02, -4.3906e-02,  2.0856e-02,  9.8445e-03, -1.1015e-02],\n",
      "          [ 2.8691e-02,  1.3628e-02,  1.3908e-03,  3.5459e-02,  2.5230e-02]],\n",
      "\n",
      "         [[ 4.4037e-02,  2.0149e-02,  2.1490e-02, -3.5511e-02,  1.6896e-02],\n",
      "          [ 3.6505e-02, -4.6005e-03,  7.0589e-03,  2.0654e-02, -3.5585e-03],\n",
      "          [-8.3951e-03, -2.8977e-02, -3.2419e-02,  1.0153e-02, -2.1343e-02],\n",
      "          [-4.3603e-02, -3.0790e-02,  1.0067e-02, -3.8101e-02,  4.1102e-02],\n",
      "          [ 3.1954e-02,  2.5975e-02,  4.2414e-02, -3.4463e-02,  3.2784e-02]],\n",
      "\n",
      "         [[-3.1275e-03,  4.4552e-02, -1.7700e-02,  3.9075e-02, -1.0107e-02],\n",
      "          [ 2.4228e-03,  1.2745e-02,  3.0412e-02, -2.9538e-02, -1.5808e-02],\n",
      "          [-3.9150e-02,  2.0018e-02, -4.0599e-02,  3.2360e-02, -3.1039e-02],\n",
      "          [-3.4495e-02,  7.0778e-04, -3.4413e-03,  3.1892e-02,  3.5544e-02],\n",
      "          [ 2.4510e-02,  3.1232e-02,  4.1416e-02,  3.9999e-02,  1.5365e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 4.4018e-03, -5.6113e-04, -2.7389e-03, -3.8616e-02, -3.2741e-02],\n",
      "          [ 3.9193e-03, -1.0379e-02, -2.4979e-02,  7.6268e-05,  2.1128e-02],\n",
      "          [ 1.2138e-02,  1.3314e-02,  2.0153e-03,  1.5180e-02, -1.2794e-02],\n",
      "          [-2.9464e-02, -3.6776e-02,  9.1588e-03,  1.7395e-02,  1.6684e-02],\n",
      "          [ 4.1407e-02, -3.3591e-02,  3.2390e-02, -4.4421e-02,  4.2218e-02]],\n",
      "\n",
      "         [[-4.2622e-03,  3.3891e-02, -1.1250e-02, -8.2913e-03,  4.1539e-02],\n",
      "          [ 4.8951e-03, -9.4679e-03, -1.3015e-02, -2.4519e-02, -4.0647e-02],\n",
      "          [-1.8216e-02, -1.1032e-02,  2.0832e-02, -3.4658e-02, -2.4012e-02],\n",
      "          [ 3.5789e-02, -1.0323e-02,  1.7093e-03, -2.4702e-02,  2.4202e-02],\n",
      "          [-2.8409e-02, -2.7934e-02,  4.0657e-02, -1.9490e-02, -4.3600e-02]],\n",
      "\n",
      "         [[-1.2286e-02, -3.0986e-02, -1.9011e-02,  1.9915e-02,  1.6052e-02],\n",
      "          [-1.8034e-02,  7.6765e-04,  2.0085e-02,  3.1702e-02,  1.4883e-02],\n",
      "          [-2.3789e-02,  3.3562e-02, -2.6733e-02, -4.4419e-02, -1.6797e-02],\n",
      "          [-4.1529e-02,  1.4008e-02, -2.6594e-02,  1.1293e-02, -3.3445e-02],\n",
      "          [-2.8502e-02, -2.3254e-02,  3.4095e-02,  2.6885e-02, -9.7245e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.1730e-02,  2.9997e-02, -3.3231e-02,  2.3431e-02,  5.1919e-03],\n",
      "          [-1.1088e-03,  2.5689e-02,  9.1847e-03,  4.4220e-02, -1.1490e-03],\n",
      "          [-7.9880e-03, -2.8235e-02,  1.2957e-02,  5.1621e-03,  2.0723e-02],\n",
      "          [-2.6803e-02, -5.3789e-03, -3.4570e-02,  4.2709e-02,  4.4701e-02],\n",
      "          [ 1.8456e-03, -5.3109e-03,  4.3227e-02,  3.8137e-02, -2.9457e-02]],\n",
      "\n",
      "         [[-1.5320e-02, -3.8697e-02,  4.0594e-02,  1.7016e-02, -4.1467e-02],\n",
      "          [-3.1393e-02, -3.5845e-02, -4.3080e-02, -9.0203e-03,  4.1758e-02],\n",
      "          [ 2.3061e-02, -2.1631e-02, -3.1821e-02, -3.4478e-02,  9.9965e-03],\n",
      "          [ 1.0141e-02,  3.0297e-03,  5.8373e-03, -3.3200e-03,  1.1532e-02],\n",
      "          [-1.2069e-02, -2.0016e-02, -2.4173e-02, -1.1407e-02, -9.7366e-03]],\n",
      "\n",
      "         [[-3.7838e-02, -2.8569e-02,  1.2189e-02,  1.7104e-02, -9.5507e-04],\n",
      "          [-3.7403e-04, -4.1227e-02, -2.9376e-02,  2.6816e-02,  3.2866e-02],\n",
      "          [-3.0602e-02,  3.9171e-02,  3.8542e-02, -6.4763e-03,  4.0232e-03],\n",
      "          [-3.0641e-02,  6.1847e-03, -9.2782e-03, -4.1295e-02, -2.9070e-03],\n",
      "          [-6.7902e-03, -3.9394e-02,  1.5844e-03, -2.3326e-02, -2.5796e-02]]],\n",
      "\n",
      "\n",
      "        [[[-1.7481e-02, -2.6574e-02,  2.4831e-02, -2.5090e-02, -3.8617e-02],\n",
      "          [ 1.4327e-02, -4.4435e-02, -4.4320e-02,  9.1312e-03,  1.3489e-02],\n",
      "          [ 5.5399e-03, -3.1803e-02, -3.2001e-02, -1.1129e-02,  2.1551e-02],\n",
      "          [ 3.1214e-02,  3.3449e-03, -8.6596e-03, -2.4669e-02,  5.9481e-03],\n",
      "          [ 2.2452e-02,  1.2593e-02, -3.9409e-02,  1.4813e-02,  3.3985e-02]],\n",
      "\n",
      "         [[ 2.9039e-02, -1.0677e-02, -1.8649e-02, -4.2684e-02,  2.5879e-02],\n",
      "          [-3.0545e-02, -3.4298e-02,  4.2956e-03, -1.6127e-02, -2.3995e-02],\n",
      "          [-4.0085e-02, -2.7469e-02, -3.7114e-02,  4.0361e-02,  1.5896e-02],\n",
      "          [-2.2205e-02,  4.2327e-02,  2.8625e-04, -3.6396e-02,  2.4565e-02],\n",
      "          [ 3.3383e-02,  2.4275e-02,  2.3036e-02, -1.4452e-02,  2.6864e-02]],\n",
      "\n",
      "         [[-3.3904e-02, -2.2638e-02, -4.0075e-03, -4.0378e-02, -2.1395e-02],\n",
      "          [ 3.6612e-02, -1.3593e-03,  3.6754e-02, -3.8761e-02,  1.5349e-02],\n",
      "          [ 1.1108e-02, -2.4682e-02, -3.6833e-02, -1.8147e-02,  2.8677e-02],\n",
      "          [ 8.7072e-03, -2.0068e-02, -8.7078e-03,  2.9399e-02, -1.8529e-02],\n",
      "          [-1.9657e-02, -5.5329e-03, -4.1421e-02,  4.2116e-02, -8.1718e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.7464e-02,  3.4909e-02,  5.5121e-03, -3.3693e-02,  2.7437e-02],\n",
      "          [-3.8823e-02,  4.3915e-02, -1.2322e-02, -2.2178e-02, -1.1427e-02],\n",
      "          [ 1.0477e-02, -2.1441e-04,  2.7744e-02,  2.4493e-02,  1.5385e-02],\n",
      "          [ 7.2305e-03, -3.3031e-02,  9.2908e-04, -2.2648e-02,  1.8618e-03],\n",
      "          [-4.4505e-02,  4.4720e-02, -1.7061e-02,  3.1428e-02,  1.6337e-02]],\n",
      "\n",
      "         [[-3.4258e-02, -1.3942e-02,  2.8495e-02,  4.0148e-02,  1.3772e-02],\n",
      "          [-3.9881e-02, -1.7463e-02,  9.0190e-03,  1.9390e-02, -4.3285e-02],\n",
      "          [ 1.7155e-02, -2.0766e-02,  4.4074e-02,  1.2816e-02,  3.2936e-02],\n",
      "          [ 5.8895e-03, -1.4218e-02,  1.6365e-02, -2.3552e-02, -1.2225e-03],\n",
      "          [-3.5108e-02,  4.2009e-02, -1.0692e-02, -3.7203e-02, -4.2604e-02]],\n",
      "\n",
      "         [[-2.4343e-03, -1.0277e-02, -2.3310e-02,  2.0122e-03,  2.0019e-02],\n",
      "          [-3.9731e-02,  1.2077e-02, -2.0308e-02, -2.1406e-03,  5.1199e-03],\n",
      "          [-3.5909e-02, -1.2752e-02,  1.7109e-02, -2.9395e-02, -7.7941e-03],\n",
      "          [ 2.9478e-02, -2.1090e-02, -5.6461e-03, -1.0732e-02,  3.7812e-02],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [ 1.5571e-02,  4.2044e-02,  1.6267e-03, -5.5080e-03, -1.6471e-02]]]])\n",
      "param tensor([[[[-1.8897e-02, -1.0981e-03, -3.6791e-03, -1.1127e-03, -6.7900e-04],\n",
      "          [ 1.9818e-03, -5.1539e-03,  1.5352e-02,  1.7067e-03,  5.6132e-03],\n",
      "          [-4.3858e-03, -4.5748e-03, -8.1095e-04, -7.3256e-03, -4.4933e-03],\n",
      "          [-1.1253e-03, -6.2295e-03, -1.0786e-02, -2.0808e-03,  1.1427e-03],\n",
      "          [ 6.4970e-03, -1.1231e-02, -2.3852e-03, -1.5998e-02,  5.4962e-03]],\n",
      "\n",
      "         [[-9.4477e-03,  2.1490e-02, -1.3192e-02,  6.1230e-03,  1.3876e-02],\n",
      "          [-5.7364e-03, -2.0948e-02, -1.0343e-04,  1.4050e-02,  8.0665e-03],\n",
      "          [ 3.5159e-03, -1.9665e-03,  1.5582e-02,  1.3110e-02, -1.0093e-02],\n",
      "          [ 1.3051e-03, -1.2158e-03,  2.4677e-03,  1.0222e-04, -8.9848e-03],\n",
      "          [ 1.5600e-03,  5.5162e-03,  5.9093e-03, -1.7890e-02, -5.7459e-03]],\n",
      "\n",
      "         [[-6.6864e-03,  6.4899e-03,  1.2996e-02,  9.7500e-03, -9.5974e-03],\n",
      "          [ 9.6064e-03, -9.8112e-03, -6.4543e-03, -1.8061e-02,  2.5818e-03],\n",
      "          [ 1.3452e-02,  1.0281e-02, -4.6480e-04,  9.6992e-03, -9.3429e-03],\n",
      "          [ 5.7906e-03,  1.1399e-02,  1.2946e-03, -2.0294e-03,  9.0947e-04],\n",
      "          [ 6.1907e-03,  9.6416e-03,  1.0391e-02,  5.7576e-04,  9.2925e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 7.5599e-05,  3.3527e-04,  3.5064e-03, -1.4372e-02,  1.6851e-02],\n",
      "          [ 7.0668e-04, -1.5615e-02, -2.9698e-03,  2.7079e-03, -7.5395e-04],\n",
      "          [ 1.5000e-02, -5.7509e-03,  1.0260e-02, -7.2317e-03, -3.1144e-03],\n",
      "          [-1.1469e-02, -1.0543e-02,  3.6376e-03, -8.3390e-03,  2.6462e-03],\n",
      "          [ 1.7655e-02,  5.1729e-03,  3.8854e-03,  1.9747e-03, -1.2089e-02]],\n",
      "\n",
      "         [[-1.5317e-04,  5.7130e-03,  6.5282e-03, -1.7284e-03, -5.6342e-03],\n",
      "          [-2.8537e-03,  1.9463e-02, -3.3982e-02,  4.5780e-03,  4.4433e-03],\n",
      "          [-9.1020e-03, -6.9073e-03, -7.4347e-03,  6.1751e-03,  1.5641e-03],\n",
      "          [-5.7730e-03,  2.1804e-03,  1.3183e-03,  1.3059e-02, -6.6488e-03],\n",
      "          [-9.6397e-04, -1.9515e-03,  1.2533e-02, -1.5914e-02,  1.4387e-03]],\n",
      "\n",
      "         [[ 7.4535e-03,  1.1849e-02,  1.6469e-03, -9.9280e-03, -1.2502e-02],\n",
      "          [-4.2094e-03,  1.6832e-02, -1.1071e-03, -2.5450e-03,  5.0173e-03],\n",
      "          [ 5.1946e-03, -1.3192e-02, -3.3992e-03, -6.8548e-04, -5.2898e-03],\n",
      "          [-5.5283e-03, -1.5951e-03, -2.2565e-03, -5.2847e-03, -1.1056e-02],\n",
      "          [ 2.0017e-03, -6.2881e-03, -1.4629e-02,  6.1379e-03,  4.9011e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 8.3517e-03,  1.9958e-04, -1.3497e-02,  8.1565e-03,  4.2660e-03],\n",
      "          [-2.6553e-03, -8.4622e-03,  2.0159e-02, -4.7616e-03, -7.8152e-04],\n",
      "          [-5.4579e-03, -9.1375e-03,  3.8408e-04,  6.2797e-03, -4.5130e-03],\n",
      "          [ 7.2331e-04, -1.0742e-02,  1.3438e-02, -3.3501e-03,  1.1796e-02],\n",
      "          [ 2.1072e-03,  2.0849e-03, -6.5567e-04, -4.8955e-03, -2.2956e-03]],\n",
      "\n",
      "         [[ 3.4319e-03, -2.2930e-02,  1.3717e-02,  1.0443e-02, -3.2783e-03],\n",
      "          [-1.4614e-02,  1.8261e-03, -5.7474e-03,  2.6248e-02, -1.1821e-02],\n",
      "          [-4.0184e-03, -1.9593e-02,  6.9739e-03, -1.8359e-02,  3.7702e-03],\n",
      "          [-3.1457e-03,  2.8123e-03, -5.0309e-04,  8.3124e-03, -1.2249e-02],\n",
      "          [-6.5709e-03,  3.9019e-03,  9.3711e-03,  2.5196e-02,  1.1221e-02]],\n",
      "\n",
      "         [[-1.2187e-02,  1.1649e-02,  1.0003e-02, -7.7545e-03, -3.3212e-03],\n",
      "          [-1.4430e-02, -3.5056e-03,  1.4093e-02, -1.8854e-03,  6.2993e-03],\n",
      "          [ 3.1085e-03,  7.4391e-04, -1.2302e-03, -1.3588e-02, -6.6531e-04],\n",
      "          [-1.3245e-02, -2.9625e-03,  4.9902e-03,  8.1285e-03, -1.0056e-03],\n",
      "          [ 1.8405e-02,  1.1617e-02,  1.0239e-03, -3.9766e-04,  1.4138e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.8690e-03,  1.2505e-02, -2.3699e-03, -4.0978e-03, -6.6722e-04],\n",
      "          [-1.8984e-02, -1.3669e-03,  4.3175e-03, -9.3873e-03, -9.4847e-03],\n",
      "          [ 2.6665e-02,  1.0385e-02, -6.1771e-03,  3.1760e-03, -4.4308e-03],\n",
      "          [ 1.2339e-03, -3.8053e-03,  1.4419e-02, -4.3144e-03, -8.7979e-03],\n",
      "          [-5.8190e-03,  5.9828e-03, -2.5316e-03,  1.0688e-02,  8.4557e-03]],\n",
      "\n",
      "         [[ 2.8448e-03,  1.2470e-02,  1.0355e-02,  3.3041e-03, -1.5153e-02],\n",
      "          [ 1.6215e-02, -4.5467e-03,  2.2816e-03, -6.6571e-03,  1.0574e-02],\n",
      "          [-3.1170e-03,  1.4247e-02, -1.2444e-02,  1.4083e-02,  5.7180e-03],\n",
      "          [ 8.8205e-03,  1.5037e-02,  2.7204e-03,  1.1814e-02, -1.5023e-03],\n",
      "          [-1.1383e-02, -1.9900e-02, -2.0321e-02, -1.0929e-02,  1.2407e-03]],\n",
      "\n",
      "         [[-5.6309e-03,  5.2551e-04,  1.8252e-03,  3.6447e-03,  3.9292e-03],\n",
      "          [-9.3240e-03, -3.8949e-03,  3.7307e-04, -3.7474e-04,  8.0493e-03],\n",
      "          [ 7.9276e-03,  2.8372e-02, -9.7048e-03, -2.6145e-03,  2.3540e-02],\n",
      "          [ 6.5968e-03, -6.0137e-03, -5.0394e-03,  1.0556e-04, -2.6130e-02],\n",
      "          [-5.4335e-03,  5.9770e-03, -5.1412e-03, -2.7404e-03,  1.5619e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.2228e-03, -8.8367e-03,  7.8843e-03, -1.6262e-02,  1.1898e-02],\n",
      "          [-1.4113e-02,  5.3947e-03, -2.3878e-03, -4.7359e-03, -3.9484e-03],\n",
      "          [ 1.0578e-02,  7.4385e-03,  9.9298e-04, -7.8248e-03, -3.5022e-03],\n",
      "          [ 6.8309e-03, -2.0394e-03,  8.8345e-03, -3.2840e-04, -5.3788e-03],\n",
      "          [-4.7765e-03,  1.9471e-02,  6.4640e-03, -4.3291e-03, -9.3775e-03]],\n",
      "\n",
      "         [[ 4.3306e-03,  1.5680e-03,  3.1170e-03, -2.0563e-02, -8.4681e-03],\n",
      "          [-5.3131e-03,  1.5073e-02,  5.1548e-03,  5.3715e-04,  1.0710e-02],\n",
      "          [-9.2474e-03, -3.2270e-03, -3.3264e-03, -1.0560e-02, -7.0310e-03],\n",
      "          [-4.6254e-03,  1.3290e-03, -1.7111e-02,  9.8023e-03, -8.0432e-03],\n",
      "          [-2.0475e-03,  4.4526e-03,  1.5750e-02,  1.9581e-03,  2.7428e-03]],\n",
      "\n",
      "         [[-6.7322e-03,  2.6218e-03,  7.5866e-03, -1.5497e-03, -3.8294e-03],\n",
      "          [-3.8081e-03,  5.8105e-03, -1.0698e-03, -1.5681e-02,  8.9639e-03],\n",
      "          [-1.3559e-03,  8.5582e-03,  9.5028e-03,  2.8381e-03,  1.3950e-02],\n",
      "          [ 4.0405e-04,  1.4563e-03, -4.2761e-03, -3.8258e-04,  2.2169e-03],\n",
      "          [-1.2258e-02,  1.1389e-02,  2.5242e-03, -5.4207e-03,  2.6098e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-7.3278e-03, -1.2763e-03, -7.3991e-03, -4.0721e-03,  2.0019e-03],\n",
      "          [-1.6801e-03, -8.0516e-03,  2.4580e-03, -5.6169e-03, -1.1534e-03],\n",
      "          [-1.8471e-02, -1.4368e-02,  2.8039e-03, -7.4794e-03, -8.3355e-03],\n",
      "          [ 1.3383e-02, -1.1769e-02, -1.0301e-02, -1.5739e-03,  2.2341e-03],\n",
      "          [ 6.5453e-03, -1.2139e-02, -3.1127e-03,  7.5770e-03, -1.1604e-02]],\n",
      "\n",
      "         [[-1.4475e-02, -1.5843e-03, -1.1809e-02, -2.0846e-02, -2.7726e-02],\n",
      "          [ 1.3285e-02,  7.1367e-03, -7.9064e-04,  3.0757e-02, -3.3027e-03],\n",
      "          [-1.0383e-02,  9.0127e-03,  8.0372e-03, -3.3379e-03, -5.4127e-03],\n",
      "          [-1.5446e-02, -3.7752e-03,  1.6290e-02, -1.2344e-02,  9.6433e-03],\n",
      "          [ 5.7352e-03,  1.2028e-03,  7.5498e-03, -2.1049e-03,  7.0586e-04]],\n",
      "\n",
      "         [[-2.7238e-03,  2.9934e-03,  1.6875e-03,  8.1038e-03, -4.0876e-03],\n",
      "          [-4.4858e-03,  1.0636e-02, -1.5290e-03, -9.8625e-04,  4.2057e-03],\n",
      "          [-2.9425e-03, -2.5783e-03,  2.7239e-02, -7.9435e-03,  5.6627e-03],\n",
      "          [-3.6549e-03, -2.5487e-04, -3.7939e-03,  3.5511e-04,  2.8219e-02],\n",
      "          [-5.8103e-03,  2.8274e-03,  8.2000e-03, -5.7830e-03,  6.8862e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 3.6535e-03,  9.3673e-04, -1.3474e-02,  1.5894e-02, -1.0973e-02],\n",
      "          [ 6.3678e-04, -1.0679e-02,  8.7299e-03, -1.8481e-02,  1.0377e-02],\n",
      "          [ 4.8244e-03, -1.0944e-02, -7.0859e-03,  1.1095e-02, -4.2059e-03],\n",
      "          [-1.4462e-02, -4.3346e-03, -2.2838e-03, -5.4166e-03, -2.7707e-02],\n",
      "          [-6.4841e-03,  4.5809e-03, -1.2042e-03, -3.5455e-04,  1.3274e-02]],\n",
      "\n",
      "         [[-2.4812e-03,  6.3801e-03, -1.4621e-02, -3.2431e-03,  7.0563e-03],\n",
      "          [ 7.2891e-03,  2.1968e-03,  2.8923e-02,  1.4346e-02,  1.6123e-02],\n",
      "          [ 1.1717e-02, -5.4598e-04,  5.1184e-03, -7.7923e-03, -1.7421e-03],\n",
      "          [ 1.2461e-02, -1.4485e-02, -2.3734e-02, -1.3751e-02, -5.9005e-03],\n",
      "          [-6.4630e-03,  2.5900e-02,  1.4125e-02,  4.1357e-03,  8.1493e-04]],\n",
      "\n",
      "         [[ 1.1283e-02,  5.5948e-03,  4.3183e-03, -7.9163e-03,  1.5650e-03],\n",
      "          [-6.5902e-03,  1.0409e-02, -4.9860e-03, -2.6311e-03,  2.6845e-02],\n",
      "          [-4.5474e-04, -3.4016e-03,  3.5604e-03,  9.6612e-03, -3.7577e-03],\n",
      "          [-7.8897e-03, -8.7987e-03, -2.5519e-03,  1.0990e-02, -8.1711e-03],\n",
      "          [-1.0781e-02, -1.3354e-02,  4.9695e-03, -2.2112e-03, -6.0591e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.7113e-02, -1.2004e-02,  1.0412e-02, -6.5554e-03, -5.5354e-03],\n",
      "          [-8.4523e-03,  1.2546e-02, -7.2515e-03, -4.7644e-03, -1.7765e-02],\n",
      "          [ 1.7393e-04,  7.1830e-03, -1.8715e-02, -1.0696e-02,  1.1527e-03],\n",
      "          [-2.2274e-03,  2.9885e-03, -4.9715e-03, -8.8941e-03,  1.6232e-02],\n",
      "          [ 4.6180e-03,  6.4317e-03,  1.2856e-02, -2.2358e-03, -6.2123e-03]],\n",
      "\n",
      "         [[ 1.3542e-02,  9.6870e-03,  1.6876e-03, -1.7078e-04,  7.4598e-03],\n",
      "          [-1.2548e-04,  9.6791e-05,  6.7318e-03,  2.3321e-03, -4.8231e-03],\n",
      "          [-3.3293e-03, -2.8230e-03,  2.2896e-02, -6.7215e-03, -2.5737e-02],\n",
      "          [-2.8353e-03, -2.6575e-03, -1.8996e-02, -1.0761e-03,  4.2102e-03],\n",
      "          [-5.0003e-05, -4.8578e-03,  7.3344e-03,  9.5680e-03, -7.1131e-03]],\n",
      "\n",
      "         [[ 5.0006e-03,  3.0942e-03,  3.9315e-03,  1.2534e-02, -1.4849e-02],\n",
      "          [-1.7483e-02,  2.7045e-03, -4.6741e-03, -2.6525e-03,  6.7751e-03],\n",
      "          [ 1.2816e-03,  5.3342e-03,  8.2299e-03, -1.7305e-02, -6.1856e-03],\n",
      "          [ 9.1208e-04, -7.1131e-03,  1.0017e-02,  2.4458e-03, -4.1040e-03],\n",
      "          [-5.3499e-03, -7.9467e-04,  1.1795e-02, -5.4002e-03, -7.3368e-03]]],\n",
      "\n",
      "\n",
      "        [[[-7.3328e-03,  6.4215e-03,  1.2457e-02, -6.0574e-03, -1.6454e-02],\n",
      "          [ 1.9844e-02, -2.5118e-03, -1.7547e-02, -1.1056e-02, -1.3025e-02],\n",
      "          [ 1.5663e-02, -6.9261e-03, -1.4830e-02,  2.9275e-03,  8.1612e-03],\n",
      "          [ 1.1556e-02, -4.3316e-03,  5.7866e-03, -1.7527e-03, -3.9712e-03],\n",
      "          [-5.0202e-03, -1.1542e-02,  1.5106e-02,  1.1815e-02,  2.3182e-06]],\n",
      "\n",
      "         [[-3.5879e-05,  5.1803e-03,  3.6827e-03,  2.3441e-03,  1.8430e-03],\n",
      "          [ 1.1599e-02,  3.3609e-03,  1.0374e-02,  3.5025e-04,  3.4382e-03],\n",
      "          [ 1.5768e-02,  1.0348e-02, -6.6466e-03,  1.6279e-02, -1.5886e-02],\n",
      "          [ 7.8453e-03, -4.0819e-04, -2.1192e-02,  1.3842e-02,  1.6604e-02],\n",
      "          [ 9.2380e-03,  1.4240e-03, -1.2344e-02,  5.0766e-03, -6.7964e-03]],\n",
      "\n",
      "         [[-5.7993e-03,  1.5056e-02,  1.1897e-02, -7.0759e-03, -4.2031e-03],\n",
      "          [ 1.0764e-04,  7.3464e-03,  6.5167e-03, -3.5647e-03, -1.1474e-03],\n",
      "          [-5.9659e-03, -1.0060e-02,  1.9894e-03,  1.3489e-02,  1.1235e-02],\n",
      "          [-7.4288e-03, -1.1597e-02,  3.9985e-03, -1.0314e-02,  1.5483e-02],\n",
      "          [ 3.0901e-03, -2.6068e-02,  1.5465e-02,  5.4995e-03, -7.5852e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.8766e-03, -8.7474e-03, -8.8659e-03, -1.7237e-02,  2.3533e-03],\n",
      "          [-3.5512e-03,  8.5709e-03,  1.4143e-02, -6.3089e-03,  2.8612e-03],\n",
      "          [ 9.9045e-03, -6.3683e-03, -9.1761e-03, -2.1853e-02, -1.8706e-02],\n",
      "          [ 8.6488e-03,  2.3462e-02,  8.1111e-03, -1.5854e-03, -1.3770e-02],\n",
      "          [-8.7951e-03,  8.7501e-03,  1.4797e-03,  9.2068e-03,  1.0564e-02]],\n",
      "\n",
      "         [[-5.2969e-03,  1.6928e-02, -5.9010e-03, -5.5656e-03, -1.1676e-02],\n",
      "          [ 1.7670e-02, -1.4865e-02,  1.5948e-03,  1.2904e-02,  2.6921e-03],\n",
      "          [ 6.5832e-03,  1.1690e-02,  2.7913e-03, -2.9920e-03,  1.4717e-02],\n",
      "          [ 1.0605e-03,  2.5263e-02,  1.0339e-02,  8.6797e-03, -1.2536e-02],\n",
      "          [ 8.6864e-04,  7.9586e-03,  1.5559e-03,  4.0389e-03,  1.3186e-02]],\n",
      "\n",
      "         [[-4.3942e-04,  8.3264e-03, -1.1714e-03, -8.4368e-03, -1.0271e-02],\n",
      "          [ 1.8066e-02,  3.6411e-03, -2.9816e-03,  9.3673e-03,  6.6625e-04],\n",
      "          [ 4.0052e-03, -8.4892e-03, -6.7142e-03,  4.0619e-03, -4.8375e-03],\n",
      "          [ 8.8735e-03, -6.5414e-03, -1.4382e-02,  1.7589e-02,  3.4832e-03],\n",
      "          [-4.7453e-03,  2.4436e-03,  1.2878e-02,  8.8661e-03, -1.3694e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.8555e-02, -3.0094e-03, -6.3308e-03,  1.3697e-02, -1.8214e-02],\n",
      "          [-2.2062e-02,  1.0681e-02, -1.1867e-02, -9.1733e-03, -4.5142e-03],\n",
      "          [-1.2179e-02,  5.0091e-03, -9.2317e-03,  1.6086e-02, -1.2256e-02],\n",
      "          [-7.7667e-03,  8.0881e-03,  2.6961e-03,  8.0016e-03,  1.0792e-02],\n",
      "          [ 4.1133e-03,  3.0796e-04, -7.2972e-03, -6.8648e-03, -8.8544e-03]],\n",
      "\n",
      "         [[-8.6266e-03, -4.1051e-03, -1.0092e-03, -1.1395e-02, -6.9666e-03],\n",
      "          [-5.3538e-03,  1.5043e-02,  6.6000e-03,  1.2011e-03,  1.7293e-02],\n",
      "          [ 1.7220e-02,  1.5736e-02,  9.0056e-03, -8.9080e-03, -1.3760e-02],\n",
      "          [-1.0774e-02, -8.0295e-03,  1.7638e-03, -7.3827e-03,  2.2726e-03],\n",
      "          [ 9.6943e-03,  2.3529e-03, -7.0610e-04,  7.3165e-03, -1.6501e-02]],\n",
      "\n",
      "         [[-1.5765e-02, -1.5456e-03,  1.5696e-02,  6.5523e-03, -3.6926e-03],\n",
      "          [ 2.6691e-03,  8.6964e-03, -4.4968e-03,  1.0991e-02,  1.4920e-02],\n",
      "          [ 2.5343e-03, -1.2229e-02,  1.2554e-02,  9.6898e-03, -7.5848e-04],\n",
      "          [-6.9466e-03, -1.8654e-03,  5.5540e-03,  3.5260e-03,  2.5962e-03],\n",
      "          [ 2.5967e-03,  2.4256e-03,  4.1398e-03, -8.9139e-03,  8.8765e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.1619e-02, -5.7497e-03, -5.6056e-03, -2.4590e-02, -4.1342e-03],\n",
      "          [-1.5627e-02,  1.7533e-02, -1.5201e-02, -1.7843e-02, -1.1893e-02],\n",
      "          [-4.3705e-04,  1.1361e-02,  1.9526e-03, -4.9863e-03, -8.9763e-03],\n",
      "          [-5.1865e-03,  2.2722e-02,  5.4494e-03, -4.0778e-03,  1.6911e-02],\n",
      "          [ 1.1881e-02,  2.4183e-02, -1.5911e-02,  9.6547e-03, -2.0221e-02]],\n",
      "\n",
      "         [[-1.3699e-04, -2.3041e-02,  1.0986e-03,  1.1161e-02, -1.0865e-02],\n",
      "          [ 4.8497e-04,  2.7680e-03,  1.3662e-02, -1.8104e-03,  1.0905e-03],\n",
      "          [ 1.0273e-02,  3.8266e-04, -2.3634e-02, -6.8747e-03,  6.7605e-03],\n",
      "          [-9.4321e-04,  4.1187e-03, -2.1319e-02,  5.5985e-03, -5.2327e-03],\n",
      "          [ 5.9483e-03,  1.1399e-02, -2.4620e-03, -5.4899e-03, -1.1541e-02]],\n",
      "\n",
      "         [[-3.4756e-03,  4.9308e-04, -4.4024e-03, -2.7472e-02, -2.3748e-03],\n",
      "          [-2.0296e-03,  7.4889e-03, -1.2729e-03,  2.0477e-02,  4.0218e-03],\n",
      "          [ 1.3317e-02,  1.6384e-02,  1.1901e-02, -2.0397e-03,  7.0732e-03],\n",
      "          [ 6.9393e-03,  6.5887e-03, -1.4796e-02,  1.7698e-02,  9.8165e-03],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [ 4.7962e-03, -9.4189e-03,  1.4804e-02, -8.9754e-03, -5.7706e-03]]]])\n",
      "v.copy tensor([[[[-1.8897e-02, -1.0981e-03, -3.6791e-03, -1.1127e-03, -6.7900e-04],\n",
      "          [ 1.9818e-03, -5.1539e-03,  1.5352e-02,  1.7067e-03,  5.6132e-03],\n",
      "          [-4.3858e-03, -4.5748e-03, -8.1095e-04, -7.3256e-03, -4.4933e-03],\n",
      "          [-1.1253e-03, -6.2295e-03, -1.0786e-02, -2.0808e-03,  1.1427e-03],\n",
      "          [ 6.4970e-03, -1.1231e-02, -2.3852e-03, -1.5998e-02,  5.4962e-03]],\n",
      "\n",
      "         [[-9.4477e-03,  2.1490e-02, -1.3192e-02,  6.1230e-03,  1.3876e-02],\n",
      "          [-5.7364e-03, -2.0948e-02, -1.0343e-04,  1.4050e-02,  8.0665e-03],\n",
      "          [ 3.5159e-03, -1.9665e-03,  1.5582e-02,  1.3110e-02, -1.0093e-02],\n",
      "          [ 1.3051e-03, -1.2158e-03,  2.4677e-03,  1.0222e-04, -8.9848e-03],\n",
      "          [ 1.5600e-03,  5.5162e-03,  5.9093e-03, -1.7890e-02, -5.7459e-03]],\n",
      "\n",
      "         [[-6.6864e-03,  6.4899e-03,  1.2996e-02,  9.7500e-03, -9.5974e-03],\n",
      "          [ 9.6064e-03, -9.8112e-03, -6.4543e-03, -1.8061e-02,  2.5818e-03],\n",
      "          [ 1.3452e-02,  1.0281e-02, -4.6480e-04,  9.6992e-03, -9.3429e-03],\n",
      "          [ 5.7906e-03,  1.1399e-02,  1.2946e-03, -2.0294e-03,  9.0947e-04],\n",
      "          [ 6.1907e-03,  9.6416e-03,  1.0391e-02,  5.7576e-04,  9.2925e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 7.5599e-05,  3.3527e-04,  3.5064e-03, -1.4372e-02,  1.6851e-02],\n",
      "          [ 7.0668e-04, -1.5615e-02, -2.9698e-03,  2.7079e-03, -7.5395e-04],\n",
      "          [ 1.5000e-02, -5.7509e-03,  1.0260e-02, -7.2317e-03, -3.1144e-03],\n",
      "          [-1.1469e-02, -1.0543e-02,  3.6376e-03, -8.3390e-03,  2.6462e-03],\n",
      "          [ 1.7655e-02,  5.1729e-03,  3.8854e-03,  1.9747e-03, -1.2089e-02]],\n",
      "\n",
      "         [[-1.5317e-04,  5.7130e-03,  6.5282e-03, -1.7284e-03, -5.6342e-03],\n",
      "          [-2.8537e-03,  1.9463e-02, -3.3982e-02,  4.5780e-03,  4.4433e-03],\n",
      "          [-9.1020e-03, -6.9073e-03, -7.4347e-03,  6.1751e-03,  1.5641e-03],\n",
      "          [-5.7730e-03,  2.1804e-03,  1.3183e-03,  1.3059e-02, -6.6488e-03],\n",
      "          [-9.6397e-04, -1.9515e-03,  1.2533e-02, -1.5914e-02,  1.4387e-03]],\n",
      "\n",
      "         [[ 7.4535e-03,  1.1849e-02,  1.6469e-03, -9.9280e-03, -1.2502e-02],\n",
      "          [-4.2094e-03,  1.6832e-02, -1.1071e-03, -2.5450e-03,  5.0173e-03],\n",
      "          [ 5.1946e-03, -1.3192e-02, -3.3992e-03, -6.8548e-04, -5.2898e-03],\n",
      "          [-5.5283e-03, -1.5951e-03, -2.2565e-03, -5.2847e-03, -1.1056e-02],\n",
      "          [ 2.0017e-03, -6.2881e-03, -1.4629e-02,  6.1379e-03,  4.9011e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 8.3517e-03,  1.9958e-04, -1.3497e-02,  8.1565e-03,  4.2660e-03],\n",
      "          [-2.6553e-03, -8.4622e-03,  2.0159e-02, -4.7616e-03, -7.8152e-04],\n",
      "          [-5.4579e-03, -9.1375e-03,  3.8408e-04,  6.2797e-03, -4.5130e-03],\n",
      "          [ 7.2331e-04, -1.0742e-02,  1.3438e-02, -3.3501e-03,  1.1796e-02],\n",
      "          [ 2.1072e-03,  2.0849e-03, -6.5567e-04, -4.8955e-03, -2.2956e-03]],\n",
      "\n",
      "         [[ 3.4319e-03, -2.2930e-02,  1.3717e-02,  1.0443e-02, -3.2783e-03],\n",
      "          [-1.4614e-02,  1.8261e-03, -5.7474e-03,  2.6248e-02, -1.1821e-02],\n",
      "          [-4.0184e-03, -1.9593e-02,  6.9739e-03, -1.8359e-02,  3.7702e-03],\n",
      "          [-3.1457e-03,  2.8123e-03, -5.0309e-04,  8.3124e-03, -1.2249e-02],\n",
      "          [-6.5709e-03,  3.9019e-03,  9.3711e-03,  2.5196e-02,  1.1221e-02]],\n",
      "\n",
      "         [[-1.2187e-02,  1.1649e-02,  1.0003e-02, -7.7545e-03, -3.3212e-03],\n",
      "          [-1.4430e-02, -3.5056e-03,  1.4093e-02, -1.8854e-03,  6.2993e-03],\n",
      "          [ 3.1085e-03,  7.4391e-04, -1.2302e-03, -1.3588e-02, -6.6531e-04],\n",
      "          [-1.3245e-02, -2.9625e-03,  4.9902e-03,  8.1285e-03, -1.0056e-03],\n",
      "          [ 1.8405e-02,  1.1617e-02,  1.0239e-03, -3.9766e-04,  1.4138e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.8690e-03,  1.2505e-02, -2.3699e-03, -4.0978e-03, -6.6722e-04],\n",
      "          [-1.8984e-02, -1.3669e-03,  4.3175e-03, -9.3873e-03, -9.4847e-03],\n",
      "          [ 2.6665e-02,  1.0385e-02, -6.1771e-03,  3.1760e-03, -4.4308e-03],\n",
      "          [ 1.2339e-03, -3.8053e-03,  1.4419e-02, -4.3144e-03, -8.7979e-03],\n",
      "          [-5.8190e-03,  5.9828e-03, -2.5316e-03,  1.0688e-02,  8.4557e-03]],\n",
      "\n",
      "         [[ 2.8448e-03,  1.2470e-02,  1.0355e-02,  3.3041e-03, -1.5153e-02],\n",
      "          [ 1.6215e-02, -4.5467e-03,  2.2816e-03, -6.6571e-03,  1.0574e-02],\n",
      "          [-3.1170e-03,  1.4247e-02, -1.2444e-02,  1.4083e-02,  5.7180e-03],\n",
      "          [ 8.8205e-03,  1.5037e-02,  2.7204e-03,  1.1814e-02, -1.5023e-03],\n",
      "          [-1.1383e-02, -1.9900e-02, -2.0321e-02, -1.0929e-02,  1.2407e-03]],\n",
      "\n",
      "         [[-5.6309e-03,  5.2551e-04,  1.8252e-03,  3.6447e-03,  3.9292e-03],\n",
      "          [-9.3240e-03, -3.8949e-03,  3.7307e-04, -3.7474e-04,  8.0493e-03],\n",
      "          [ 7.9276e-03,  2.8372e-02, -9.7048e-03, -2.6145e-03,  2.3540e-02],\n",
      "          [ 6.5968e-03, -6.0137e-03, -5.0394e-03,  1.0556e-04, -2.6130e-02],\n",
      "          [-5.4335e-03,  5.9770e-03, -5.1412e-03, -2.7404e-03,  1.5619e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.2228e-03, -8.8367e-03,  7.8843e-03, -1.6262e-02,  1.1898e-02],\n",
      "          [-1.4113e-02,  5.3947e-03, -2.3878e-03, -4.7359e-03, -3.9484e-03],\n",
      "          [ 1.0578e-02,  7.4385e-03,  9.9298e-04, -7.8248e-03, -3.5022e-03],\n",
      "          [ 6.8309e-03, -2.0394e-03,  8.8345e-03, -3.2840e-04, -5.3788e-03],\n",
      "          [-4.7765e-03,  1.9471e-02,  6.4640e-03, -4.3291e-03, -9.3775e-03]],\n",
      "\n",
      "         [[ 4.3306e-03,  1.5680e-03,  3.1170e-03, -2.0563e-02, -8.4681e-03],\n",
      "          [-5.3131e-03,  1.5073e-02,  5.1548e-03,  5.3715e-04,  1.0710e-02],\n",
      "          [-9.2474e-03, -3.2270e-03, -3.3264e-03, -1.0560e-02, -7.0310e-03],\n",
      "          [-4.6254e-03,  1.3290e-03, -1.7111e-02,  9.8023e-03, -8.0432e-03],\n",
      "          [-2.0475e-03,  4.4526e-03,  1.5750e-02,  1.9581e-03,  2.7428e-03]],\n",
      "\n",
      "         [[-6.7322e-03,  2.6218e-03,  7.5866e-03, -1.5497e-03, -3.8294e-03],\n",
      "          [-3.8081e-03,  5.8105e-03, -1.0698e-03, -1.5681e-02,  8.9639e-03],\n",
      "          [-1.3559e-03,  8.5582e-03,  9.5028e-03,  2.8381e-03,  1.3950e-02],\n",
      "          [ 4.0405e-04,  1.4563e-03, -4.2761e-03, -3.8258e-04,  2.2169e-03],\n",
      "          [-1.2258e-02,  1.1389e-02,  2.5242e-03, -5.4207e-03,  2.6098e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-7.3278e-03, -1.2763e-03, -7.3991e-03, -4.0721e-03,  2.0019e-03],\n",
      "          [-1.6801e-03, -8.0516e-03,  2.4580e-03, -5.6169e-03, -1.1534e-03],\n",
      "          [-1.8471e-02, -1.4368e-02,  2.8039e-03, -7.4794e-03, -8.3355e-03],\n",
      "          [ 1.3383e-02, -1.1769e-02, -1.0301e-02, -1.5739e-03,  2.2341e-03],\n",
      "          [ 6.5453e-03, -1.2139e-02, -3.1127e-03,  7.5770e-03, -1.1604e-02]],\n",
      "\n",
      "         [[-1.4475e-02, -1.5843e-03, -1.1809e-02, -2.0846e-02, -2.7726e-02],\n",
      "          [ 1.3285e-02,  7.1367e-03, -7.9064e-04,  3.0757e-02, -3.3027e-03],\n",
      "          [-1.0383e-02,  9.0127e-03,  8.0372e-03, -3.3379e-03, -5.4127e-03],\n",
      "          [-1.5446e-02, -3.7752e-03,  1.6290e-02, -1.2344e-02,  9.6433e-03],\n",
      "          [ 5.7352e-03,  1.2028e-03,  7.5498e-03, -2.1049e-03,  7.0586e-04]],\n",
      "\n",
      "         [[-2.7238e-03,  2.9934e-03,  1.6875e-03,  8.1038e-03, -4.0876e-03],\n",
      "          [-4.4858e-03,  1.0636e-02, -1.5290e-03, -9.8625e-04,  4.2057e-03],\n",
      "          [-2.9425e-03, -2.5783e-03,  2.7239e-02, -7.9435e-03,  5.6627e-03],\n",
      "          [-3.6549e-03, -2.5487e-04, -3.7939e-03,  3.5511e-04,  2.8219e-02],\n",
      "          [-5.8103e-03,  2.8274e-03,  8.2000e-03, -5.7830e-03,  6.8862e-03]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 3.6535e-03,  9.3673e-04, -1.3474e-02,  1.5894e-02, -1.0973e-02],\n",
      "          [ 6.3678e-04, -1.0679e-02,  8.7299e-03, -1.8481e-02,  1.0377e-02],\n",
      "          [ 4.8244e-03, -1.0944e-02, -7.0859e-03,  1.1095e-02, -4.2059e-03],\n",
      "          [-1.4462e-02, -4.3346e-03, -2.2838e-03, -5.4166e-03, -2.7707e-02],\n",
      "          [-6.4841e-03,  4.5809e-03, -1.2042e-03, -3.5455e-04,  1.3274e-02]],\n",
      "\n",
      "         [[-2.4812e-03,  6.3801e-03, -1.4621e-02, -3.2431e-03,  7.0563e-03],\n",
      "          [ 7.2891e-03,  2.1968e-03,  2.8923e-02,  1.4346e-02,  1.6123e-02],\n",
      "          [ 1.1717e-02, -5.4598e-04,  5.1184e-03, -7.7923e-03, -1.7421e-03],\n",
      "          [ 1.2461e-02, -1.4485e-02, -2.3734e-02, -1.3751e-02, -5.9005e-03],\n",
      "          [-6.4630e-03,  2.5900e-02,  1.4125e-02,  4.1357e-03,  8.1493e-04]],\n",
      "\n",
      "         [[ 1.1283e-02,  5.5948e-03,  4.3183e-03, -7.9163e-03,  1.5650e-03],\n",
      "          [-6.5902e-03,  1.0409e-02, -4.9860e-03, -2.6311e-03,  2.6845e-02],\n",
      "          [-4.5474e-04, -3.4016e-03,  3.5604e-03,  9.6612e-03, -3.7577e-03],\n",
      "          [-7.8897e-03, -8.7987e-03, -2.5519e-03,  1.0990e-02, -8.1711e-03],\n",
      "          [-1.0781e-02, -1.3354e-02,  4.9695e-03, -2.2112e-03, -6.0591e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.7113e-02, -1.2004e-02,  1.0412e-02, -6.5554e-03, -5.5354e-03],\n",
      "          [-8.4523e-03,  1.2546e-02, -7.2515e-03, -4.7644e-03, -1.7765e-02],\n",
      "          [ 1.7393e-04,  7.1830e-03, -1.8715e-02, -1.0696e-02,  1.1527e-03],\n",
      "          [-2.2274e-03,  2.9885e-03, -4.9715e-03, -8.8941e-03,  1.6232e-02],\n",
      "          [ 4.6180e-03,  6.4317e-03,  1.2856e-02, -2.2358e-03, -6.2123e-03]],\n",
      "\n",
      "         [[ 1.3542e-02,  9.6870e-03,  1.6876e-03, -1.7078e-04,  7.4598e-03],\n",
      "          [-1.2548e-04,  9.6791e-05,  6.7318e-03,  2.3321e-03, -4.8231e-03],\n",
      "          [-3.3293e-03, -2.8230e-03,  2.2896e-02, -6.7215e-03, -2.5737e-02],\n",
      "          [-2.8353e-03, -2.6575e-03, -1.8996e-02, -1.0761e-03,  4.2102e-03],\n",
      "          [-5.0003e-05, -4.8578e-03,  7.3344e-03,  9.5680e-03, -7.1131e-03]],\n",
      "\n",
      "         [[ 5.0006e-03,  3.0942e-03,  3.9315e-03,  1.2534e-02, -1.4849e-02],\n",
      "          [-1.7483e-02,  2.7045e-03, -4.6741e-03, -2.6525e-03,  6.7751e-03],\n",
      "          [ 1.2816e-03,  5.3342e-03,  8.2299e-03, -1.7305e-02, -6.1856e-03],\n",
      "          [ 9.1208e-04, -7.1131e-03,  1.0017e-02,  2.4458e-03, -4.1040e-03],\n",
      "          [-5.3499e-03, -7.9467e-04,  1.1795e-02, -5.4002e-03, -7.3368e-03]]],\n",
      "\n",
      "\n",
      "        [[[-7.3328e-03,  6.4215e-03,  1.2457e-02, -6.0574e-03, -1.6454e-02],\n",
      "          [ 1.9844e-02, -2.5118e-03, -1.7547e-02, -1.1056e-02, -1.3025e-02],\n",
      "          [ 1.5663e-02, -6.9261e-03, -1.4830e-02,  2.9275e-03,  8.1612e-03],\n",
      "          [ 1.1556e-02, -4.3316e-03,  5.7866e-03, -1.7527e-03, -3.9712e-03],\n",
      "          [-5.0202e-03, -1.1542e-02,  1.5106e-02,  1.1815e-02,  2.3182e-06]],\n",
      "\n",
      "         [[-3.5879e-05,  5.1803e-03,  3.6827e-03,  2.3441e-03,  1.8430e-03],\n",
      "          [ 1.1599e-02,  3.3609e-03,  1.0374e-02,  3.5025e-04,  3.4382e-03],\n",
      "          [ 1.5768e-02,  1.0348e-02, -6.6466e-03,  1.6279e-02, -1.5886e-02],\n",
      "          [ 7.8453e-03, -4.0819e-04, -2.1192e-02,  1.3842e-02,  1.6604e-02],\n",
      "          [ 9.2380e-03,  1.4240e-03, -1.2344e-02,  5.0766e-03, -6.7964e-03]],\n",
      "\n",
      "         [[-5.7993e-03,  1.5056e-02,  1.1897e-02, -7.0759e-03, -4.2031e-03],\n",
      "          [ 1.0764e-04,  7.3464e-03,  6.5167e-03, -3.5647e-03, -1.1474e-03],\n",
      "          [-5.9659e-03, -1.0060e-02,  1.9894e-03,  1.3489e-02,  1.1235e-02],\n",
      "          [-7.4288e-03, -1.1597e-02,  3.9985e-03, -1.0314e-02,  1.5483e-02],\n",
      "          [ 3.0901e-03, -2.6068e-02,  1.5465e-02,  5.4995e-03, -7.5852e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-9.8766e-03, -8.7474e-03, -8.8659e-03, -1.7237e-02,  2.3533e-03],\n",
      "          [-3.5512e-03,  8.5709e-03,  1.4143e-02, -6.3089e-03,  2.8612e-03],\n",
      "          [ 9.9045e-03, -6.3683e-03, -9.1761e-03, -2.1853e-02, -1.8706e-02],\n",
      "          [ 8.6488e-03,  2.3462e-02,  8.1111e-03, -1.5854e-03, -1.3770e-02],\n",
      "          [-8.7951e-03,  8.7501e-03,  1.4797e-03,  9.2068e-03,  1.0564e-02]],\n",
      "\n",
      "         [[-5.2969e-03,  1.6928e-02, -5.9010e-03, -5.5656e-03, -1.1676e-02],\n",
      "          [ 1.7670e-02, -1.4865e-02,  1.5948e-03,  1.2904e-02,  2.6921e-03],\n",
      "          [ 6.5832e-03,  1.1690e-02,  2.7913e-03, -2.9920e-03,  1.4717e-02],\n",
      "          [ 1.0605e-03,  2.5263e-02,  1.0339e-02,  8.6797e-03, -1.2536e-02],\n",
      "          [ 8.6864e-04,  7.9586e-03,  1.5559e-03,  4.0389e-03,  1.3186e-02]],\n",
      "\n",
      "         [[-4.3942e-04,  8.3264e-03, -1.1714e-03, -8.4368e-03, -1.0271e-02],\n",
      "          [ 1.8066e-02,  3.6411e-03, -2.9816e-03,  9.3673e-03,  6.6625e-04],\n",
      "          [ 4.0052e-03, -8.4892e-03, -6.7142e-03,  4.0619e-03, -4.8375e-03],\n",
      "          [ 8.8735e-03, -6.5414e-03, -1.4382e-02,  1.7589e-02,  3.4832e-03],\n",
      "          [-4.7453e-03,  2.4436e-03,  1.2878e-02,  8.8661e-03, -1.3694e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 1.8555e-02, -3.0094e-03, -6.3308e-03,  1.3697e-02, -1.8214e-02],\n",
      "          [-2.2062e-02,  1.0681e-02, -1.1867e-02, -9.1733e-03, -4.5142e-03],\n",
      "          [-1.2179e-02,  5.0091e-03, -9.2317e-03,  1.6086e-02, -1.2256e-02],\n",
      "          [-7.7667e-03,  8.0881e-03,  2.6961e-03,  8.0016e-03,  1.0792e-02],\n",
      "          [ 4.1133e-03,  3.0796e-04, -7.2972e-03, -6.8648e-03, -8.8544e-03]],\n",
      "\n",
      "         [[-8.6266e-03, -4.1051e-03, -1.0092e-03, -1.1395e-02, -6.9666e-03],\n",
      "          [-5.3538e-03,  1.5043e-02,  6.6000e-03,  1.2011e-03,  1.7293e-02],\n",
      "          [ 1.7220e-02,  1.5736e-02,  9.0056e-03, -8.9080e-03, -1.3760e-02],\n",
      "          [-1.0774e-02, -8.0295e-03,  1.7638e-03, -7.3827e-03,  2.2726e-03],\n",
      "          [ 9.6943e-03,  2.3529e-03, -7.0610e-04,  7.3165e-03, -1.6501e-02]],\n",
      "\n",
      "         [[-1.5765e-02, -1.5456e-03,  1.5696e-02,  6.5523e-03, -3.6926e-03],\n",
      "          [ 2.6691e-03,  8.6964e-03, -4.4968e-03,  1.0991e-02,  1.4920e-02],\n",
      "          [ 2.5343e-03, -1.2229e-02,  1.2554e-02,  9.6898e-03, -7.5848e-04],\n",
      "          [-6.9466e-03, -1.8654e-03,  5.5540e-03,  3.5260e-03,  2.5962e-03],\n",
      "          [ 2.5967e-03,  2.4256e-03,  4.1398e-03, -8.9139e-03,  8.8765e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.1619e-02, -5.7497e-03, -5.6056e-03, -2.4590e-02, -4.1342e-03],\n",
      "          [-1.5627e-02,  1.7533e-02, -1.5201e-02, -1.7843e-02, -1.1893e-02],\n",
      "          [-4.3705e-04,  1.1361e-02,  1.9526e-03, -4.9863e-03, -8.9763e-03],\n",
      "          [-5.1865e-03,  2.2722e-02,  5.4494e-03, -4.0778e-03,  1.6911e-02],\n",
      "          [ 1.1881e-02,  2.4183e-02, -1.5911e-02,  9.6547e-03, -2.0221e-02]],\n",
      "\n",
      "         [[-1.3699e-04, -2.3041e-02,  1.0986e-03,  1.1161e-02, -1.0865e-02],\n",
      "          [ 4.8497e-04,  2.7680e-03,  1.3662e-02, -1.8104e-03,  1.0905e-03],\n",
      "          [ 1.0273e-02,  3.8266e-04, -2.3634e-02, -6.8747e-03,  6.7605e-03],\n",
      "          [-9.4321e-04,  4.1187e-03, -2.1319e-02,  5.5985e-03, -5.2327e-03],\n",
      "          [ 5.9483e-03,  1.1399e-02, -2.4620e-03, -5.4899e-03, -1.1541e-02]],\n",
      "\n",
      "         [[-3.4756e-03,  4.9308e-04, -4.4024e-03, -2.7472e-02, -2.3748e-03],\n",
      "          [-2.0296e-03,  7.4889e-03, -1.2729e-03,  2.0477e-02,  4.0218e-03],\n",
      "          [ 1.3317e-02,  1.6384e-02,  1.1901e-02, -2.0397e-03,  7.0732e-03],\n",
      "          [ 6.9393e-03,  6.5887e-03, -1.4796e-02,  1.7698e-02,  9.8165e-03],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [ 4.7962e-03, -9.4189e-03,  1.4804e-02, -8.9754e-03, -5.7706e-03]]]])\n",
      "k CCN.de_stage_1.5.conv.bias\n",
      "v tensor([ 0.0168, -0.0369,  0.0313, -0.0251, -0.0431,  0.0402,  0.0167, -0.0149,\n",
      "        -0.0432,  0.0384])\n",
      "param tensor([-0.0006, -0.0005,  0.0002, -0.0007, -0.0009,  0.0002, -0.0003,  0.0002,\n",
      "        -0.0002, -0.0003])\n",
      "v.copy tensor([-0.0006, -0.0005,  0.0002, -0.0007, -0.0009,  0.0002, -0.0003,  0.0002,\n",
      "        -0.0002, -0.0003])\n",
      "k CCN.de_stage_1.5.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2500])\n",
      "v.copy tensor([0.2500])\n",
      "k CCN.de_stage_2.0.conv.weight\n",
      "v tensor([[[[ 0.0503, -0.0090,  0.0199],\n",
      "          [-0.0025, -0.0540, -0.0380],\n",
      "          [-0.0713,  0.0021, -0.0654]],\n",
      "\n",
      "         [[-0.0052, -0.0044,  0.0047],\n",
      "          [ 0.0535, -0.0666,  0.0314],\n",
      "          [-0.0243,  0.0572,  0.0242]],\n",
      "\n",
      "         [[-0.0577, -0.0015, -0.0548],\n",
      "          [-0.0130, -0.0027, -0.0678],\n",
      "          [-0.0345, -0.0627,  0.0025]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 0.0767, -0.0084, -0.0177],\n",
      "          [-0.0122,  0.0030,  0.0308],\n",
      "          [-0.0358, -0.0336,  0.0437]],\n",
      "\n",
      "         [[-0.0692,  0.0432, -0.0598],\n",
      "          [-0.0717, -0.0725,  0.0156],\n",
      "          [-0.0181, -0.0307,  0.0378]],\n",
      "\n",
      "         [[ 0.0187, -0.0078, -0.0667],\n",
      "          [-0.0579, -0.0299,  0.0487],\n",
      "          [ 0.0354,  0.0281,  0.0701]]],\n",
      "\n",
      "\n",
      "        [[[-0.0249, -0.0426, -0.0593],\n",
      "          [ 0.0745, -0.0447,  0.0091],\n",
      "          [ 0.0716, -0.0733, -0.0744]],\n",
      "\n",
      "         [[ 0.0183, -0.0423, -0.0302],\n",
      "          [-0.0119,  0.0004,  0.0372],\n",
      "          [-0.0453,  0.0519,  0.0102]],\n",
      "\n",
      "         [[ 0.0603,  0.0546, -0.0650],\n",
      "          [-0.0655, -0.0114,  0.0365],\n",
      "          [ 0.0133,  0.0208,  0.0228]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-0.0061, -0.0647,  0.0653],\n",
      "          [ 0.0456, -0.0512, -0.0757],\n",
      "          [ 0.0779, -0.0164, -0.0716]],\n",
      "\n",
      "         [[ 0.0438,  0.0222,  0.0496],\n",
      "          [ 0.0393, -0.0685, -0.0611],\n",
      "          [ 0.0344, -0.0244, -0.0046]],\n",
      "\n",
      "         [[-0.0572, -0.0229, -0.0240],\n",
      "          [-0.0402, -0.0703, -0.0388],\n",
      "          [ 0.0075,  0.0039, -0.0629]]],\n",
      "\n",
      "\n",
      "        [[[ 0.0309,  0.0685,  0.0227],\n",
      "          [ 0.0636,  0.0069,  0.0345],\n",
      "          [-0.0724,  0.0593, -0.0123]],\n",
      "\n",
      "         [[-0.0572,  0.0263,  0.0039],\n",
      "          [ 0.0355, -0.0093, -0.0025],\n",
      "          [-0.0469, -0.0459,  0.0432]],\n",
      "\n",
      "         [[ 0.0258, -0.0783,  0.0713],\n",
      "          [-0.0426,  0.0592, -0.0370],\n",
      "          [ 0.0625,  0.0143,  0.0605]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-0.0542,  0.0540, -0.0147],\n",
      "          [ 0.0396, -0.0057, -0.0592],\n",
      "          [ 0.0004,  0.0194,  0.0572]],\n",
      "\n",
      "         [[-0.0178,  0.0660, -0.0785],\n",
      "          [-0.0133, -0.0591, -0.0540],\n",
      "          [ 0.0326, -0.0700,  0.0630]],\n",
      "\n",
      "         [[-0.0325, -0.0416,  0.0398],\n",
      "          [-0.0394,  0.0510, -0.0362],\n",
      "          [ 0.0267,  0.0478, -0.0202]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 0.0447, -0.0656,  0.0263],\n",
      "          [ 0.0730, -0.0508, -0.0444],\n",
      "          [ 0.0481,  0.0397, -0.0146]],\n",
      "\n",
      "         [[ 0.0541,  0.0319, -0.0202],\n",
      "          [ 0.0388,  0.0721, -0.0692],\n",
      "          [-0.0455,  0.0555, -0.0537]],\n",
      "\n",
      "         [[-0.0405,  0.0516,  0.0146],\n",
      "          [-0.0340, -0.0295, -0.0735],\n",
      "          [ 0.0102,  0.0090, -0.0480]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-0.0446,  0.0722, -0.0653],\n",
      "          [ 0.0388,  0.0061, -0.0138],\n",
      "          [-0.0683, -0.0627,  0.0703]],\n",
      "\n",
      "         [[-0.0701,  0.0765,  0.0025],\n",
      "          [ 0.0445,  0.0084, -0.0698],\n",
      "          [-0.0617,  0.0318,  0.0024]],\n",
      "\n",
      "         [[ 0.0747, -0.0643,  0.0760],\n",
      "          [-0.0468,  0.0754,  0.0481],\n",
      "          [-0.0008,  0.0018,  0.0487]]],\n",
      "\n",
      "\n",
      "        [[[ 0.0502, -0.0661,  0.0527],\n",
      "          [-0.0412,  0.0344,  0.0334],\n",
      "          [-0.0570,  0.0468, -0.0196]],\n",
      "\n",
      "         [[-0.0766, -0.0710,  0.0462],\n",
      "          [-0.0358, -0.0721, -0.0523],\n",
      "          [-0.0071,  0.0243,  0.0426]],\n",
      "\n",
      "         [[ 0.0746, -0.0464,  0.0491],\n",
      "          [ 0.0681, -0.0474, -0.0582],\n",
      "          [-0.0040,  0.0301, -0.0487]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 0.0540,  0.0187,  0.0460],\n",
      "          [ 0.0274, -0.0375, -0.0430],\n",
      "          [-0.0299,  0.0740,  0.0767]],\n",
      "\n",
      "         [[ 0.0684, -0.0238,  0.0737],\n",
      "          [-0.0631, -0.0124,  0.0035],\n",
      "          [-0.0432, -0.0241,  0.0265]],\n",
      "\n",
      "         [[-0.0577,  0.0041, -0.0562],\n",
      "          [-0.0243,  0.0517,  0.0373],\n",
      "          [ 0.0054, -0.0470,  0.0739]]],\n",
      "\n",
      "\n",
      "        [[[ 0.0006,  0.0315,  0.0362],\n",
      "          [ 0.0355,  0.0019, -0.0451],\n",
      "          [-0.0052, -0.0299,  0.0397]],\n",
      "\n",
      "         [[ 0.0204, -0.0703,  0.0235],\n",
      "          [-0.0457,  0.0686, -0.0782],\n",
      "          [ 0.0117, -0.0235,  0.0461]],\n",
      "\n",
      "         [[-0.0361, -0.0249, -0.0186],\n",
      "          [-0.0035, -0.0770, -0.0205],\n",
      "          [-0.0683,  0.0312,  0.0705]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-0.0153,  0.0053, -0.0385],\n",
      "          [-0.0411, -0.0037,  0.0308],\n",
      "          [-0.0230,  0.0324,  0.0500]],\n",
      "\n",
      "         [[ 0.0680, -0.0028, -0.0295],\n",
      "          [-0.0156,  0.0414, -0.0518],\n",
      "          [ 0.0584,  0.0368, -0.0615]],\n",
      "\n",
      "         [[ 0.0027,  0.0580, -0.0556],\n",
      "          [ 0.0757,  0.0190,  0.0358],\n",
      "          [-0.0298, -0.0288, -0.0592]]]])\n",
      "param tensor([[[[ 2.2499e-03,  4.1144e-03,  1.6257e-02],\n",
      "          [-6.4600e-03, -7.0392e-03,  1.0518e-02],\n",
      "          [-1.8695e-03, -3.3906e-03, -9.8289e-04]],\n",
      "\n",
      "         [[-1.1406e-03,  2.0678e-07, -2.6754e-03],\n",
      "          [-4.3424e-03, -1.1838e-03,  7.4289e-03],\n",
      "          [ 5.0563e-04, -4.5942e-03,  6.2060e-03]],\n",
      "\n",
      "         [[ 1.1326e-03, -3.3566e-03, -1.0909e-02],\n",
      "          [-1.3635e-02,  6.5883e-03, -5.2170e-03],\n",
      "          [-1.3913e-02, -7.2988e-03, -1.6380e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.2330e-03, -7.8379e-03, -1.5578e-03],\n",
      "          [-1.6627e-03,  1.9949e-02, -4.5159e-03],\n",
      "          [ 2.2177e-03,  7.3870e-03,  9.4045e-03]],\n",
      "\n",
      "         [[ 8.6727e-04, -8.7723e-03, -7.1357e-03],\n",
      "          [ 1.3907e-02, -6.7146e-03, -5.2232e-03],\n",
      "          [-1.9584e-02, -5.7302e-03, -1.0031e-02]],\n",
      "\n",
      "         [[-1.8010e-02, -1.3876e-03,  8.0134e-03],\n",
      "          [ 1.9578e-03,  4.1717e-03, -7.8765e-03],\n",
      "          [-1.9127e-02, -3.7716e-03,  5.2680e-03]]],\n",
      "\n",
      "\n",
      "        [[[-1.9624e-02, -9.7671e-03, -2.1411e-03],\n",
      "          [-9.8064e-05,  7.2551e-03, -6.9345e-03],\n",
      "          [-4.1692e-03,  2.5518e-03, -6.3988e-03]],\n",
      "\n",
      "         [[-4.3319e-03,  1.4079e-02, -4.3496e-03],\n",
      "          [-1.9135e-02,  1.5935e-02, -8.6447e-03],\n",
      "          [-1.6851e-02, -1.1674e-02, -7.9134e-03]],\n",
      "\n",
      "         [[-6.5163e-03,  9.1610e-03, -4.5302e-05],\n",
      "          [-8.4531e-03,  6.9085e-03, -6.7902e-03],\n",
      "          [ 6.2961e-03, -1.0008e-02,  1.0328e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.2312e-02, -7.9879e-03, -5.1029e-03],\n",
      "          [ 2.5022e-03, -8.3263e-03,  2.9252e-03],\n",
      "          [ 4.2633e-03, -6.8597e-03, -5.9957e-03]],\n",
      "\n",
      "         [[-8.4169e-03,  1.1652e-03, -5.3397e-03],\n",
      "          [ 5.5780e-03,  1.8121e-02,  5.1422e-03],\n",
      "          [-1.5295e-02, -6.3136e-03,  1.9472e-02]],\n",
      "\n",
      "         [[-9.2587e-03, -1.1392e-02,  6.0846e-03],\n",
      "          [ 5.0109e-03,  1.6272e-02,  1.9315e-03],\n",
      "          [-5.4693e-03,  7.7509e-03,  5.6718e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 1.5850e-02, -4.4989e-04,  1.0171e-02],\n",
      "          [-1.1818e-03,  4.9696e-03,  8.9752e-03],\n",
      "          [-3.6819e-03,  4.3309e-03,  3.8588e-03]],\n",
      "\n",
      "         [[-1.4167e-02,  4.5117e-03, -1.4890e-02],\n",
      "          [ 8.3509e-03,  1.1172e-02,  1.2290e-02],\n",
      "          [ 7.8984e-03,  1.2002e-02, -4.3153e-03]],\n",
      "\n",
      "         [[-2.0576e-03, -2.3800e-03, -8.7508e-03],\n",
      "          [ 1.7030e-02,  1.3544e-03,  6.8685e-03],\n",
      "          [-1.3843e-02,  7.7428e-03, -9.8002e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.9105e-03, -1.4933e-02, -4.7589e-04],\n",
      "          [-3.3390e-03,  1.2426e-02, -2.0177e-02],\n",
      "          [-1.1522e-02, -3.3206e-03, -2.3523e-03]],\n",
      "\n",
      "         [[ 9.8778e-03, -2.4519e-03, -3.1759e-03],\n",
      "          [ 5.6148e-04, -2.9252e-03, -2.7325e-02],\n",
      "          [-8.4177e-03,  2.0736e-03, -7.8055e-04]],\n",
      "\n",
      "         [[ 6.3266e-03,  1.9836e-02, -3.7015e-03],\n",
      "          [-1.0942e-02,  5.6765e-03, -5.3942e-03],\n",
      "          [-1.3903e-02, -8.1780e-03, -7.0410e-05]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-1.3665e-02,  6.1950e-03,  4.5503e-03],\n",
      "          [-2.0521e-02,  1.0903e-02, -2.1677e-05],\n",
      "          [-2.4228e-03,  1.4447e-02, -1.3089e-02]],\n",
      "\n",
      "         [[-1.1016e-02, -2.2487e-04, -1.2477e-02],\n",
      "          [ 6.1867e-03,  6.5612e-03, -3.1818e-02],\n",
      "          [ 1.0214e-02,  1.0404e-02, -1.5720e-02]],\n",
      "\n",
      "         [[-6.5441e-03,  4.0266e-03, -1.3017e-02],\n",
      "          [ 5.8950e-03,  1.4041e-02,  7.2938e-03],\n",
      "          [-1.4580e-02,  7.9697e-03,  3.5403e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.1371e-03,  3.5783e-03, -6.6056e-03],\n",
      "          [-4.5275e-03,  8.1659e-03, -3.7602e-03],\n",
      "          [-5.3816e-03, -1.5865e-02,  5.2859e-04]],\n",
      "\n",
      "         [[-1.3985e-03,  1.0755e-02,  1.4386e-02],\n",
      "          [ 1.8336e-02,  7.8809e-03, -9.2307e-03],\n",
      "          [ 9.1817e-03,  1.1058e-03,  9.2660e-03]],\n",
      "\n",
      "         [[ 5.3965e-03, -2.0005e-02,  4.8644e-03],\n",
      "          [ 8.3433e-03, -3.3111e-04, -1.7486e-02],\n",
      "          [-1.6337e-03, -1.7622e-02, -4.6615e-03]]],\n",
      "\n",
      "\n",
      "        [[[-7.8687e-03, -2.1393e-02,  8.2998e-03],\n",
      "          [ 4.9183e-03, -2.3028e-02,  4.4405e-03],\n",
      "          [ 1.7537e-02,  4.4800e-03,  5.9495e-03]],\n",
      "\n",
      "         [[-5.6679e-03,  7.4164e-04, -8.2208e-03],\n",
      "          [ 1.2502e-02, -1.1027e-03,  2.2656e-03],\n",
      "          [ 4.0499e-03, -1.1944e-02, -1.0060e-02]],\n",
      "\n",
      "         [[ 4.9493e-03, -1.6197e-03,  5.7629e-03],\n",
      "          [-1.2114e-02,  5.6391e-03, -2.2258e-02],\n",
      "          [-1.1233e-02,  8.9054e-03, -4.6024e-04]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.9703e-03, -1.5998e-02,  9.2740e-03],\n",
      "          [-8.7574e-03,  7.9607e-03, -6.7597e-04],\n",
      "          [-1.3343e-02, -8.9550e-03, -3.9939e-03]],\n",
      "\n",
      "         [[-2.9284e-03,  1.3506e-04,  1.3754e-02],\n",
      "          [ 7.1327e-03,  3.8407e-03,  6.2425e-03],\n",
      "          [ 6.9156e-03,  2.6433e-04,  1.8475e-03]],\n",
      "\n",
      "         [[ 3.2541e-03, -8.0478e-04, -1.7608e-02],\n",
      "          [ 7.5456e-03,  1.8751e-03,  8.0243e-03],\n",
      "          [-8.6774e-03,  2.8059e-02,  9.6598e-04]]],\n",
      "\n",
      "\n",
      "        [[[ 9.4907e-03,  8.1818e-03, -1.3862e-02],\n",
      "          [-6.6416e-04, -5.8562e-03,  1.3571e-02],\n",
      "          [ 3.3499e-03,  2.8606e-04, -7.3439e-04]],\n",
      "\n",
      "         [[-1.8384e-04, -4.8315e-03, -1.1005e-02],\n",
      "          [-2.9181e-04,  1.1705e-02,  1.6022e-02],\n",
      "          [-6.0529e-03, -3.8980e-03, -2.8051e-04]],\n",
      "\n",
      "         [[ 1.4161e-02,  6.5638e-03, -3.2747e-03],\n",
      "          [ 1.0724e-02, -1.5294e-02, -1.5815e-02],\n",
      "          [-2.0704e-02,  1.0271e-02,  1.3011e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.0842e-03,  2.7492e-03,  1.3728e-02],\n",
      "          [-1.9848e-02, -1.0718e-03, -2.3062e-03],\n",
      "          [-4.0686e-03, -8.7626e-03, -3.5968e-03]],\n",
      "\n",
      "         [[-9.7830e-03, -3.7460e-03, -7.8167e-04],\n",
      "          [-1.4372e-02, -4.3880e-03,  3.8744e-03],\n",
      "          [-9.6432e-03,  1.2392e-02,  1.3422e-02]],\n",
      "\n",
      "         [[ 4.4536e-03, -5.7809e-03,  1.3912e-02],\n",
      "          [-3.3098e-03, -6.2502e-03,  1.5885e-03],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [-7.1571e-03,  1.0627e-03, -8.4442e-03]]]])\n",
      "v.copy tensor([[[[ 2.2499e-03,  4.1144e-03,  1.6257e-02],\n",
      "          [-6.4600e-03, -7.0392e-03,  1.0518e-02],\n",
      "          [-1.8695e-03, -3.3906e-03, -9.8289e-04]],\n",
      "\n",
      "         [[-1.1406e-03,  2.0678e-07, -2.6754e-03],\n",
      "          [-4.3424e-03, -1.1838e-03,  7.4289e-03],\n",
      "          [ 5.0563e-04, -4.5942e-03,  6.2060e-03]],\n",
      "\n",
      "         [[ 1.1326e-03, -3.3566e-03, -1.0909e-02],\n",
      "          [-1.3635e-02,  6.5883e-03, -5.2170e-03],\n",
      "          [-1.3913e-02, -7.2988e-03, -1.6380e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.2330e-03, -7.8379e-03, -1.5578e-03],\n",
      "          [-1.6627e-03,  1.9949e-02, -4.5159e-03],\n",
      "          [ 2.2177e-03,  7.3870e-03,  9.4045e-03]],\n",
      "\n",
      "         [[ 8.6727e-04, -8.7723e-03, -7.1357e-03],\n",
      "          [ 1.3907e-02, -6.7146e-03, -5.2232e-03],\n",
      "          [-1.9584e-02, -5.7302e-03, -1.0031e-02]],\n",
      "\n",
      "         [[-1.8010e-02, -1.3876e-03,  8.0134e-03],\n",
      "          [ 1.9578e-03,  4.1717e-03, -7.8765e-03],\n",
      "          [-1.9127e-02, -3.7716e-03,  5.2680e-03]]],\n",
      "\n",
      "\n",
      "        [[[-1.9624e-02, -9.7671e-03, -2.1411e-03],\n",
      "          [-9.8064e-05,  7.2551e-03, -6.9345e-03],\n",
      "          [-4.1692e-03,  2.5518e-03, -6.3988e-03]],\n",
      "\n",
      "         [[-4.3319e-03,  1.4079e-02, -4.3496e-03],\n",
      "          [-1.9135e-02,  1.5935e-02, -8.6447e-03],\n",
      "          [-1.6851e-02, -1.1674e-02, -7.9134e-03]],\n",
      "\n",
      "         [[-6.5163e-03,  9.1610e-03, -4.5302e-05],\n",
      "          [-8.4531e-03,  6.9085e-03, -6.7902e-03],\n",
      "          [ 6.2961e-03, -1.0008e-02,  1.0328e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.2312e-02, -7.9879e-03, -5.1029e-03],\n",
      "          [ 2.5022e-03, -8.3263e-03,  2.9252e-03],\n",
      "          [ 4.2633e-03, -6.8597e-03, -5.9957e-03]],\n",
      "\n",
      "         [[-8.4169e-03,  1.1652e-03, -5.3397e-03],\n",
      "          [ 5.5780e-03,  1.8121e-02,  5.1422e-03],\n",
      "          [-1.5295e-02, -6.3136e-03,  1.9472e-02]],\n",
      "\n",
      "         [[-9.2587e-03, -1.1392e-02,  6.0846e-03],\n",
      "          [ 5.0109e-03,  1.6272e-02,  1.9315e-03],\n",
      "          [-5.4693e-03,  7.7509e-03,  5.6718e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 1.5850e-02, -4.4989e-04,  1.0171e-02],\n",
      "          [-1.1818e-03,  4.9696e-03,  8.9752e-03],\n",
      "          [-3.6819e-03,  4.3309e-03,  3.8588e-03]],\n",
      "\n",
      "         [[-1.4167e-02,  4.5117e-03, -1.4890e-02],\n",
      "          [ 8.3509e-03,  1.1172e-02,  1.2290e-02],\n",
      "          [ 7.8984e-03,  1.2002e-02, -4.3153e-03]],\n",
      "\n",
      "         [[-2.0576e-03, -2.3800e-03, -8.7508e-03],\n",
      "          [ 1.7030e-02,  1.3544e-03,  6.8685e-03],\n",
      "          [-1.3843e-02,  7.7428e-03, -9.8002e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.9105e-03, -1.4933e-02, -4.7589e-04],\n",
      "          [-3.3390e-03,  1.2426e-02, -2.0177e-02],\n",
      "          [-1.1522e-02, -3.3206e-03, -2.3523e-03]],\n",
      "\n",
      "         [[ 9.8778e-03, -2.4519e-03, -3.1759e-03],\n",
      "          [ 5.6148e-04, -2.9252e-03, -2.7325e-02],\n",
      "          [-8.4177e-03,  2.0736e-03, -7.8055e-04]],\n",
      "\n",
      "         [[ 6.3266e-03,  1.9836e-02, -3.7015e-03],\n",
      "          [-1.0942e-02,  5.6765e-03, -5.3942e-03],\n",
      "          [-1.3903e-02, -8.1780e-03, -7.0410e-05]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-1.3665e-02,  6.1950e-03,  4.5503e-03],\n",
      "          [-2.0521e-02,  1.0903e-02, -2.1677e-05],\n",
      "          [-2.4228e-03,  1.4447e-02, -1.3089e-02]],\n",
      "\n",
      "         [[-1.1016e-02, -2.2487e-04, -1.2477e-02],\n",
      "          [ 6.1867e-03,  6.5612e-03, -3.1818e-02],\n",
      "          [ 1.0214e-02,  1.0404e-02, -1.5720e-02]],\n",
      "\n",
      "         [[-6.5441e-03,  4.0266e-03, -1.3017e-02],\n",
      "          [ 5.8950e-03,  1.4041e-02,  7.2938e-03],\n",
      "          [-1.4580e-02,  7.9697e-03,  3.5403e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.1371e-03,  3.5783e-03, -6.6056e-03],\n",
      "          [-4.5275e-03,  8.1659e-03, -3.7602e-03],\n",
      "          [-5.3816e-03, -1.5865e-02,  5.2859e-04]],\n",
      "\n",
      "         [[-1.3985e-03,  1.0755e-02,  1.4386e-02],\n",
      "          [ 1.8336e-02,  7.8809e-03, -9.2307e-03],\n",
      "          [ 9.1817e-03,  1.1058e-03,  9.2660e-03]],\n",
      "\n",
      "         [[ 5.3965e-03, -2.0005e-02,  4.8644e-03],\n",
      "          [ 8.3433e-03, -3.3111e-04, -1.7486e-02],\n",
      "          [-1.6337e-03, -1.7622e-02, -4.6615e-03]]],\n",
      "\n",
      "\n",
      "        [[[-7.8687e-03, -2.1393e-02,  8.2998e-03],\n",
      "          [ 4.9183e-03, -2.3028e-02,  4.4405e-03],\n",
      "          [ 1.7537e-02,  4.4800e-03,  5.9495e-03]],\n",
      "\n",
      "         [[-5.6679e-03,  7.4164e-04, -8.2208e-03],\n",
      "          [ 1.2502e-02, -1.1027e-03,  2.2656e-03],\n",
      "          [ 4.0499e-03, -1.1944e-02, -1.0060e-02]],\n",
      "\n",
      "         [[ 4.9493e-03, -1.6197e-03,  5.7629e-03],\n",
      "          [-1.2114e-02,  5.6391e-03, -2.2258e-02],\n",
      "          [-1.1233e-02,  8.9054e-03, -4.6024e-04]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 6.9703e-03, -1.5998e-02,  9.2740e-03],\n",
      "          [-8.7574e-03,  7.9607e-03, -6.7597e-04],\n",
      "          [-1.3343e-02, -8.9550e-03, -3.9939e-03]],\n",
      "\n",
      "         [[-2.9284e-03,  1.3506e-04,  1.3754e-02],\n",
      "          [ 7.1327e-03,  3.8407e-03,  6.2425e-03],\n",
      "          [ 6.9156e-03,  2.6433e-04,  1.8475e-03]],\n",
      "\n",
      "         [[ 3.2541e-03, -8.0478e-04, -1.7608e-02],\n",
      "          [ 7.5456e-03,  1.8751e-03,  8.0243e-03],\n",
      "          [-8.6774e-03,  2.8059e-02,  9.6598e-04]]],\n",
      "\n",
      "\n",
      "        [[[ 9.4907e-03,  8.1818e-03, -1.3862e-02],\n",
      "          [-6.6416e-04, -5.8562e-03,  1.3571e-02],\n",
      "          [ 3.3499e-03,  2.8606e-04, -7.3439e-04]],\n",
      "\n",
      "         [[-1.8384e-04, -4.8315e-03, -1.1005e-02],\n",
      "          [-2.9181e-04,  1.1705e-02,  1.6022e-02],\n",
      "          [-6.0529e-03, -3.8980e-03, -2.8051e-04]],\n",
      "\n",
      "         [[ 1.4161e-02,  6.5638e-03, -3.2747e-03],\n",
      "          [ 1.0724e-02, -1.5294e-02, -1.5815e-02],\n",
      "          [-2.0704e-02,  1.0271e-02,  1.3011e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.0842e-03,  2.7492e-03,  1.3728e-02],\n",
      "          [-1.9848e-02, -1.0718e-03, -2.3062e-03],\n",
      "          [-4.0686e-03, -8.7626e-03, -3.5968e-03]],\n",
      "\n",
      "         [[-9.7830e-03, -3.7460e-03, -7.8167e-04],\n",
      "          [-1.4372e-02, -4.3880e-03,  3.8744e-03],\n",
      "          [-9.6432e-03,  1.2392e-02,  1.3422e-02]],\n",
      "\n",
      "         [[ 4.4536e-03, -5.7809e-03,  1.3912e-02],\n",
      "          [-3.3098e-03, -6.2502e-03,  1.5885e-03],\n",
      "          [-7.1571e-03,  1.0627e-03, -8.4442e-03]]]])\n",
      "k CCN.de_stage_2.0.conv.bias\n",
      "v tensor([ 0.0415, -0.0494,  0.0315, -0.0185, -0.0384,  0.0233,  0.0240, -0.0722,\n",
      "         0.0308,  0.0530,  0.0064, -0.0132, -0.0082,  0.0285,  0.0421, -0.0780,\n",
      "        -0.0623, -0.0618, -0.0614,  0.0629,  0.0654,  0.0433,  0.0243,  0.0575])\n",
      "param tensor([ 1.2741e-03,  7.5852e-04, -6.9917e-05,  6.4863e-04, -2.6937e-03,\n",
      "         4.2470e-06, -1.0340e-03, -2.3524e-03,  5.7404e-04, -8.6887e-05,\n",
      "        -1.3385e-04,  8.4482e-04, -2.1447e-03,  6.0783e-04,  3.6683e-04,\n",
      "        -3.6128e-03,  8.1509e-04, -2.2262e-03,  7.2823e-04, -7.7413e-05,\n",
      "        -2.0426e-03, -2.2045e-03, -1.7164e-03,  5.8518e-04])\n",
      "v.copy tensor([ 1.2741e-03,  7.5852e-04, -6.9917e-05,  6.4863e-04, -2.6937e-03,\n",
      "         4.2470e-06, -1.0340e-03, -2.3524e-03,  5.7404e-04, -8.6887e-05,\n",
      "        -1.3385e-04,  8.4482e-04, -2.1447e-03,  6.0783e-04,  3.6683e-04,\n",
      "        -3.6128e-03,  8.1509e-04, -2.2262e-03,  7.2823e-04, -7.7413e-05,\n",
      "        -2.0426e-03, -2.2045e-03, -1.7164e-03,  5.8518e-04])\n",
      "k CCN.de_stage_2.0.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2506])\n",
      "v.copy tensor([0.2506])\n",
      "k CCN.de_stage_2.1.conv.weight\n",
      "v tensor([[[[-5.4797e-02, -2.9025e-02, -8.5389e-03],\n",
      "          [ 2.7852e-02,  5.0924e-02,  6.1343e-02],\n",
      "          [ 1.0849e-02, -2.2825e-02,  5.1994e-02]],\n",
      "\n",
      "         [[ 1.1561e-02, -4.3647e-02, -1.8834e-02],\n",
      "          [ 6.4432e-02,  3.2359e-04,  6.3785e-03],\n",
      "          [-5.8645e-02, -3.5307e-02, -5.3801e-02]],\n",
      "\n",
      "         [[-1.4803e-02,  5.6423e-02, -6.4296e-02],\n",
      "          [ 5.5706e-02, -3.4149e-02,  2.6495e-02],\n",
      "          [-4.7384e-03,  5.5954e-02,  1.9096e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.2781e-02,  4.2641e-02, -1.2244e-02],\n",
      "          [-1.7913e-02, -3.9833e-02,  2.6159e-02],\n",
      "          [-2.7539e-02,  1.4999e-02,  4.4840e-02]],\n",
      "\n",
      "         [[-4.4303e-02, -2.9916e-02, -3.0811e-02],\n",
      "          [-3.0593e-02,  6.2375e-02,  5.0281e-02],\n",
      "          [-5.2890e-02, -1.7323e-03, -6.3624e-02]],\n",
      "\n",
      "         [[-3.6758e-02,  4.6466e-02, -6.0721e-02],\n",
      "          [ 2.7901e-02,  3.8908e-02, -6.1785e-02],\n",
      "          [ 6.6875e-03, -1.6896e-02, -4.1723e-02]]],\n",
      "\n",
      "\n",
      "        [[[-1.1204e-02, -4.8674e-02, -4.4128e-02],\n",
      "          [-1.6292e-02,  6.0222e-02, -2.3592e-02],\n",
      "          [-5.3981e-02, -4.1075e-02,  5.5290e-02]],\n",
      "\n",
      "         [[ 6.7208e-02, -3.7052e-02, -5.6114e-02],\n",
      "          [-4.0276e-02,  6.4317e-02,  2.6299e-02],\n",
      "          [ 4.2854e-02,  1.2156e-02, -5.2051e-02]],\n",
      "\n",
      "         [[-2.7439e-02,  4.9437e-03,  2.2844e-02],\n",
      "          [ 5.3624e-02, -5.2951e-02,  3.5245e-02],\n",
      "          [-4.4793e-02,  2.8981e-02, -5.3562e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 5.6155e-02, -4.2380e-02,  2.5513e-02],\n",
      "          [ 4.0662e-02, -5.0250e-02,  7.1158e-03],\n",
      "          [-6.6480e-02,  6.5942e-02,  3.0138e-02]],\n",
      "\n",
      "         [[-3.5704e-02, -5.1394e-03,  5.9134e-02],\n",
      "          [-5.6255e-02,  1.4196e-02,  3.6504e-02],\n",
      "          [-3.0682e-02,  1.4109e-02, -3.4615e-02]],\n",
      "\n",
      "         [[ 1.1322e-02, -2.7125e-02,  2.6972e-02],\n",
      "          [ 4.7727e-02, -2.8052e-02, -4.2112e-02],\n",
      "          [ 9.5534e-03,  2.2044e-02, -4.6692e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 2.1727e-02,  4.6297e-02,  1.5293e-02],\n",
      "          [-6.1241e-02, -2.5021e-03,  2.2690e-03],\n",
      "          [ 5.4476e-02, -8.0830e-03, -3.2232e-03]],\n",
      "\n",
      "         [[-4.3572e-02, -6.4250e-02,  2.7369e-02],\n",
      "          [ 7.3940e-05, -3.3869e-02, -3.2587e-02],\n",
      "          [-5.0837e-02, -3.4969e-02, -5.9364e-02]],\n",
      "\n",
      "         [[ 3.5930e-02,  5.7201e-02, -3.0180e-02],\n",
      "          [-3.1628e-02, -3.3484e-02, -8.2623e-04],\n",
      "          [ 1.6539e-02, -2.4503e-02,  5.3981e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 5.3254e-03, -3.7316e-03, -1.6946e-02],\n",
      "          [ 1.7428e-02,  5.0093e-02,  4.3737e-02],\n",
      "          [ 1.3110e-02, -1.0308e-02, -2.1147e-02]],\n",
      "\n",
      "         [[ 9.8668e-03, -2.0944e-02, -6.2007e-03],\n",
      "          [ 5.7107e-02,  3.0599e-02,  4.4877e-02],\n",
      "          [-3.7263e-02,  1.9121e-02,  9.2534e-03]],\n",
      "\n",
      "         [[-6.5304e-02,  5.6199e-02,  6.0101e-02],\n",
      "          [-2.0905e-02,  5.9728e-03,  3.7475e-03],\n",
      "          [-6.2692e-02,  4.3367e-02, -6.4812e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-1.8296e-02,  1.7201e-03, -3.3639e-02],\n",
      "          [-1.3009e-02, -6.2624e-02,  5.8931e-02],\n",
      "          [-3.7162e-02,  4.5997e-02,  1.6205e-02]],\n",
      "\n",
      "         [[-2.1037e-02,  2.5860e-02, -4.4548e-03],\n",
      "          [-6.5771e-02, -5.1885e-02, -4.7337e-02],\n",
      "          [-2.9877e-02,  6.3339e-03,  6.0472e-02]],\n",
      "\n",
      "         [[ 8.4321e-03,  3.5004e-02,  1.3529e-02],\n",
      "          [ 1.2757e-02, -6.3415e-02, -2.4380e-03],\n",
      "          [-6.7835e-02, -4.5271e-02, -5.3178e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-5.0869e-02,  5.7396e-03,  3.2859e-02],\n",
      "          [ 2.1422e-02,  6.3801e-02,  4.9415e-03],\n",
      "          [ 2.3434e-02, -2.0097e-02,  2.1046e-02]],\n",
      "\n",
      "         [[ 3.2748e-02, -2.8382e-02, -6.5270e-02],\n",
      "          [-5.0505e-02, -2.0481e-02,  7.8536e-03],\n",
      "          [-5.7769e-02, -1.6065e-02,  2.2499e-02]],\n",
      "\n",
      "         [[ 3.8385e-02, -2.7077e-02,  6.7670e-02],\n",
      "          [ 2.5935e-02, -3.5081e-02, -6.5838e-03],\n",
      "          [ 9.6460e-03, -4.8736e-02, -3.2331e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 5.7894e-03, -5.8611e-02,  5.8806e-02],\n",
      "          [ 5.5750e-03,  5.4736e-02,  5.8876e-02],\n",
      "          [-3.8668e-02,  5.3367e-02,  3.8433e-02]],\n",
      "\n",
      "         [[-5.9120e-04, -6.6217e-02,  5.2707e-02],\n",
      "          [-5.8299e-04,  7.0309e-03,  2.2656e-02],\n",
      "          [ 4.1406e-02, -2.5114e-02, -6.6371e-02]],\n",
      "\n",
      "         [[-4.7523e-02, -6.6462e-02, -1.6000e-02],\n",
      "          [ 9.7020e-03, -5.4934e-02, -5.4001e-03],\n",
      "          [-1.5561e-02,  4.1641e-02, -4.1736e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.3218e-02,  2.9763e-02,  5.8306e-03],\n",
      "          [ 6.1215e-02,  3.9870e-02, -5.5710e-02],\n",
      "          [ 4.5013e-02,  4.1344e-02,  6.7124e-02]],\n",
      "\n",
      "         [[-2.4350e-02,  8.0562e-03,  3.8796e-02],\n",
      "          [-8.8520e-03, -4.6801e-02, -6.4147e-03],\n",
      "          [-1.8574e-02, -7.0449e-03, -5.7740e-02]],\n",
      "\n",
      "         [[-1.9073e-03,  4.6698e-02, -3.1077e-02],\n",
      "          [ 5.9023e-02,  3.6928e-02,  4.7945e-03],\n",
      "          [-4.3269e-02, -3.7006e-02,  3.4046e-02]]],\n",
      "\n",
      "\n",
      "        [[[-1.8981e-02, -3.8051e-02,  3.0359e-02],\n",
      "          [-5.5869e-02, -3.5281e-02,  1.5470e-02],\n",
      "          [-1.0766e-02,  2.3336e-02, -4.1610e-03]],\n",
      "\n",
      "         [[-4.8543e-02,  5.1502e-02, -2.7750e-02],\n",
      "          [-4.7599e-02,  5.8260e-02,  4.9299e-02],\n",
      "          [ 2.1597e-02,  4.8536e-02,  5.8516e-02]],\n",
      "\n",
      "         [[ 6.7482e-02, -2.0051e-02,  3.3227e-02],\n",
      "          [-4.5190e-02, -2.0421e-02, -4.0876e-02],\n",
      "          [ 6.5043e-02, -6.6601e-02, -4.0405e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 3.6660e-02, -9.6613e-03, -4.9694e-02],\n",
      "          [ 1.7536e-02,  3.9513e-02, -5.8424e-02],\n",
      "          [-6.4780e-02,  3.6785e-02, -6.5461e-03]],\n",
      "\n",
      "         [[ 5.9415e-02,  3.2266e-02, -2.0102e-02],\n",
      "          [-3.7214e-02,  4.5697e-02, -3.7454e-02],\n",
      "          [ 1.6968e-03, -4.0584e-02,  4.2488e-02]],\n",
      "\n",
      "         [[ 1.4212e-02, -1.4964e-02, -1.5669e-03],\n",
      "          [ 4.1852e-02, -1.1790e-02,  1.3750e-02],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [ 3.1524e-02, -5.0124e-02, -4.9907e-04]]]])\n",
      "param tensor([[[[ 3.4123e-03,  5.0268e-03,  6.2871e-03],\n",
      "          [ 1.0572e-02,  6.9514e-03, -8.7417e-03],\n",
      "          [ 7.2299e-03,  7.0993e-03, -1.0519e-03]],\n",
      "\n",
      "         [[ 1.8890e-02, -8.2891e-03,  2.9051e-03],\n",
      "          [-1.6683e-02,  9.0381e-03, -9.0770e-03],\n",
      "          [ 1.2476e-02,  1.8839e-02,  2.4769e-03]],\n",
      "\n",
      "         [[ 1.7138e-02, -5.2542e-03,  3.3548e-03],\n",
      "          [ 1.2233e-02,  7.3886e-03,  5.8855e-03],\n",
      "          [ 5.0606e-03,  1.3518e-02, -1.5656e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.4294e-02,  1.2866e-02, -1.2512e-02],\n",
      "          [-1.2550e-02,  1.3608e-02,  8.7565e-04],\n",
      "          [ 1.1625e-02,  4.3434e-03,  1.3702e-02]],\n",
      "\n",
      "         [[-1.3293e-02, -2.8307e-02,  1.4424e-02],\n",
      "          [ 4.5117e-03,  2.8900e-03, -6.5057e-03],\n",
      "          [ 3.1991e-02, -1.1044e-02, -3.1922e-03]],\n",
      "\n",
      "         [[ 1.2055e-02, -1.5257e-03, -2.7475e-03],\n",
      "          [-9.6366e-03, -8.0376e-03, -5.3630e-05],\n",
      "          [ 1.0194e-02,  2.0009e-03, -4.7342e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 6.9741e-03, -9.2662e-03,  3.0377e-03],\n",
      "          [ 1.2533e-02,  1.0843e-02, -9.5130e-03],\n",
      "          [ 4.4440e-03,  7.4205e-03, -1.4292e-02]],\n",
      "\n",
      "         [[ 1.0384e-02, -1.6577e-02,  1.0099e-02],\n",
      "          [-1.4742e-02, -2.5351e-02, -4.7755e-04],\n",
      "          [-1.5099e-03,  2.9956e-03,  7.2936e-03]],\n",
      "\n",
      "         [[ 6.3330e-04,  9.1441e-03,  9.6499e-03],\n",
      "          [ 5.6807e-03, -3.3057e-03,  1.9016e-02],\n",
      "          [-1.3156e-02,  1.9255e-02, -2.3011e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.1699e-02,  9.9582e-03,  3.7922e-03],\n",
      "          [-1.4335e-02, -7.9598e-04, -7.4671e-04],\n",
      "          [ 9.0529e-03, -7.5494e-03,  6.8732e-03]],\n",
      "\n",
      "         [[-1.5629e-03,  5.4838e-03,  1.5534e-02],\n",
      "          [ 4.3101e-03,  1.5251e-02, -1.1015e-02],\n",
      "          [ 1.1010e-02, -9.2892e-03, -2.0558e-03]],\n",
      "\n",
      "         [[ 8.0855e-04,  2.8928e-03,  3.4925e-03],\n",
      "          [-3.5223e-03, -1.6311e-03, -1.4540e-02],\n",
      "          [-9.9248e-03, -4.3867e-03, -3.2929e-04]]],\n",
      "\n",
      "\n",
      "        [[[ 1.7714e-02,  2.9184e-03, -7.3662e-03],\n",
      "          [ 1.5812e-02, -3.6299e-03,  1.0061e-02],\n",
      "          [-1.5928e-02, -1.2876e-03,  2.1692e-02]],\n",
      "\n",
      "         [[ 1.0872e-02,  3.2198e-03, -1.1290e-02],\n",
      "          [-7.3886e-03,  7.9566e-03,  3.5445e-03],\n",
      "          [ 1.7723e-03,  1.0392e-03,  6.0339e-03]],\n",
      "\n",
      "         [[-5.0623e-03, -9.1949e-04,  2.2961e-02],\n",
      "          [ 2.5392e-02,  2.5086e-03, -6.1776e-03],\n",
      "          [-1.6355e-02,  6.1948e-03, -2.1308e-04]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.3015e-03, -1.6478e-02, -7.2623e-03],\n",
      "          [ 2.7261e-03, -1.7112e-02, -1.0967e-02],\n",
      "          [ 7.0516e-04,  9.0562e-03, -1.8107e-02]],\n",
      "\n",
      "         [[-7.0845e-03, -6.2423e-03,  9.1196e-04],\n",
      "          [-1.1526e-03, -4.9948e-03, -2.5206e-03],\n",
      "          [-2.4937e-03,  2.0725e-03, -1.8741e-04]],\n",
      "\n",
      "         [[-3.9519e-03,  1.8905e-02, -7.3404e-03],\n",
      "          [ 1.1105e-02,  8.7923e-03, -1.2801e-02],\n",
      "          [-2.1859e-02,  5.1304e-03, -1.4078e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 1.4316e-02, -8.5259e-03, -8.9312e-03],\n",
      "          [ 1.1788e-02,  5.5332e-03,  2.0345e-02],\n",
      "          [-1.1261e-02, -1.9999e-03,  9.5060e-03]],\n",
      "\n",
      "         [[-5.0229e-04,  4.8614e-03,  4.2457e-03],\n",
      "          [-9.6474e-03, -2.6209e-02, -5.9507e-03],\n",
      "          [ 8.5570e-03, -2.3207e-03, -2.8785e-04]],\n",
      "\n",
      "         [[ 8.8620e-03, -7.3638e-03, -4.1248e-03],\n",
      "          [-2.4420e-02, -5.6145e-03, -7.3791e-03],\n",
      "          [ 4.9562e-03,  1.1178e-02, -9.0289e-04]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-5.7190e-03,  2.6023e-03, -6.7499e-04],\n",
      "          [ 1.4561e-02,  1.3828e-02,  1.7168e-03],\n",
      "          [-7.3173e-03,  6.5690e-03,  1.6285e-02]],\n",
      "\n",
      "         [[-1.9387e-03, -3.5055e-03, -2.2548e-02],\n",
      "          [-4.7247e-03, -4.6807e-03,  1.3475e-03],\n",
      "          [ 1.2766e-02,  1.3640e-03,  1.0290e-02]],\n",
      "\n",
      "         [[ 8.2666e-03,  9.2182e-03, -9.7197e-03],\n",
      "          [ 2.2424e-02, -6.7165e-03,  7.8627e-03],\n",
      "          [ 9.2446e-03, -4.2724e-03, -1.8297e-02]]],\n",
      "\n",
      "\n",
      "        [[[-6.7757e-03, -1.2577e-02,  1.0612e-02],\n",
      "          [ 1.2749e-02,  1.1102e-03,  4.6843e-05],\n",
      "          [ 1.6513e-02, -2.4167e-03,  7.5343e-03]],\n",
      "\n",
      "         [[ 1.0167e-03,  2.7815e-03, -7.7035e-03],\n",
      "          [-9.4508e-03, -3.9172e-03,  2.2377e-02],\n",
      "          [ 4.7031e-03,  1.3798e-02, -9.6017e-03]],\n",
      "\n",
      "         [[ 1.8527e-03,  2.4369e-03, -1.4857e-02],\n",
      "          [ 3.7955e-03, -5.6496e-03,  7.4162e-03],\n",
      "          [-1.5205e-02,  2.8773e-03, -5.6906e-06]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 9.8457e-03,  7.7952e-03,  1.5283e-02],\n",
      "          [ 2.8232e-03,  1.2536e-02, -1.2587e-02],\n",
      "          [-9.4505e-03,  1.7430e-02, -2.8166e-02]],\n",
      "\n",
      "         [[-1.1083e-02, -1.7231e-02, -1.0549e-02],\n",
      "          [ 1.7757e-02,  9.5917e-04,  1.1962e-02],\n",
      "          [-5.0556e-03, -4.9879e-03, -9.8372e-03]],\n",
      "\n",
      "         [[ 5.0887e-03, -4.0345e-03, -3.7544e-03],\n",
      "          [ 1.6924e-03,  1.9693e-03, -1.2539e-02],\n",
      "          [-1.1879e-02,  1.3535e-03, -2.9696e-03]]],\n",
      "\n",
      "\n",
      "        [[[-2.0746e-03, -1.0773e-02,  6.9520e-03],\n",
      "          [ 5.0435e-03,  1.1956e-05,  1.0942e-02],\n",
      "          [ 6.4249e-03, -7.7581e-03,  4.6179e-04]],\n",
      "\n",
      "         [[ 1.1268e-02,  1.2971e-02, -2.2089e-02],\n",
      "          [-2.6601e-03,  9.2323e-03, -9.8809e-03],\n",
      "          [-1.3807e-02,  5.5094e-03, -1.8598e-02]],\n",
      "\n",
      "         [[-1.2630e-02,  2.9797e-03, -3.4774e-04],\n",
      "          [-2.2935e-03,  8.6511e-03,  1.1696e-02],\n",
      "          [-5.5590e-03, -5.8523e-03, -1.2204e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.2268e-02, -1.4568e-03, -3.7545e-03],\n",
      "          [ 1.3242e-02,  5.6046e-03,  1.5404e-02],\n",
      "          [ 1.5398e-03, -3.6295e-03,  9.4498e-03]],\n",
      "\n",
      "         [[-4.1282e-03, -1.6807e-03, -4.3122e-03],\n",
      "          [-5.4562e-03, -1.0187e-02, -1.1449e-03],\n",
      "          [-7.5582e-04, -3.0940e-04, -7.8535e-03]],\n",
      "\n",
      "         [[-2.7531e-02, -5.8872e-03,  7.2536e-03],\n",
      "          [-6.7104e-03,  6.3858e-03,  7.7371e-03],\n",
      "          [ 9.0901e-03,  1.7122e-02, -2.8838e-02]]]])\n",
      "v.copy tensor([[[[ 3.4123e-03,  5.0268e-03,  6.2871e-03],\n",
      "          [ 1.0572e-02,  6.9514e-03, -8.7417e-03],\n",
      "          [ 7.2299e-03,  7.0993e-03, -1.0519e-03]],\n",
      "\n",
      "         [[ 1.8890e-02, -8.2891e-03,  2.9051e-03],\n",
      "          [-1.6683e-02,  9.0381e-03, -9.0770e-03],\n",
      "          [ 1.2476e-02,  1.8839e-02,  2.4769e-03]],\n",
      "\n",
      "         [[ 1.7138e-02, -5.2542e-03,  3.3548e-03],\n",
      "          [ 1.2233e-02,  7.3886e-03,  5.8855e-03],\n",
      "          [ 5.0606e-03,  1.3518e-02, -1.5656e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.4294e-02,  1.2866e-02, -1.2512e-02],\n",
      "          [-1.2550e-02,  1.3608e-02,  8.7565e-04],\n",
      "          [ 1.1625e-02,  4.3434e-03,  1.3702e-02]],\n",
      "\n",
      "         [[-1.3293e-02, -2.8307e-02,  1.4424e-02],\n",
      "          [ 4.5117e-03,  2.8900e-03, -6.5057e-03],\n",
      "          [ 3.1991e-02, -1.1044e-02, -3.1922e-03]],\n",
      "\n",
      "         [[ 1.2055e-02, -1.5257e-03, -2.7475e-03],\n",
      "          [-9.6366e-03, -8.0376e-03, -5.3630e-05],\n",
      "          [ 1.0194e-02,  2.0009e-03, -4.7342e-03]]],\n",
      "\n",
      "\n",
      "        [[[ 6.9741e-03, -9.2662e-03,  3.0377e-03],\n",
      "          [ 1.2533e-02,  1.0843e-02, -9.5130e-03],\n",
      "          [ 4.4440e-03,  7.4205e-03, -1.4292e-02]],\n",
      "\n",
      "         [[ 1.0384e-02, -1.6577e-02,  1.0099e-02],\n",
      "          [-1.4742e-02, -2.5351e-02, -4.7755e-04],\n",
      "          [-1.5099e-03,  2.9956e-03,  7.2936e-03]],\n",
      "\n",
      "         [[ 6.3330e-04,  9.1441e-03,  9.6499e-03],\n",
      "          [ 5.6807e-03, -3.3057e-03,  1.9016e-02],\n",
      "          [-1.3156e-02,  1.9255e-02, -2.3011e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.1699e-02,  9.9582e-03,  3.7922e-03],\n",
      "          [-1.4335e-02, -7.9598e-04, -7.4671e-04],\n",
      "          [ 9.0529e-03, -7.5494e-03,  6.8732e-03]],\n",
      "\n",
      "         [[-1.5629e-03,  5.4838e-03,  1.5534e-02],\n",
      "          [ 4.3101e-03,  1.5251e-02, -1.1015e-02],\n",
      "          [ 1.1010e-02, -9.2892e-03, -2.0558e-03]],\n",
      "\n",
      "         [[ 8.0855e-04,  2.8928e-03,  3.4925e-03],\n",
      "          [-3.5223e-03, -1.6311e-03, -1.4540e-02],\n",
      "          [-9.9248e-03, -4.3867e-03, -3.2929e-04]]],\n",
      "\n",
      "\n",
      "        [[[ 1.7714e-02,  2.9184e-03, -7.3662e-03],\n",
      "          [ 1.5812e-02, -3.6299e-03,  1.0061e-02],\n",
      "          [-1.5928e-02, -1.2876e-03,  2.1692e-02]],\n",
      "\n",
      "         [[ 1.0872e-02,  3.2198e-03, -1.1290e-02],\n",
      "          [-7.3886e-03,  7.9566e-03,  3.5445e-03],\n",
      "          [ 1.7723e-03,  1.0392e-03,  6.0339e-03]],\n",
      "\n",
      "         [[-5.0623e-03, -9.1949e-04,  2.2961e-02],\n",
      "          [ 2.5392e-02,  2.5086e-03, -6.1776e-03],\n",
      "          [-1.6355e-02,  6.1948e-03, -2.1308e-04]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.3015e-03, -1.6478e-02, -7.2623e-03],\n",
      "          [ 2.7261e-03, -1.7112e-02, -1.0967e-02],\n",
      "          [ 7.0516e-04,  9.0562e-03, -1.8107e-02]],\n",
      "\n",
      "         [[-7.0845e-03, -6.2423e-03,  9.1196e-04],\n",
      "          [-1.1526e-03, -4.9948e-03, -2.5206e-03],\n",
      "          [-2.4937e-03,  2.0725e-03, -1.8741e-04]],\n",
      "\n",
      "         [[-3.9519e-03,  1.8905e-02, -7.3404e-03],\n",
      "          [ 1.1105e-02,  8.7923e-03, -1.2801e-02],\n",
      "          [-2.1859e-02,  5.1304e-03, -1.4078e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 1.4316e-02, -8.5259e-03, -8.9312e-03],\n",
      "          [ 1.1788e-02,  5.5332e-03,  2.0345e-02],\n",
      "          [-1.1261e-02, -1.9999e-03,  9.5060e-03]],\n",
      "\n",
      "         [[-5.0229e-04,  4.8614e-03,  4.2457e-03],\n",
      "          [-9.6474e-03, -2.6209e-02, -5.9507e-03],\n",
      "          [ 8.5570e-03, -2.3207e-03, -2.8785e-04]],\n",
      "\n",
      "         [[ 8.8620e-03, -7.3638e-03, -4.1248e-03],\n",
      "          [-2.4420e-02, -5.6145e-03, -7.3791e-03],\n",
      "          [ 4.9562e-03,  1.1178e-02, -9.0289e-04]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-5.7190e-03,  2.6023e-03, -6.7499e-04],\n",
      "          [ 1.4561e-02,  1.3828e-02,  1.7168e-03],\n",
      "          [-7.3173e-03,  6.5690e-03,  1.6285e-02]],\n",
      "\n",
      "         [[-1.9387e-03, -3.5055e-03, -2.2548e-02],\n",
      "          [-4.7247e-03, -4.6807e-03,  1.3475e-03],\n",
      "          [ 1.2766e-02,  1.3640e-03,  1.0290e-02]],\n",
      "\n",
      "         [[ 8.2666e-03,  9.2182e-03, -9.7197e-03],\n",
      "          [ 2.2424e-02, -6.7165e-03,  7.8627e-03],\n",
      "          [ 9.2446e-03, -4.2724e-03, -1.8297e-02]]],\n",
      "\n",
      "\n",
      "        [[[-6.7757e-03, -1.2577e-02,  1.0612e-02],\n",
      "          [ 1.2749e-02,  1.1102e-03,  4.6843e-05],\n",
      "          [ 1.6513e-02, -2.4167e-03,  7.5343e-03]],\n",
      "\n",
      "         [[ 1.0167e-03,  2.7815e-03, -7.7035e-03],\n",
      "          [-9.4508e-03, -3.9172e-03,  2.2377e-02],\n",
      "          [ 4.7031e-03,  1.3798e-02, -9.6017e-03]],\n",
      "\n",
      "         [[ 1.8527e-03,  2.4369e-03, -1.4857e-02],\n",
      "          [ 3.7955e-03, -5.6496e-03,  7.4162e-03],\n",
      "          [-1.5205e-02,  2.8773e-03, -5.6906e-06]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 9.8457e-03,  7.7952e-03,  1.5283e-02],\n",
      "          [ 2.8232e-03,  1.2536e-02, -1.2587e-02],\n",
      "          [-9.4505e-03,  1.7430e-02, -2.8166e-02]],\n",
      "\n",
      "         [[-1.1083e-02, -1.7231e-02, -1.0549e-02],\n",
      "          [ 1.7757e-02,  9.5917e-04,  1.1962e-02],\n",
      "          [-5.0556e-03, -4.9879e-03, -9.8372e-03]],\n",
      "\n",
      "         [[ 5.0887e-03, -4.0345e-03, -3.7544e-03],\n",
      "          [ 1.6924e-03,  1.9693e-03, -1.2539e-02],\n",
      "          [-1.1879e-02,  1.3535e-03, -2.9696e-03]]],\n",
      "\n",
      "\n",
      "        [[[-2.0746e-03, -1.0773e-02,  6.9520e-03],\n",
      "          [ 5.0435e-03,  1.1956e-05,  1.0942e-02],\n",
      "          [ 6.4249e-03, -7.7581e-03,  4.6179e-04]],\n",
      "\n",
      "         [[ 1.1268e-02,  1.2971e-02, -2.2089e-02],\n",
      "          [-2.6601e-03,  9.2323e-03, -9.8809e-03],\n",
      "          [-1.3807e-02,  5.5094e-03, -1.8598e-02]],\n",
      "\n",
      "         [[-1.2630e-02,  2.9797e-03, -3.4774e-04],\n",
      "          [-2.2935e-03,  8.6511e-03,  1.1696e-02],\n",
      "          [-5.5590e-03, -5.8523e-03, -1.2204e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-1.2268e-02, -1.4568e-03, -3.7545e-03],\n",
      "          [ 1.3242e-02,  5.6046e-03,  1.5404e-02],\n",
      "          [ 1.5398e-03, -3.6295e-03,  9.4498e-03]],\n",
      "\n",
      "         [[-4.1282e-03, -1.6807e-03, -4.3122e-03],\n",
      "          [-5.4562e-03, -1.0187e-02, -1.1449e-03],\n",
      "          [-7.5582e-04, -3.0940e-04, -7.8535e-03]],\n",
      "\n",
      "         [[-2.7531e-02, -5.8872e-03,  7.2536e-03],\n",
      "          [-6.7104e-03,  6.3858e-03,  7.7371e-03],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [ 9.0901e-03,  1.7122e-02, -2.8838e-02]]]])\n",
      "k CCN.de_stage_2.1.conv.bias\n",
      "v tensor([ 0.0571, -0.0325, -0.0490, -0.0556, -0.0140, -0.0278, -0.0070,  0.0493,\n",
      "         0.0572,  0.0461,  0.0242, -0.0378,  0.0393, -0.0351, -0.0158, -0.0117,\n",
      "        -0.0456,  0.0231, -0.0094, -0.0329,  0.0434, -0.0666,  0.0332,  0.0235,\n",
      "         0.0547, -0.0512, -0.0521, -0.0363, -0.0550, -0.0010, -0.0143, -0.0096])\n",
      "param tensor([ 5.3612e-03,  3.9533e-03,  5.1475e-03, -1.6992e-03, -8.2165e-04,\n",
      "        -9.0500e-05, -7.9919e-04, -3.4532e-03,  2.5873e-04, -1.7634e-04,\n",
      "         2.2450e-03, -4.2484e-04,  4.7312e-04, -1.6112e-03, -7.0653e-04,\n",
      "        -5.2793e-03,  1.0082e-03, -7.1278e-04, -7.0497e-04,  4.0356e-03,\n",
      "        -1.5202e-04, -1.4720e-04,  5.6912e-03, -1.9427e-03, -1.3556e-03,\n",
      "         2.3620e-03, -6.9356e-03, -1.1423e-03,  5.8672e-03, -2.6506e-04,\n",
      "        -2.7112e-05, -2.3723e-03])\n",
      "v.copy tensor([ 5.3612e-03,  3.9533e-03,  5.1475e-03, -1.6992e-03, -8.2165e-04,\n",
      "        -9.0500e-05, -7.9919e-04, -3.4532e-03,  2.5873e-04, -1.7634e-04,\n",
      "         2.2450e-03, -4.2484e-04,  4.7312e-04, -1.6112e-03, -7.0653e-04,\n",
      "        -5.2793e-03,  1.0082e-03, -7.1278e-04, -7.0497e-04,  4.0356e-03,\n",
      "        -1.5202e-04, -1.4720e-04,  5.6912e-03, -1.9427e-03, -1.3556e-03,\n",
      "         2.3620e-03, -6.9356e-03, -1.1423e-03,  5.8672e-03, -2.6506e-04,\n",
      "        -2.7112e-05, -2.3723e-03])\n",
      "k CCN.de_stage_2.1.relu.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2507])\n",
      "v.copy tensor([0.2507])\n",
      "k CCN.de_stage_2.2.weight\n",
      "v tensor([[[[ 1.1265e-03, -1.4882e-02, -4.1384e-02,  2.9520e-02],\n",
      "          [ 3.4026e-02,  5.4713e-02,  3.4956e-03,  5.8520e-02],\n",
      "          [-4.6460e-02, -5.5320e-02, -5.6008e-02,  1.4589e-02],\n",
      "          [-3.4566e-02,  2.5338e-02, -3.5709e-02, -3.7478e-02]],\n",
      "\n",
      "         [[-3.2202e-02, -1.3274e-02,  9.7772e-03, -2.4524e-02],\n",
      "          [ 2.8924e-02,  1.9147e-02, -1.7112e-02,  2.1016e-02],\n",
      "          [ 4.7627e-03,  5.3646e-02,  1.0921e-02, -5.9377e-02],\n",
      "          [-4.1643e-02, -1.4155e-02,  1.3465e-02, -3.3229e-02]],\n",
      "\n",
      "         [[ 8.0351e-03, -5.4559e-02, -1.5195e-02,  5.5891e-02],\n",
      "          [ 4.3162e-02,  8.5683e-03, -2.0837e-02, -7.4590e-03],\n",
      "          [ 1.7827e-02,  5.9231e-02,  2.2391e-02, -1.6812e-02],\n",
      "          [ 6.0985e-02, -4.1523e-02,  6.1351e-02, -5.7422e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.8172e-02,  1.4702e-02,  6.2380e-02, -2.7012e-02],\n",
      "          [ 2.7190e-02,  3.8348e-02, -5.2230e-04, -5.0694e-02],\n",
      "          [-5.7897e-02, -5.7792e-02, -2.6670e-02,  6.2481e-02],\n",
      "          [ 4.3472e-02,  5.4217e-02,  3.3862e-02,  1.8491e-02]],\n",
      "\n",
      "         [[-5.3445e-02,  2.0098e-02,  2.2338e-02, -5.8244e-03],\n",
      "          [ 1.5446e-02,  3.3511e-02, -4.2337e-02,  1.1676e-02],\n",
      "          [-6.2162e-02, -2.3778e-02,  1.9142e-02, -4.1092e-02],\n",
      "          [-4.1114e-02,  5.7268e-03,  2.6535e-02, -4.0815e-02]],\n",
      "\n",
      "         [[ 5.7213e-02, -3.0184e-02, -1.7232e-02, -7.3497e-03],\n",
      "          [ 8.8894e-03,  3.8720e-02, -3.9328e-02, -2.8479e-02],\n",
      "          [ 7.7072e-03, -6.3162e-03,  1.5922e-02,  5.4702e-02],\n",
      "          [ 1.6768e-02, -9.4906e-03, -2.4186e-02,  8.3438e-03]]],\n",
      "\n",
      "\n",
      "        [[[-8.8356e-03,  1.4825e-02, -3.0776e-03,  3.1780e-02],\n",
      "          [ 1.8915e-02, -4.3194e-02, -6.5712e-03,  2.2648e-03],\n",
      "          [-2.0659e-02, -2.3236e-02,  1.5504e-02, -2.9768e-02],\n",
      "          [-2.6240e-02,  6.8065e-03, -4.8115e-02, -4.7425e-02]],\n",
      "\n",
      "         [[-6.4164e-03, -4.9222e-02,  4.5215e-02,  2.6751e-02],\n",
      "          [-4.5613e-02,  3.0798e-02,  5.6036e-02, -2.6196e-02],\n",
      "          [ 6.4974e-03, -5.6109e-02, -5.6204e-02, -2.2434e-02],\n",
      "          [-1.7106e-02, -3.6612e-02, -4.4556e-02, -2.2766e-02]],\n",
      "\n",
      "         [[ 5.1319e-02, -6.0659e-02,  2.9450e-02,  1.6150e-02],\n",
      "          [ 3.8860e-02,  3.7068e-02, -2.1910e-02, -6.0819e-02],\n",
      "          [-2.2513e-02,  2.2570e-03,  2.8289e-02,  7.7120e-03],\n",
      "          [ 5.6154e-02,  8.2354e-03,  3.2187e-02,  4.1598e-03]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.8347e-02,  7.4200e-03,  5.5117e-02,  6.2313e-02],\n",
      "          [ 8.8824e-04, -5.7141e-02, -4.7089e-02,  2.2381e-02],\n",
      "          [ 4.5860e-02, -5.3508e-02, -4.3995e-02,  8.7301e-03],\n",
      "          [-2.6866e-03, -3.6595e-02,  5.8546e-02,  2.5764e-02]],\n",
      "\n",
      "         [[ 4.6990e-02, -3.7134e-02, -6.0403e-02, -4.9132e-02],\n",
      "          [-2.0450e-02, -1.4104e-02,  4.0402e-02, -4.9564e-02],\n",
      "          [ 5.3893e-02,  3.9378e-02, -6.9904e-03, -2.3291e-05],\n",
      "          [ 1.0972e-02,  2.7253e-02,  1.6202e-02, -2.9093e-03]],\n",
      "\n",
      "         [[ 1.5572e-02, -3.6079e-02,  8.3800e-03,  6.1832e-02],\n",
      "          [ 2.2626e-02,  3.6101e-02, -5.1266e-02, -5.3153e-02],\n",
      "          [ 4.8688e-02, -3.0009e-02, -2.1041e-02,  2.8547e-02],\n",
      "          [ 4.6258e-02,  4.2902e-02,  6.2161e-02,  3.5920e-02]]],\n",
      "\n",
      "\n",
      "        [[[-2.8092e-02, -5.8832e-02, -3.9272e-02,  4.7708e-02],\n",
      "          [ 2.6992e-02,  4.1216e-02,  3.6853e-02,  9.8133e-03],\n",
      "          [ 3.1042e-02,  1.9448e-02,  4.4379e-02,  2.1465e-02],\n",
      "          [-4.9798e-03, -4.7767e-02, -4.8291e-02,  5.1530e-02]],\n",
      "\n",
      "         [[ 2.7971e-02, -2.9711e-02,  1.7018e-02, -1.5770e-02],\n",
      "          [ 2.6976e-02,  4.8347e-02,  5.9763e-02, -4.8487e-02],\n",
      "          [-3.0556e-02, -4.7935e-02,  5.7618e-02,  2.7026e-02],\n",
      "          [-5.5000e-02,  3.7086e-02,  7.9826e-03, -9.7806e-03]],\n",
      "\n",
      "         [[ 4.0144e-02, -2.8522e-02, -2.1263e-02, -6.1626e-02],\n",
      "          [ 1.9271e-02,  1.6735e-02,  1.5973e-02,  5.1204e-02],\n",
      "          [-2.2246e-02, -1.9741e-02,  2.4404e-02, -6.9616e-03],\n",
      "          [-1.1245e-02, -1.2687e-02,  6.1228e-02, -5.5935e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 2.2070e-02, -4.7557e-02, -5.6657e-02, -4.6972e-02],\n",
      "          [-4.7098e-02, -1.2298e-02, -5.5865e-02,  3.5152e-05],\n",
      "          [ 2.7992e-02,  4.9926e-03, -1.9445e-02, -3.2226e-02],\n",
      "          [-6.0897e-02,  4.3597e-02,  6.0057e-02,  3.7912e-02]],\n",
      "\n",
      "         [[-5.7633e-02,  4.4735e-02,  4.8730e-02, -2.9892e-02],\n",
      "          [-4.4600e-02, -2.4359e-02, -4.6140e-02,  9.0080e-03],\n",
      "          [-2.8982e-02, -1.7251e-03,  4.5556e-02,  6.6356e-03],\n",
      "          [-4.5089e-02,  4.6167e-02, -3.3594e-02, -2.6150e-02]],\n",
      "\n",
      "         [[-3.1602e-02,  2.8924e-02,  2.7796e-02,  5.6056e-02],\n",
      "          [ 6.3265e-03, -2.0532e-02,  1.0943e-02, -5.2295e-02],\n",
      "          [-4.0386e-03,  5.3420e-02,  5.5443e-02, -2.1021e-02],\n",
      "          [-2.4622e-02, -6.1549e-02, -9.2920e-03,  5.1836e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-1.6652e-03, -2.2680e-02,  5.7803e-02, -3.5933e-02],\n",
      "          [ 3.8072e-03, -6.1402e-02, -3.3781e-02, -3.4709e-02],\n",
      "          [ 5.8234e-02,  3.6120e-02, -4.7224e-02,  4.5673e-02],\n",
      "          [ 3.8538e-02, -6.2137e-02, -5.5302e-02, -2.3190e-02]],\n",
      "\n",
      "         [[-3.7638e-02,  3.2722e-02, -5.0927e-02,  6.1380e-03],\n",
      "          [-2.5637e-02,  8.7090e-03, -1.8708e-03, -8.3057e-03],\n",
      "          [ 3.9107e-02, -1.1280e-02,  1.3997e-02, -2.2749e-03],\n",
      "          [-6.4578e-03,  4.8369e-02, -2.4585e-02,  5.4213e-02]],\n",
      "\n",
      "         [[-5.8013e-02,  2.8182e-02, -4.2772e-02,  1.0463e-02],\n",
      "          [-5.4475e-02,  5.5559e-02,  8.6479e-03, -5.3258e-02],\n",
      "          [-4.3082e-02, -3.9328e-02,  5.2106e-02,  2.3396e-02],\n",
      "          [ 5.6220e-04,  2.7696e-02,  4.4427e-02, -5.4154e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-2.5649e-02, -2.7443e-02,  3.5362e-02, -3.9068e-02],\n",
      "          [ 5.2192e-02, -2.3148e-02, -1.9317e-02, -2.3442e-02],\n",
      "          [ 4.1227e-02,  3.4862e-02,  3.3164e-02,  2.4331e-02],\n",
      "          [-6.0258e-02, -5.0236e-02,  5.7364e-02, -3.3284e-02]],\n",
      "\n",
      "         [[-3.2256e-02, -1.8814e-02, -5.3278e-02, -5.4204e-02],\n",
      "          [ 3.6876e-02,  6.1790e-02,  4.9688e-02,  4.2231e-02],\n",
      "          [ 6.0583e-02,  1.0635e-02, -2.7805e-02,  1.9569e-02],\n",
      "          [-3.4624e-02, -3.9536e-02,  4.0000e-02, -2.6397e-02]],\n",
      "\n",
      "         [[-2.2134e-02, -5.7353e-03,  4.7410e-02, -4.1201e-02],\n",
      "          [-4.8021e-02, -2.3639e-03,  5.8100e-02,  1.1009e-02],\n",
      "          [-2.9907e-02, -1.0877e-02,  5.2948e-02,  5.2541e-02],\n",
      "          [-5.2051e-02,  3.7340e-02, -5.3462e-02, -1.4051e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.8778e-02,  5.8847e-02, -4.2205e-02, -5.2265e-02],\n",
      "          [-2.5111e-02,  5.0292e-02,  4.2533e-02, -3.4437e-02],\n",
      "          [ 4.7341e-02, -2.4630e-02,  2.7488e-02,  6.1914e-02],\n",
      "          [-2.0165e-02,  1.3147e-02, -2.2261e-02,  3.9882e-02]],\n",
      "\n",
      "         [[ 5.0736e-03, -2.2646e-02, -1.1742e-02, -3.3956e-02],\n",
      "          [-1.1081e-02,  1.2809e-02,  6.8504e-03,  1.8275e-02],\n",
      "          [-4.6891e-03,  4.7919e-02,  2.7351e-02, -5.8702e-02],\n",
      "          [-2.9753e-02,  4.9024e-02,  5.9118e-02,  5.2844e-02]],\n",
      "\n",
      "         [[ 6.1734e-03, -1.5905e-02, -7.0815e-03, -4.5967e-02],\n",
      "          [-1.1274e-02,  2.6671e-02, -2.3961e-02,  6.1111e-02],\n",
      "          [-2.1328e-02, -1.8630e-02,  4.7213e-02, -1.8050e-02],\n",
      "          [-2.1297e-02,  5.4057e-02, -4.1642e-02, -3.7477e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-5.6961e-02, -6.9097e-03,  3.8386e-02,  2.8825e-02],\n",
      "          [-5.8991e-03,  3.3371e-02,  3.6798e-03,  4.5859e-03],\n",
      "          [-2.3028e-02,  3.2185e-02, -5.8592e-02,  2.1192e-02],\n",
      "          [ 3.3052e-02,  3.2399e-02, -4.2762e-02, -4.8664e-02]],\n",
      "\n",
      "         [[-4.5740e-02,  5.3685e-02, -1.5881e-02, -2.6218e-02],\n",
      "          [ 1.5313e-02,  3.9031e-02,  3.9940e-02, -5.3709e-03],\n",
      "          [-3.5965e-02, -3.6365e-03,  3.2603e-02, -2.8254e-02],\n",
      "          [-3.0547e-02,  4.8374e-02,  2.1082e-02, -3.2930e-02]],\n",
      "\n",
      "         [[-4.4704e-02, -1.3886e-02,  2.2242e-02, -2.6674e-02],\n",
      "          [ 3.2480e-02, -2.8404e-02,  5.8156e-03,  1.2023e-02],\n",
      "          [ 7.2030e-03, -2.0997e-02, -4.2988e-02, -4.9141e-02],\n",
      "          [ 2.5649e-02, -5.6765e-02,  1.5026e-02,  5.9166e-02]]],\n",
      "\n",
      "\n",
      "        [[[-3.9734e-02, -1.7277e-02, -5.7057e-02,  3.3425e-02],\n",
      "          [ 2.7510e-02, -3.1152e-02, -2.7350e-02, -3.3816e-02],\n",
      "          [ 3.2260e-02,  1.3502e-02,  1.8517e-02, -5.4272e-02],\n",
      "          [ 3.4523e-02,  3.8520e-02, -5.6173e-02, -1.5744e-02]],\n",
      "\n",
      "         [[ 5.6106e-02, -3.9012e-02,  1.4372e-02, -2.5968e-02],\n",
      "          [ 3.4416e-02,  1.7854e-02, -5.1747e-02, -1.4492e-02],\n",
      "          [-3.4484e-02,  3.6049e-02, -3.3799e-02, -2.1723e-03],\n",
      "          [ 1.6083e-02, -4.1588e-02, -4.7561e-02,  2.2664e-02]],\n",
      "\n",
      "         [[-5.1394e-04, -8.6159e-03, -9.5335e-03, -2.5333e-02],\n",
      "          [-1.2147e-02, -4.9660e-02,  4.9164e-02,  7.2543e-03],\n",
      "          [ 8.4715e-03, -2.2182e-02, -4.8332e-02, -1.5675e-02],\n",
      "          [-4.0693e-02, -6.5240e-04, -1.4167e-02,  4.5860e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 5.8358e-02,  1.6896e-03, -1.6578e-02, -4.3568e-02],\n",
      "          [-5.0934e-02,  3.1281e-02,  6.6300e-03,  4.0436e-02],\n",
      "          [ 5.1032e-02,  1.0504e-02,  5.4105e-02, -2.2558e-02],\n",
      "          [-1.8012e-02, -2.6124e-02, -1.9491e-02, -5.9494e-02]],\n",
      "\n",
      "         [[-3.4366e-02, -5.6242e-02,  1.0909e-03, -4.4170e-02],\n",
      "          [ 3.0849e-02,  2.2106e-02, -3.3125e-02, -2.3434e-02],\n",
      "          [ 5.1648e-02, -2.1177e-02, -4.7475e-02, -4.6953e-02],\n",
      "          [-2.6294e-03,  2.2140e-02, -4.7911e-02, -6.0429e-02]],\n",
      "\n",
      "         [[-3.2817e-02, -4.2519e-02, -4.0493e-02, -5.2517e-02],\n",
      "          [-3.2952e-02,  2.9462e-02, -4.3211e-02, -5.0551e-02],\n",
      "          [-5.8128e-02,  5.3333e-02,  1.9913e-03,  6.0381e-02],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [ 4.7457e-02, -3.3465e-02,  1.6589e-03, -1.5804e-03]]]])\n",
      "param tensor([[[[-2.6526e-02,  5.8570e-02, -1.0690e-02,  6.1874e-02],\n",
      "          [-2.5731e-02, -3.0215e-02, -4.0930e-02,  2.2322e-02],\n",
      "          [-7.5118e-03, -4.0534e-03, -9.9418e-03,  5.6544e-02],\n",
      "          [-3.9541e-03, -2.1004e-02, -1.8618e-02,  2.3484e-02]],\n",
      "\n",
      "         [[-5.8435e-02,  5.3260e-02, -4.1492e-02,  3.0977e-02],\n",
      "          [-1.9155e-02,  4.3013e-03, -1.5516e-03,  3.5068e-02],\n",
      "          [ 1.2441e-03,  3.4611e-03,  4.5275e-02,  2.7991e-03],\n",
      "          [-2.9594e-02, -2.3849e-02,  2.9575e-02, -1.3306e-02]],\n",
      "\n",
      "         [[ 1.2121e-03, -1.7962e-02,  1.9731e-02, -3.5854e-03],\n",
      "          [ 2.5442e-02,  2.5615e-03, -1.3686e-02, -3.9672e-02],\n",
      "          [-7.5987e-03,  4.8909e-02,  5.3881e-02, -3.4691e-02],\n",
      "          [-1.7977e-02, -5.6217e-02,  3.8327e-02,  5.6959e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 2.4545e-02,  2.6567e-02, -1.9083e-02, -5.9604e-02],\n",
      "          [-2.0561e-02,  3.2746e-02, -3.5853e-02, -4.9731e-02],\n",
      "          [-3.6187e-02,  5.7080e-02, -2.1750e-02,  2.1834e-02],\n",
      "          [-7.8562e-03, -2.2537e-03, -2.4785e-02, -2.4852e-02]],\n",
      "\n",
      "         [[ 5.9143e-03, -6.0281e-02,  2.7773e-02,  4.7941e-02],\n",
      "          [-4.1539e-02,  3.7377e-02, -4.7142e-02,  5.2769e-02],\n",
      "          [ 1.3878e-03, -2.6713e-02,  4.7811e-02, -2.6704e-02],\n",
      "          [-2.3875e-02, -1.3087e-02, -6.8603e-03, -6.1449e-02]],\n",
      "\n",
      "         [[ 3.6757e-02,  4.3217e-02, -1.0705e-02, -4.4758e-02],\n",
      "          [-6.7278e-03, -1.8749e-02,  3.6479e-02, -8.9368e-03],\n",
      "          [ 3.2456e-02,  7.4794e-03, -2.2452e-02, -3.2722e-02],\n",
      "          [-4.2673e-03,  3.0739e-02, -1.2501e-02,  5.0118e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 6.2048e-03,  8.4806e-03,  2.8021e-02,  1.7755e-02],\n",
      "          [ 4.7728e-02,  5.6171e-02, -4.8167e-02,  4.2289e-02],\n",
      "          [-3.1922e-02,  3.9408e-02,  2.0235e-02,  8.3746e-03],\n",
      "          [ 1.7795e-02,  3.1994e-03, -1.2773e-02,  4.4552e-02]],\n",
      "\n",
      "         [[-3.7347e-02, -2.1593e-02,  2.6640e-02,  5.7867e-03],\n",
      "          [ 4.2647e-02, -5.7258e-02,  5.5092e-03, -4.4592e-03],\n",
      "          [ 1.9882e-02,  5.1662e-03,  2.1824e-02, -2.7891e-02],\n",
      "          [ 5.3162e-02,  3.6165e-02, -5.6039e-02, -6.1730e-02]],\n",
      "\n",
      "         [[ 3.5339e-02,  2.2967e-02, -3.0591e-02,  5.0808e-02],\n",
      "          [ 4.1302e-02, -3.4245e-02,  5.6780e-02, -1.2391e-02],\n",
      "          [ 1.0413e-02, -4.6245e-02,  5.6985e-02, -5.9795e-02],\n",
      "          [-5.3675e-02, -1.2635e-02,  3.4721e-02, -4.6767e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-6.0931e-02, -4.0259e-02,  2.2723e-02,  3.4495e-02],\n",
      "          [ 5.6489e-02, -4.6369e-02, -2.9660e-03, -1.4171e-02],\n",
      "          [ 4.6433e-02,  4.5376e-02, -4.3813e-02, -6.2230e-02],\n",
      "          [-8.9818e-03,  6.3595e-03, -4.4925e-02,  3.4080e-02]],\n",
      "\n",
      "         [[-5.0624e-02, -7.6240e-05, -3.3417e-02, -4.8430e-02],\n",
      "          [ 1.9820e-02, -9.9807e-03,  7.5679e-04, -5.6494e-02],\n",
      "          [-1.8497e-02, -5.3440e-02,  6.2201e-02,  6.2690e-02],\n",
      "          [-2.2194e-02, -1.2854e-02,  1.7075e-02,  4.8245e-02]],\n",
      "\n",
      "         [[ 4.0328e-02, -7.4560e-03,  2.7362e-02, -6.3654e-03],\n",
      "          [ 6.1525e-02, -2.7014e-02, -1.9669e-02,  5.0321e-02],\n",
      "          [ 4.6959e-03,  3.6605e-03,  5.0701e-03, -3.1995e-02],\n",
      "          [-5.2760e-02,  7.7581e-03, -5.2443e-03,  3.1517e-02]]],\n",
      "\n",
      "\n",
      "        [[[-5.9095e-02,  5.7644e-02,  4.0862e-02,  1.0758e-02],\n",
      "          [ 1.1779e-03,  1.8957e-02,  4.1300e-03, -4.6192e-02],\n",
      "          [ 4.7112e-02, -4.0965e-02, -2.9091e-02, -4.2987e-02],\n",
      "          [-2.5569e-02,  2.8180e-02, -2.1125e-02,  1.4418e-03]],\n",
      "\n",
      "         [[-3.3370e-02, -4.9916e-02,  2.5032e-02,  6.1190e-02],\n",
      "          [-4.9826e-02,  3.7696e-02,  1.4889e-02,  5.8099e-02],\n",
      "          [-6.0797e-02, -1.1235e-02,  3.7193e-02,  8.9231e-03],\n",
      "          [-2.2915e-02,  3.7186e-02, -5.7080e-03,  5.5519e-02]],\n",
      "\n",
      "         [[ 2.5594e-02, -5.9820e-02,  8.0275e-04,  2.8370e-02],\n",
      "          [ 5.4272e-02,  5.8919e-02,  1.5480e-03,  6.1544e-03],\n",
      "          [-2.5568e-02, -4.3899e-02, -5.4456e-02, -3.8611e-03],\n",
      "          [ 7.0631e-03,  1.9853e-02, -1.3424e-02,  4.1076e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.7975e-02,  5.8875e-03,  5.1089e-03,  4.1634e-02],\n",
      "          [-2.9385e-02, -4.0393e-02,  1.3762e-02,  1.1106e-02],\n",
      "          [-3.2333e-02, -2.0390e-02,  1.5140e-03,  6.1152e-02],\n",
      "          [-1.5040e-02,  1.1963e-02, -2.9199e-02, -2.4901e-02]],\n",
      "\n",
      "         [[ 5.5233e-02,  4.1625e-02, -3.5294e-02, -3.7393e-02],\n",
      "          [-3.5693e-02,  1.1636e-02, -8.9190e-03, -5.0298e-02],\n",
      "          [-2.8361e-02,  3.5739e-02,  4.9560e-02, -6.1695e-02],\n",
      "          [-3.2368e-02,  3.5518e-02, -4.8416e-02, -2.9809e-02]],\n",
      "\n",
      "         [[-1.1143e-02,  5.7755e-02, -5.3820e-02,  3.9907e-03],\n",
      "          [-5.9024e-02,  1.7496e-02,  3.4471e-02,  5.8734e-02],\n",
      "          [ 2.1773e-02,  4.6116e-02,  5.9200e-02,  6.6870e-03],\n",
      "          [ 5.1110e-02,  3.4899e-02,  3.5357e-02, -5.1888e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 2.5330e-02,  3.6966e-02,  4.4309e-03, -1.3012e-02],\n",
      "          [ 9.0490e-03,  6.2339e-02, -2.8450e-03, -4.2472e-02],\n",
      "          [-4.2957e-02, -4.8437e-03, -8.0479e-03, -5.2222e-02],\n",
      "          [ 4.5146e-02,  3.6160e-02, -4.1593e-02,  1.3293e-02]],\n",
      "\n",
      "         [[-4.9059e-02, -3.7633e-02,  1.3148e-02,  2.7456e-02],\n",
      "          [-5.7912e-02,  6.1737e-02,  4.3911e-02,  4.2047e-02],\n",
      "          [-3.8240e-03,  3.1106e-02, -5.3919e-02, -5.5064e-02],\n",
      "          [ 7.5829e-03,  3.4677e-02,  3.0215e-02,  5.1017e-02]],\n",
      "\n",
      "         [[ 4.4414e-02,  1.4808e-02, -4.7880e-02,  1.6905e-03],\n",
      "          [-1.5396e-02, -4.7776e-02,  5.3726e-02,  5.1769e-02],\n",
      "          [ 3.6931e-02, -1.4020e-02,  4.3238e-02, -5.2513e-02],\n",
      "          [ 5.4784e-02, -3.2441e-02, -2.9762e-02, -1.6128e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 3.8454e-04,  3.5737e-03, -4.1632e-02, -5.0231e-02],\n",
      "          [ 5.0454e-02,  4.0579e-02,  7.3264e-03, -1.1077e-02],\n",
      "          [ 6.1917e-02, -1.7094e-02,  3.4003e-02,  4.7360e-02],\n",
      "          [-4.6427e-02, -3.7095e-02,  1.9696e-02, -2.1738e-02]],\n",
      "\n",
      "         [[ 5.1985e-02,  4.3174e-02,  2.9865e-02, -4.9675e-02],\n",
      "          [-5.2080e-02, -3.3015e-02, -5.3369e-02,  2.2206e-02],\n",
      "          [-2.6782e-02, -4.7041e-02,  2.3986e-02,  2.6099e-02],\n",
      "          [-5.5301e-02, -3.8984e-05,  3.3088e-02,  5.5918e-02]],\n",
      "\n",
      "         [[-1.0571e-02,  9.3793e-03, -6.2083e-02,  3.7737e-02],\n",
      "          [-8.6784e-03, -1.4590e-02, -5.8535e-02, -4.1233e-03],\n",
      "          [-2.5630e-02, -5.0938e-03, -5.5274e-02,  1.0253e-02],\n",
      "          [-5.7796e-02,  2.9448e-02,  5.9141e-02, -1.4815e-02]]],\n",
      "\n",
      "\n",
      "        [[[-4.8074e-02,  6.9710e-03,  4.7316e-02,  8.4420e-03],\n",
      "          [ 5.5827e-02, -4.6724e-02, -3.4135e-02, -5.3699e-02],\n",
      "          [ 1.3247e-03,  1.3025e-02, -1.3058e-02,  4.6842e-02],\n",
      "          [ 2.1050e-02, -1.1641e-02, -1.9934e-02,  3.4605e-02]],\n",
      "\n",
      "         [[-6.1086e-02, -2.6884e-02, -5.5881e-02, -4.6740e-02],\n",
      "          [ 2.0815e-03,  1.1999e-03, -5.9371e-02,  4.8552e-03],\n",
      "          [ 3.9934e-02, -6.0245e-02,  2.8364e-02,  1.5811e-02],\n",
      "          [ 5.1312e-02,  4.3503e-02,  5.7823e-02,  4.3875e-04]],\n",
      "\n",
      "         [[ 3.2192e-02,  2.8051e-04,  4.4753e-02,  5.5299e-02],\n",
      "          [-1.9939e-02, -1.1980e-03, -8.5540e-03, -3.6350e-02],\n",
      "          [ 4.0211e-02,  2.4694e-02, -1.3321e-02,  5.5567e-02],\n",
      "          [ 4.7070e-02, -3.7494e-02, -1.2932e-02,  5.5205e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.6871e-02,  2.8765e-02, -3.0271e-02, -4.1105e-02],\n",
      "          [-2.2079e-02, -3.1838e-03,  2.3781e-02, -3.8888e-02],\n",
      "          [-4.9779e-02,  4.6172e-03, -5.9343e-02,  1.9913e-02],\n",
      "          [ 2.8474e-02, -2.4055e-02,  4.4472e-02, -1.0816e-03]],\n",
      "\n",
      "         [[ 3.7473e-02,  3.3505e-03, -5.3054e-02,  3.5401e-02],\n",
      "          [ 1.0685e-02,  1.9854e-03, -4.5725e-02, -1.5275e-02],\n",
      "          [ 2.8666e-02,  5.9029e-02,  5.1214e-02, -1.7560e-02],\n",
      "          [ 5.1139e-02,  3.1734e-02,  4.2583e-02,  6.0777e-02]],\n",
      "\n",
      "         [[ 3.7507e-02, -1.4175e-02, -4.5227e-02,  4.4814e-02],\n",
      "          [-3.6991e-02,  4.3805e-02,  3.6959e-02,  4.2823e-02],\n",
      "          [-9.4567e-03, -8.2453e-03, -2.3721e-02,  3.0621e-02],\n",
      "          [ 6.0665e-02, -5.9413e-02, -1.1022e-02,  1.8746e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 2.9376e-04,  5.7409e-02, -5.4484e-02, -1.0587e-02],\n",
      "          [-4.9037e-02, -3.3041e-02,  7.3998e-03,  1.2657e-02],\n",
      "          [ 2.2422e-02,  4.9064e-02,  4.0279e-02, -1.1673e-02],\n",
      "          [ 3.5095e-02, -3.7397e-02, -1.7243e-02,  2.2120e-02]],\n",
      "\n",
      "         [[ 3.5700e-02, -2.2147e-02, -1.8037e-02,  5.0496e-02],\n",
      "          [-3.6591e-02, -7.5400e-03,  3.4063e-02,  5.8186e-03],\n",
      "          [ 1.6351e-02,  1.2431e-02,  6.6590e-03,  6.0190e-02],\n",
      "          [ 3.3523e-02,  7.7871e-03,  3.6670e-02, -1.3613e-02]],\n",
      "\n",
      "         [[ 5.2291e-02,  5.9158e-02,  4.4610e-02, -3.3329e-02],\n",
      "          [-4.9332e-02,  6.0030e-02,  2.5487e-02,  5.9256e-02],\n",
      "          [-1.5100e-02, -5.8779e-02,  2.8006e-02, -3.3082e-02],\n",
      "          [ 1.8348e-02,  5.5700e-02, -1.7682e-02, -1.1366e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 2.7707e-02,  1.1984e-02, -4.6268e-02,  1.9486e-02],\n",
      "          [-1.5668e-02, -2.0446e-02, -2.2170e-02,  1.3661e-02],\n",
      "          [ 2.4310e-02,  6.0906e-02, -1.7367e-02, -2.9820e-02],\n",
      "          [ 1.4366e-02,  1.9733e-02, -2.6598e-02, -2.8247e-02]],\n",
      "\n",
      "         [[ 2.7643e-02, -4.0753e-02,  3.6424e-02,  1.2687e-02],\n",
      "          [-1.4258e-02,  5.7253e-02, -4.3862e-02,  3.1775e-02],\n",
      "          [ 5.0135e-02,  3.7888e-02,  1.7098e-02,  1.9040e-02],\n",
      "          [-5.5229e-02,  2.3605e-02, -1.9945e-02, -1.5505e-02]],\n",
      "\n",
      "         [[-1.6959e-02,  2.9216e-02, -5.2636e-02,  5.0166e-02],\n",
      "          [-5.2274e-02, -3.0251e-03, -9.9256e-03,  4.7059e-02],\n",
      "          [-5.8892e-02, -1.2857e-02, -5.8952e-02, -3.2828e-02],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [-3.3730e-02,  4.2587e-02, -5.5398e-02,  1.6037e-03]]]])\n",
      "v.copy tensor([[[[-2.6526e-02,  5.8570e-02, -1.0690e-02,  6.1874e-02],\n",
      "          [-2.5731e-02, -3.0215e-02, -4.0930e-02,  2.2322e-02],\n",
      "          [-7.5118e-03, -4.0534e-03, -9.9418e-03,  5.6544e-02],\n",
      "          [-3.9541e-03, -2.1004e-02, -1.8618e-02,  2.3484e-02]],\n",
      "\n",
      "         [[-5.8435e-02,  5.3260e-02, -4.1492e-02,  3.0977e-02],\n",
      "          [-1.9155e-02,  4.3013e-03, -1.5516e-03,  3.5068e-02],\n",
      "          [ 1.2441e-03,  3.4611e-03,  4.5275e-02,  2.7991e-03],\n",
      "          [-2.9594e-02, -2.3849e-02,  2.9575e-02, -1.3306e-02]],\n",
      "\n",
      "         [[ 1.2121e-03, -1.7962e-02,  1.9731e-02, -3.5854e-03],\n",
      "          [ 2.5442e-02,  2.5615e-03, -1.3686e-02, -3.9672e-02],\n",
      "          [-7.5987e-03,  4.8909e-02,  5.3881e-02, -3.4691e-02],\n",
      "          [-1.7977e-02, -5.6217e-02,  3.8327e-02,  5.6959e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 2.4545e-02,  2.6567e-02, -1.9083e-02, -5.9604e-02],\n",
      "          [-2.0561e-02,  3.2746e-02, -3.5853e-02, -4.9731e-02],\n",
      "          [-3.6187e-02,  5.7080e-02, -2.1750e-02,  2.1834e-02],\n",
      "          [-7.8562e-03, -2.2537e-03, -2.4785e-02, -2.4852e-02]],\n",
      "\n",
      "         [[ 5.9143e-03, -6.0281e-02,  2.7773e-02,  4.7941e-02],\n",
      "          [-4.1539e-02,  3.7377e-02, -4.7142e-02,  5.2769e-02],\n",
      "          [ 1.3878e-03, -2.6713e-02,  4.7811e-02, -2.6704e-02],\n",
      "          [-2.3875e-02, -1.3087e-02, -6.8603e-03, -6.1449e-02]],\n",
      "\n",
      "         [[ 3.6757e-02,  4.3217e-02, -1.0705e-02, -4.4758e-02],\n",
      "          [-6.7278e-03, -1.8749e-02,  3.6479e-02, -8.9368e-03],\n",
      "          [ 3.2456e-02,  7.4794e-03, -2.2452e-02, -3.2722e-02],\n",
      "          [-4.2673e-03,  3.0739e-02, -1.2501e-02,  5.0118e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 6.2048e-03,  8.4806e-03,  2.8021e-02,  1.7755e-02],\n",
      "          [ 4.7728e-02,  5.6171e-02, -4.8167e-02,  4.2289e-02],\n",
      "          [-3.1922e-02,  3.9408e-02,  2.0235e-02,  8.3746e-03],\n",
      "          [ 1.7795e-02,  3.1994e-03, -1.2773e-02,  4.4552e-02]],\n",
      "\n",
      "         [[-3.7347e-02, -2.1593e-02,  2.6640e-02,  5.7867e-03],\n",
      "          [ 4.2647e-02, -5.7258e-02,  5.5092e-03, -4.4592e-03],\n",
      "          [ 1.9882e-02,  5.1662e-03,  2.1824e-02, -2.7891e-02],\n",
      "          [ 5.3162e-02,  3.6165e-02, -5.6039e-02, -6.1730e-02]],\n",
      "\n",
      "         [[ 3.5339e-02,  2.2967e-02, -3.0591e-02,  5.0808e-02],\n",
      "          [ 4.1302e-02, -3.4245e-02,  5.6780e-02, -1.2391e-02],\n",
      "          [ 1.0413e-02, -4.6245e-02,  5.6985e-02, -5.9795e-02],\n",
      "          [-5.3675e-02, -1.2635e-02,  3.4721e-02, -4.6767e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-6.0931e-02, -4.0259e-02,  2.2723e-02,  3.4495e-02],\n",
      "          [ 5.6489e-02, -4.6369e-02, -2.9660e-03, -1.4171e-02],\n",
      "          [ 4.6433e-02,  4.5376e-02, -4.3813e-02, -6.2230e-02],\n",
      "          [-8.9818e-03,  6.3595e-03, -4.4925e-02,  3.4080e-02]],\n",
      "\n",
      "         [[-5.0624e-02, -7.6240e-05, -3.3417e-02, -4.8430e-02],\n",
      "          [ 1.9820e-02, -9.9807e-03,  7.5679e-04, -5.6494e-02],\n",
      "          [-1.8497e-02, -5.3440e-02,  6.2201e-02,  6.2690e-02],\n",
      "          [-2.2194e-02, -1.2854e-02,  1.7075e-02,  4.8245e-02]],\n",
      "\n",
      "         [[ 4.0328e-02, -7.4560e-03,  2.7362e-02, -6.3654e-03],\n",
      "          [ 6.1525e-02, -2.7014e-02, -1.9669e-02,  5.0321e-02],\n",
      "          [ 4.6959e-03,  3.6605e-03,  5.0701e-03, -3.1995e-02],\n",
      "          [-5.2760e-02,  7.7581e-03, -5.2443e-03,  3.1517e-02]]],\n",
      "\n",
      "\n",
      "        [[[-5.9095e-02,  5.7644e-02,  4.0862e-02,  1.0758e-02],\n",
      "          [ 1.1779e-03,  1.8957e-02,  4.1300e-03, -4.6192e-02],\n",
      "          [ 4.7112e-02, -4.0965e-02, -2.9091e-02, -4.2987e-02],\n",
      "          [-2.5569e-02,  2.8180e-02, -2.1125e-02,  1.4418e-03]],\n",
      "\n",
      "         [[-3.3370e-02, -4.9916e-02,  2.5032e-02,  6.1190e-02],\n",
      "          [-4.9826e-02,  3.7696e-02,  1.4889e-02,  5.8099e-02],\n",
      "          [-6.0797e-02, -1.1235e-02,  3.7193e-02,  8.9231e-03],\n",
      "          [-2.2915e-02,  3.7186e-02, -5.7080e-03,  5.5519e-02]],\n",
      "\n",
      "         [[ 2.5594e-02, -5.9820e-02,  8.0275e-04,  2.8370e-02],\n",
      "          [ 5.4272e-02,  5.8919e-02,  1.5480e-03,  6.1544e-03],\n",
      "          [-2.5568e-02, -4.3899e-02, -5.4456e-02, -3.8611e-03],\n",
      "          [ 7.0631e-03,  1.9853e-02, -1.3424e-02,  4.1076e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 1.7975e-02,  5.8875e-03,  5.1089e-03,  4.1634e-02],\n",
      "          [-2.9385e-02, -4.0393e-02,  1.3762e-02,  1.1106e-02],\n",
      "          [-3.2333e-02, -2.0390e-02,  1.5140e-03,  6.1152e-02],\n",
      "          [-1.5040e-02,  1.1963e-02, -2.9199e-02, -2.4901e-02]],\n",
      "\n",
      "         [[ 5.5233e-02,  4.1625e-02, -3.5294e-02, -3.7393e-02],\n",
      "          [-3.5693e-02,  1.1636e-02, -8.9190e-03, -5.0298e-02],\n",
      "          [-2.8361e-02,  3.5739e-02,  4.9560e-02, -6.1695e-02],\n",
      "          [-3.2368e-02,  3.5518e-02, -4.8416e-02, -2.9809e-02]],\n",
      "\n",
      "         [[-1.1143e-02,  5.7755e-02, -5.3820e-02,  3.9907e-03],\n",
      "          [-5.9024e-02,  1.7496e-02,  3.4471e-02,  5.8734e-02],\n",
      "          [ 2.1773e-02,  4.6116e-02,  5.9200e-02,  6.6870e-03],\n",
      "          [ 5.1110e-02,  3.4899e-02,  3.5357e-02, -5.1888e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[ 2.5330e-02,  3.6966e-02,  4.4309e-03, -1.3012e-02],\n",
      "          [ 9.0490e-03,  6.2339e-02, -2.8450e-03, -4.2472e-02],\n",
      "          [-4.2957e-02, -4.8437e-03, -8.0479e-03, -5.2222e-02],\n",
      "          [ 4.5146e-02,  3.6160e-02, -4.1593e-02,  1.3293e-02]],\n",
      "\n",
      "         [[-4.9059e-02, -3.7633e-02,  1.3148e-02,  2.7456e-02],\n",
      "          [-5.7912e-02,  6.1737e-02,  4.3911e-02,  4.2047e-02],\n",
      "          [-3.8240e-03,  3.1106e-02, -5.3919e-02, -5.5064e-02],\n",
      "          [ 7.5829e-03,  3.4677e-02,  3.0215e-02,  5.1017e-02]],\n",
      "\n",
      "         [[ 4.4414e-02,  1.4808e-02, -4.7880e-02,  1.6905e-03],\n",
      "          [-1.5396e-02, -4.7776e-02,  5.3726e-02,  5.1769e-02],\n",
      "          [ 3.6931e-02, -1.4020e-02,  4.3238e-02, -5.2513e-02],\n",
      "          [ 5.4784e-02, -3.2441e-02, -2.9762e-02, -1.6128e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 3.8454e-04,  3.5737e-03, -4.1632e-02, -5.0231e-02],\n",
      "          [ 5.0454e-02,  4.0579e-02,  7.3264e-03, -1.1077e-02],\n",
      "          [ 6.1917e-02, -1.7094e-02,  3.4003e-02,  4.7360e-02],\n",
      "          [-4.6427e-02, -3.7095e-02,  1.9696e-02, -2.1738e-02]],\n",
      "\n",
      "         [[ 5.1985e-02,  4.3174e-02,  2.9865e-02, -4.9675e-02],\n",
      "          [-5.2080e-02, -3.3015e-02, -5.3369e-02,  2.2206e-02],\n",
      "          [-2.6782e-02, -4.7041e-02,  2.3986e-02,  2.6099e-02],\n",
      "          [-5.5301e-02, -3.8984e-05,  3.3088e-02,  5.5918e-02]],\n",
      "\n",
      "         [[-1.0571e-02,  9.3793e-03, -6.2083e-02,  3.7737e-02],\n",
      "          [-8.6784e-03, -1.4590e-02, -5.8535e-02, -4.1233e-03],\n",
      "          [-2.5630e-02, -5.0938e-03, -5.5274e-02,  1.0253e-02],\n",
      "          [-5.7796e-02,  2.9448e-02,  5.9141e-02, -1.4815e-02]]],\n",
      "\n",
      "\n",
      "        [[[-4.8074e-02,  6.9710e-03,  4.7316e-02,  8.4420e-03],\n",
      "          [ 5.5827e-02, -4.6724e-02, -3.4135e-02, -5.3699e-02],\n",
      "          [ 1.3247e-03,  1.3025e-02, -1.3058e-02,  4.6842e-02],\n",
      "          [ 2.1050e-02, -1.1641e-02, -1.9934e-02,  3.4605e-02]],\n",
      "\n",
      "         [[-6.1086e-02, -2.6884e-02, -5.5881e-02, -4.6740e-02],\n",
      "          [ 2.0815e-03,  1.1999e-03, -5.9371e-02,  4.8552e-03],\n",
      "          [ 3.9934e-02, -6.0245e-02,  2.8364e-02,  1.5811e-02],\n",
      "          [ 5.1312e-02,  4.3503e-02,  5.7823e-02,  4.3875e-04]],\n",
      "\n",
      "         [[ 3.2192e-02,  2.8051e-04,  4.4753e-02,  5.5299e-02],\n",
      "          [-1.9939e-02, -1.1980e-03, -8.5540e-03, -3.6350e-02],\n",
      "          [ 4.0211e-02,  2.4694e-02, -1.3321e-02,  5.5567e-02],\n",
      "          [ 4.7070e-02, -3.7494e-02, -1.2932e-02,  5.5205e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.6871e-02,  2.8765e-02, -3.0271e-02, -4.1105e-02],\n",
      "          [-2.2079e-02, -3.1838e-03,  2.3781e-02, -3.8888e-02],\n",
      "          [-4.9779e-02,  4.6172e-03, -5.9343e-02,  1.9913e-02],\n",
      "          [ 2.8474e-02, -2.4055e-02,  4.4472e-02, -1.0816e-03]],\n",
      "\n",
      "         [[ 3.7473e-02,  3.3505e-03, -5.3054e-02,  3.5401e-02],\n",
      "          [ 1.0685e-02,  1.9854e-03, -4.5725e-02, -1.5275e-02],\n",
      "          [ 2.8666e-02,  5.9029e-02,  5.1214e-02, -1.7560e-02],\n",
      "          [ 5.1139e-02,  3.1734e-02,  4.2583e-02,  6.0777e-02]],\n",
      "\n",
      "         [[ 3.7507e-02, -1.4175e-02, -4.5227e-02,  4.4814e-02],\n",
      "          [-3.6991e-02,  4.3805e-02,  3.6959e-02,  4.2823e-02],\n",
      "          [-9.4567e-03, -8.2453e-03, -2.3721e-02,  3.0621e-02],\n",
      "          [ 6.0665e-02, -5.9413e-02, -1.1022e-02,  1.8746e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 2.9376e-04,  5.7409e-02, -5.4484e-02, -1.0587e-02],\n",
      "          [-4.9037e-02, -3.3041e-02,  7.3998e-03,  1.2657e-02],\n",
      "          [ 2.2422e-02,  4.9064e-02,  4.0279e-02, -1.1673e-02],\n",
      "          [ 3.5095e-02, -3.7397e-02, -1.7243e-02,  2.2120e-02]],\n",
      "\n",
      "         [[ 3.5700e-02, -2.2147e-02, -1.8037e-02,  5.0496e-02],\n",
      "          [-3.6591e-02, -7.5400e-03,  3.4063e-02,  5.8186e-03],\n",
      "          [ 1.6351e-02,  1.2431e-02,  6.6590e-03,  6.0190e-02],\n",
      "          [ 3.3523e-02,  7.7871e-03,  3.6670e-02, -1.3613e-02]],\n",
      "\n",
      "         [[ 5.2291e-02,  5.9158e-02,  4.4610e-02, -3.3329e-02],\n",
      "          [-4.9332e-02,  6.0030e-02,  2.5487e-02,  5.9256e-02],\n",
      "          [-1.5100e-02, -5.8779e-02,  2.8006e-02, -3.3082e-02],\n",
      "          [ 1.8348e-02,  5.5700e-02, -1.7682e-02, -1.1366e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 2.7707e-02,  1.1984e-02, -4.6268e-02,  1.9486e-02],\n",
      "          [-1.5668e-02, -2.0446e-02, -2.2170e-02,  1.3661e-02],\n",
      "          [ 2.4310e-02,  6.0906e-02, -1.7367e-02, -2.9820e-02],\n",
      "          [ 1.4366e-02,  1.9733e-02, -2.6598e-02, -2.8247e-02]],\n",
      "\n",
      "         [[ 2.7643e-02, -4.0753e-02,  3.6424e-02,  1.2687e-02],\n",
      "          [-1.4258e-02,  5.7253e-02, -4.3862e-02,  3.1775e-02],\n",
      "          [ 5.0135e-02,  3.7888e-02,  1.7098e-02,  1.9040e-02],\n",
      "          [-5.5229e-02,  2.3605e-02, -1.9945e-02, -1.5505e-02]],\n",
      "\n",
      "         [[-1.6959e-02,  2.9216e-02, -5.2636e-02,  5.0166e-02],\n",
      "          [-5.2274e-02, -3.0251e-03, -9.9256e-03,  4.7059e-02],\n",
      "          [-5.8892e-02, -1.2857e-02, -5.8952e-02, -3.2828e-02],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [-3.3730e-02,  4.2587e-02, -5.5398e-02,  1.6037e-03]]]])\n",
      "k CCN.de_stage_2.2.bias\n",
      "v tensor([-0.0323,  0.0546, -0.0387,  0.0580, -0.0228, -0.0337,  0.0155,  0.0439,\n",
      "         0.0377, -0.0439,  0.0597, -0.0281,  0.0113, -0.0302, -0.0247, -0.0492])\n",
      "param tensor([ 0.0171, -0.0185,  0.0242, -0.0577, -0.0514, -0.0435,  0.0237, -0.0163,\n",
      "         0.0373,  0.0054,  0.0593, -0.0027, -0.0029, -0.0514,  0.0258, -0.0066])\n",
      "v.copy tensor([ 0.0171, -0.0185,  0.0242, -0.0577, -0.0514, -0.0435,  0.0237, -0.0163,\n",
      "         0.0373,  0.0054,  0.0593, -0.0027, -0.0029, -0.0514,  0.0258, -0.0066])\n",
      "k CCN.de_stage_2.3.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2467])\n",
      "v.copy tensor([0.2467])\n",
      "k CCN.de_stage_2.4.weight\n",
      "v tensor([[[[-7.5635e-02,  3.4021e-02,  8.2770e-02,  1.1499e-02],\n",
      "          [ 5.5367e-02, -2.0134e-02,  1.0104e-02,  7.2230e-02],\n",
      "          [-6.3759e-02,  8.3954e-03,  6.9922e-02,  3.2446e-02],\n",
      "          [ 2.0702e-02,  8.1769e-02,  5.0512e-02, -6.3548e-02]],\n",
      "\n",
      "         [[ 2.3732e-02,  1.3586e-02,  5.1612e-02, -4.6267e-02],\n",
      "          [-5.7859e-02,  4.3969e-02, -4.1820e-02, -9.0974e-03],\n",
      "          [ 4.4976e-02, -2.7738e-02, -7.4312e-02,  1.1132e-02],\n",
      "          [ 3.8043e-02,  8.3258e-03,  1.7436e-02,  3.9806e-02]],\n",
      "\n",
      "         [[ 3.2542e-02, -1.9811e-02, -2.9396e-02, -6.4412e-02],\n",
      "          [ 1.6822e-02, -7.2044e-02,  8.0824e-02, -5.6472e-03],\n",
      "          [-6.7291e-02, -1.4576e-02, -1.7430e-02,  2.7372e-02],\n",
      "          [-4.7768e-02,  4.7639e-03, -6.5159e-02,  1.8570e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-6.6639e-02, -4.3723e-02, -4.6534e-02,  8.2967e-02],\n",
      "          [ 6.9952e-02, -7.4124e-02,  3.9880e-02, -4.4522e-02],\n",
      "          [-6.4304e-02,  4.7029e-02,  8.3373e-03,  2.2443e-02],\n",
      "          [ 7.4872e-02, -1.1770e-02,  7.9971e-02, -5.7836e-02]],\n",
      "\n",
      "         [[ 5.6048e-02, -1.8451e-02,  4.8586e-03, -7.8140e-02],\n",
      "          [-2.1457e-02, -6.3352e-02,  3.8877e-02, -4.6903e-02],\n",
      "          [ 7.3880e-02,  3.5403e-02, -6.0391e-02, -5.9663e-03],\n",
      "          [-7.7934e-02,  4.9596e-02,  5.8481e-02,  1.4342e-02]],\n",
      "\n",
      "         [[ 7.7689e-03, -4.0726e-02, -7.5108e-02,  4.3477e-02],\n",
      "          [-1.7811e-02,  5.5465e-02,  6.6843e-02, -6.9675e-02],\n",
      "          [ 8.5181e-02,  6.4529e-02, -1.0135e-02, -4.2568e-02],\n",
      "          [-3.4800e-03,  1.1572e-02, -1.6939e-02,  1.2679e-02]]],\n",
      "\n",
      "\n",
      "        [[[-7.9406e-02,  5.5648e-02,  5.2707e-02, -4.2060e-02],\n",
      "          [ 8.2812e-02, -3.1156e-02, -8.7052e-02, -5.6212e-02],\n",
      "          [-8.6727e-03, -2.4016e-02, -3.7853e-02, -5.3753e-02],\n",
      "          [ 1.6831e-02,  2.2332e-04, -7.3872e-02,  5.2341e-02]],\n",
      "\n",
      "         [[ 4.3247e-02, -6.6464e-02,  8.1252e-02, -8.5135e-02],\n",
      "          [-8.4246e-02, -1.2294e-02, -8.2436e-02, -1.4024e-02],\n",
      "          [-6.3081e-03,  4.3389e-02, -7.6561e-02,  7.9981e-03],\n",
      "          [-3.7752e-02, -4.9319e-02,  7.7272e-02, -1.4763e-02]],\n",
      "\n",
      "         [[-2.5436e-02, -3.2523e-02,  5.6038e-03,  7.7790e-02],\n",
      "          [ 6.9245e-02, -2.3663e-02,  5.3852e-02,  6.7864e-02],\n",
      "          [-5.5167e-02,  7.7026e-03, -2.5092e-02,  4.9363e-02],\n",
      "          [-5.5195e-02, -7.2007e-02,  2.6733e-02,  8.2218e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 5.9344e-03,  2.4084e-02,  6.6448e-02, -5.4724e-02],\n",
      "          [-4.1784e-02,  3.1222e-02, -2.7071e-02, -6.8984e-02],\n",
      "          [-8.3773e-02, -7.0236e-02, -6.8950e-03, -5.9991e-02],\n",
      "          [ 1.5009e-02,  4.7262e-02,  7.7024e-02, -2.0439e-02]],\n",
      "\n",
      "         [[-8.8702e-03,  6.5766e-02, -1.1918e-02, -5.2920e-02],\n",
      "          [-2.6301e-02,  7.5170e-02, -4.8061e-02, -2.2991e-02],\n",
      "          [-3.2082e-02, -5.8189e-02, -6.1996e-03, -6.3199e-02],\n",
      "          [-4.8787e-02,  7.0375e-02,  1.0937e-02, -2.3060e-04]],\n",
      "\n",
      "         [[ 6.8714e-02, -6.8367e-02,  7.5196e-02, -8.7786e-03],\n",
      "          [-8.0418e-02, -5.8640e-02, -6.8446e-02,  6.7596e-02],\n",
      "          [-2.0188e-02, -2.6691e-02,  5.2491e-02,  7.9195e-02],\n",
      "          [-8.7081e-02,  1.9566e-02,  3.7814e-02, -3.6314e-03]]],\n",
      "\n",
      "\n",
      "        [[[-5.7984e-03, -5.0674e-02,  2.0059e-02,  2.6746e-02],\n",
      "          [-8.2551e-02,  3.3309e-03, -7.8909e-02,  3.0211e-02],\n",
      "          [-1.7719e-02, -6.7051e-02,  5.3255e-02, -3.9013e-02],\n",
      "          [-1.0560e-02, -6.6608e-02, -3.6253e-02,  6.9045e-02]],\n",
      "\n",
      "         [[ 5.3605e-02,  1.3047e-02, -3.3877e-02,  8.6907e-02],\n",
      "          [-7.0523e-02, -3.7606e-02,  8.7153e-02,  8.0201e-02],\n",
      "          [-6.6529e-02, -2.4405e-02,  1.7320e-02,  8.7796e-02],\n",
      "          [-6.1307e-02, -7.1516e-02, -6.2459e-02, -4.1676e-02]],\n",
      "\n",
      "         [[-8.8117e-02,  1.1968e-02,  7.6412e-02,  1.6187e-02],\n",
      "          [-8.7680e-02, -3.8864e-02, -8.0741e-02,  7.8035e-02],\n",
      "          [-5.7857e-02,  7.7303e-02, -8.5820e-02,  5.5869e-02],\n",
      "          [-6.9132e-02,  4.0767e-02, -2.5120e-02, -3.1235e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-8.0304e-03,  2.6378e-02, -4.0853e-02, -6.1985e-03],\n",
      "          [ 2.7372e-02, -4.8070e-02,  8.0159e-02, -2.7395e-03],\n",
      "          [ 3.1152e-02,  4.1545e-02, -3.9736e-03,  8.4207e-02],\n",
      "          [-4.8448e-02, -2.0682e-02,  5.9547e-02, -2.4869e-02]],\n",
      "\n",
      "         [[ 6.2139e-02, -5.2033e-02,  1.3500e-03,  7.7283e-02],\n",
      "          [ 1.0595e-02, -4.1236e-02,  5.9424e-02, -4.2430e-02],\n",
      "          [-8.5850e-02, -7.4583e-02,  6.1465e-02, -5.4723e-02],\n",
      "          [-8.0047e-02, -6.1528e-02,  2.7325e-02,  3.7438e-02]],\n",
      "\n",
      "         [[ 5.4109e-02,  3.3007e-02,  1.6086e-02,  5.7570e-03],\n",
      "          [-7.4889e-02,  4.8389e-03,  8.1281e-02,  4.6927e-02],\n",
      "          [-7.7464e-02, -4.7173e-02, -3.0061e-02,  1.4045e-02],\n",
      "          [-3.0085e-03, -8.0938e-02, -8.2281e-03,  2.7706e-02]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-8.5883e-02,  7.7771e-02,  6.5803e-02,  8.0476e-02],\n",
      "          [-9.8081e-03, -8.1774e-02,  6.4525e-02, -6.3586e-02],\n",
      "          [ 5.5632e-02,  5.0898e-02, -6.2813e-03, -4.4852e-02],\n",
      "          [-1.9695e-02,  6.6790e-02,  3.3348e-02,  8.3411e-02]],\n",
      "\n",
      "         [[ 1.0935e-02,  4.3643e-02,  2.0214e-02, -2.9942e-03],\n",
      "          [-8.3558e-02,  3.2495e-02,  5.8972e-02, -6.6862e-02],\n",
      "          [-8.0194e-02,  3.3134e-03,  7.4234e-02, -7.3154e-02],\n",
      "          [-5.5902e-02,  3.1180e-02,  1.4312e-02,  8.3503e-02]],\n",
      "\n",
      "         [[ 4.2246e-02,  1.9412e-02, -4.0710e-02, -4.2074e-02],\n",
      "          [ 5.1439e-03,  2.4081e-02,  7.5925e-03,  7.9404e-02],\n",
      "          [ 8.5132e-02, -8.1267e-02, -1.7441e-02,  4.5680e-02],\n",
      "          [ 8.3645e-02,  3.6241e-02, -6.0567e-02, -6.9182e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 4.9142e-02, -7.9280e-02,  2.4958e-02,  4.3610e-03],\n",
      "          [ 3.0071e-03, -3.5236e-02, -3.6629e-02,  3.4193e-02],\n",
      "          [ 6.3374e-02,  2.0574e-02,  1.7982e-02, -3.3772e-02],\n",
      "          [ 3.3137e-02,  3.9538e-02, -8.8274e-02, -6.6983e-02]],\n",
      "\n",
      "         [[-3.7159e-03,  3.7825e-02, -4.2528e-03,  4.1536e-02],\n",
      "          [-5.0545e-02, -7.2351e-02,  6.7923e-02, -1.8558e-02],\n",
      "          [-4.2311e-02,  1.2141e-02,  5.4842e-02,  1.7707e-02],\n",
      "          [ 6.1176e-02, -5.9583e-02,  4.4567e-02, -8.4358e-02]],\n",
      "\n",
      "         [[ 5.7793e-02, -2.6522e-02, -6.9188e-02,  4.5490e-02],\n",
      "          [ 6.5826e-02, -1.3163e-02,  7.6944e-02,  3.4735e-02],\n",
      "          [-7.1082e-02,  5.1305e-03,  3.8152e-02, -1.7466e-02],\n",
      "          [ 2.9379e-02, -6.4368e-02, -3.6716e-02,  5.4656e-02]]],\n",
      "\n",
      "\n",
      "        [[[-6.7797e-03, -9.1214e-03,  7.4492e-02, -5.8433e-02],\n",
      "          [-2.1183e-02,  5.6940e-02, -9.9033e-03,  5.2590e-02],\n",
      "          [ 1.5707e-03,  8.6968e-02, -7.4493e-02, -1.1741e-02],\n",
      "          [ 6.6981e-03, -3.6382e-02,  1.9195e-02, -3.3991e-02]],\n",
      "\n",
      "         [[ 6.4620e-02,  1.8913e-02, -3.7553e-02,  2.3459e-02],\n",
      "          [ 6.5308e-02, -5.8992e-02, -2.4359e-02,  2.0645e-02],\n",
      "          [ 6.6573e-02,  1.3111e-04,  4.3830e-02,  1.7132e-02],\n",
      "          [ 1.3867e-02,  2.4763e-02, -8.1364e-02, -5.1799e-02]],\n",
      "\n",
      "         [[ 1.4910e-02,  3.9443e-02,  1.0916e-02, -8.1469e-02],\n",
      "          [ 6.0543e-02, -5.7177e-02, -3.9774e-02, -2.7310e-02],\n",
      "          [ 6.4947e-02, -5.8964e-02,  4.0648e-02, -8.4424e-02],\n",
      "          [ 1.7782e-02, -2.8483e-02, -5.4150e-03,  5.5191e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 8.7701e-02, -8.4975e-02,  4.7652e-02, -1.9207e-02],\n",
      "          [-1.8153e-02, -1.8463e-02,  6.0886e-02,  4.0314e-02],\n",
      "          [-1.4881e-02, -6.0992e-02,  5.5821e-02, -3.7118e-02],\n",
      "          [ 2.8526e-02, -7.9300e-02, -2.9441e-02, -6.0904e-02]],\n",
      "\n",
      "         [[-6.8246e-02, -5.5141e-02, -1.6096e-02,  6.2692e-04],\n",
      "          [-5.2895e-02, -3.7697e-03,  4.2622e-02, -2.4047e-02],\n",
      "          [ 8.1290e-02, -7.9450e-02,  8.2415e-02, -8.4715e-02],\n",
      "          [-5.8753e-02, -5.7532e-02,  1.4384e-02, -3.3128e-02]],\n",
      "\n",
      "         [[ 5.7566e-02, -6.1009e-03, -1.1557e-02, -5.7904e-03],\n",
      "          [-1.4275e-02,  9.2948e-03,  5.8729e-03,  1.2784e-02],\n",
      "          [ 6.5830e-02,  7.8330e-02,  8.4322e-02, -6.7188e-02],\n",
      "          [ 7.2323e-02, -1.7743e-02,  3.9805e-02,  6.3542e-02]]],\n",
      "\n",
      "\n",
      "        [[[ 3.8968e-02, -7.9295e-02,  3.0329e-02,  1.8385e-02],\n",
      "          [-3.2451e-02,  5.5384e-02,  8.3739e-02,  2.6744e-02],\n",
      "          [ 3.0783e-02, -7.0438e-03,  2.5633e-02,  6.4337e-02],\n",
      "          [ 7.4439e-05, -5.2519e-02, -1.3319e-02,  1.7916e-02]],\n",
      "\n",
      "         [[ 7.5080e-02,  7.6742e-02, -5.6342e-02,  2.8656e-02],\n",
      "          [ 5.4330e-02,  3.6054e-02,  4.9906e-02, -3.4167e-02],\n",
      "          [-5.5085e-02,  6.1598e-02,  6.9383e-02,  8.0922e-02],\n",
      "          [ 2.2136e-02, -3.7536e-03, -3.4829e-02, -6.6095e-02]],\n",
      "\n",
      "         [[-6.8757e-02,  6.3352e-02,  8.4860e-02, -1.2987e-02],\n",
      "          [-7.0646e-02,  7.7217e-02, -2.7482e-02, -2.9346e-02],\n",
      "          [ 8.0480e-03, -7.1352e-02,  4.6669e-03,  1.8502e-02],\n",
      "          [-6.3238e-02,  7.9556e-02, -5.7320e-02, -4.9832e-02]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-3.5163e-04,  6.4113e-02,  5.6624e-02,  4.5541e-02],\n",
      "          [-3.1795e-02, -5.4166e-02, -2.9700e-02,  6.2481e-02],\n",
      "          [ 8.4426e-02,  6.3873e-03, -3.3957e-02,  7.2842e-02],\n",
      "          [-8.6055e-02,  9.8861e-03, -7.4328e-02, -7.3581e-02]],\n",
      "\n",
      "         [[ 5.2889e-02,  6.1324e-02,  1.2935e-02, -4.1062e-02],\n",
      "          [ 3.4357e-02, -1.1448e-02,  8.0165e-02, -3.2533e-02],\n",
      "          [-7.1558e-02, -4.8992e-03, -2.1989e-02,  5.1095e-02],\n",
      "          [ 1.1488e-02, -2.1755e-02, -7.4008e-02,  5.2821e-02]],\n",
      "\n",
      "         [[ 8.2392e-04,  1.8018e-02,  1.7451e-02, -2.0018e-02],\n",
      "          [-6.2071e-02,  2.8871e-02,  6.2611e-02, -2.8139e-02],\n",
      "          [ 1.4832e-02,  3.2915e-02, -3.9888e-02, -2.4662e-02],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [ 1.5002e-02,  4.2941e-02, -8.1155e-03,  2.6138e-02]]]])\n",
      "param tensor([[[[-0.0431, -0.0448, -0.0737,  0.0316],\n",
      "          [-0.0354, -0.0097, -0.0355, -0.0025],\n",
      "          [-0.0811, -0.0177, -0.0580,  0.0167],\n",
      "          [ 0.0720,  0.0835, -0.0841,  0.0597]],\n",
      "\n",
      "         [[ 0.0256,  0.0510,  0.0824, -0.0743],\n",
      "          [-0.0026,  0.0493,  0.0875,  0.0543],\n",
      "          [ 0.0355, -0.0671,  0.0016, -0.0592],\n",
      "          [-0.0559, -0.0726, -0.0330,  0.0498]],\n",
      "\n",
      "         [[ 0.0720,  0.0271, -0.0355,  0.0450],\n",
      "          [ 0.0435, -0.0150,  0.0815, -0.0710],\n",
      "          [-0.0316, -0.0348, -0.0768,  0.0793],\n",
      "          [-0.0384, -0.0190, -0.0048,  0.0669]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 0.0832,  0.0524, -0.0371,  0.0169],\n",
      "          [ 0.0202, -0.0522, -0.0653,  0.0734],\n",
      "          [-0.0770, -0.0296,  0.0621, -0.0082],\n",
      "          [ 0.0645,  0.0768,  0.0432, -0.0883]],\n",
      "\n",
      "         [[-0.0222,  0.0860, -0.0397,  0.0143],\n",
      "          [ 0.0768,  0.0238,  0.0610,  0.0486],\n",
      "          [ 0.0371, -0.0348,  0.0862,  0.0682],\n",
      "          [ 0.0158,  0.0274,  0.0785,  0.0143]],\n",
      "\n",
      "         [[-0.0443,  0.0199,  0.0372,  0.0504],\n",
      "          [-0.0824,  0.0383,  0.0339,  0.0709],\n",
      "          [ 0.0286,  0.0741, -0.0250, -0.0204],\n",
      "          [ 0.0706, -0.0766, -0.0293, -0.0672]]],\n",
      "\n",
      "\n",
      "        [[[ 0.0471, -0.0727, -0.0377,  0.0687],\n",
      "          [ 0.0108,  0.0403,  0.0556,  0.0811],\n",
      "          [-0.0101, -0.0759,  0.0328,  0.0538],\n",
      "          [ 0.0534, -0.0130, -0.0144,  0.0026]],\n",
      "\n",
      "         [[-0.0229, -0.0070,  0.0873, -0.0682],\n",
      "          [ 0.0457, -0.0421,  0.0441, -0.0176],\n",
      "          [ 0.0066,  0.0872, -0.0798,  0.0453],\n",
      "          [-0.0505, -0.0575,  0.0611,  0.0333]],\n",
      "\n",
      "         [[ 0.0820,  0.0756, -0.0289,  0.0255],\n",
      "          [ 0.0520, -0.0065,  0.0628,  0.0041],\n",
      "          [-0.0323, -0.0670,  0.0850, -0.0602],\n",
      "          [-0.0655, -0.0367,  0.0319, -0.0091]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-0.0294,  0.0620, -0.0303, -0.0697],\n",
      "          [-0.0432, -0.0593,  0.0098, -0.0743],\n",
      "          [ 0.0632,  0.0536, -0.0233, -0.0432],\n",
      "          [-0.0313, -0.0375,  0.0489,  0.0453]],\n",
      "\n",
      "         [[-0.0854, -0.0191,  0.0099,  0.0041],\n",
      "          [-0.0553,  0.0049, -0.0479,  0.0763],\n",
      "          [-0.0801, -0.0263, -0.0106, -0.0324],\n",
      "          [ 0.0638, -0.0468, -0.0838,  0.0425]],\n",
      "\n",
      "         [[-0.0782,  0.0493,  0.0520,  0.0504],\n",
      "          [-0.0474, -0.0659, -0.0430,  0.0868],\n",
      "          [ 0.0834,  0.0240,  0.0079,  0.0265],\n",
      "          [-0.0680,  0.0030, -0.0246, -0.0673]]],\n",
      "\n",
      "\n",
      "        [[[-0.0542, -0.0676, -0.0058, -0.0186],\n",
      "          [-0.0565, -0.0401,  0.0545, -0.0478],\n",
      "          [-0.0507,  0.0782,  0.0633, -0.0814],\n",
      "          [ 0.0884,  0.0250,  0.0839,  0.0496]],\n",
      "\n",
      "         [[ 0.0026, -0.0462, -0.0736,  0.0163],\n",
      "          [ 0.0207, -0.0289, -0.0227, -0.0289],\n",
      "          [ 0.0874, -0.0836,  0.0214,  0.0581],\n",
      "          [ 0.0732,  0.0665, -0.0634, -0.0214]],\n",
      "\n",
      "         [[ 0.0733, -0.0423, -0.0526, -0.0324],\n",
      "          [ 0.0818, -0.0838,  0.0585,  0.0166],\n",
      "          [-0.0849, -0.0768, -0.0426, -0.0804],\n",
      "          [-0.0194,  0.0274,  0.0294,  0.0822]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 0.0559,  0.0879, -0.0368, -0.0038],\n",
      "          [ 0.0338, -0.0795,  0.0416, -0.0303],\n",
      "          [-0.0084, -0.0173,  0.0871,  0.0073],\n",
      "          [-0.0463, -0.0224,  0.0043,  0.0061]],\n",
      "\n",
      "         [[-0.0780, -0.0465, -0.0828, -0.0663],\n",
      "          [ 0.0292, -0.0497, -0.0817,  0.0880],\n",
      "          [-0.0671,  0.0841,  0.0871, -0.0159],\n",
      "          [-0.0593, -0.0789, -0.0039, -0.0316]],\n",
      "\n",
      "         [[-0.0224,  0.0228,  0.0474, -0.0486],\n",
      "          [-0.0402,  0.0475, -0.0168, -0.0106],\n",
      "          [ 0.0501,  0.0041,  0.0140, -0.0605],\n",
      "          [ 0.0812,  0.0132, -0.0828, -0.0760]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-0.0099, -0.0421, -0.0505,  0.0693],\n",
      "          [-0.0307, -0.0233,  0.0187,  0.0782],\n",
      "          [ 0.0454, -0.0122,  0.0038,  0.0534],\n",
      "          [ 0.0528, -0.0366,  0.0025, -0.0343]],\n",
      "\n",
      "         [[-0.0137, -0.0514,  0.0192,  0.0302],\n",
      "          [-0.0373,  0.0693,  0.0098,  0.0606],\n",
      "          [ 0.0371, -0.0218,  0.0546,  0.0512],\n",
      "          [-0.0254, -0.0755,  0.0399, -0.0018]],\n",
      "\n",
      "         [[ 0.0815,  0.0587, -0.0079,  0.0836],\n",
      "          [ 0.0687,  0.0452,  0.0181, -0.0133],\n",
      "          [-0.0541,  0.0773, -0.0698,  0.0738],\n",
      "          [-0.0328,  0.0821,  0.0202, -0.0497]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-0.0442,  0.0270,  0.0842, -0.0372],\n",
      "          [-0.0084,  0.0652,  0.0208, -0.0781],\n",
      "          [ 0.0030,  0.0667,  0.0654,  0.0065],\n",
      "          [ 0.0045,  0.0343,  0.0287, -0.0584]],\n",
      "\n",
      "         [[ 0.0339,  0.0321, -0.0169,  0.0753],\n",
      "          [-0.0514,  0.0008, -0.0224, -0.0150],\n",
      "          [-0.0352, -0.0127, -0.0387,  0.0737],\n",
      "          [-0.0797, -0.0145,  0.0085, -0.0772]],\n",
      "\n",
      "         [[-0.0118, -0.0560,  0.0865,  0.0068],\n",
      "          [ 0.0049,  0.0220, -0.0333, -0.0337],\n",
      "          [-0.0708, -0.0885,  0.0047, -0.0252],\n",
      "          [-0.0747, -0.0441,  0.0200,  0.0743]]],\n",
      "\n",
      "\n",
      "        [[[ 0.0443, -0.0810, -0.0684, -0.0345],\n",
      "          [-0.0718, -0.0646,  0.0094, -0.0128],\n",
      "          [ 0.0758,  0.0807,  0.0814, -0.0386],\n",
      "          [-0.0159, -0.0482, -0.0850,  0.0663]],\n",
      "\n",
      "         [[-0.0355, -0.0475, -0.0790, -0.0701],\n",
      "          [ 0.0470, -0.0746,  0.0564,  0.0409],\n",
      "          [-0.0438,  0.0387,  0.0034,  0.0404],\n",
      "          [-0.0723, -0.0273,  0.0751,  0.0216]],\n",
      "\n",
      "         [[ 0.0515, -0.0586,  0.0804,  0.0335],\n",
      "          [-0.0054,  0.0230,  0.0564, -0.0054],\n",
      "          [ 0.0497,  0.0433,  0.0521, -0.0131],\n",
      "          [-0.0701, -0.0249, -0.0831,  0.0340]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 0.0233,  0.0597, -0.0469, -0.0240],\n",
      "          [-0.0089,  0.0790,  0.0310, -0.0876],\n",
      "          [-0.0654, -0.0656, -0.0442, -0.0754],\n",
      "          [ 0.0379, -0.0658,  0.0845,  0.0630]],\n",
      "\n",
      "         [[ 0.0411, -0.0105, -0.0214,  0.0662],\n",
      "          [ 0.0291, -0.0667, -0.0256,  0.0195],\n",
      "          [ 0.0551,  0.0367, -0.0795, -0.0710],\n",
      "          [-0.0021,  0.0309,  0.0265, -0.0831]],\n",
      "\n",
      "         [[ 0.0460,  0.0269, -0.0048, -0.0765],\n",
      "          [-0.0660, -0.0548,  0.0712,  0.0278],\n",
      "          [ 0.0034,  0.0273, -0.0766, -0.0379],\n",
      "          [-0.0338, -0.0328,  0.0595, -0.0866]]],\n",
      "\n",
      "\n",
      "        [[[-0.0345,  0.0797, -0.0435,  0.0800],\n",
      "          [-0.0032,  0.0592,  0.0711, -0.0805],\n",
      "          [-0.0467,  0.0749, -0.0428, -0.0489],\n",
      "          [-0.0484,  0.0684,  0.0428, -0.0162]],\n",
      "\n",
      "         [[-0.0510,  0.0276, -0.0163,  0.0168],\n",
      "          [ 0.0772, -0.0172,  0.0318, -0.0138],\n",
      "          [-0.0225,  0.0488,  0.0205, -0.0295],\n",
      "          [-0.0325, -0.0697, -0.0639,  0.0688]],\n",
      "\n",
      "         [[-0.0262,  0.0634, -0.0515, -0.0027],\n",
      "          [-0.0458, -0.0698,  0.0536, -0.0820],\n",
      "          [-0.0704, -0.0380, -0.0646, -0.0107],\n",
      "          [-0.0123, -0.0487, -0.0222,  0.0666]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 0.0431,  0.0344,  0.0294,  0.0801],\n",
      "          [ 0.0334, -0.0790,  0.0665,  0.0262],\n",
      "          [-0.0022, -0.0191, -0.0378,  0.0365],\n",
      "          [-0.0266,  0.0451,  0.0846,  0.0091]],\n",
      "\n",
      "         [[ 0.0043,  0.0559, -0.0252,  0.0052],\n",
      "          [-0.0151,  0.0251,  0.0352,  0.0427],\n",
      "          [-0.0596,  0.0622,  0.0200, -0.0464],\n",
      "          [-0.0270, -0.0352, -0.0402, -0.0213]],\n",
      "\n",
      "         [[ 0.0294,  0.0455,  0.0725, -0.0439],\n",
      "          [-0.0271,  0.0828, -0.0658,  0.0290],\n",
      "          [-0.0319,  0.0421, -0.0005, -0.0113],\n",
      "          [ 0.0572,  0.0394, -0.0002,  0.0803]]]])\n",
      "v.copy tensor([[[[-0.0431, -0.0448, -0.0737,  0.0316],\n",
      "          [-0.0354, -0.0097, -0.0355, -0.0025],\n",
      "          [-0.0811, -0.0177, -0.0580,  0.0167],\n",
      "          [ 0.0720,  0.0835, -0.0841,  0.0597]],\n",
      "\n",
      "         [[ 0.0256,  0.0510,  0.0824, -0.0743],\n",
      "          [-0.0026,  0.0493,  0.0875,  0.0543],\n",
      "          [ 0.0355, -0.0671,  0.0016, -0.0592],\n",
      "          [-0.0559, -0.0726, -0.0330,  0.0498]],\n",
      "\n",
      "         [[ 0.0720,  0.0271, -0.0355,  0.0450],\n",
      "          [ 0.0435, -0.0150,  0.0815, -0.0710],\n",
      "          [-0.0316, -0.0348, -0.0768,  0.0793],\n",
      "          [-0.0384, -0.0190, -0.0048,  0.0669]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 0.0832,  0.0524, -0.0371,  0.0169],\n",
      "          [ 0.0202, -0.0522, -0.0653,  0.0734],\n",
      "          [-0.0770, -0.0296,  0.0621, -0.0082],\n",
      "          [ 0.0645,  0.0768,  0.0432, -0.0883]],\n",
      "\n",
      "         [[-0.0222,  0.0860, -0.0397,  0.0143],\n",
      "          [ 0.0768,  0.0238,  0.0610,  0.0486],\n",
      "          [ 0.0371, -0.0348,  0.0862,  0.0682],\n",
      "          [ 0.0158,  0.0274,  0.0785,  0.0143]],\n",
      "\n",
      "         [[-0.0443,  0.0199,  0.0372,  0.0504],\n",
      "          [-0.0824,  0.0383,  0.0339,  0.0709],\n",
      "          [ 0.0286,  0.0741, -0.0250, -0.0204],\n",
      "          [ 0.0706, -0.0766, -0.0293, -0.0672]]],\n",
      "\n",
      "\n",
      "        [[[ 0.0471, -0.0727, -0.0377,  0.0687],\n",
      "          [ 0.0108,  0.0403,  0.0556,  0.0811],\n",
      "          [-0.0101, -0.0759,  0.0328,  0.0538],\n",
      "          [ 0.0534, -0.0130, -0.0144,  0.0026]],\n",
      "\n",
      "         [[-0.0229, -0.0070,  0.0873, -0.0682],\n",
      "          [ 0.0457, -0.0421,  0.0441, -0.0176],\n",
      "          [ 0.0066,  0.0872, -0.0798,  0.0453],\n",
      "          [-0.0505, -0.0575,  0.0611,  0.0333]],\n",
      "\n",
      "         [[ 0.0820,  0.0756, -0.0289,  0.0255],\n",
      "          [ 0.0520, -0.0065,  0.0628,  0.0041],\n",
      "          [-0.0323, -0.0670,  0.0850, -0.0602],\n",
      "          [-0.0655, -0.0367,  0.0319, -0.0091]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-0.0294,  0.0620, -0.0303, -0.0697],\n",
      "          [-0.0432, -0.0593,  0.0098, -0.0743],\n",
      "          [ 0.0632,  0.0536, -0.0233, -0.0432],\n",
      "          [-0.0313, -0.0375,  0.0489,  0.0453]],\n",
      "\n",
      "         [[-0.0854, -0.0191,  0.0099,  0.0041],\n",
      "          [-0.0553,  0.0049, -0.0479,  0.0763],\n",
      "          [-0.0801, -0.0263, -0.0106, -0.0324],\n",
      "          [ 0.0638, -0.0468, -0.0838,  0.0425]],\n",
      "\n",
      "         [[-0.0782,  0.0493,  0.0520,  0.0504],\n",
      "          [-0.0474, -0.0659, -0.0430,  0.0868],\n",
      "          [ 0.0834,  0.0240,  0.0079,  0.0265],\n",
      "          [-0.0680,  0.0030, -0.0246, -0.0673]]],\n",
      "\n",
      "\n",
      "        [[[-0.0542, -0.0676, -0.0058, -0.0186],\n",
      "          [-0.0565, -0.0401,  0.0545, -0.0478],\n",
      "          [-0.0507,  0.0782,  0.0633, -0.0814],\n",
      "          [ 0.0884,  0.0250,  0.0839,  0.0496]],\n",
      "\n",
      "         [[ 0.0026, -0.0462, -0.0736,  0.0163],\n",
      "          [ 0.0207, -0.0289, -0.0227, -0.0289],\n",
      "          [ 0.0874, -0.0836,  0.0214,  0.0581],\n",
      "          [ 0.0732,  0.0665, -0.0634, -0.0214]],\n",
      "\n",
      "         [[ 0.0733, -0.0423, -0.0526, -0.0324],\n",
      "          [ 0.0818, -0.0838,  0.0585,  0.0166],\n",
      "          [-0.0849, -0.0768, -0.0426, -0.0804],\n",
      "          [-0.0194,  0.0274,  0.0294,  0.0822]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 0.0559,  0.0879, -0.0368, -0.0038],\n",
      "          [ 0.0338, -0.0795,  0.0416, -0.0303],\n",
      "          [-0.0084, -0.0173,  0.0871,  0.0073],\n",
      "          [-0.0463, -0.0224,  0.0043,  0.0061]],\n",
      "\n",
      "         [[-0.0780, -0.0465, -0.0828, -0.0663],\n",
      "          [ 0.0292, -0.0497, -0.0817,  0.0880],\n",
      "          [-0.0671,  0.0841,  0.0871, -0.0159],\n",
      "          [-0.0593, -0.0789, -0.0039, -0.0316]],\n",
      "\n",
      "         [[-0.0224,  0.0228,  0.0474, -0.0486],\n",
      "          [-0.0402,  0.0475, -0.0168, -0.0106],\n",
      "          [ 0.0501,  0.0041,  0.0140, -0.0605],\n",
      "          [ 0.0812,  0.0132, -0.0828, -0.0760]]],\n",
      "\n",
      "\n",
      "        ...,\n",
      "\n",
      "\n",
      "        [[[-0.0099, -0.0421, -0.0505,  0.0693],\n",
      "          [-0.0307, -0.0233,  0.0187,  0.0782],\n",
      "          [ 0.0454, -0.0122,  0.0038,  0.0534],\n",
      "          [ 0.0528, -0.0366,  0.0025, -0.0343]],\n",
      "\n",
      "         [[-0.0137, -0.0514,  0.0192,  0.0302],\n",
      "          [-0.0373,  0.0693,  0.0098,  0.0606],\n",
      "          [ 0.0371, -0.0218,  0.0546,  0.0512],\n",
      "          [-0.0254, -0.0755,  0.0399, -0.0018]],\n",
      "\n",
      "         [[ 0.0815,  0.0587, -0.0079,  0.0836],\n",
      "          [ 0.0687,  0.0452,  0.0181, -0.0133],\n",
      "          [-0.0541,  0.0773, -0.0698,  0.0738],\n",
      "          [-0.0328,  0.0821,  0.0202, -0.0497]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[-0.0442,  0.0270,  0.0842, -0.0372],\n",
      "          [-0.0084,  0.0652,  0.0208, -0.0781],\n",
      "          [ 0.0030,  0.0667,  0.0654,  0.0065],\n",
      "          [ 0.0045,  0.0343,  0.0287, -0.0584]],\n",
      "\n",
      "         [[ 0.0339,  0.0321, -0.0169,  0.0753],\n",
      "          [-0.0514,  0.0008, -0.0224, -0.0150],\n",
      "          [-0.0352, -0.0127, -0.0387,  0.0737],\n",
      "          [-0.0797, -0.0145,  0.0085, -0.0772]],\n",
      "\n",
      "         [[-0.0118, -0.0560,  0.0865,  0.0068],\n",
      "          [ 0.0049,  0.0220, -0.0333, -0.0337],\n",
      "          [-0.0708, -0.0885,  0.0047, -0.0252],\n",
      "          [-0.0747, -0.0441,  0.0200,  0.0743]]],\n",
      "\n",
      "\n",
      "        [[[ 0.0443, -0.0810, -0.0684, -0.0345],\n",
      "          [-0.0718, -0.0646,  0.0094, -0.0128],\n",
      "          [ 0.0758,  0.0807,  0.0814, -0.0386],\n",
      "          [-0.0159, -0.0482, -0.0850,  0.0663]],\n",
      "\n",
      "         [[-0.0355, -0.0475, -0.0790, -0.0701],\n",
      "          [ 0.0470, -0.0746,  0.0564,  0.0409],\n",
      "          [-0.0438,  0.0387,  0.0034,  0.0404],\n",
      "          [-0.0723, -0.0273,  0.0751,  0.0216]],\n",
      "\n",
      "         [[ 0.0515, -0.0586,  0.0804,  0.0335],\n",
      "          [-0.0054,  0.0230,  0.0564, -0.0054],\n",
      "          [ 0.0497,  0.0433,  0.0521, -0.0131],\n",
      "          [-0.0701, -0.0249, -0.0831,  0.0340]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 0.0233,  0.0597, -0.0469, -0.0240],\n",
      "          [-0.0089,  0.0790,  0.0310, -0.0876],\n",
      "          [-0.0654, -0.0656, -0.0442, -0.0754],\n",
      "          [ 0.0379, -0.0658,  0.0845,  0.0630]],\n",
      "\n",
      "         [[ 0.0411, -0.0105, -0.0214,  0.0662],\n",
      "          [ 0.0291, -0.0667, -0.0256,  0.0195],\n",
      "          [ 0.0551,  0.0367, -0.0795, -0.0710],\n",
      "          [-0.0021,  0.0309,  0.0265, -0.0831]],\n",
      "\n",
      "         [[ 0.0460,  0.0269, -0.0048, -0.0765],\n",
      "          [-0.0660, -0.0548,  0.0712,  0.0278],\n",
      "          [ 0.0034,  0.0273, -0.0766, -0.0379],\n",
      "          [-0.0338, -0.0328,  0.0595, -0.0866]]],\n",
      "\n",
      "\n",
      "        [[[-0.0345,  0.0797, -0.0435,  0.0800],\n",
      "          [-0.0032,  0.0592,  0.0711, -0.0805],\n",
      "          [-0.0467,  0.0749, -0.0428, -0.0489],\n",
      "          [-0.0484,  0.0684,  0.0428, -0.0162]],\n",
      "\n",
      "         [[-0.0510,  0.0276, -0.0163,  0.0168],\n",
      "          [ 0.0772, -0.0172,  0.0318, -0.0138],\n",
      "          [-0.0225,  0.0488,  0.0205, -0.0295],\n",
      "          [-0.0325, -0.0697, -0.0639,  0.0688]],\n",
      "\n",
      "         [[-0.0262,  0.0634, -0.0515, -0.0027],\n",
      "          [-0.0458, -0.0698,  0.0536, -0.0820],\n",
      "          [-0.0704, -0.0380, -0.0646, -0.0107],\n",
      "          [-0.0123, -0.0487, -0.0222,  0.0666]],\n",
      "\n",
      "         ...,\n",
      "\n",
      "         [[ 0.0431,  0.0344,  0.0294,  0.0801],\n",
      "          [ 0.0334, -0.0790,  0.0665,  0.0262],\n",
      "          [-0.0022, -0.0191, -0.0378,  0.0365],\n",
      "          [-0.0266,  0.0451,  0.0846,  0.0091]],\n",
      "\n",
      "         [[ 0.0043,  0.0559, -0.0252,  0.0052],\n",
      "          [-0.0151,  0.0251,  0.0352,  0.0427],\n",
      "          [-0.0596,  0.0622,  0.0200, -0.0464],\n",
      "          [-0.0270, -0.0352, -0.0402, -0.0213]],\n",
      "\n",
      "         [[ 0.0294,  0.0455,  0.0725, -0.0439],\n",
      "          [-0.0271,  0.0828, -0.0658,  0.0290],\n",
      "          [-0.0319,  0.0421, -0.0005, -0.0113],\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          [ 0.0572,  0.0394, -0.0002,  0.0803]]]])\n",
      "k CCN.de_stage_2.4.bias\n",
      "v tensor([-0.0643,  0.0668, -0.0768, -0.0617,  0.0344,  0.0469, -0.0590,  0.0290])\n",
      "param tensor([ 0.0790, -0.0638,  0.0371, -0.0066, -0.0715, -0.0698, -0.0780, -0.0195])\n",
      "v.copy tensor([ 0.0790, -0.0638,  0.0371, -0.0066, -0.0715, -0.0698, -0.0780, -0.0195])\n",
      "k CCN.de_stage_2.5.weight\n",
      "v tensor([0.2500])\n",
      "param tensor([0.2479])\n",
      "v.copy tensor([0.2479])\n",
      "k CCN.de_stage_2.6.conv.weight\n",
      "v tensor([[[[ 0.3136]],\n",
      "\n",
      "         [[-0.3004]],\n",
      "\n",
      "         [[ 0.1333]],\n",
      "\n",
      "         [[ 0.0602]],\n",
      "\n",
      "         [[ 0.0073]],\n",
      "\n",
      "         [[ 0.2097]],\n",
      "\n",
      "         [[ 0.1698]],\n",
      "\n",
      "         [[ 0.2027]]]])\n",
      "param tensor([[[[ 0.0082]],\n",
      "\n",
      "         [[ 0.0034]],\n",
      "\n",
      "         [[ 0.0067]],\n",
      "\n",
      "         [[-0.0015]],\n",
      "\n",
      "         [[-0.0332]],\n",
      "\n",
      "         [[ 0.0089]],\n",
      "\n",
      "         [[ 0.0079]],\n",
      "\n",
      "         [[ 0.0031]]]])\n",
      "v.copy tensor([[[[ 0.0082]],\n",
      "\n",
      "         [[ 0.0034]],\n",
      "\n",
      "         [[ 0.0067]],\n",
      "\n",
      "         [[-0.0015]],\n",
      "\n",
      "         [[-0.0332]],\n",
      "\n",
      "         [[ 0.0089]],\n",
      "\n",
      "         [[ 0.0079]],\n",
      "\n",
      "         [[ 0.0031]]]])\n",
      "k CCN.de_stage_2.6.conv.bias\n",
      "v tensor([-0.0857])\n",
      "param tensor([0.0005])\n",
      "v.copy tensor([0.0005])\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "CrowdCounter(\n",
       "  (CCN): CMTL(\n",
       "    (base_layer): Sequential(\n",
       "      (0): Conv2d(\n",
       "        (conv): Conv2d(1, 16, kernel_size=(9, 9), stride=(1, 1), padding=(4, 4))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "      (1): Conv2d(\n",
       "        (conv): Conv2d(16, 32, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "    )\n",
       "    (hl_prior_1): Sequential(\n",
       "      (0): Conv2d(\n",
       "        (conv): Conv2d(32, 16, kernel_size=(9, 9), stride=(1, 1), padding=(4, 4))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "      (1): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
       "      (2): Conv2d(\n",
       "        (conv): Conv2d(16, 32, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "      (3): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
       "      (4): Conv2d(\n",
       "        (conv): Conv2d(32, 16, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "      (5): Conv2d(\n",
       "        (conv): Conv2d(16, 8, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "    )\n",
       "    (hl_prior_2): Sequential(\n",
       "      (0): AdaptiveMaxPool2d(output_size=(32, 32))\n",
       "      (1): Conv2d(\n",
       "        (conv): Conv2d(8, 4, kernel_size=(1, 1), stride=(1, 1))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "    )\n",
       "    (hl_prior_fc1): FC(\n",
       "      (fc): Linear(in_features=4096, out_features=512, bias=True)\n",
       "      (relu): PReLU(num_parameters=1)\n",
       "    )\n",
       "    (hl_prior_fc2): FC(\n",
       "      (fc): Linear(in_features=512, out_features=256, bias=True)\n",
       "      (relu): PReLU(num_parameters=1)\n",
       "    )\n",
       "    (hl_prior_fc3): FC(\n",
       "      (fc): Linear(in_features=256, out_features=10, bias=True)\n",
       "      (relu): PReLU(num_parameters=1)\n",
       "    )\n",
       "    (de_stage_1): Sequential(\n",
       "      (0): Conv2d(\n",
       "        (conv): Conv2d(32, 20, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "      (1): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
       "      (2): Conv2d(\n",
       "        (conv): Conv2d(20, 40, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "      (3): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
       "      (4): Conv2d(\n",
       "        (conv): Conv2d(40, 20, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "      (5): Conv2d(\n",
       "        (conv): Conv2d(20, 10, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "    )\n",
       "    (de_stage_2): Sequential(\n",
       "      (0): Conv2d(\n",
       "        (conv): Conv2d(18, 24, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "      (1): Conv2d(\n",
       "        (conv): Conv2d(24, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
       "        (relu): PReLU(num_parameters=1)\n",
       "      )\n",
       "      (2): ConvTranspose2d(32, 16, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
       "      (3): PReLU(num_parameters=1)\n",
       "      (4): ConvTranspose2d(16, 8, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
       "      (5): PReLU(num_parameters=1)\n",
       "      (6): Conv2d(\n",
       "        (conv): Conv2d(8, 1, kernel_size=(1, 1), stride=(1, 1))\n",
       "        (relu): ReLU(inplace)\n",
       "      )\n",
       "    )\n",
       "  )\n",
       "  (loss_mse_fn): MSELoss()\n",
       "  (loss_bce_fn): BCELoss()\n",
       ")"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "net = CrowdCounter()\n",
    "trained_model = os.path.join(model_path)\n",
    "network.load_net(trained_model, net)\n",
    "net.cuda()\n",
    "net.eval()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "img_path = \"/Users/iPrince/Pictures/Camera Roll/test_img.jpg\"\n",
    "img = cv2.imread(img_path,0)\n",
    "img = img.astype(np.float32, copy = False)\n",
    "ht = img.shape[0]\n",
    "wd = img.shape[1]\n",
    "ht_1 = int(ht/4)*4\n",
    "wd_1 = int(wd/4)*4\n",
    "img = cv2.resize(img,(wd_1,ht_1))\n",
    "img = img.reshape((1,1,img.shape[0],img.shape[1]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "density_map = net(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "density_map = density_map.data.cpu().numpy()\n",
    "et_count = np.sum(density_map)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1619.4146\n"
     ]
    }
   ],
   "source": [
    "print(et_count)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "from src import utils\n",
    "output_dir = '/Users/iPrince/Downloads/Crowd Estimation using CCMTL'\n",
    "utils.save_density_map(density_map, output_dir, 'output_test_img' + 'test_img' + '.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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