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Training Results - Epoch: 0 Metrics: mse: 134.851, avep: 0.579, top5: 0.320, frac_mc: 0.531, top1: 0.228, mae: 10.322, loss: 807.919

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Validation Results - Epoch: 0 Metrics: mse: 136.400, avep: 0.596, top5: 0.326, frac_mc: 0.565, top1: 0.150, mae: 10.475, loss: 869.895
                                                              

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ITERATION - loss: 607.12:  31%|███       | 4/13 [00:01<00:05,  1.70it/s]
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ITERATION - loss: 327.44:  46%|████▌     | 6/13 [00:02<00:02,  2.80it/s]
ITERATION - loss: 358.87:  54%|█████▍    | 7/13 [00:02<00:01,  3.51it/s]
ITERATION - loss: 251.78:  62%|██████▏   | 8/13 [00:02<00:01,  4.20it/s]
ITERATION - loss: 161.94:  69%|██████▉   | 9/13 [00:02<00:00,  4.87it/s]
ITERATION - loss: 271.46:  77%|███████▋  | 10/13 [00:02<00:00,  5.57it/s]
ITERATION - loss: 175.23:  85%|████████▍ | 11/13 [00:02<00:00,  6.16it/s]
ITERATION - loss: 169.87:  92%|█████████▏| 12/13 [00:02<00:00,  6.55it/s]
ITERATION - loss: 72.49: 100%|██████████| 13/13 [00:02<00:00,  6.55it/s] 
                                                                        

Training Results - Epoch: 1 Metrics: mse: 24.836, avep: 0.911, top5: 0.904, frac_mc: 0.869, top1: 0.925, mae: 4.056, loss: 218.935

ITERATION - loss: 72.49:   0%|          | 0/13 [00:03<00:01,  6.55it/s]
                                                                       

Validation Results - Epoch: 1 Metrics: mse: 23.332, avep: 0.914, top5: 0.912, frac_mc: 0.874, top1: 0.940, mae: 3.912, loss: 185.992

ITERATION - loss: 72.49:   0%|          | 0/13 [00:04<00:01,  6.55it/s]
ITERATION - loss: 296.04:   8%|▊         | 1/13 [00:04<00:06,  1.76it/s]
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ITERATION - loss: 94.43:  23%|██▎       | 3/13 [00:04<00:03,  2.94it/s] 
ITERATION - loss: 171.70:  31%|███       | 4/13 [00:04<00:02,  3.57it/s]
ITERATION - loss: 225.81:  38%|███▊      | 5/13 [00:04<00:01,  4.26it/s]
ITERATION - loss: 109.87:  46%|████▌     | 6/13 [00:05<00:01,  5.10it/s]
ITERATION - loss: 129.40:  54%|█████▍    | 7/13 [00:05<00:01,  5.72it/s]
ITERATION - loss: 152.21:  62%|██████▏   | 8/13 [00:05<00:00,  6.41it/s]
ITERATION - loss: 176.30:  69%|██████▉   | 9/13 [00:05<00:00,  6.95it/s]
ITERATION - loss: 252.03:  77%|███████▋  | 10/13 [00:05<00:00,  7.61it/s]
ITERATION - loss: 200.11:  85%|████████▍ | 11/13 [00:05<00:00,  8.03it/s]
ITERATION - loss: 192.06:  92%|█████████▏| 12/13 [00:05<00:00,  7.90it/s]
ITERATION - loss: 92.42: 100%|██████████| 13/13 [00:05<00:00,  7.90it/s] 
                                                                        

Training Results - Epoch: 2 Metrics: mse: 84.879, avep: 0.933, top5: 0.928, frac_mc: 0.896, top1: 0.948, mae: 7.679, loss: 168.592

ITERATION - loss: 92.42:   0%|          | 0/13 [00:06<00:01,  7.90it/s]
                                                                       

Validation Results - Epoch: 2 Metrics: mse: 85.478, avep: 0.941, top5: 0.930, frac_mc: 0.898, top1: 0.970, mae: 7.838, loss: 153.823

ITERATION - loss: 92.42:   0%|          | 0/13 [00:07<00:01,  7.90it/s]
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ITERATION - loss: 175.08:  23%|██▎       | 3/13 [00:07<00:03,  3.08it/s]
ITERATION - loss: 191.31:  31%|███       | 4/13 [00:07<00:02,  3.75it/s]
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ITERATION - loss: 122.21:  46%|████▌     | 6/13 [00:07<00:01,  5.06it/s]
ITERATION - loss: 139.19:  54%|█████▍    | 7/13 [00:07<00:01,  5.87it/s]
ITERATION - loss: 128.81:  62%|██████▏   | 8/13 [00:08<00:00,  6.44it/s]
ITERATION - loss: 185.42:  69%|██████▉   | 9/13 [00:08<00:00,  6.78it/s]
ITERATION - loss: 111.47:  77%|███████▋  | 10/13 [00:08<00:00,  6.89it/s]
ITERATION - loss: 163.10:  85%|████████▍ | 11/13 [00:08<00:00,  7.35it/s]
ITERATION - loss: 203.52:  92%|█████████▏| 12/13 [00:08<00:00,  7.76it/s]
ITERATION - loss: 87.51: 100%|██████████| 13/13 [00:08<00:00,  7.76it/s] 
                                                                        
Training Results - Epoch: 3 Metrics: mse: 86.255, avep: 0.940, top5: 0.934, frac_mc: 0.906, top1: 0.953, mae: 7.766, loss: 129.085

ITERATION - loss: 87.51:   0%|          | 0/13 [00:09<00:01,  7.76it/s]
                                                                       

Validation Results - Epoch: 3 Metrics: mse: 86.799, avep: 0.950, top5: 0.942, frac_mc: 0.920, top1: 0.970, mae: 7.923, loss: 116.147

ITERATION - loss: 87.51:   0%|          | 0/13 [00:09<00:01,  7.76it/s]
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ITERATION - loss: 77.51:  31%|███       | 4/13 [00:10<00:02,  3.07it/s] 
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ITERATION - loss: 191.90:  46%|████▌     | 6/13 [00:10<00:01,  4.52it/s]
ITERATION - loss: 77.24:  54%|█████▍    | 7/13 [00:10<00:01,  5.32it/s] 
ITERATION - loss: 139.69:  62%|██████▏   | 8/13 [00:10<00:00,  6.06it/s]
ITERATION - loss: 108.60:  69%|██████▉   | 9/13 [00:11<00:00,  6.53it/s]
ITERATION - loss: 163.89:  77%|███████▋  | 10/13 [00:11<00:00,  7.03it/s]
ITERATION - loss: 96.36:  85%|████████▍ | 11/13 [00:11<00:00,  7.17it/s] 
ITERATION - loss: 233.22:  92%|█████████▏| 12/13 [00:11<00:00,  7.26it/s]
ITERATION - loss: 171.53: 100%|██████████| 13/13 [00:11<00:00,  7.26it/s]
                                                                         

Training Results - Epoch: 4 Metrics: mse: 23.313, avep: 0.937, top5: 0.932, frac_mc: 0.900, top1: 0.955, mae: 3.977, loss: 183.032

ITERATION - loss: 171.53:   0%|          | 0/13 [00:12<00:01,  7.26it/s]
                                                                        

Validation Results - Epoch: 4 Metrics: mse: 21.487, avep: 0.946, top5: 0.934, frac_mc: 0.910, top1: 0.970, mae: 3.730, loss: 148.453

ITERATION - loss: 171.53:   0%|          | 0/13 [00:12<00:01,  7.26it/s]
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ITERATION - loss: 288.76:  23%|██▎       | 3/13 [00:13<00:03,  3.05it/s]
ITERATION - loss: 131.17:  31%|███       | 4/13 [00:13<00:02,  3.80it/s]
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ITERATION - loss: 163.22:  46%|████▌     | 6/13 [00:13<00:01,  5.37it/s]
ITERATION - loss: 89.24:  54%|█████▍    | 7/13 [00:13<00:01,  5.95it/s] 
ITERATION - loss: 219.36:  62%|██████▏   | 8/13 [00:13<00:00,  6.51it/s]
ITERATION - loss: 155.02:  69%|██████▉   | 9/13 [00:13<00:00,  6.97it/s]
ITERATION - loss: 60.81:  77%|███████▋  | 10/13 [00:13<00:00,  6.92it/s]
ITERATION - loss: 147.19:  85%|████████▍ | 11/13 [00:14<00:00,  7.14it/s]
ITERATION - loss: 90.34:  92%|█████████▏| 12/13 [00:14<00:00,  7.02it/s] 
ITERATION - loss: 41.29: 100%|██████████| 13/13 [00:14<00:00,  7.02it/s]
                                                                        

Training Results - Epoch: 5 Metrics: mse: 42.682, avep: 0.938, top5: 0.932, frac_mc: 0.901, top1: 0.958, mae: 5.127, loss: 133.822

ITERATION - loss: 41.29:   0%|          | 0/13 [00:15<00:01,  7.02it/s]
                                                                       

Validation Results - Epoch: 5 Metrics: mse: 42.061, avep: 0.949, top5: 0.938, frac_mc: 0.916, top1: 0.970, mae: 5.283, loss: 111.554

ITERATION - loss: 41.29:   0%|          | 0/13 [00:15<00:01,  7.02it/s]
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ITERATION - loss: 188.46:  23%|██▎       | 3/13 [00:15<00:03,  3.03it/s]
ITERATION - loss: 114.74:  31%|███       | 4/13 [00:16<00:02,  3.69it/s]
ITERATION - loss: 141.72:  38%|███▊      | 5/13 [00:16<00:01,  4.38it/s]
ITERATION - loss: 141.57:  46%|████▌     | 6/13 [00:16<00:01,  5.07it/s]
ITERATION - loss: 133.34:  54%|█████▍    | 7/13 [00:16<00:01,  5.66it/s]
ITERATION - loss: 101.13:  62%|██████▏   | 8/13 [00:16<00:00,  6.17it/s]
ITERATION - loss: 86.26:  77%|███████▋  | 10/13 [00:16<00:00,  6.85it/s]
ITERATION - loss: 138.43:  85%|████████▍ | 11/13 [00:16<00:00,  7.37it/s]
ITERATION - loss: 173.66:  92%|█████████▏| 12/13 [00:17<00:00,  7.99it/s]
ITERATION - loss: 84.32: 100%|██████████| 13/13 [00:17<00:00,  7.99it/s] 
                                                                        

Training Results - Epoch: 6 Metrics: mse: 68.894, avep: 0.941, top5: 0.937, frac_mc: 0.902, top1: 0.955, mae: 6.705, loss: 109.447

ITERATION - loss: 84.32:   0%|          | 0/13 [00:18<00:01,  7.99it/s]
                                                                       

Validation Results - Epoch: 6 Metrics: mse: 68.958, avep: 0.952, top5: 0.936, frac_mc: 0.916, top1: 0.990, mae: 6.897, loss: 98.716

ITERATION - loss: 84.32:   0%|          | 0/13 [00:18<00:01,  7.99it/s]
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ITERATION - loss: 128.09:  23%|██▎       | 3/13 [00:18<00:03,  2.97it/s]
ITERATION - loss: 101.79:  31%|███       | 4/13 [00:18<00:02,  3.58it/s]
ITERATION - loss: 93.47:  38%|███▊      | 5/13 [00:19<00:01,  4.35it/s] 
ITERATION - loss: 107.52:  46%|████▌     | 6/13 [00:19<00:01,  4.91it/s]
ITERATION - loss: 145.83:  54%|█████▍    | 7/13 [00:19<00:01,  5.57it/s]
ITERATION - loss: 204.91:  62%|██████▏   | 8/13 [00:19<00:00,  6.15it/s]
ITERATION - loss: 129.22:  69%|██████▉   | 9/13 [00:19<00:00,  6.95it/s]
ITERATION - loss: 39.93:  77%|███████▋  | 10/13 [00:19<00:00,  7.32it/s]
ITERATION - loss: 131.67:  85%|████████▍ | 11/13 [00:19<00:00,  7.77it/s]
ITERATION - loss: 106.28:  92%|█████████▏| 12/13 [00:19<00:00,  8.01it/s]
ITERATION - loss: 109.94: 100%|██████████| 13/13 [00:20<00:00,  8.01it/s]
Training Results - Epoch: 7 Metrics: mse: 64.881, avep: 0.943, top5: 0.939, frac_mc: 0.905, top1: 0.955, mae: 6.457, loss: 108.899

                                                                         

ITERATION - loss: 109.94:   0%|          | 0/13 [00:21<00:01,  8.01it/s]
                                                                        

Validation Results - Epoch: 7 Metrics: mse: 64.785, avep: 0.953, top5: 0.942, frac_mc: 0.917, top1: 0.980, mae: 6.659, loss: 94.735

ITERATION - loss: 109.94:   0%|          | 0/13 [00:21<00:01,  8.01it/s]
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ITERATION - loss: 81.07:  23%|██▎       | 3/13 [00:21<00:03,  3.01it/s] 
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ITERATION - loss: 142.06:  46%|████▌     | 6/13 [00:22<00:01,  5.14it/s]
ITERATION - loss: 139.18:  54%|█████▍    | 7/13 [00:22<00:01,  5.75it/s]
ITERATION - loss: 46.57:  69%|██████▉   | 9/13 [00:22<00:00,  6.46it/s] 
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ITERATION - loss: 87.87: 100%|██████████| 13/13 [00:22<00:00,  7.10it/s]
                                                                        
Training Results - Epoch: 8 Metrics: mse: 61.984, avep: 0.942, top5: 0.935, frac_mc: 0.907, top1: 0.955, mae: 6.281, loss: 109.098

ITERATION - loss: 87.87:   0%|          | 0/13 [00:23<00:01,  7.10it/s]
                                                                       

Validation Results - Epoch: 8 Metrics: mse: 61.760, avep: 0.952, top5: 0.944, frac_mc: 0.917, top1: 0.980, mae: 6.482, loss: 94.444

ITERATION - loss: 87.87:   0%|          | 0/13 [00:24<00:01,  7.10it/s]
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ITERATION - loss: 151.84:  69%|██████▉   | 9/13 [00:25<00:00,  7.02it/s]
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ITERATION - loss: 41.03: 100%|██████████| 13/13 [00:25<00:00,  7.17it/s]
                                                                        

Training Results - Epoch: 9 Metrics: mse: 47.230, avep: 0.943, top5: 0.938, frac_mc: 0.907, top1: 0.953, mae: 5.403, loss: 111.617

ITERATION - loss: 41.03:   0%|          | 0/13 [00:26<00:01,  7.17it/s]
                                                                       

Validation Results - Epoch: 9 Metrics: mse: 46.576, avep: 0.954, top5: 0.942, frac_mc: 0.919, top1: 0.990, mae: 5.571, loss: 93.293

ITERATION - loss: 41.03:   0%|          | 0/13 [00:27<00:01,  7.17it/s]
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ITERATION - loss: 55.35: 100%|██████████| 13/13 [00:28<00:00,  7.42it/s] 
                                                                        

Training Results - Epoch: 10 Metrics: mse: 76.204, avep: 0.944, top5: 0.940, frac_mc: 0.909, top1: 0.950, mae: 7.149, loss: 109.715

ITERATION - loss: 55.35:   0%|          | 0/13 [00:29<00:01,  7.42it/s]
                                                                       

Validation Results - Epoch: 10 Metrics: mse: 76.272, avep: 0.955, top5: 0.944, frac_mc: 0.921, top1: 0.980, mae: 7.321, loss: 96.555

ITERATION - loss: 55.35:   0%|          | 0/13 [00:29<00:01,  7.42it/s]
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ITERATION - loss: 117.22:  85%|████████▍ | 11/13 [00:31<00:00,  7.58it/s]
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Training Results - Epoch: 11 Metrics: mse: 59.461, avep: 0.944, top5: 0.940, frac_mc: 0.910, top1: 0.950, mae: 6.128, loss: 104.330

ITERATION - loss: 13.06:   0%|          | 0/13 [00:32<00:01,  8.80it/s]
                                                                       

Validation Results - Epoch: 11 Metrics: mse: 59.066, avep: 0.952, top5: 0.942, frac_mc: 0.919, top1: 0.980, mae: 6.323, loss: 88.286

ITERATION - loss: 13.06:   0%|          | 0/13 [00:32<00:01,  8.80it/s]
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ITERATION - loss: 143.55:  23%|██▎       | 3/13 [00:33<00:02,  3.90it/s]
ITERATION - loss: 170.89:  31%|███       | 4/13 [00:33<00:01,  4.63it/s]
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ITERATION - loss: 172.33:  46%|████▌     | 6/13 [00:33<00:01,  5.89it/s]
ITERATION - loss: 45.58:  54%|█████▍    | 7/13 [00:33<00:00,  6.39it/s] 
ITERATION - loss: 69.82:  62%|██████▏   | 8/13 [00:33<00:00,  6.84it/s]
ITERATION - loss: 54.56:  69%|██████▉   | 9/13 [00:33<00:00,  7.00it/s]
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ITERATION - loss: 89.10:  92%|█████████▏| 12/13 [00:34<00:00,  7.52it/s]
ITERATION - loss: 85.22: 100%|██████████| 13/13 [00:34<00:00,  7.52it/s]
                                                                        

Training Results - Epoch: 12 Metrics: mse: 59.005, avep: 0.942, top5: 0.934, frac_mc: 0.908, top1: 0.950, mae: 6.102, loss: 106.956

ITERATION - loss: 85.22:   0%|          | 0/13 [00:35<00:01,  7.52it/s]
Validation Results - Epoch: 12 Metrics: mse: 58.591, avep: 0.951, top5: 0.942, frac_mc: 0.918, top1: 0.970, mae: 6.297, loss: 90.818

                                                                       

ITERATION - loss: 85.22:   0%|          | 0/13 [00:35<00:01,  7.52it/s]
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ITERATION - loss: 142.33:  54%|█████▍    | 7/13 [00:36<00:00,  6.01it/s]
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ITERATION - loss: 207.32:  69%|██████▉   | 9/13 [00:36<00:00,  7.14it/s]
ITERATION - loss: 167.52:  77%|███████▋  | 10/13 [00:36<00:00,  7.48it/s]
ITERATION - loss: 54.39:  85%|████████▍ | 11/13 [00:36<00:00,  7.88it/s] 
ITERATION - loss: 95.19:  92%|█████████▏| 12/13 [00:37<00:00,  8.06it/s]
ITERATION - loss: 12.12: 100%|██████████| 13/13 [00:37<00:00,  8.06it/s]
                                                                        
Training Results - Epoch: 13 Metrics: mse: 69.594, avep: 0.943, top5: 0.938, frac_mc: 0.909, top1: 0.950, mae: 6.748, loss: 102.574


ITERATION - loss: 12.12:   0%|          | 0/13 [00:38<00:01,  8.06it/s]
                                                                       

Validation Results - Epoch: 13 Metrics: mse: 69.481, avep: 0.953, top5: 0.942, frac_mc: 0.920, top1: 0.980, mae: 6.931, loss: 90.352

ITERATION - loss: 12.12:   0%|          | 0/13 [00:38<00:01,  8.06it/s]
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ITERATION - loss: 119.17:  23%|██▎       | 3/13 [00:38<00:03,  3.05it/s]
ITERATION - loss: 80.62:  31%|███       | 4/13 [00:38<00:02,  3.80it/s] 
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ITERATION - loss: 109.20:  46%|████▌     | 6/13 [00:39<00:01,  5.11it/s]
ITERATION - loss: 77.29:  54%|█████▍    | 7/13 [00:39<00:01,  5.73it/s] 
ITERATION - loss: 93.27:  62%|██████▏   | 8/13 [00:39<00:00,  6.31it/s]
ITERATION - loss: 153.22:  69%|██████▉   | 9/13 [00:39<00:00,  6.80it/s]
ITERATION - loss: 90.08:  77%|███████▋  | 10/13 [00:39<00:00,  7.32it/s]
ITERATION - loss: 92.71:  85%|████████▍ | 11/13 [00:39<00:00,  7.68it/s]
ITERATION - loss: 101.92:  92%|█████████▏| 12/13 [00:39<00:00,  7.84it/s]
ITERATION - loss: 13.40: 100%|██████████| 13/13 [00:39<00:00,  7.84it/s] 
                                                                        

Training Results - Epoch: 14 Metrics: mse: 57.392, avep: 0.944, top5: 0.938, frac_mc: 0.910, top1: 0.950, mae: 6.000, loss: 107.373

ITERATION - loss: 13.40:   0%|          | 0/13 [00:41<00:01,  7.84it/s]
Validation Results - Epoch: 14 Metrics: mse: 56.920, avep: 0.954, top5: 0.942, frac_mc: 0.924, top1: 0.980, mae: 6.193, loss: 87.891

                                                                       

ITERATION - loss: 13.40:   0%|          | 0/13 [00:41<00:01,  7.84it/s]
ITERATION - loss: 67.81:   8%|▊         | 1/13 [00:41<00:06,  1.86it/s]
ITERATION - loss: 194.96:  23%|██▎       | 3/13 [00:41<00:04,  2.47it/s]
ITERATION - loss: 127.92:  31%|███       | 4/13 [00:41<00:02,  3.09it/s]
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ITERATION - loss: 75.98:  46%|████▌     | 6/13 [00:41<00:01,  4.48it/s] 
ITERATION - loss: 56.85:  54%|█████▍    | 7/13 [00:42<00:01,  5.07it/s]
ITERATION - loss: 115.52:  62%|██████▏   | 8/13 [00:42<00:00,  5.81it/s]
ITERATION - loss: 123.18:  69%|██████▉   | 9/13 [00:42<00:00,  6.18it/s]
ITERATION - loss: 32.96:  77%|███████▋  | 10/13 [00:42<00:00,  6.79it/s]
ITERATION - loss: 100.86:  85%|████████▍ | 11/13 [00:42<00:00,  7.08it/s]
ITERATION - loss: 244.38:  92%|█████████▏| 12/13 [00:42<00:00,  7.36it/s]
ITERATION - loss: 56.37: 100%|██████████| 13/13 [00:42<00:00,  7.36it/s] 
                                                                        

Training Results - Epoch: 15 Metrics: mse: 73.028, avep: 0.944, top5: 0.939, frac_mc: 0.910, top1: 0.950, mae: 6.958, loss: 102.354

ITERATION - loss: 56.37:   0%|          | 0/13 [00:43<00:01,  7.36it/s]
                                                                       

Validation Results - Epoch: 15 Metrics: mse: 72.887, avep: 0.953, top5: 0.942, frac_mc: 0.923, top1: 0.980, mae: 7.130, loss: 87.031

ITERATION - loss: 56.37:   0%|          | 0/13 [00:44<00:01,  7.36it/s]
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ITERATION - loss: 160.37:  23%|██▎       | 3/13 [00:44<00:03,  2.95it/s]
ITERATION - loss: 166.02:  31%|███       | 4/13 [00:44<00:02,  3.71it/s]
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ITERATION - loss: 55.63:  46%|████▌     | 6/13 [00:44<00:01,  5.22it/s] 
ITERATION - loss: 146.10:  54%|█████▍    | 7/13 [00:45<00:01,  5.81it/s]
ITERATION - loss: 63.55:  62%|██████▏   | 8/13 [00:45<00:00,  6.31it/s] 
ITERATION - loss: 82.53:  69%|██████▉   | 9/13 [00:45<00:00,  6.74it/s]
ITERATION - loss: 129.87:  77%|███████▋  | 10/13 [00:45<00:00,  6.95it/s]
ITERATION - loss: 139.18:  85%|████████▍ | 11/13 [00:45<00:00,  7.35it/s]
ITERATION - loss: 104.42:  92%|█████████▏| 12/13 [00:45<00:00,  7.88it/s]
ITERATION - loss: 35.10: 100%|██████████| 13/13 [00:45<00:00,  7.88it/s] 
                                                                        

Training Results - Epoch: 16 Metrics: mse: 81.521, avep: 0.944, top5: 0.941, frac_mc: 0.909, top1: 0.950, mae: 7.472, loss: 107.576

ITERATION - loss: 35.10:   0%|          | 0/13 [00:46<00:01,  7.88it/s]
                                                                       

Validation Results - Epoch: 16 Metrics: mse: 81.618, avep: 0.955, top5: 0.940, frac_mc: 0.924, top1: 0.980, mae: 7.627, loss: 94.875

ITERATION - loss: 35.10:   0%|          | 0/13 [00:46<00:01,  7.88it/s]
ITERATION - loss: 69.67:   8%|▊         | 1/13 [00:47<00:06,  1.86it/s]
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ITERATION - loss: 86.41:  23%|██▎       | 3/13 [00:47<00:03,  3.00it/s]
ITERATION - loss: 69.66:  38%|███▊      | 5/13 [00:47<00:02,  3.75it/s]
ITERATION - loss: 174.30:  46%|████▌     | 6/13 [00:47<00:01,  4.43it/s]
ITERATION - loss: 134.33:  54%|█████▍    | 7/13 [00:47<00:01,  5.11it/s]
ITERATION - loss: 164.48:  62%|██████▏   | 8/13 [00:47<00:00,  5.83it/s]
ITERATION - loss: 82.45:  69%|██████▉   | 9/13 [00:48<00:00,  6.18it/s] 
ITERATION - loss: 108.03:  77%|███████▋  | 10/13 [00:48<00:00,  6.89it/s]
ITERATION - loss: 157.61:  85%|████████▍ | 11/13 [00:48<00:00,  6.99it/s]
ITERATION - loss: 104.34:  92%|█████████▏| 12/13 [00:48<00:00,  7.18it/s]
ITERATION - loss: 90.87: 100%|██████████| 13/13 [00:48<00:00,  7.18it/s] 
                                                                        

Training Results - Epoch: 17 Metrics: mse: 65.008, avep: 0.943, top5: 0.936, frac_mc: 0.910, top1: 0.955, mae: 6.452, loss: 109.148

ITERATION - loss: 90.87:   0%|          | 0/13 [00:49<00:01,  7.18it/s]
                                                                       

Validation Results - Epoch: 17 Metrics: mse: 64.776, avep: 0.953, top5: 0.946, frac_mc: 0.917, top1: 0.980, mae: 6.644, loss: 92.846

ITERATION - loss: 90.87:   0%|          | 0/13 [00:49<00:01,  7.18it/s]
ITERATION - loss: 210.60:   8%|▊         | 1/13 [00:50<00:06,  1.81it/s]
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ITERATION - loss: 134.69:  23%|██▎       | 3/13 [00:50<00:03,  2.93it/s]
ITERATION - loss: 245.67:  38%|███▊      | 5/13 [00:50<00:02,  3.69it/s]
ITERATION - loss: 108.11:  46%|████▌     | 6/13 [00:50<00:01,  4.35it/s]
ITERATION - loss: 85.21:  54%|█████▍    | 7/13 [00:50<00:01,  5.10it/s] 
ITERATION - loss: 98.21:  62%|██████▏   | 8/13 [00:50<00:00,  5.81it/s]
ITERATION - loss: 79.26:  69%|██████▉   | 9/13 [00:50<00:00,  6.40it/s]
ITERATION - loss: 130.12:  77%|███████▋  | 10/13 [00:51<00:00,  7.07it/s]
ITERATION - loss: 68.15:  85%|████████▍ | 11/13 [00:51<00:00,  7.50it/s] 
ITERATION - loss: 162.12:  92%|█████████▏| 12/13 [00:51<00:00,  7.80it/s]
ITERATION - loss: 42.78: 100%|██████████| 13/13 [00:51<00:00,  7.80it/s] 
                                                                        

Training Results - Epoch: 18 Metrics: mse: 30.716, avep: 0.940, top5: 0.933, frac_mc: 0.906, top1: 0.955, mae: 4.379, loss: 141.743

ITERATION - loss: 42.78:   0%|          | 0/13 [00:52<00:01,  7.80it/s]
Validation Results - Epoch: 18 Metrics: mse: 29.401, avep: 0.949, top5: 0.940, frac_mc: 0.920, top1: 0.970, mae: 4.389, loss: 113.557
                                                                       

ITERATION - loss: 42.78:   0%|          | 0/13 [00:52<00:01,  7.80it/s]
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ITERATION - loss: 78.78:  46%|████▌     | 6/13 [00:53<00:01,  5.05it/s]
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ITERATION - loss: 151.09:  62%|██████▏   | 8/13 [00:53<00:00,  6.37it/s]
ITERATION - loss: 126.27:  69%|██████▉   | 9/13 [00:53<00:00,  6.91it/s]
ITERATION - loss: 106.26:  77%|███████▋  | 10/13 [00:53<00:00,  7.57it/s]
ITERATION - loss: 159.42:  92%|█████████▏| 12/13 [00:54<00:00,  7.98it/s]
ITERATION - loss: 49.41: 100%|██████████| 13/13 [00:54<00:00,  7.98it/s] 
Training Results - Epoch: 19 Metrics: mse: 63.141, avep: 0.942, top5: 0.938, frac_mc: 0.906, top1: 0.953, mae: 6.340, loss: 108.921

                                                                        

ITERATION - loss: 49.41:   0%|          | 0/13 [00:55<00:01,  7.98it/s]
Validation Results - Epoch: 19 Metrics: mse: 63.041, avep: 0.954, top5: 0.942, frac_mc: 0.923, top1: 0.990, mae: 6.534, loss: 95.948

                                                                       

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ITERATION - loss: 58.92: 100%|██████████| 13/13 [00:57<00:00,  7.66it/s] 
                                                                        

Training Results - Epoch: 20 Metrics: mse: 60.546, avep: 0.941, top5: 0.934, frac_mc: 0.906, top1: 0.955, mae: 6.180, loss: 110.824

ITERATION - loss: 58.92:   0%|          | 0/13 [00:58<00:01,  7.66it/s]
                                                                       

Validation Results - Epoch: 20 Metrics: mse: 60.397, avep: 0.951, top5: 0.938, frac_mc: 0.920, top1: 0.970, mae: 6.381, loss: 98.379

ITERATION - loss: 58.92:   0%|          | 0/13 [00:58<00:01,  7.66it/s]
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ITERATION - loss: 89.29:  77%|███████▋  | 10/13 [00:59<00:00,  7.23it/s]
ITERATION - loss: 103.15:  85%|████████▍ | 11/13 [00:59<00:00,  7.81it/s]
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ITERATION - loss: 29.61: 100%|██████████| 13/13 [00:59<00:00,  8.96it/s]
                                                                        

Training Results - Epoch: 21 Metrics: mse: 50.923, avep: 0.942, top5: 0.939, frac_mc: 0.904, top1: 0.948, mae: 5.617, loss: 106.613

ITERATION - loss: 29.61:   0%|          | 0/13 [01:01<00:01,  8.96it/s]
                                                                       
Validation Results - Epoch: 21 Metrics: mse: 50.351, avep: 0.954, top5: 0.938, frac_mc: 0.919, top1: 0.990, mae: 5.797, loss: 90.333

ITERATION - loss: 29.61:   0%|          | 0/13 [01:01<00:01,  8.96it/s]
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ITERATION - loss: 95.08:  77%|███████▋  | 10/13 [01:02<00:00,  7.44it/s]
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ITERATION - loss: 52.94: 100%|██████████| 13/13 [01:02<00:00,  7.71it/s]
                                                                        

Training Results - Epoch: 22 Metrics: mse: 52.411, avep: 0.944, top5: 0.940, frac_mc: 0.908, top1: 0.950, mae: 5.699, loss: 105.722

ITERATION - loss: 52.94:   0%|          | 0/13 [01:03<00:01,  7.71it/s]
                                                                       

Validation Results - Epoch: 22 Metrics: mse: 51.892, avep: 0.954, top5: 0.942, frac_mc: 0.924, top1: 0.980, mae: 5.884, loss: 88.968

ITERATION - loss: 52.94:   0%|          | 0/13 [01:04<00:01,  7.71it/s]
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ITERATION - loss: 63.29:  77%|███████▋  | 10/13 [01:05<00:00,  7.37it/s]
ITERATION - loss: 128.69:  85%|████████▍ | 11/13 [01:05<00:00,  7.65it/s]
ITERATION - loss: 96.22:  92%|█████████▏| 12/13 [01:05<00:00,  8.18it/s] 
ITERATION - loss: 64.59: 100%|██████████| 13/13 [01:05<00:00,  8.18it/s]
                                                                        

Training Results - Epoch: 23 Metrics: mse: 54.580, avep: 0.944, top5: 0.940, frac_mc: 0.910, top1: 0.950, mae: 5.827, loss: 102.821

ITERATION - loss: 64.59:   0%|          | 0/13 [01:06<00:01,  8.18it/s]
                                                                       

Validation Results - Epoch: 23 Metrics: mse: 54.088, avep: 0.957, top5: 0.942, frac_mc: 0.926, top1: 0.980, mae: 6.016, loss: 88.389

ITERATION - loss: 64.59:   0%|          | 0/13 [01:06<00:01,  8.18it/s]
ITERATION - loss: 101.84:   8%|▊         | 1/13 [01:07<00:06,  1.82it/s]
ITERATION - loss: 100.95:  15%|█▌        | 2/13 [01:07<00:04,  2.37it/s]
ITERATION - loss: 147.22:  23%|██▎       | 3/13 [01:07<00:03,  3.00it/s]
ITERATION - loss: 103.57:  31%|███       | 4/13 [01:07<00:02,  3.72it/s]
ITERATION - loss: 94.52:  38%|███▊      | 5/13 [01:07<00:01,  4.46it/s] 
ITERATION - loss: 78.91:  46%|████▌     | 6/13 [01:07<00:01,  5.11it/s]
ITERATION - loss: 125.71:  54%|█████▍    | 7/13 [01:07<00:01,  5.77it/s]
ITERATION - loss: 79.71:  62%|██████▏   | 8/13 [01:07<00:00,  6.21it/s] 
ITERATION - loss: 123.62:  69%|██████▉   | 9/13 [01:08<00:00,  6.93it/s]
ITERATION - loss: 67.25:  77%|███████▋  | 10/13 [01:08<00:00,  7.54it/s]
ITERATION - loss: 145.20:  85%|████████▍ | 11/13 [01:08<00:00,  7.15it/s]
ITERATION - loss: 106.03:  92%|█████████▏| 12/13 [01:08<00:00,  7.76it/s]
ITERATION - loss: 44.77: 100%|██████████| 13/13 [01:08<00:00,  7.76it/s] 
                                                                        

Training Results - Epoch: 24 Metrics: mse: 52.756, avep: 0.944, top5: 0.939, frac_mc: 0.911, top1: 0.950, mae: 5.718, loss: 102.492

ITERATION - loss: 44.77:   0%|          | 0/13 [01:09<00:01,  7.76it/s]
                                                                       

Validation Results - Epoch: 24 Metrics: mse: 52.217, avep: 0.955, top5: 0.940, frac_mc: 0.926, top1: 0.980, mae: 5.901, loss: 87.294

ITERATION - loss: 44.77:   0%|          | 0/13 [01:09<00:01,  7.76it/s]
ITERATION - loss: 75.63:   8%|▊         | 1/13 [01:09<00:06,  1.85it/s]
ITERATION - loss: 78.19:  23%|██▎       | 3/13 [01:10<00:04,  2.43it/s]
ITERATION - loss: 118.20:  31%|███       | 4/13 [01:10<00:02,  3.14it/s]
ITERATION - loss: 126.41:  38%|███▊      | 5/13 [01:10<00:02,  3.81it/s]
ITERATION - loss: 100.98:  46%|████▌     | 6/13 [01:10<00:01,  4.63it/s]
ITERATION - loss: 90.34:  54%|█████▍    | 7/13 [01:10<00:01,  5.31it/s] 
ITERATION - loss: 108.73:  62%|██████▏   | 8/13 [01:10<00:00,  5.84it/s]
ITERATION - loss: 110.66:  69%|██████▉   | 9/13 [01:10<00:00,  6.40it/s]
ITERATION - loss: 121.11:  77%|███████▋  | 10/13 [01:10<00:00,  6.79it/s]
ITERATION - loss: 121.59:  85%|████████▍ | 11/13 [01:11<00:00,  7.18it/s]
ITERATION - loss: 115.77:  92%|█████████▏| 12/13 [01:11<00:00,  7.35it/s]
ITERATION - loss: 33.81: 100%|██████████| 13/13 [01:11<00:00,  7.35it/s] 
                                                                        

Training Results - Epoch: 25 Metrics: mse: 55.159, avep: 0.945, top5: 0.940, frac_mc: 0.911, top1: 0.950, mae: 5.861, loss: 101.887

ITERATION - loss: 33.81:   0%|          | 0/13 [01:12<00:01,  7.35it/s]
                                                                       
Validation Results - Epoch: 25 Metrics: mse: 54.652, avep: 0.956, top5: 0.942, frac_mc: 0.926, top1: 0.980, mae: 6.049, loss: 87.315


ITERATION - loss: 33.81:   0%|          | 0/13 [01:12<00:01,  7.35it/s]
                                                                       
mse: 54.652
avep: 0.956
top5: 0.942
frac_mc: 0.926
top1: 0.980
mae: 6.049
loss: 87.315
