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Training Results - Epoch: 0 Metrics: mse: 5.141, avep: 0.956, top5: 0.995, frac_mc: 0.886, top1: 1.000, mae: 1.983, loss: 0.016

ITERATION - loss: 0.00:   0%|          | 0/13 [00:01<?, ?it/s]
Validation Results - Epoch: 0 Metrics: mse: 4.561, avep: 0.954, top5: 0.990, frac_mc: 0.891, top1: 1.000, mae: 1.837, loss: 0.014

                                                              

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ITERATION - loss: 0.01:  54%|█████▍    | 7/13 [00:02<00:02,  2.80it/s]
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ITERATION - loss: 0.01:  69%|██████▉   | 9/13 [00:03<00:01,  3.76it/s]
ITERATION - loss: 0.01:  77%|███████▋  | 10/13 [00:03<00:00,  4.15it/s]
ITERATION - loss: 0.01:  85%|████████▍ | 11/13 [00:03<00:00,  4.68it/s]
ITERATION - loss: 0.01:  92%|█████████▏| 12/13 [00:03<00:00,  4.89it/s]
ITERATION - loss: 0.01: 100%|██████████| 13/13 [00:03<00:00,  4.89it/s]
                                                                       

ITERATION - loss: 0.01:   0%|          | 0/13 [00:04<00:02,  4.89it/s]
Training Results - Epoch: 1 Metrics: mse: 1.652, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 1.018, loss: 0.005

Validation Results - Epoch: 1 Metrics: mse: 1.547, avep: 0.953, top5: 0.990, frac_mc: 0.888, top1: 1.000, mae: 0.982, loss: 0.005

                                                                      

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ITERATION - loss: 0.00:  62%|██████▏   | 8/13 [00:06<00:01,  4.71it/s]
ITERATION - loss: 0.00:  69%|██████▉   | 9/13 [00:06<00:00,  4.98it/s]
ITERATION - loss: 0.00:  77%|███████▋  | 10/13 [00:06<00:00,  5.08it/s]
ITERATION - loss: 0.01:  85%|████████▍ | 11/13 [00:07<00:00,  5.32it/s]
ITERATION - loss: 0.01:  92%|█████████▏| 12/13 [00:07<00:00,  5.49it/s]
ITERATION - loss: 0.00: 100%|██████████| 13/13 [00:07<00:00,  5.49it/s]
                                                                       

Training Results - Epoch: 2 Metrics: mse: 1.607, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 1.002, loss: 0.005

ITERATION - loss: 0.00:   0%|          | 0/13 [00:08<00:02,  5.49it/s]
                                                                      

Validation Results - Epoch: 2 Metrics: mse: 1.514, avep: 0.953, top5: 0.990, frac_mc: 0.888, top1: 1.000, mae: 0.970, loss: 0.005

ITERATION - loss: 0.00:   0%|          | 0/13 [00:08<00:02,  5.49it/s]
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ITERATION - loss: 0.00:  46%|████▌     | 6/13 [00:09<00:01,  3.99it/s]
ITERATION - loss: 0.01:  54%|█████▍    | 7/13 [00:10<00:01,  4.50it/s]
ITERATION - loss: 0.01:  62%|██████▏   | 8/13 [00:10<00:01,  4.76it/s]
ITERATION - loss: 0.00:  69%|██████▉   | 9/13 [00:10<00:00,  5.22it/s]
ITERATION - loss: 0.00:  77%|███████▋  | 10/13 [00:10<00:00,  5.38it/s]
ITERATION - loss: 0.01:  85%|████████▍ | 11/13 [00:10<00:00,  5.61it/s]
ITERATION - loss: 0.00:  92%|█████████▏| 12/13 [00:10<00:00,  5.40it/s]
ITERATION - loss: 0.00: 100%|██████████| 13/13 [00:10<00:00,  5.40it/s]
                                                                       

ITERATION - loss: 0.00:   0%|          | 0/13 [00:12<00:02,  5.40it/s]
Training Results - Epoch: 3 Metrics: mse: 1.470, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.976, loss: 0.004

                                                                      

Validation Results - Epoch: 3 Metrics: mse: 1.621, avep: 0.953, top5: 0.990, frac_mc: 0.888, top1: 1.000, mae: 1.026, loss: 0.005

ITERATION - loss: 0.00:   0%|          | 0/13 [00:12<00:02,  5.40it/s]
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ITERATION - loss: 0.00:  46%|████▌     | 6/13 [00:13<00:01,  3.92it/s]
ITERATION - loss: 0.00:  54%|█████▍    | 7/13 [00:13<00:01,  4.37it/s]
ITERATION - loss: 0.00:  62%|██████▏   | 8/13 [00:13<00:01,  4.69it/s]
ITERATION - loss: 0.00:  69%|██████▉   | 9/13 [00:14<00:00,  5.14it/s]
ITERATION - loss: 0.00:  77%|███████▋  | 10/13 [00:14<00:00,  5.30it/s]
ITERATION - loss: 0.00:  85%|████████▍ | 11/13 [00:14<00:00,  5.58it/s]
ITERATION - loss: 0.00:  92%|█████████▏| 12/13 [00:14<00:00,  5.51it/s]
ITERATION - loss: 0.00: 100%|██████████| 13/13 [00:14<00:00,  5.51it/s]
Training Results - Epoch: 4 Metrics: mse: 1.391, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.942, loss: 0.004

                                                                       

ITERATION - loss: 0.00:   0%|          | 0/13 [00:15<00:02,  5.51it/s]
                                                                      

Validation Results - Epoch: 4 Metrics: mse: 1.420, avep: 0.953, top5: 0.990, frac_mc: 0.889, top1: 1.000, mae: 0.953, loss: 0.004

ITERATION - loss: 0.00:   0%|          | 0/13 [00:16<00:02,  5.51it/s]
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ITERATION - loss: 0.00:  69%|██████▉   | 9/13 [00:17<00:00,  4.93it/s]
ITERATION - loss: 0.01:  77%|███████▋  | 10/13 [00:17<00:00,  5.36it/s]
ITERATION - loss: 0.00:  85%|████████▍ | 11/13 [00:18<00:00,  5.31it/s]
ITERATION - loss: 0.00:  92%|█████████▏| 12/13 [00:18<00:00,  5.71it/s]
ITERATION - loss: 0.00: 100%|██████████| 13/13 [00:18<00:00,  5.71it/s]
                                                                       

Training Results - Epoch: 5 Metrics: mse: 1.394, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.951, loss: 0.004

ITERATION - loss: 0.00:   0%|          | 0/13 [00:19<00:02,  5.71it/s]
                                                                      

Validation Results - Epoch: 5 Metrics: mse: 1.487, avep: 0.953, top5: 0.990, frac_mc: 0.888, top1: 1.000, mae: 0.983, loss: 0.005

ITERATION - loss: 0.00:   0%|          | 0/13 [00:19<00:02,  5.71it/s]
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ITERATION - loss: 0.00:  31%|███       | 4/13 [00:20<00:02,  3.01it/s]
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ITERATION - loss: 0.01:  62%|██████▏   | 8/13 [00:21<00:01,  4.88it/s]
ITERATION - loss: 0.00:  69%|██████▉   | 9/13 [00:21<00:00,  5.00it/s]
ITERATION - loss: 0.00:  77%|███████▋  | 10/13 [00:21<00:00,  5.36it/s]
ITERATION - loss: 0.00:  85%|████████▍ | 11/13 [00:21<00:00,  5.36it/s]
ITERATION - loss: 0.00:  92%|█████████▏| 12/13 [00:21<00:00,  5.70it/s]
ITERATION - loss: 0.00: 100%|██████████| 13/13 [00:21<00:00,  5.70it/s]
                                                                       

ITERATION - loss: 0.00:   0%|          | 0/13 [00:23<00:02,  5.70it/s]
Training Results - Epoch: 6 Metrics: mse: 1.384, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.943, loss: 0.004

                                                                      

Validation Results - Epoch: 6 Metrics: mse: 1.424, avep: 0.953, top5: 0.990, frac_mc: 0.888, top1: 1.000, mae: 0.957, loss: 0.004

ITERATION - loss: 0.00:   0%|          | 0/13 [00:23<00:02,  5.70it/s]
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ITERATION - loss: 0.00:  62%|██████▏   | 8/13 [00:24<00:01,  4.81it/s]
ITERATION - loss: 0.00:  69%|██████▉   | 9/13 [00:24<00:00,  4.97it/s]
ITERATION - loss: 0.00:  77%|███████▋  | 10/13 [00:25<00:00,  5.37it/s]
ITERATION - loss: 0.01:  85%|████████▍ | 11/13 [00:25<00:00,  5.52it/s]
ITERATION - loss: 0.00:  92%|█████████▏| 12/13 [00:25<00:00,  5.80it/s]
ITERATION - loss: 0.01: 100%|██████████| 13/13 [00:25<00:00,  5.80it/s]
                                                                       

Training Results - Epoch: 7 Metrics: mse: 1.386, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.949, loss: 0.004

ITERATION - loss: 0.01:   0%|          | 0/13 [00:26<00:02,  5.80it/s]
Validation Results - Epoch: 7 Metrics: mse: 1.470, avep: 0.953, top5: 0.990, frac_mc: 0.888, top1: 1.000, mae: 0.977, loss: 0.005

                                                                      

ITERATION - loss: 0.01:   0%|          | 0/13 [00:27<00:02,  5.80it/s]
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ITERATION - loss: 0.00:  69%|██████▉   | 9/13 [00:28<00:00,  5.00it/s]
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ITERATION - loss: 0.00:  85%|████████▍ | 11/13 [00:28<00:00,  5.41it/s]
ITERATION - loss: 0.00:  92%|█████████▏| 12/13 [00:29<00:00,  5.45it/s]
ITERATION - loss: 0.00: 100%|██████████| 13/13 [00:29<00:00,  5.45it/s]
                                                                       

Training Results - Epoch: 8 Metrics: mse: 1.379, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.943, loss: 0.004

ITERATION - loss: 0.00:   0%|          | 0/13 [00:30<00:02,  5.45it/s]
Validation Results - Epoch: 8 Metrics: mse: 1.429, avep: 0.953, top5: 0.990, frac_mc: 0.888, top1: 1.000, mae: 0.961, loss: 0.004

                                                                      

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ITERATION - loss: 0.00:  54%|█████▍    | 7/13 [00:31<00:01,  4.41it/s]
ITERATION - loss: 0.00:  62%|██████▏   | 8/13 [00:32<00:01,  4.63it/s]
ITERATION - loss: 0.00:  69%|██████▉   | 9/13 [00:32<00:00,  4.80it/s]
ITERATION - loss: 0.00:  77%|███████▋  | 10/13 [00:32<00:00,  5.09it/s]
ITERATION - loss: 0.00:  85%|████████▍ | 11/13 [00:32<00:00,  5.01it/s]
ITERATION - loss: 0.00:  92%|█████████▏| 12/13 [00:32<00:00,  5.32it/s]
ITERATION - loss: 0.00: 100%|██████████| 13/13 [00:32<00:00,  5.32it/s]
Training Results - Epoch: 9 Metrics: mse: 1.383, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.947, loss: 0.004

                                                                       

ITERATION - loss: 0.00:   0%|          | 0/13 [00:34<00:02,  5.32it/s]
Validation Results - Epoch: 9 Metrics: mse: 1.467, avep: 0.953, top5: 0.990, frac_mc: 0.888, top1: 1.000, mae: 0.976, loss: 0.005

                                                                      

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ITERATION - loss: 0.01: 100%|██████████| 13/13 [00:36<00:00,  5.60it/s]
                                                                       
Training Results - Epoch: 10 Metrics: mse: 1.376, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.942, loss: 0.004

ITERATION - loss: 0.01:   0%|          | 0/13 [00:37<00:02,  5.60it/s]
                                                                      

Validation Results - Epoch: 10 Metrics: mse: 1.428, avep: 0.953, top5: 0.990, frac_mc: 0.888, top1: 1.000, mae: 0.961, loss: 0.004

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ITERATION - loss: 0.00:  92%|█████████▏| 12/13 [00:40<00:00,  5.55it/s]
ITERATION - loss: 0.00: 100%|██████████| 13/13 [00:40<00:00,  5.55it/s]
                                                                       

Training Results - Epoch: 11 Metrics: mse: 1.376, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.945, loss: 0.004

ITERATION - loss: 0.00:   0%|          | 0/13 [00:41<00:02,  5.55it/s]
                                                                      

Validation Results - Epoch: 11 Metrics: mse: 1.447, avep: 0.953, top5: 0.990, frac_mc: 0.888, top1: 1.000, mae: 0.969, loss: 0.005

ITERATION - loss: 0.00:   0%|          | 0/13 [00:41<00:02,  5.55it/s]
ITERATION - loss: 0.00:   8%|▊         | 1/13 [00:41<00:07,  1.53it/s]
ITERATION - loss: 0.00:  15%|█▌        | 2/13 [00:42<00:05,  1.95it/s]
ITERATION - loss: 0.00:  23%|██▎       | 3/13 [00:42<00:04,  2.45it/s]
ITERATION - loss: 0.01:  31%|███       | 4/13 [00:42<00:03,  2.96it/s]
ITERATION - loss: 0.00:  38%|███▊      | 5/13 [00:42<00:02,  3.52it/s]
ITERATION - loss: 0.00:  46%|████▌     | 6/13 [00:42<00:01,  3.99it/s]
ITERATION - loss: 0.00:  54%|█████▍    | 7/13 [00:42<00:01,  4.47it/s]
ITERATION - loss: 0.01:  62%|██████▏   | 8/13 [00:43<00:01,  4.71it/s]
ITERATION - loss: 0.00:  69%|██████▉   | 9/13 [00:43<00:00,  5.10it/s]
ITERATION - loss: 0.00:  77%|███████▋  | 10/13 [00:43<00:00,  5.12it/s]
ITERATION - loss: 0.01:  85%|████████▍ | 11/13 [00:43<00:00,  5.44it/s]
ITERATION - loss: 0.00:  92%|█████████▏| 12/13 [00:43<00:00,  5.49it/s]
ITERATION - loss: 0.00: 100%|██████████| 13/13 [00:43<00:00,  5.49it/s]
                                                                       

Training Results - Epoch: 12 Metrics: mse: 1.377, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.945, loss: 0.004

ITERATION - loss: 0.00:   0%|          | 0/13 [00:44<00:02,  5.49it/s]
                                                                      

Validation Results - Epoch: 12 Metrics: mse: 1.452, avep: 0.953, top5: 0.990, frac_mc: 0.888, top1: 1.000, mae: 0.971, loss: 0.005

ITERATION - loss: 0.00:   0%|          | 0/13 [00:45<00:02,  5.49it/s]
ITERATION - loss: 0.00:   8%|▊         | 1/13 [00:45<00:07,  1.55it/s]
ITERATION - loss: 0.00:  15%|█▌        | 2/13 [00:45<00:05,  1.96it/s]
ITERATION - loss: 0.00:  23%|██▎       | 3/13 [00:45<00:04,  2.46it/s]
ITERATION - loss: 0.00:  31%|███       | 4/13 [00:45<00:03,  2.96it/s]
ITERATION - loss: 0.00:  38%|███▊      | 5/13 [00:46<00:02,  3.49it/s]
ITERATION - loss: 0.00:  46%|████▌     | 6/13 [00:46<00:01,  3.95it/s]
ITERATION - loss: 0.01:  54%|█████▍    | 7/13 [00:46<00:01,  4.40it/s]
ITERATION - loss: 0.00:  62%|██████▏   | 8/13 [00:46<00:01,  4.60it/s]
ITERATION - loss: 0.00:  69%|██████▉   | 9/13 [00:46<00:00,  5.02it/s]
ITERATION - loss: 0.01:  77%|███████▋  | 10/13 [00:47<00:00,  5.10it/s]
ITERATION - loss: 0.00:  85%|████████▍ | 11/13 [00:47<00:00,  5.44it/s]
ITERATION - loss: 0.00:  92%|█████████▏| 12/13 [00:47<00:00,  5.47it/s]
ITERATION - loss: 0.00: 100%|██████████| 13/13 [00:47<00:00,  5.47it/s]
                                                                       

ITERATION - loss: 0.00:   0%|          | 0/13 [00:48<00:02,  5.47it/s]
Training Results - Epoch: 13 Metrics: mse: 1.376, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.944, loss: 0.004

Validation Results - Epoch: 13 Metrics: mse: 1.444, avep: 0.953, top5: 0.990, frac_mc: 0.889, top1: 1.000, mae: 0.968, loss: 0.004

                                                                      

ITERATION - loss: 0.00:   0%|          | 0/13 [00:48<00:02,  5.47it/s]
ITERATION - loss: 0.00:   8%|▊         | 1/13 [00:49<00:07,  1.51it/s]
ITERATION - loss: 0.00:  15%|█▌        | 2/13 [00:49<00:05,  1.91it/s]
ITERATION - loss: 0.00:  23%|██▎       | 3/13 [00:49<00:04,  2.43it/s]
ITERATION - loss: 0.00:  31%|███       | 4/13 [00:49<00:03,  2.93it/s]
ITERATION - loss: 0.00:  38%|███▊      | 5/13 [00:49<00:02,  3.52it/s]
ITERATION - loss: 0.00:  46%|████▌     | 6/13 [00:50<00:01,  3.88it/s]
ITERATION - loss: 0.01:  54%|█████▍    | 7/13 [00:50<00:01,  4.36it/s]
ITERATION - loss: 0.00:  62%|██████▏   | 8/13 [00:50<00:01,  4.65it/s]
ITERATION - loss: 0.00:  69%|██████▉   | 9/13 [00:50<00:00,  4.84it/s]
ITERATION - loss: 0.00:  77%|███████▋  | 10/13 [00:50<00:00,  5.02it/s]
ITERATION - loss: 0.01:  85%|████████▍ | 11/13 [00:50<00:00,  5.33it/s]
ITERATION - loss: 0.00:  92%|█████████▏| 12/13 [00:51<00:00,  5.25it/s]
ITERATION - loss: 0.00: 100%|██████████| 13/13 [00:51<00:00,  5.25it/s]
                                                                       

Training Results - Epoch: 14 Metrics: mse: 1.374, avep: 0.956, top5: 0.995, frac_mc: 0.885, top1: 1.000, mae: 0.943, loss: 0.004

ITERATION - loss: 0.00:   0%|          | 0/13 [00:52<00:02,  5.25it/s]
                                                                      

Validation Results - Epoch: 14 Metrics: mse: 1.437, avep: 0.953, top5: 0.990, frac_mc: 0.889, top1: 1.000, mae: 0.965, loss: 0.004

ITERATION - loss: 0.00:   0%|          | 0/13 [00:52<00:02,  5.25it/s]
                                                                      
mse: 1.437
avep: 0.953
top5: 0.990
frac_mc: 0.889
top1: 1.000
mae: 0.965
loss: 0.004
