Values from scratch:
tensor([[[[-0.2397, -0.1674,  0.0063,  ...,  0.9702, -0.1103, -0.1638],
          [ 1.0762,  0.5125, -0.0640,  ..., -1.4891,  0.9598, -1.3734],
          [ 1.0566,  0.5818,  0.0575,  ...,  0.2246,  0.7440, -0.7158],
          [ 0.2191,  0.0880, -0.0543,  ...,  0.4256,  1.6833, -1.0516],
          [-0.8880, -0.0414,  0.2651,  ...,  1.0584,  1.3215, -1.1154]],

         [[-0.0137,  0.1057,  0.2624,  ..., -0.0897,  0.2486, -0.1445],
          [ 0.2086, -0.9829,  0.0481,  ..., -1.3851, -1.1992, -0.9012],
          [-0.8142, -1.0382,  0.5577,  ..., -0.6967, -0.7736, -0.4535],
          [-0.8496, -0.8167, -0.1599,  ..., -1.6348, -0.3321, -1.1246],
          [-0.6680,  0.1334, -0.6184,  ..., -0.8248, -1.7587, -0.7681]],

         [[-0.0067, -0.0326,  0.0100,  ...,  0.1940, -0.0851,  1.7091],
          [-0.1454,  0.1111, -0.1448,  ..., -1.4818, -0.5565,  2.3723],
          [ 0.0438,  0.4126, -0.3324,  ..., -1.5145, -0.0677,  1.8272],
          [-0.3756,  0.7345, -0.3415,  ..., -0.9065, -0.4041,  0.9544],
          [-0.2744,  0.4029, -0.2700,  ..., -1.8705,  0.5192,  1.3396]],

         ...,

         [[ 0.2485, -0.2660, -0.1939,  ..., -0.8308,  0.5549, -1.5812],
          [-1.2001, -0.9177, -0.5092,  ..., -1.1913,  0.8377, -1.5706],
          [ 0.2222, -0.2987, -0.4615,  ..., -0.2605,  1.0258, -0.9244],
          [ 0.8621, -0.0878, -1.2311,  ..., -0.3520,  1.1544, -2.2605],
          [ 1.5654,  0.5991, -1.0184,  ..., -0.3832,  0.0689, -1.4749]],

         [[ 0.0244,  0.0169,  0.0089,  ...,  0.3559,  0.4808, -0.4595],
          [-0.9403, -0.4794,  0.2182,  ...,  2.4637,  0.5082, -0.8338],
          [-1.1676,  0.0504,  0.3378,  ...,  2.4171,  0.5810,  0.4599],
          [-1.7303,  0.5822,  0.8606,  ...,  1.8605, -0.4247,  0.1418],
          [ 0.1998, -0.2358,  1.4686,  ...,  3.0411, -0.9762,  0.5075]],

         [[ 0.1468,  0.0528,  0.1433,  ...,  0.7412, -0.7178,  0.1549],
          [-1.5933,  1.0906, -0.5065,  ..., -0.2212, -1.7524,  0.1840],
          [-2.4377,  0.1727, -0.0086,  ...,  0.4262, -1.7851, -0.1400],
          [-1.4720, -2.3174,  0.9361,  ...,  0.7238, -0.7758, -0.8031],
          [ 0.9055, -1.6530,  0.4437,  ...,  0.9256, -1.9700, -0.2862]]]],
       grad_fn=<AddBackward0>)

Values obtained from model:
tensor([[[[-0.2416, -0.1665,  0.0057,  ...,  0.9715, -0.1092, -0.1620],
          [ 1.0636,  0.5105, -0.0708,  ..., -1.4807,  0.9669, -1.3616],
          [ 1.0555,  0.5686,  0.0482,  ...,  0.2375,  0.7552, -0.6973],
          [ 0.2290,  0.0806, -0.0559,  ...,  0.4324,  1.6892, -1.0418],
          [-0.8759, -0.0442,  0.2679,  ...,  1.0657,  1.3279, -1.1048]],

         [[-0.0126,  0.1045,  0.2633,  ..., -0.0905,  0.2492, -0.1397],
          [ 0.2177, -0.9963,  0.0456,  ..., -1.3899, -1.1954, -0.8692],
          [-0.8102, -1.0530,  0.5428,  ..., -0.7043, -0.7676, -0.4031],
          [-0.8550, -0.8158, -0.1693,  ..., -1.6389, -0.3290, -1.0977],
          [-0.6764,  0.1432, -0.6247,  ..., -0.8293, -1.7552, -0.7393]],

         [[-0.0071, -0.0344,  0.0111,  ...,  0.1964, -0.0838,  1.7061],
          [-0.1480,  0.1018, -0.1430,  ..., -1.4655, -0.5473,  2.3523],
          [ 0.0430,  0.4123, -0.3394,  ..., -1.4886, -0.0534,  1.7956],
          [-0.3737,  0.7421, -0.3484,  ..., -0.8929, -0.3964,  0.9378],
          [-0.2718,  0.4135, -0.2769,  ..., -1.8558,  0.5274,  1.3217]],

         ...,

         [[ 0.2505, -0.2647, -0.1943,  ..., -0.8317,  0.5562, -1.5795],
          [-1.1922, -0.9150, -0.5043,  ..., -1.1968,  0.8461, -1.5592],
          [ 0.2144, -0.3063, -0.4463,  ..., -0.2694,  1.0388, -0.9065],
          [ 0.8511, -0.0953, -1.2232,  ..., -0.3567,  1.1613, -2.2510],
          [ 1.5570,  0.5931, -1.0148,  ..., -0.3883,  0.0765, -1.4647]],

         [[ 0.0257,  0.0167,  0.0082,  ...,  0.3580,  0.4794, -0.4596],
          [-0.9248, -0.4891,  0.2063,  ...,  2.4776,  0.4987, -0.8342],
          [-1.1547,  0.0317,  0.3176,  ...,  2.4388,  0.5660,  0.4589],
          [-1.7359,  0.5775,  0.8548,  ...,  1.8722, -0.4325,  0.1413],
          [ 0.1860, -0.2316,  1.4709,  ...,  3.0536, -0.9846,  0.5070]],

         [[ 0.1486,  0.0554,  0.1439,  ...,  0.7418, -0.7192,  0.1556],
          [-1.5888,  1.1119, -0.5095,  ..., -0.2173, -1.7618,  0.1883],
          [-2.4480,  0.1895, -0.0218,  ...,  0.4323, -1.7997, -0.1331],
          [-1.4819, -2.3235,  0.9283,  ...,  0.7271, -0.7838, -0.7994],
          [ 0.9002, -1.6713,  0.4391,  ...,  0.9291, -1.9785, -0.2822]]]],
       grad_fn=<AddBackward0>)