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Training Results - Epoch: 0 Metrics: mse: 78.646, avep: 0.568, top5: 0.356, frac_mc: 0.540, top1: 0.225, mae: 7.847, loss: 550.207

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Validation Results - Epoch: 0 Metrics: mse: 77.438, avep: 0.561, top5: 0.340, frac_mc: 0.528, top1: 0.208, mae: 7.817, loss: 567.493


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Training Results - Epoch: 1 Metrics: mse: 37.652, avep: 0.941, top5: 0.947, frac_mc: 0.890, top1: 0.973, mae: 4.632, loss: 102.513

                                                                        

ITERATION - loss: 60.93:   0%|          | 0/63 [00:18<00:07,  8.28it/s]
                                                                       

Validation Results - Epoch: 1 Metrics: mse: 36.581, avep: 0.940, top5: 0.943, frac_mc: 0.888, top1: 0.978, mae: 4.602, loss: 100.184

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Training Results - Epoch: 2 Metrics: mse: 33.458, avep: 0.944, top5: 0.952, frac_mc: 0.890, top1: 0.979, mae: 4.207, loss: 85.228

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Validation Results - Epoch: 2 Metrics: mse: 32.384, avep: 0.942, top5: 0.950, frac_mc: 0.883, top1: 0.980, mae: 4.176, loss: 84.618

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Training Results - Epoch: 3 Metrics: mse: 42.128, avep: 0.948, top5: 0.956, frac_mc: 0.895, top1: 0.980, mae: 5.077, loss: 84.350

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Validation Results - Epoch: 3 Metrics: mse: 40.996, avep: 0.945, top5: 0.953, frac_mc: 0.892, top1: 0.978, mae: 5.045, loss: 83.177

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Training Results - Epoch: 4 Metrics: mse: 41.275, avep: 0.943, top5: 0.951, frac_mc: 0.888, top1: 0.979, mae: 5.021, loss: 89.616

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Validation Results - Epoch: 4 Metrics: mse: 40.153, avep: 0.941, top5: 0.950, frac_mc: 0.884, top1: 0.976, mae: 4.987, loss: 90.668

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Training Results - Epoch: 5 Metrics: mse: 18.531, avep: 0.944, top5: 0.951, frac_mc: 0.890, top1: 0.978, mae: 3.723, loss: 161.675

ITERATION - loss: 90.23:   0%|          | 0/63 [01:12<00:06,  9.12it/s]
                                                                       

Validation Results - Epoch: 5 Metrics: mse: 17.300, avep: 0.941, top5: 0.951, frac_mc: 0.884, top1: 0.980, mae: 3.625, loss: 156.662

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Training Results - Epoch: 6 Metrics: mse: 352.572, avep: 0.933, top5: 0.941, frac_mc: 0.876, top1: 0.974, mae: 18.279, loss: 279.569

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Validation Results - Epoch: 6 Metrics: mse: 348.456, avep: 0.930, top5: 0.935, frac_mc: 0.868, top1: 0.978, mae: 18.209, loss: 280.709

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ITERATION - loss: 46.33: 100%|██████████| 63/63 [01:33<00:00,  8.73it/s] 
                                                                        

Training Results - Epoch: 7 Metrics: mse: 147.618, avep: 0.935, top5: 0.943, frac_mc: 0.878, top1: 0.977, mae: 9.678, loss: 117.622

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Validation Results - Epoch: 7 Metrics: mse: 132.958, avep: 0.930, top5: 0.939, frac_mc: 0.872, top1: 0.968, mae: 9.570, loss: 120.002

                                                                       

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ITERATION - loss: 225.50:  95%|█████████▌| 60/63 [01:46<00:00,  8.99it/s]
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Training Results - Epoch: 8 Metrics: mse: 184.688, avep: 0.937, top5: 0.944, frac_mc: 0.881, top1: 0.976, mae: 11.296, loss: 110.547

                                                                        

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Validation Results - Epoch: 8 Metrics: mse: 166.808, avep: 0.934, top5: 0.939, frac_mc: 0.875, top1: 0.978, mae: 11.165, loss: 110.550

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Training Results - Epoch: 9 Metrics: mse: 160.676, avep: 0.942, top5: 0.950, frac_mc: 0.887, top1: 0.980, mae: 10.891, loss: 89.198

                                                                       

Validation Results - Epoch: 9 Metrics: mse: 147.421, avep: 0.938, top5: 0.946, frac_mc: 0.880, top1: 0.978, mae: 10.761, loss: 87.131

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Training Results - Epoch: 10 Metrics: mse: 164.470, avep: 0.942, top5: 0.950, frac_mc: 0.887, top1: 0.979, mae: 11.083, loss: 87.337

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Validation Results - Epoch: 10 Metrics: mse: 151.289, avep: 0.938, top5: 0.946, frac_mc: 0.881, top1: 0.978, mae: 10.953, loss: 84.656

                                                                       

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Training Results - Epoch: 11 Metrics: mse: 154.887, avep: 0.943, top5: 0.950, frac_mc: 0.888, top1: 0.980, mae: 10.668, loss: 85.386

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Validation Results - Epoch: 11 Metrics: mse: 141.920, avep: 0.939, top5: 0.948, frac_mc: 0.883, top1: 0.976, mae: 10.537, loss: 82.859

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Training Results - Epoch: 12 Metrics: mse: 159.712, avep: 0.944, top5: 0.951, frac_mc: 0.891, top1: 0.977, mae: 10.944, loss: 84.478


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Validation Results - Epoch: 12 Metrics: mse: 147.099, avep: 0.940, top5: 0.948, frac_mc: 0.885, top1: 0.978, mae: 10.814, loss: 81.426

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Training Results - Epoch: 13 Metrics: mse: 151.014, avep: 0.945, top5: 0.953, frac_mc: 0.893, top1: 0.978, mae: 10.565, loss: 81.083

                                                                        

ITERATION - loss: 26.22:   0%|          | 0/63 [03:00<00:06,  9.06it/s]
                                                                       

Validation Results - Epoch: 13 Metrics: mse: 138.632, avep: 0.942, top5: 0.949, frac_mc: 0.887, top1: 0.976, mae: 10.435, loss: 78.435

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Training Results - Epoch: 14 Metrics: mse: 141.835, avep: 0.947, top5: 0.954, frac_mc: 0.893, top1: 0.981, mae: 10.122, loss: 80.951

ITERATION - loss: 99.00:   0%|          | 0/63 [03:13<00:07,  8.96it/s]
                                                                       

Validation Results - Epoch: 14 Metrics: mse: 129.427, avep: 0.943, top5: 0.952, frac_mc: 0.888, top1: 0.980, mae: 9.989, loss: 79.439

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Training Results - Epoch: 15 Metrics: mse: 150.424, avep: 0.948, top5: 0.955, frac_mc: 0.896, top1: 0.981, mae: 10.530, loss: 76.537

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Validation Results - Epoch: 15 Metrics: mse: 137.881, avep: 0.945, top5: 0.953, frac_mc: 0.891, top1: 0.980, mae: 10.397, loss: 73.992

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Training Results - Epoch: 16 Metrics: mse: 135.856, avep: 0.948, top5: 0.955, frac_mc: 0.896, top1: 0.981, mae: 9.741, loss: 78.059

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Validation Results - Epoch: 16 Metrics: mse: 122.747, avep: 0.945, top5: 0.952, frac_mc: 0.891, top1: 0.978, mae: 9.602, loss: 75.649

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Training Results - Epoch: 17 Metrics: mse: 133.888, avep: 0.949, top5: 0.956, frac_mc: 0.896, top1: 0.981, mae: 9.604, loss: 77.018

ITERATION - loss: 29.72:   0%|          | 0/63 [03:53<00:06,  9.22it/s]
                                                                       

Validation Results - Epoch: 17 Metrics: mse: 120.515, avep: 0.945, top5: 0.952, frac_mc: 0.892, top1: 0.978, mae: 9.464, loss: 75.109

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Training Results - Epoch: 18 Metrics: mse: 136.449, avep: 0.949, top5: 0.956, frac_mc: 0.898, top1: 0.981, mae: 9.695, loss: 78.013

                                                                        

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Validation Results - Epoch: 18 Metrics: mse: 122.591, avep: 0.945, top5: 0.954, frac_mc: 0.892, top1: 0.976, mae: 9.549, loss: 74.701

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Training Results - Epoch: 19 Metrics: mse: 137.721, avep: 0.949, top5: 0.956, frac_mc: 0.898, top1: 0.981, mae: 9.738, loss: 75.161

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Validation Results - Epoch: 19 Metrics: mse: 123.772, avep: 0.946, top5: 0.953, frac_mc: 0.893, top1: 0.982, mae: 9.595, loss: 72.697

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Training Results - Epoch: 20 Metrics: mse: 127.711, avep: 0.948, top5: 0.956, frac_mc: 0.896, top1: 0.981, mae: 9.192, loss: 78.291

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Validation Results - Epoch: 20 Metrics: mse: 113.670, avep: 0.945, top5: 0.954, frac_mc: 0.892, top1: 0.976, mae: 9.047, loss: 75.475


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Training Results - Epoch: 21 Metrics: mse: 153.871, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.982, mae: 10.491, loss: 75.312

ITERATION - loss: 31.06:   0%|          | 0/63 [04:47<00:07,  8.55it/s]
                                                                       

Validation Results - Epoch: 21 Metrics: mse: 139.382, avep: 0.947, top5: 0.952, frac_mc: 0.897, top1: 0.982, mae: 10.347, loss: 71.470

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Training Results - Epoch: 22 Metrics: mse: 134.155, avep: 0.950, top5: 0.957, frac_mc: 0.899, top1: 0.982, mae: 9.496, loss: 77.115

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Validation Results - Epoch: 22 Metrics: mse: 119.691, avep: 0.946, top5: 0.952, frac_mc: 0.892, top1: 0.978, mae: 9.348, loss: 75.262

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Training Results - Epoch: 23 Metrics: mse: 141.960, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.981, mae: 9.809, loss: 76.688

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Validation Results - Epoch: 23 Metrics: mse: 126.789, avep: 0.947, top5: 0.952, frac_mc: 0.897, top1: 0.980, mae: 9.659, loss: 72.612

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Training Results - Epoch: 24 Metrics: mse: 139.776, avep: 0.950, top5: 0.956, frac_mc: 0.900, top1: 0.981, mae: 9.627, loss: 73.973

ITERATION - loss: 42.57:   0%|          | 0/63 [05:28<00:06,  9.00it/s]
                                                                       

Validation Results - Epoch: 24 Metrics: mse: 124.078, avep: 0.947, top5: 0.952, frac_mc: 0.895, top1: 0.980, mae: 9.477, loss: 70.418

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Training Results - Epoch: 25 Metrics: mse: 135.211, avep: 0.951, top5: 0.957, frac_mc: 0.900, top1: 0.983, mae: 9.371, loss: 72.010

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Validation Results - Epoch: 25 Metrics: mse: 119.517, avep: 0.948, top5: 0.952, frac_mc: 0.896, top1: 0.982, mae: 9.221, loss: 68.706

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Training Results - Epoch: 26 Metrics: mse: 156.225, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.980, mae: 10.408, loss: 73.774

ITERATION - loss: 76.30:   0%|          | 0/63 [05:55<00:07,  8.22it/s]
                                                                       

Validation Results - Epoch: 26 Metrics: mse: 140.123, avep: 0.947, top5: 0.953, frac_mc: 0.895, top1: 0.978, mae: 10.258, loss: 70.813

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ITERATION - loss: 47.81:  97%|█████████▋| 61/63 [06:04<00:00,  8.68it/s]
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ITERATION - loss: 77.62: 100%|██████████| 63/63 [06:04<00:00,  8.64it/s] 
                                                                        

Training Results - Epoch: 27 Metrics: mse: 135.448, avep: 0.950, top5: 0.956, frac_mc: 0.900, top1: 0.982, mae: 9.358, loss: 75.333

ITERATION - loss: 77.62:   0%|          | 0/63 [06:09<00:07,  8.64it/s]
                                                                       

Validation Results - Epoch: 27 Metrics: mse: 119.417, avep: 0.946, top5: 0.951, frac_mc: 0.896, top1: 0.976, mae: 9.204, loss: 72.344

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Training Results - Epoch: 28 Metrics: mse: 123.319, avep: 0.948, top5: 0.956, frac_mc: 0.898, top1: 0.978, mae: 8.694, loss: 85.045

ITERATION - loss: 68.55:   0%|          | 0/63 [06:23<00:08,  7.79it/s]
                                                                       

Validation Results - Epoch: 28 Metrics: mse: 107.569, avep: 0.944, top5: 0.951, frac_mc: 0.892, top1: 0.968, mae: 8.541, loss: 83.021

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Training Results - Epoch: 29 Metrics: mse: 147.363, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.021, loss: 72.724

                                                                       

Validation Results - Epoch: 29 Metrics: mse: 131.566, avep: 0.948, top5: 0.952, frac_mc: 0.897, top1: 0.978, mae: 9.869, loss: 69.013

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Training Results - Epoch: 30 Metrics: mse: 157.870, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.461, loss: 74.873

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Validation Results - Epoch: 30 Metrics: mse: 141.544, avep: 0.947, top5: 0.953, frac_mc: 0.896, top1: 0.980, mae: 10.308, loss: 70.194

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Training Results - Epoch: 31 Metrics: mse: 169.327, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.980, mae: 10.930, loss: 74.485

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Validation Results - Epoch: 31 Metrics: mse: 152.354, avep: 0.947, top5: 0.954, frac_mc: 0.897, top1: 0.980, mae: 10.778, loss: 70.512

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Training Results - Epoch: 32 Metrics: mse: 152.880, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.980, mae: 10.171, loss: 72.056

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Validation Results - Epoch: 32 Metrics: mse: 136.102, avep: 0.948, top5: 0.954, frac_mc: 0.899, top1: 0.978, mae: 10.017, loss: 69.701

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Training Results - Epoch: 33 Metrics: mse: 152.907, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.980, mae: 10.161, loss: 70.307

ITERATION - loss: 92.91:   0%|          | 0/63 [07:29<00:06, 10.01it/s]
                                                                       

Validation Results - Epoch: 33 Metrics: mse: 136.092, avep: 0.948, top5: 0.955, frac_mc: 0.897, top1: 0.978, mae: 10.007, loss: 67.945

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Training Results - Epoch: 34 Metrics: mse: 152.377, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.980, mae: 10.124, loss: 71.395

ITERATION - loss: 12.35:   0%|          | 0/63 [07:42<00:06,  9.07it/s]
                                                                       

Validation Results - Epoch: 34 Metrics: mse: 135.444, avep: 0.948, top5: 0.955, frac_mc: 0.897, top1: 0.978, mae: 9.969, loss: 69.131

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Training Results - Epoch: 35 Metrics: mse: 158.520, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.981, mae: 10.408, loss: 71.977

ITERATION - loss: 36.29:   0%|          | 0/63 [07:55<00:07,  8.51it/s]
                                                                       

Validation Results - Epoch: 35 Metrics: mse: 141.440, avep: 0.947, top5: 0.953, frac_mc: 0.896, top1: 0.976, mae: 10.254, loss: 68.606

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Training Results - Epoch: 36 Metrics: mse: 166.680, avep: 0.952, top5: 0.958, frac_mc: 0.902, top1: 0.981, mae: 10.804, loss: 73.891

                                                                       

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Validation Results - Epoch: 36 Metrics: mse: 149.683, avep: 0.948, top5: 0.953, frac_mc: 0.898, top1: 0.976, mae: 10.652, loss: 69.536

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ITERATION - loss: 21.81: 100%|██████████| 63/63 [08:17<00:00,  8.63it/s] 
                                                                        

Training Results - Epoch: 37 Metrics: mse: 149.370, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.980, mae: 9.970, loss: 72.943

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Validation Results - Epoch: 37 Metrics: mse: 132.441, avep: 0.948, top5: 0.953, frac_mc: 0.897, top1: 0.978, mae: 9.815, loss: 71.235

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Training Results - Epoch: 38 Metrics: mse: 159.323, avep: 0.952, top5: 0.958, frac_mc: 0.902, top1: 0.980, mae: 10.455, loss: 71.637

ITERATION - loss: 40.35:   0%|          | 0/63 [08:36<00:07,  8.31it/s]
                                                                       

Validation Results - Epoch: 38 Metrics: mse: 142.344, avep: 0.948, top5: 0.953, frac_mc: 0.897, top1: 0.976, mae: 10.301, loss: 68.015

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Training Results - Epoch: 39 Metrics: mse: 157.593, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.980, mae: 10.372, loss: 71.164

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Validation Results - Epoch: 39 Metrics: mse: 140.628, avep: 0.948, top5: 0.954, frac_mc: 0.897, top1: 0.976, mae: 10.219, loss: 67.839

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Training Results - Epoch: 40 Metrics: mse: 151.451, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.980, mae: 10.071, loss: 70.666

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Validation Results - Epoch: 40 Metrics: mse: 134.462, avep: 0.948, top5: 0.953, frac_mc: 0.896, top1: 0.978, mae: 9.916, loss: 68.767


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Training Results - Epoch: 41 Metrics: mse: 154.620, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.980, mae: 10.228, loss: 69.113

ITERATION - loss: 38.73:   0%|          | 0/63 [09:20<00:07,  8.90it/s]
                                                                       

Validation Results - Epoch: 41 Metrics: mse: 137.639, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.976, mae: 10.074, loss: 66.518

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Training Results - Epoch: 42 Metrics: mse: 153.761, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.181, loss: 69.149

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Validation Results - Epoch: 42 Metrics: mse: 136.767, avep: 0.948, top5: 0.955, frac_mc: 0.896, top1: 0.976, mae: 10.027, loss: 66.733


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Training Results - Epoch: 43 Metrics: mse: 156.015, avep: 0.951, top5: 0.958, frac_mc: 0.902, top1: 0.979, mae: 10.292, loss: 69.688

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Validation Results - Epoch: 43 Metrics: mse: 138.976, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 10.137, loss: 66.611

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Training Results - Epoch: 44 Metrics: mse: 153.141, avep: 0.952, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.150, loss: 69.264

ITERATION - loss: 26.85:   0%|          | 0/63 [10:01<00:07,  8.66it/s]
                                                                       

Validation Results - Epoch: 44 Metrics: mse: 136.141, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 9.996, loss: 66.919

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Training Results - Epoch: 45 Metrics: mse: 151.205, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.980, mae: 10.052, loss: 70.469

                                                                        

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Validation Results - Epoch: 45 Metrics: mse: 134.179, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.978, mae: 9.897, loss: 68.634

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Training Results - Epoch: 46 Metrics: mse: 153.403, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.980, mae: 10.157, loss: 69.061

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Validation Results - Epoch: 46 Metrics: mse: 136.359, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 10.003, loss: 66.623

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ITERATION - loss: 94.22:  87%|████████▋ | 55/63 [10:36<00:00,  8.49it/s]
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ITERATION - loss: 68.52:  90%|█████████ | 57/63 [10:37<00:00,  8.62it/s]
ITERATION - loss: 96.54:  92%|█████████▏| 58/63 [10:37<00:00,  8.85it/s]
ITERATION - loss: 121.33:  94%|█████████▎| 59/63 [10:37<00:00,  8.92it/s]
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Training Results - Epoch: 47 Metrics: mse: 151.422, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.061, loss: 69.811

                                                                        

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Validation Results - Epoch: 47 Metrics: mse: 134.394, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.906, loss: 67.846

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Training Results - Epoch: 48 Metrics: mse: 152.982, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.141, loss: 68.997

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Validation Results - Epoch: 48 Metrics: mse: 135.974, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 9.986, loss: 66.543

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Training Results - Epoch: 49 Metrics: mse: 153.301, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.156, loss: 68.874

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Validation Results - Epoch: 49 Metrics: mse: 136.289, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 10.001, loss: 66.338


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Training Results - Epoch: 50 Metrics: mse: 153.251, avep: 0.952, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.153, loss: 68.860

                                                                        

ITERATION - loss: 20.38:   0%|          | 0/63 [11:23<00:07,  8.11it/s]
                                                                       
Validation Results - Epoch: 50 Metrics: mse: 136.240, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 9.999, loss: 66.329


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Training Results - Epoch: 51 Metrics: mse: 153.146, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.147, loss: 68.900

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Validation Results - Epoch: 51 Metrics: mse: 136.125, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 9.993, loss: 66.305

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Training Results - Epoch: 52 Metrics: mse: 152.909, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.136, loss: 68.971

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Validation Results - Epoch: 52 Metrics: mse: 135.895, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 9.981, loss: 66.387

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Training Results - Epoch: 53 Metrics: mse: 153.172, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.978, mae: 10.149, loss: 68.964

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Validation Results - Epoch: 53 Metrics: mse: 136.160, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 9.995, loss: 66.291

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Training Results - Epoch: 54 Metrics: mse: 153.136, avep: 0.952, top5: 0.958, frac_mc: 0.901, top1: 0.978, mae: 10.147, loss: 68.864

ITERATION - loss: 35.26:   0%|          | 0/63 [12:18<00:07,  8.11it/s]
                                                                       

Validation Results - Epoch: 54 Metrics: mse: 136.123, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 9.993, loss: 66.286

ITERATION - loss: 35.26:   0%|          | 0/63 [12:20<00:07,  8.11it/s]
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Training Results - Epoch: 55 Metrics: mse: 152.261, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.104, loss: 69.067

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Validation Results - Epoch: 55 Metrics: mse: 135.246, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 9.950, loss: 66.765

                                                                       

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Training Results - Epoch: 56 Metrics: mse: 153.438, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.978, mae: 10.161, loss: 69.074

                                                                        

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Validation Results - Epoch: 56 Metrics: mse: 136.416, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.976, mae: 10.006, loss: 66.169

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Training Results - Epoch: 57 Metrics: mse: 153.610, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.978, mae: 10.168, loss: 69.012

ITERATION - loss: 38.39:   0%|          | 0/63 [12:59<00:08,  7.81it/s]
Validation Results - Epoch: 57 Metrics: mse: 136.583, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.976, mae: 10.014, loss: 66.172

                                                                       

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Training Results - Epoch: 58 Metrics: mse: 153.725, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.978, mae: 10.175, loss: 68.817

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Validation Results - Epoch: 58 Metrics: mse: 136.704, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.976, mae: 10.020, loss: 66.164

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Training Results - Epoch: 59 Metrics: mse: 152.739, avep: 0.952, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.127, loss: 68.722

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Validation Results - Epoch: 59 Metrics: mse: 135.718, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 9.972, loss: 66.296

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Training Results - Epoch: 60 Metrics: mse: 152.805, avep: 0.952, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.129, loss: 68.831

ITERATION - loss: 65.53:   0%|          | 0/63 [13:41<00:07,  7.98it/s]
                                                                       

Validation Results - Epoch: 60 Metrics: mse: 135.775, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 9.974, loss: 66.209

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Training Results - Epoch: 61 Metrics: mse: 151.899, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.086, loss: 68.956

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Validation Results - Epoch: 61 Metrics: mse: 134.890, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.978, mae: 9.931, loss: 66.717

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Training Results - Epoch: 62 Metrics: mse: 153.132, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.144, loss: 68.948


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Validation Results - Epoch: 62 Metrics: mse: 136.099, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.976, mae: 9.989, loss: 66.131
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Training Results - Epoch: 63 Metrics: mse: 155.169, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.978, mae: 10.240, loss: 69.637

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Validation Results - Epoch: 63 Metrics: mse: 138.100, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.976, mae: 10.085, loss: 66.379

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Training Results - Epoch: 64 Metrics: mse: 152.467, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.107, loss: 68.717

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Validation Results - Epoch: 64 Metrics: mse: 135.399, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.952, loss: 66.277


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Training Results - Epoch: 65 Metrics: mse: 152.848, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.126, loss: 68.801

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Validation Results - Epoch: 65 Metrics: mse: 135.778, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.976, mae: 9.971, loss: 66.154

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Training Results - Epoch: 66 Metrics: mse: 152.596, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.112, loss: 68.786

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Validation Results - Epoch: 66 Metrics: mse: 135.520, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.980, mae: 9.957, loss: 66.166


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Training Results - Epoch: 67 Metrics: mse: 155.046, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.978, mae: 10.226, loss: 69.820

ITERATION - loss: 22.30:   0%|          | 0/63 [15:18<00:07,  8.66it/s]
                                                                       

Validation Results - Epoch: 67 Metrics: mse: 137.916, avep: 0.948, top5: 0.954, frac_mc: 0.897, top1: 0.976, mae: 10.071, loss: 66.374

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Training Results - Epoch: 68 Metrics: mse: 152.055, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.084, loss: 68.781

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Validation Results - Epoch: 68 Metrics: mse: 134.958, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.980, mae: 9.929, loss: 66.556

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Training Results - Epoch: 69 Metrics: mse: 152.849, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.123, loss: 68.726

                                                                        

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Validation Results - Epoch: 69 Metrics: mse: 135.747, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.976, mae: 9.968, loss: 66.087

                                                                       

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Training Results - Epoch: 70 Metrics: mse: 152.420, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.102, loss: 68.790

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Validation Results - Epoch: 70 Metrics: mse: 135.327, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.978, mae: 9.947, loss: 66.261

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Training Results - Epoch: 71 Metrics: mse: 152.423, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.103, loss: 68.834

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Validation Results - Epoch: 71 Metrics: mse: 135.335, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.978, mae: 9.948, loss: 66.247

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Training Results - Epoch: 72 Metrics: mse: 152.894, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.125, loss: 68.797

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Validation Results - Epoch: 72 Metrics: mse: 135.795, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.976, mae: 9.970, loss: 66.028

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Training Results - Epoch: 73 Metrics: mse: 152.281, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.095, loss: 68.785

ITERATION - loss: 22.05:   0%|          | 0/63 [16:41<00:07,  8.60it/s]
                                                                       

Validation Results - Epoch: 73 Metrics: mse: 135.187, avep: 0.948, top5: 0.954, frac_mc: 0.895, top1: 0.980, mae: 9.940, loss: 66.305

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Training Results - Epoch: 74 Metrics: mse: 152.782, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.119, loss: 68.656

ITERATION - loss: 30.70:   0%|          | 0/63 [16:54<00:07,  8.38it/s]
                                                                       

Validation Results - Epoch: 74 Metrics: mse: 135.683, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.964, loss: 66.049

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Training Results - Epoch: 75 Metrics: mse: 152.326, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.097, loss: 68.885

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Validation Results - Epoch: 75 Metrics: mse: 135.230, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.980, mae: 9.942, loss: 66.256

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Training Results - Epoch: 76 Metrics: mse: 152.743, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.117, loss: 68.640

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Validation Results - Epoch: 76 Metrics: mse: 135.646, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.962, loss: 66.044

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Training Results - Epoch: 77 Metrics: mse: 152.898, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.124, loss: 68.569

ITERATION - loss: 36.33:   0%|          | 0/63 [17:36<00:07,  8.82it/s]
                                                                       

Validation Results - Epoch: 77 Metrics: mse: 135.792, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.969, loss: 66.014

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Training Results - Epoch: 78 Metrics: mse: 153.337, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.978, mae: 10.145, loss: 68.884

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Validation Results - Epoch: 78 Metrics: mse: 136.226, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.976, mae: 9.990, loss: 65.944

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Training Results - Epoch: 79 Metrics: mse: 152.845, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.121, loss: 68.723

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Validation Results - Epoch: 79 Metrics: mse: 135.740, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.966, loss: 65.999
                                                                       

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Training Results - Epoch: 80 Metrics: mse: 152.534, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.106, loss: 68.755

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Validation Results - Epoch: 80 Metrics: mse: 135.434, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.951, loss: 66.104

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Training Results - Epoch: 81 Metrics: mse: 152.149, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.086, loss: 68.745

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Validation Results - Epoch: 81 Metrics: mse: 135.042, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.980, mae: 9.931, loss: 66.319

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Training Results - Epoch: 82 Metrics: mse: 152.683, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.112, loss: 68.732

                                                                         

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Validation Results - Epoch: 82 Metrics: mse: 135.565, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.957, loss: 66.036
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Training Results - Epoch: 83 Metrics: mse: 153.061, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.978, mae: 10.131, loss: 68.283

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Validation Results - Epoch: 83 Metrics: mse: 135.945, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.976, loss: 65.929

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Training Results - Epoch: 84 Metrics: mse: 153.047, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.978, mae: 10.129, loss: 68.820

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Validation Results - Epoch: 84 Metrics: mse: 135.927, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.974, loss: 65.942

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Training Results - Epoch: 85 Metrics: mse: 152.643, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.110, loss: 68.688

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Validation Results - Epoch: 85 Metrics: mse: 135.527, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.955, loss: 66.053

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Training Results - Epoch: 86 Metrics: mse: 152.953, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.978, mae: 10.124, loss: 68.747

                                                                        

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Validation Results - Epoch: 86 Metrics: mse: 135.828, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.969, loss: 65.967

                                                                       

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Training Results - Epoch: 87 Metrics: mse: 152.268, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.090, loss: 68.830

                                                                        

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Validation Results - Epoch: 87 Metrics: mse: 135.146, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.980, mae: 9.935, loss: 66.240

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Training Results - Epoch: 88 Metrics: mse: 152.577, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.106, loss: 68.513

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Validation Results - Epoch: 88 Metrics: mse: 135.459, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.951, loss: 66.060

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Training Results - Epoch: 89 Metrics: mse: 152.160, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.085, loss: 68.632

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Validation Results - Epoch: 89 Metrics: mse: 135.038, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.980, mae: 9.930, loss: 66.280

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Training Results - Epoch: 90 Metrics: mse: 152.634, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.108, loss: 68.744

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Validation Results - Epoch: 90 Metrics: mse: 135.505, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.952, loss: 66.039

                                                                       

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Training Results - Epoch: 91 Metrics: mse: 152.430, avep: 0.951, top5: 0.957, frac_mc: 0.901, top1: 0.979, mae: 10.098, loss: 68.630

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Validation Results - Epoch: 91 Metrics: mse: 135.304, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.980, mae: 9.943, loss: 66.132

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Training Results - Epoch: 92 Metrics: mse: 152.682, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.110, loss: 68.552

                                                                        

ITERATION - loss: 33.27:   0%|          | 0/63 [21:03<00:07,  8.94it/s]
                                                                       
Validation Results - Epoch: 92 Metrics: mse: 135.551, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.978, mae: 9.955, loss: 66.019

ITERATION - loss: 33.27:   0%|          | 0/63 [21:05<00:07,  8.94it/s]
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ITERATION - loss: 21.55: 100%|██████████| 63/63 [21:12<00:00,  8.04it/s]
                                                                        

Training Results - Epoch: 93 Metrics: mse: 152.432, avep: 0.951, top5: 0.958, frac_mc: 0.901, top1: 0.979, mae: 10.098, loss: 68.612

ITERATION - loss: 21.55:   0%|          | 0/63 [21:17<00:07,  8.04it/s]
                                                                       

Validation Results - Epoch: 93 Metrics: mse: 135.304, avep: 0.948, top5: 0.954, frac_mc: 0.896, top1: 0.980, mae: 9.943, loss: 66.128

ITERATION - loss: 21.55:   0%|          | 0/63 [21:19<00:07,  8.04it/s]
                                                                       
mse: 135.304
avep: 0.948
top5: 0.954
frac_mc: 0.896
top1: 0.980
mae: 9.943
loss: 66.128
