
ITERATION - loss: 0.00:   0%|          | 0/50 [00:00<?, ?it/s]
ITERATION - loss: 0.00:   0%|          | 0/50 [00:00<?, ?it/s]
                                                              

Training Results - Epoch: 0 Metrics: mse: 79.931, mae: 7.927, top1: 0.632, frac_mc: 0.742, loss: 142.224

ITERATION - loss: 0.00:   0%|          | 0/50 [00:01<?, ?it/s]
                                                              

Validation Results - Epoch: 0 Metrics: mse: 85.642, mae: 8.074, top1: 0.710, frac_mc: 0.796, loss: 125.366

ITERATION - loss: 0.00:   0%|          | 0/50 [00:01<?, ?it/s]
ITERATION - loss: 223.81:   2%|2         | 1/50 [00:01<01:08,  1.41s/it]
ITERATION - loss: 33.17:  10%|#         | 5/50 [00:01<00:44,  1.01it/s] 
ITERATION - loss: 30.66:  18%|#8        | 9/50 [00:01<00:28,  1.42it/s]
ITERATION - loss: 13.74:  26%|##6       | 13/50 [00:01<00:18,  1.99it/s]
ITERATION - loss: 25.27:  34%|###4      | 17/50 [00:01<00:11,  2.77it/s]
ITERATION - loss: 21.11:  42%|####2     | 21/50 [00:02<00:07,  3.83it/s]
ITERATION - loss: 29.99:  50%|#####     | 25/50 [00:02<00:04,  5.21it/s]
ITERATION - loss: 13.48:  58%|#####8    | 29/50 [00:02<00:03,  6.98it/s]
ITERATION - loss: 60.33:  66%|######6   | 33/50 [00:02<00:01,  9.17it/s]
ITERATION - loss: 18.36:  74%|#######4  | 37/50 [00:02<00:01, 11.69it/s]
ITERATION - loss: 18.02:  82%|########2 | 41/50 [00:02<00:00, 14.54it/s]
ITERATION - loss: 17.38:  90%|######### | 45/50 [00:02<00:00, 17.56it/s]
ITERATION - loss: 59.55:  98%|#########8| 49/50 [00:02<00:00, 20.55it/s]
ITERATION - loss: 28.06: 100%|##########| 50/50 [00:02<00:00, 20.55it/s]
                                                                        

Training Results - Epoch: 1 Metrics: mse: 38.704, mae: 5.708, top1: 0.993, frac_mc: 0.888, loss: 25.752

ITERATION - loss: 28.06:   0%|          | 0/50 [00:03<00:02, 20.55it/s]
                                                                       

Validation Results - Epoch: 1 Metrics: mse: 40.585, mae: 5.792, top1: 0.980, frac_mc: 0.900, loss: 21.099

ITERATION - loss: 28.06:   0%|          | 0/50 [00:04<00:02, 20.55it/s]
ITERATION - loss: 48.68:   8%|8         | 4/50 [00:04<00:06,  6.74it/s]
ITERATION - loss: 30.94:  16%|#6        | 8/50 [00:04<00:04,  8.88it/s]
ITERATION - loss: 24.49:  24%|##4       | 12/50 [00:04<00:03, 11.32it/s]
ITERATION - loss: 27.36:  32%|###2      | 16/50 [00:04<00:02, 14.15it/s]
ITERATION - loss: 21.27:  40%|####      | 20/50 [00:04<00:01, 17.18it/s]
ITERATION - loss: 14.12:  48%|####8     | 24/50 [00:04<00:01, 20.18it/s]
ITERATION - loss: 21.04:  56%|#####6    | 28/50 [00:05<00:00, 22.89it/s]
ITERATION - loss: 18.92:  64%|######4   | 32/50 [00:05<00:00, 25.24it/s]
ITERATION - loss: 39.02:  72%|#######2  | 36/50 [00:05<00:00, 27.18it/s]
ITERATION - loss: 29.16:  80%|########  | 40/50 [00:05<00:00, 28.64it/s]
ITERATION - loss: 29.27:  88%|########8 | 44/50 [00:05<00:00, 30.08it/s]
ITERATION - loss: 24.29:  96%|#########6| 48/50 [00:05<00:00, 30.65it/s]
ITERATION - loss: 26.91: 100%|##########| 50/50 [00:05<00:00, 30.65it/s]
                                                                        

Training Results - Epoch: 2 Metrics: mse: 17.815, mae: 3.419, top1: 0.993, frac_mc: 0.888, loss: 33.455

ITERATION - loss: 26.91:   0%|          | 0/50 [00:06<00:01, 30.65it/s]
                                                                       

Validation Results - Epoch: 2 Metrics: mse: 19.385, mae: 3.490, top1: 0.980, frac_mc: 0.900, loss: 26.552

ITERATION - loss: 26.91:   0%|          | 0/50 [00:07<00:01, 30.65it/s]
ITERATION - loss: 32.60:   8%|8         | 4/50 [00:07<00:06,  7.16it/s]
ITERATION - loss: 32.92:  16%|#6        | 8/50 [00:07<00:04,  9.39it/s]
ITERATION - loss: 19.64:  24%|##4       | 12/50 [00:07<00:03, 11.90it/s]
ITERATION - loss: 16.94:  32%|###2      | 16/50 [00:07<00:02, 14.78it/s]
ITERATION - loss: 17.11:  40%|####      | 20/50 [00:07<00:01, 17.80it/s]
ITERATION - loss: 10.23:  48%|####8     | 24/50 [00:07<00:01, 20.60it/s]
ITERATION - loss: 22.79:  56%|#####6    | 28/50 [00:07<00:00, 23.28it/s]
ITERATION - loss: 23.12:  64%|######4   | 32/50 [00:08<00:00, 25.69it/s]
ITERATION - loss: 47.33:  72%|#######2  | 36/50 [00:08<00:00, 27.73it/s]
ITERATION - loss: 42.77:  80%|########  | 40/50 [00:08<00:00, 29.37it/s]
ITERATION - loss: 43.38:  88%|########8 | 44/50 [00:08<00:00, 30.69it/s]
ITERATION - loss: 19.08:  96%|#########6| 48/50 [00:08<00:00, 31.27it/s]
ITERATION - loss: 13.60: 100%|##########| 50/50 [00:08<00:00, 31.27it/s]
                                                                        

Training Results - Epoch: 3 Metrics: mse: 35.754, mae: 5.472, top1: 0.993, frac_mc: 0.888, loss: 24.045

ITERATION - loss: 13.60:   0%|          | 0/50 [00:09<00:01, 31.27it/s]
                                                                       

Validation Results - Epoch: 3 Metrics: mse: 37.537, mae: 5.555, top1: 0.980, frac_mc: 0.900, loss: 19.196

ITERATION - loss: 13.60:   0%|          | 0/50 [00:10<00:01, 31.27it/s]
ITERATION - loss: 23.79:   8%|8         | 4/50 [00:10<00:06,  7.12it/s]
ITERATION - loss: 18.51:  16%|#6        | 8/50 [00:10<00:04,  9.31it/s]
ITERATION - loss: 11.94:  24%|##4       | 12/50 [00:10<00:03, 11.90it/s]
ITERATION - loss: 31.97:  32%|###2      | 16/50 [00:10<00:02, 14.80it/s]
ITERATION - loss: 6.72:  40%|####      | 20/50 [00:10<00:01, 17.83it/s] 
ITERATION - loss: 38.58:  48%|####8     | 24/50 [00:10<00:01, 20.79it/s]
ITERATION - loss: 38.91:  56%|#####6    | 28/50 [00:10<00:00, 23.35it/s]
ITERATION - loss: 16.79:  64%|######4   | 32/50 [00:10<00:00, 25.85it/s]
ITERATION - loss: 15.09:  72%|#######2  | 36/50 [00:11<00:00, 27.69it/s]
ITERATION - loss: 27.50:  80%|########  | 40/50 [00:11<00:00, 29.22it/s]
ITERATION - loss: 57.81:  88%|########8 | 44/50 [00:11<00:00, 30.49it/s]
ITERATION - loss: 45.02:  96%|#########6| 48/50 [00:11<00:00, 30.97it/s]
ITERATION - loss: 25.13: 100%|##########| 50/50 [00:11<00:00, 30.97it/s]
                                                                        

Training Results - Epoch: 4 Metrics: mse: 20.810, mae: 4.153, top1: 0.993, frac_mc: 0.888, loss: 23.535

ITERATION - loss: 25.13:   0%|          | 0/50 [00:12<00:01, 30.97it/s]
                                                                       

Validation Results - Epoch: 4 Metrics: mse: 21.375, mae: 4.201, top1: 0.980, frac_mc: 0.900, loss: 19.011

ITERATION - loss: 25.13:   0%|          | 0/50 [00:12<00:01, 30.97it/s]
ITERATION - loss: 21.69:   8%|8         | 4/50 [00:12<00:06,  7.18it/s]
ITERATION - loss: 13.72:  16%|#6        | 8/50 [00:13<00:04,  9.41it/s]
ITERATION - loss: 33.99:  24%|##4       | 12/50 [00:13<00:03, 11.99it/s]
ITERATION - loss: 17.89:  32%|###2      | 16/50 [00:13<00:02, 14.90it/s]
ITERATION - loss: 22.74:  40%|####      | 20/50 [00:13<00:01, 17.88it/s]
ITERATION - loss: 20.96:  48%|####8     | 24/50 [00:13<00:01, 20.78it/s]
ITERATION - loss: 30.96:  56%|#####6    | 28/50 [00:13<00:00, 23.48it/s]
ITERATION - loss: 22.66:  64%|######4   | 32/50 [00:13<00:00, 25.78it/s]
ITERATION - loss: 16.89:  72%|#######2  | 36/50 [00:13<00:00, 27.85it/s]
ITERATION - loss: 17.00:  80%|########  | 40/50 [00:14<00:00, 29.27it/s]
ITERATION - loss: 24.65:  88%|########8 | 44/50 [00:14<00:00, 30.24it/s]
ITERATION - loss: 18.81:  96%|#########6| 48/50 [00:14<00:00, 31.24it/s]
ITERATION - loss: 19.44: 100%|##########| 50/50 [00:14<00:00, 31.24it/s]
                                                                        

Training Results - Epoch: 5 Metrics: mse: 13.630, mae: 3.190, top1: 0.993, frac_mc: 0.888, loss: 24.914

ITERATION - loss: 19.44:   0%|          | 0/50 [00:15<00:01, 31.24it/s]
                                                                       

Validation Results - Epoch: 5 Metrics: mse: 13.774, mae: 3.220, top1: 0.980, frac_mc: 0.900, loss: 19.965

ITERATION - loss: 19.44:   0%|          | 0/50 [00:15<00:01, 31.24it/s]
ITERATION - loss: 22.12:   8%|8         | 4/50 [00:15<00:06,  7.20it/s]
ITERATION - loss: 20.03:  16%|#6        | 8/50 [00:15<00:04,  9.38it/s]
ITERATION - loss: 26.93:  24%|##4       | 12/50 [00:16<00:03, 12.00it/s]
ITERATION - loss: 18.58:  32%|###2      | 16/50 [00:16<00:02, 14.79it/s]
ITERATION - loss: 44.92:  40%|####      | 20/50 [00:16<00:01, 17.83it/s]
ITERATION - loss: 23.85:  48%|####8     | 24/50 [00:16<00:01, 20.62it/s]
ITERATION - loss: 27.11:  56%|#####6    | 28/50 [00:16<00:00, 23.40it/s]
ITERATION - loss: 12.23:  64%|######4   | 32/50 [00:16<00:00, 25.55it/s]
ITERATION - loss: 25.54:  72%|#######2  | 36/50 [00:16<00:00, 27.42it/s]
ITERATION - loss: 20.77:  80%|########  | 40/50 [00:16<00:00, 28.87it/s]
ITERATION - loss: 20.28:  88%|########8 | 44/50 [00:17<00:00, 30.25it/s]
ITERATION - loss: 25.31:  96%|#########6| 48/50 [00:17<00:00, 30.98it/s]
ITERATION - loss: 23.47: 100%|##########| 50/50 [00:17<00:00, 30.98it/s]
                                                                        

Training Results - Epoch: 6 Metrics: mse: 17.299, mae: 3.727, top1: 0.990, frac_mc: 0.888, loss: 23.198

ITERATION - loss: 23.47:   0%|          | 0/50 [00:18<00:01, 30.98it/s]
                                                                       

Validation Results - Epoch: 6 Metrics: mse: 17.758, mae: 3.774, top1: 0.980, frac_mc: 0.897, loss: 18.889

ITERATION - loss: 23.47:   0%|          | 0/50 [00:18<00:01, 30.98it/s]
ITERATION - loss: 46.86:   8%|8         | 4/50 [00:18<00:06,  7.20it/s]
ITERATION - loss: 27.08:  16%|#6        | 8/50 [00:18<00:04,  9.44it/s]
ITERATION - loss: 13.71:  24%|##4       | 12/50 [00:18<00:03, 11.95it/s]
ITERATION - loss: 21.52:  32%|###2      | 16/50 [00:19<00:02, 14.86it/s]
ITERATION - loss: 22.06:  40%|####      | 20/50 [00:19<00:01, 17.74it/s]
ITERATION - loss: 24.43:  48%|####8     | 24/50 [00:19<00:01, 20.76it/s]
ITERATION - loss: 26.19:  56%|#####6    | 28/50 [00:19<00:00, 23.42it/s]
ITERATION - loss: 14.11:  64%|######4   | 32/50 [00:19<00:00, 25.89it/s]
ITERATION - loss: 15.41:  72%|#######2  | 36/50 [00:19<00:00, 27.88it/s]
ITERATION - loss: 15.07:  80%|########  | 40/50 [00:19<00:00, 29.19it/s]
ITERATION - loss: 17.21:  88%|########8 | 44/50 [00:19<00:00, 30.29it/s]
ITERATION - loss: 26.52:  96%|#########6| 48/50 [00:20<00:00, 30.04it/s]
ITERATION - loss: 31.44: 100%|##########| 50/50 [00:20<00:00, 30.04it/s]
                                                                        

Training Results - Epoch: 7 Metrics: mse: 22.309, mae: 4.292, top1: 0.993, frac_mc: 0.888, loss: 22.347

ITERATION - loss: 31.44:   0%|          | 0/50 [00:21<00:01, 30.04it/s]
                                                                       

Validation Results - Epoch: 7 Metrics: mse: 23.166, mae: 4.352, top1: 0.980, frac_mc: 0.896, loss: 18.262

ITERATION - loss: 31.44:   0%|          | 0/50 [00:21<00:01, 30.04it/s]
ITERATION - loss: 17.83:   8%|8         | 4/50 [00:21<00:06,  7.14it/s]
ITERATION - loss: 35.97:  16%|#6        | 8/50 [00:21<00:04,  9.35it/s]
ITERATION - loss: 20.13:  24%|##4       | 12/50 [00:21<00:03, 11.83it/s]
ITERATION - loss: 29.55:  32%|###2      | 16/50 [00:21<00:02, 14.68it/s]
ITERATION - loss: 11.16:  40%|####      | 20/50 [00:22<00:01, 17.69it/s]
ITERATION - loss: 14.82:  48%|####8     | 24/50 [00:22<00:01, 20.43it/s]
ITERATION - loss: 16.59:  56%|#####6    | 28/50 [00:22<00:00, 23.18it/s]
ITERATION - loss: 29.25:  64%|######4   | 32/50 [00:22<00:00, 25.45it/s]
ITERATION - loss: 15.44:  72%|#######2  | 36/50 [00:22<00:00, 27.58it/s]
ITERATION - loss: 29.91:  80%|########  | 40/50 [00:22<00:00, 29.25it/s]
ITERATION - loss: 19.96:  88%|########8 | 44/50 [00:22<00:00, 30.37it/s]
ITERATION - loss: 30.08:  96%|#########6| 48/50 [00:22<00:00, 30.96it/s]
ITERATION - loss: 26.61: 100%|##########| 50/50 [00:23<00:00, 30.96it/s]
                                                                        

Training Results - Epoch: 8 Metrics: mse: 37.363, mae: 5.518, top1: 0.990, frac_mc: 0.887, loss: 21.115

ITERATION - loss: 26.61:   0%|          | 0/50 [00:24<00:01, 30.96it/s]
                                                                       

Validation Results - Epoch: 8 Metrics: mse: 39.535, mae: 5.610, top1: 0.980, frac_mc: 0.897, loss: 17.511

ITERATION - loss: 26.61:   0%|          | 0/50 [00:24<00:01, 30.96it/s]
ITERATION - loss: 12.78:   8%|8         | 4/50 [00:24<00:06,  7.19it/s]
ITERATION - loss: 20.61:  16%|#6        | 8/50 [00:24<00:04,  9.39it/s]
ITERATION - loss: 35.17:  24%|##4       | 12/50 [00:24<00:03, 12.01it/s]
ITERATION - loss: 17.40:  32%|###2      | 16/50 [00:24<00:02, 14.91it/s]
ITERATION - loss: 20.81:  40%|####      | 20/50 [00:24<00:01, 17.94it/s]
ITERATION - loss: 16.42:  48%|####8     | 24/50 [00:25<00:01, 20.72it/s]
ITERATION - loss: 11.00:  56%|#####6    | 28/50 [00:25<00:00, 23.51it/s]
ITERATION - loss: 14.66:  64%|######4   | 32/50 [00:25<00:00, 25.62it/s]
ITERATION - loss: 16.80:  72%|#######2  | 36/50 [00:25<00:00, 27.68it/s]
ITERATION - loss: 18.47:  80%|########  | 40/50 [00:25<00:00, 29.03it/s]
ITERATION - loss: 18.93:  88%|########8 | 44/50 [00:25<00:00, 30.17it/s]
ITERATION - loss: 26.89:  96%|#########6| 48/50 [00:25<00:00, 31.21it/s]
ITERATION - loss: 30.24: 100%|##########| 50/50 [00:25<00:00, 31.21it/s]
                                                                        

Training Results - Epoch: 9 Metrics: mse: 17.131, mae: 3.692, top1: 0.990, frac_mc: 0.888, loss: 23.606

ITERATION - loss: 30.24:   0%|          | 0/50 [00:26<00:01, 31.21it/s]
Validation Results - Epoch: 9 Metrics: mse: 17.875, mae: 3.755, top1: 0.980, frac_mc: 0.897, loss: 19.277
                                                                       

ITERATION - loss: 30.24:   0%|          | 0/50 [00:27<00:01, 31.21it/s]
ITERATION - loss: 41.15:   8%|8         | 4/50 [00:27<00:06,  7.20it/s]
ITERATION - loss: 18.91:  16%|#6        | 8/50 [00:27<00:04,  9.41it/s]
ITERATION - loss: 23.09:  24%|##4       | 12/50 [00:27<00:03, 12.00it/s]
ITERATION - loss: 26.74:  32%|###2      | 16/50 [00:27<00:02, 14.86it/s]
ITERATION - loss: 8.96:  40%|####      | 20/50 [00:27<00:01, 17.85it/s] 
ITERATION - loss: 29.14:  48%|####8     | 24/50 [00:27<00:01, 20.65it/s]
ITERATION - loss: 18.88:  56%|#####6    | 28/50 [00:28<00:00, 23.32it/s]
ITERATION - loss: 21.13:  64%|######4   | 32/50 [00:28<00:00, 25.76it/s]
ITERATION - loss: 24.86:  72%|#######2  | 36/50 [00:28<00:00, 27.62it/s]
ITERATION - loss: 14.54:  80%|########  | 40/50 [00:28<00:00, 28.99it/s]
ITERATION - loss: 12.96:  88%|########8 | 44/50 [00:28<00:00, 30.30it/s]
ITERATION - loss: 38.80:  96%|#########6| 48/50 [00:28<00:00, 31.30it/s]
ITERATION - loss: 28.73: 100%|##########| 50/50 [00:28<00:00, 31.30it/s]
                                                                        

Training Results - Epoch: 10 Metrics: mse: 33.287, mae: 5.222, top1: 0.990, frac_mc: 0.887, loss: 20.861

ITERATION - loss: 28.73:   0%|          | 0/50 [00:29<00:01, 31.30it/s]
                                                                       

Validation Results - Epoch: 10 Metrics: mse: 35.209, mae: 5.312, top1: 0.980, frac_mc: 0.896, loss: 17.385

ITERATION - loss: 28.73:   0%|          | 0/50 [00:30<00:01, 31.30it/s]
ITERATION - loss: 21.10:   8%|8         | 4/50 [00:30<00:06,  7.10it/s]
ITERATION - loss: 17.47:  16%|#6        | 8/50 [00:30<00:04,  9.32it/s]
ITERATION - loss: 38.83:  24%|##4       | 12/50 [00:30<00:03, 11.89it/s]
ITERATION - loss: 31.74:  32%|###2      | 16/50 [00:30<00:02, 14.84it/s]
ITERATION - loss: 45.31:  40%|####      | 20/50 [00:30<00:01, 17.82it/s]
ITERATION - loss: 8.97:  48%|####8     | 24/50 [00:30<00:01, 20.67it/s] 
ITERATION - loss: 29.14:  56%|#####6    | 28/50 [00:30<00:00, 23.13it/s]
ITERATION - loss: 18.39:  64%|######4   | 32/50 [00:31<00:00, 25.61it/s]
ITERATION - loss: 22.77:  72%|#######2  | 36/50 [00:31<00:00, 27.67it/s]
ITERATION - loss: 18.55:  80%|########  | 40/50 [00:31<00:00, 28.94it/s]
ITERATION - loss: 24.61:  88%|########8 | 44/50 [00:31<00:00, 30.36it/s]
ITERATION - loss: 29.32:  96%|#########6| 48/50 [00:31<00:00, 31.07it/s]
ITERATION - loss: 23.42: 100%|##########| 50/50 [00:31<00:00, 31.07it/s]
                                                                        

Training Results - Epoch: 11 Metrics: mse: 30.761, mae: 5.019, top1: 0.990, frac_mc: 0.888, loss: 20.947

ITERATION - loss: 23.42:   0%|          | 0/50 [00:32<00:01, 31.07it/s]
                                                                       

Validation Results - Epoch: 11 Metrics: mse: 32.588, mae: 5.111, top1: 0.980, frac_mc: 0.894, loss: 17.454

ITERATION - loss: 23.42:   0%|          | 0/50 [00:33<00:01, 31.07it/s]
ITERATION - loss: 29.53:   8%|8         | 4/50 [00:33<00:06,  7.19it/s]
ITERATION - loss: 25.86:  16%|#6        | 8/50 [00:33<00:04,  9.40it/s]
ITERATION - loss: 8.81:  24%|##4       | 12/50 [00:33<00:03, 12.00it/s]
ITERATION - loss: 15.11:  32%|###2      | 16/50 [00:33<00:02, 14.90it/s]
ITERATION - loss: 40.73:  40%|####      | 20/50 [00:33<00:01, 17.87it/s]
ITERATION - loss: 22.32:  48%|####8     | 24/50 [00:33<00:01, 20.84it/s]
ITERATION - loss: 28.65:  56%|#####6    | 28/50 [00:33<00:00, 23.40it/s]
ITERATION - loss: 19.88:  64%|######4   | 32/50 [00:33<00:00, 25.81it/s]
ITERATION - loss: 12.39:  72%|#######2  | 36/50 [00:34<00:00, 27.58it/s]
ITERATION - loss: 10.48:  80%|########  | 40/50 [00:34<00:00, 29.29it/s]
ITERATION - loss: 29.46:  88%|########8 | 44/50 [00:34<00:00, 30.46it/s]
ITERATION - loss: 16.36:  96%|#########6| 48/50 [00:34<00:00, 31.26it/s]
ITERATION - loss: 15.25: 100%|##########| 50/50 [00:34<00:00, 31.26it/s]
                                                                        

Training Results - Epoch: 12 Metrics: mse: 37.455, mae: 5.538, top1: 0.993, frac_mc: 0.888, loss: 21.227

ITERATION - loss: 15.25:   0%|          | 0/50 [00:35<00:01, 31.26it/s]
                                                                       

Validation Results - Epoch: 12 Metrics: mse: 39.641, mae: 5.632, top1: 0.980, frac_mc: 0.896, loss: 17.415

ITERATION - loss: 15.25:   0%|          | 0/50 [00:35<00:01, 31.26it/s]
ITERATION - loss: 20.76:   8%|8         | 4/50 [00:35<00:06,  7.20it/s]
ITERATION - loss: 26.94:  16%|#6        | 8/50 [00:36<00:04,  9.39it/s]
ITERATION - loss: 24.20:  24%|##4       | 12/50 [00:36<00:03, 12.01it/s]
ITERATION - loss: 15.54:  32%|###2      | 16/50 [00:36<00:02, 14.87it/s]
ITERATION - loss: 18.49:  40%|####      | 20/50 [00:36<00:01, 17.89it/s]
ITERATION - loss: 26.74:  48%|####8     | 24/50 [00:36<00:01, 20.70it/s]
ITERATION - loss: 22.75:  56%|#####6    | 28/50 [00:36<00:00, 23.50it/s]
ITERATION - loss: 12.47:  64%|######4   | 32/50 [00:36<00:00, 25.77it/s]
ITERATION - loss: 28.45:  72%|#######2  | 36/50 [00:36<00:00, 27.66it/s]
ITERATION - loss: 19.90:  80%|########  | 40/50 [00:37<00:00, 29.04it/s]
ITERATION - loss: 21.80:  88%|########8 | 44/50 [00:37<00:00, 30.44it/s]
ITERATION - loss: 27.51:  96%|#########6| 48/50 [00:37<00:00, 31.46it/s]
ITERATION - loss: 23.89: 100%|##########| 50/50 [00:37<00:00, 31.46it/s]
                                                                        

Training Results - Epoch: 13 Metrics: mse: 26.988, mae: 4.690, top1: 0.990, frac_mc: 0.887, loss: 21.355

ITERATION - loss: 23.89:   0%|          | 0/50 [00:38<00:01, 31.46it/s]
                                                                       

Validation Results - Epoch: 13 Metrics: mse: 28.481, mae: 4.770, top1: 0.980, frac_mc: 0.894, loss: 17.883

ITERATION - loss: 23.89:   0%|          | 0/50 [00:38<00:01, 31.46it/s]
ITERATION - loss: 22.11:   8%|8         | 4/50 [00:38<00:06,  7.19it/s]
ITERATION - loss: 19.73:  16%|#6        | 8/50 [00:38<00:04,  9.38it/s]
ITERATION - loss: 23.70:  24%|##4       | 12/50 [00:39<00:03, 11.92it/s]
ITERATION - loss: 9.47:  32%|###2      | 16/50 [00:39<00:02, 14.82it/s] 
ITERATION - loss: 17.03:  40%|####      | 20/50 [00:39<00:01, 17.76it/s]
ITERATION - loss: 18.63:  48%|####8     | 24/50 [00:39<00:01, 20.64it/s]
ITERATION - loss: 36.24:  56%|#####6    | 28/50 [00:39<00:00, 23.53it/s]
ITERATION - loss: 17.47:  64%|######4   | 32/50 [00:39<00:00, 25.82it/s]
ITERATION - loss: 19.52:  72%|#######2  | 36/50 [00:39<00:00, 27.93it/s]
ITERATION - loss: 11.96:  80%|########  | 40/50 [00:39<00:00, 29.34it/s]
ITERATION - loss: 33.32:  88%|########8 | 44/50 [00:40<00:00, 30.41it/s]
ITERATION - loss: 22.39:  96%|#########6| 48/50 [00:40<00:00, 28.93it/s]
ITERATION - loss: 25.53: 100%|##########| 50/50 [00:40<00:00, 28.93it/s]
                                                                        

Training Results - Epoch: 14 Metrics: mse: 35.248, mae: 5.369, top1: 0.993, frac_mc: 0.887, loss: 20.984

ITERATION - loss: 25.53:   0%|          | 0/50 [00:41<00:01, 28.93it/s]
                                                                       

Validation Results - Epoch: 14 Metrics: mse: 37.278, mae: 5.459, top1: 0.980, frac_mc: 0.895, loss: 17.541

ITERATION - loss: 25.53:   0%|          | 0/50 [00:41<00:01, 28.93it/s]
ITERATION - loss: 19.78:   8%|8         | 4/50 [00:41<00:06,  7.08it/s]
ITERATION - loss: 31.87:  16%|#6        | 8/50 [00:41<00:04,  9.27it/s]
ITERATION - loss: 32.31:  24%|##4       | 12/50 [00:42<00:03, 11.86it/s]
ITERATION - loss: 6.80:  32%|###2      | 16/50 [00:42<00:02, 14.75it/s] 
ITERATION - loss: 16.65:  40%|####      | 20/50 [00:42<00:01, 17.78it/s]
ITERATION - loss: 37.50:  48%|####8     | 24/50 [00:42<00:01, 20.79it/s]
ITERATION - loss: 24.38:  56%|#####6    | 28/50 [00:42<00:00, 23.46it/s]
ITERATION - loss: 21.13:  64%|######4   | 32/50 [00:42<00:00, 25.71it/s]
ITERATION - loss: 18.23:  72%|#######2  | 36/50 [00:42<00:00, 27.68it/s]
ITERATION - loss: 27.01:  80%|########  | 40/50 [00:42<00:00, 29.33it/s]
ITERATION - loss: 7.39:  88%|########8 | 44/50 [00:42<00:00, 30.44it/s] 
ITERATION - loss: 26.72:  96%|#########6| 48/50 [00:43<00:00, 31.13it/s]
ITERATION - loss: 10.47: 100%|##########| 50/50 [00:43<00:00, 31.13it/s]
                                                                        

Training Results - Epoch: 15 Metrics: mse: 44.308, mae: 5.999, top1: 0.990, frac_mc: 0.887, loss: 21.657

ITERATION - loss: 10.47:   0%|          | 0/50 [00:44<00:01, 31.13it/s]
                                                                       

Validation Results - Epoch: 15 Metrics: mse: 47.102, mae: 6.104, top1: 0.980, frac_mc: 0.895, loss: 17.719

ITERATION - loss: 10.47:   0%|          | 0/50 [00:44<00:01, 31.13it/s]
ITERATION - loss: 10.99:   8%|8         | 4/50 [00:44<00:06,  7.17it/s]
ITERATION - loss: 7.07:  16%|#6        | 8/50 [00:44<00:04,  9.35it/s] 
ITERATION - loss: 16.88:  24%|##4       | 12/50 [00:44<00:03, 11.90it/s]
ITERATION - loss: 8.00:  32%|###2      | 16/50 [00:44<00:02, 14.80it/s] 
ITERATION - loss: 27.67:  40%|####      | 20/50 [00:45<00:01, 17.59it/s]
ITERATION - loss: 29.48:  48%|####8     | 24/50 [00:45<00:01, 20.59it/s]
ITERATION - loss: 17.05:  56%|#####6    | 28/50 [00:45<00:00, 23.15it/s]
ITERATION - loss: 28.55:  64%|######4   | 32/50 [00:45<00:00, 25.61it/s]
ITERATION - loss: 28.19:  72%|#######2  | 36/50 [00:45<00:00, 27.37it/s]
ITERATION - loss: 21.87:  80%|########  | 40/50 [00:45<00:00, 29.17it/s]
ITERATION - loss: 34.77:  88%|########8 | 44/50 [00:45<00:00, 30.29it/s]
ITERATION - loss: 26.53:  96%|#########6| 48/50 [00:45<00:00, 31.10it/s]
ITERATION - loss: 17.48: 100%|##########| 50/50 [00:46<00:00, 31.10it/s]
                                                                        

Training Results - Epoch: 16 Metrics: mse: 36.718, mae: 5.478, top1: 0.993, frac_mc: 0.887, loss: 20.445

ITERATION - loss: 17.48:   0%|          | 0/50 [00:47<00:01, 31.10it/s]
                                                                       

Validation Results - Epoch: 16 Metrics: mse: 39.000, mae: 5.578, top1: 0.980, frac_mc: 0.896, loss: 17.131

ITERATION - loss: 17.48:   0%|          | 0/50 [00:47<00:01, 31.10it/s]
ITERATION - loss: 17.66:   8%|8         | 4/50 [00:47<00:06,  7.17it/s]
ITERATION - loss: 14.69:  16%|#6        | 8/50 [00:47<00:04,  9.40it/s]
ITERATION - loss: 17.04:  24%|##4       | 12/50 [00:47<00:03, 11.95it/s]
ITERATION - loss: 23.46:  32%|###2      | 16/50 [00:47<00:02, 14.82it/s]
ITERATION - loss: 27.52:  40%|####      | 20/50 [00:48<00:01, 17.74it/s]
ITERATION - loss: 6.56:  48%|####8     | 24/50 [00:48<00:01, 20.76it/s] 
ITERATION - loss: 10.42:  56%|#####6    | 28/50 [00:48<00:00, 23.38it/s]
ITERATION - loss: 15.36:  64%|######4   | 32/50 [00:48<00:00, 25.61it/s]
ITERATION - loss: 17.41:  72%|#######2  | 36/50 [00:48<00:00, 27.41it/s]
ITERATION - loss: 7.73:  80%|########  | 40/50 [00:48<00:00, 28.93it/s] 
ITERATION - loss: 21.29:  88%|########8 | 44/50 [00:48<00:00, 30.35it/s]
ITERATION - loss: 20.91:  96%|#########6| 48/50 [00:48<00:00, 30.86it/s]
ITERATION - loss: 19.50: 100%|##########| 50/50 [00:48<00:00, 30.86it/s]
                                                                        

Training Results - Epoch: 17 Metrics: mse: 32.123, mae: 5.138, top1: 0.990, frac_mc: 0.886, loss: 20.492

ITERATION - loss: 19.50:   0%|          | 0/50 [00:50<00:01, 30.86it/s]
                                                                       

Validation Results - Epoch: 17 Metrics: mse: 33.977, mae: 5.229, top1: 0.980, frac_mc: 0.897, loss: 17.333

ITERATION - loss: 19.50:   0%|          | 0/50 [00:50<00:01, 30.86it/s]
ITERATION - loss: 16.41:   8%|8         | 4/50 [00:50<00:06,  7.06it/s]
ITERATION - loss: 21.87:  16%|#6        | 8/50 [00:50<00:04,  9.24it/s]
ITERATION - loss: 15.70:  24%|##4       | 12/50 [00:50<00:03, 11.83it/s]
ITERATION - loss: 10.04:  32%|###2      | 16/50 [00:50<00:02, 14.71it/s]
ITERATION - loss: 20.31:  40%|####      | 20/50 [00:50<00:01, 17.76it/s]
ITERATION - loss: 25.02:  48%|####8     | 24/50 [00:51<00:01, 20.79it/s]
ITERATION - loss: 19.68:  56%|#####6    | 28/50 [00:51<00:00, 23.43it/s]
ITERATION - loss: 16.20:  64%|######4   | 32/50 [00:51<00:00, 25.91it/s]
ITERATION - loss: 22.37:  72%|#######2  | 36/50 [00:51<00:00, 27.66it/s]
ITERATION - loss: 19.45:  80%|########  | 40/50 [00:51<00:00, 29.32it/s]
ITERATION - loss: 17.58:  88%|########8 | 44/50 [00:51<00:00, 30.65it/s]
ITERATION - loss: 27.44:  96%|#########6| 48/50 [00:51<00:00, 31.42it/s]
ITERATION - loss: 22.30: 100%|##########| 50/50 [00:51<00:00, 31.42it/s]
                                                                        

Training Results - Epoch: 18 Metrics: mse: 31.816, mae: 5.121, top1: 0.993, frac_mc: 0.887, loss: 20.576

ITERATION - loss: 22.30:   0%|          | 0/50 [00:52<00:01, 31.42it/s]
                                                                       

Validation Results - Epoch: 18 Metrics: mse: 33.615, mae: 5.211, top1: 0.980, frac_mc: 0.899, loss: 17.116

ITERATION - loss: 22.30:   0%|          | 0/50 [00:53<00:01, 31.42it/s]
ITERATION - loss: 7.72:   8%|8         | 4/50 [00:53<00:06,  7.20it/s] 
ITERATION - loss: 19.07:  16%|#6        | 8/50 [00:53<00:04,  9.43it/s]
ITERATION - loss: 15.47:  24%|##4       | 12/50 [00:53<00:03, 12.02it/s]
ITERATION - loss: 4.63:  32%|###2      | 16/50 [00:53<00:02, 14.87it/s] 
ITERATION - loss: 20.18:  40%|####      | 20/50 [00:53<00:01, 17.93it/s]
ITERATION - loss: 15.63:  48%|####8     | 24/50 [00:53<00:01, 20.75it/s]
ITERATION - loss: 18.30:  56%|#####6    | 28/50 [00:53<00:00, 23.57it/s]
ITERATION - loss: 29.70:  64%|######4   | 32/50 [00:54<00:00, 25.93it/s]
ITERATION - loss: 17.00:  72%|#######2  | 36/50 [00:54<00:00, 27.85it/s]
ITERATION - loss: 35.92:  80%|########  | 40/50 [00:54<00:00, 29.52it/s]
ITERATION - loss: 30.84:  88%|########8 | 44/50 [00:54<00:00, 30.54it/s]
ITERATION - loss: 36.17:  96%|#########6| 48/50 [00:54<00:00, 31.43it/s]
ITERATION - loss: 13.59: 100%|##########| 50/50 [00:54<00:00, 31.43it/s]
                                                                        

Training Results - Epoch: 19 Metrics: mse: 35.439, mae: 5.355, top1: 0.990, frac_mc: 0.887, loss: 20.455

ITERATION - loss: 13.59:   0%|          | 0/50 [00:55<00:01, 31.43it/s]
                                                                       

Validation Results - Epoch: 19 Metrics: mse: 37.822, mae: 5.462, top1: 0.980, frac_mc: 0.896, loss: 17.169

ITERATION - loss: 13.59:   0%|          | 0/50 [00:56<00:01, 31.43it/s]
ITERATION - loss: 10.57:   8%|8         | 4/50 [00:56<00:06,  7.19it/s]
ITERATION - loss: 11.96:  16%|#6        | 8/50 [00:56<00:04,  9.42it/s]
ITERATION - loss: 15.41:  24%|##4       | 12/50 [00:56<00:03, 11.94it/s]
ITERATION - loss: 31.89:  32%|###2      | 16/50 [00:56<00:02, 14.78it/s]
ITERATION - loss: 14.00:  40%|####      | 20/50 [00:56<00:01, 17.83it/s]
ITERATION - loss: 18.37:  48%|####8     | 24/50 [00:56<00:01, 20.69it/s]
ITERATION - loss: 20.65:  56%|#####6    | 28/50 [00:56<00:00, 23.27it/s]
ITERATION - loss: 24.91:  64%|######4   | 32/50 [00:56<00:00, 25.71it/s]
ITERATION - loss: 16.99:  72%|#######2  | 36/50 [00:57<00:00, 27.42it/s]
ITERATION - loss: 12.77:  80%|########  | 40/50 [00:57<00:00, 29.19it/s]
ITERATION - loss: 18.24:  88%|########8 | 44/50 [00:57<00:00, 30.11it/s]
ITERATION - loss: 29.95:  96%|#########6| 48/50 [00:57<00:00, 31.12it/s]
ITERATION - loss: 15.61: 100%|##########| 50/50 [00:57<00:00, 31.12it/s]
                                                                        

Training Results - Epoch: 20 Metrics: mse: 33.385, mae: 5.211, top1: 0.993, frac_mc: 0.888, loss: 20.454

ITERATION - loss: 15.61:   0%|          | 0/50 [00:58<00:01, 31.12it/s]
                                                                       

Validation Results - Epoch: 20 Metrics: mse: 35.443, mae: 5.307, top1: 0.980, frac_mc: 0.898, loss: 17.169

ITERATION - loss: 15.61:   0%|          | 0/50 [00:58<00:01, 31.12it/s]
ITERATION - loss: 19.99:   8%|8         | 4/50 [00:59<00:06,  7.15it/s]
ITERATION - loss: 18.27:  16%|#6        | 8/50 [00:59<00:04,  9.37it/s]
ITERATION - loss: 29.24:  24%|##4       | 12/50 [00:59<00:03, 11.89it/s]
ITERATION - loss: 11.22:  32%|###2      | 16/50 [00:59<00:02, 14.77it/s]
ITERATION - loss: 13.08:  40%|####      | 20/50 [00:59<00:01, 17.78it/s]
ITERATION - loss: 24.03:  48%|####8     | 24/50 [00:59<00:01, 20.65it/s]
ITERATION - loss: 21.78:  56%|#####6    | 28/50 [00:59<00:00, 23.29it/s]
ITERATION - loss: 22.34:  64%|######4   | 32/50 [00:59<00:00, 25.73it/s]
ITERATION - loss: 13.30:  72%|#######2  | 36/50 [00:59<00:00, 27.39it/s]
ITERATION - loss: 30.60:  80%|########  | 40/50 [01:00<00:00, 29.09it/s]
ITERATION - loss: 11.55:  88%|########8 | 44/50 [01:00<00:00, 28.24it/s]
ITERATION - loss: 34.28:  96%|#########6| 48/50 [01:00<00:00, 29.79it/s]
ITERATION - loss: 13.48: 100%|##########| 50/50 [01:00<00:00, 29.79it/s]
                                                                        

Training Results - Epoch: 21 Metrics: mse: 34.257, mae: 5.251, top1: 0.990, frac_mc: 0.887, loss: 20.424

ITERATION - loss: 13.48:   0%|          | 0/50 [01:01<00:01, 29.79it/s]
                                                                       

Validation Results - Epoch: 21 Metrics: mse: 36.689, mae: 5.360, top1: 0.980, frac_mc: 0.893, loss: 17.302

ITERATION - loss: 13.48:   0%|          | 0/50 [01:01<00:01, 29.79it/s]
ITERATION - loss: 15.53:   8%|8         | 4/50 [01:01<00:06,  7.13it/s]
ITERATION - loss: 12.45:  16%|#6        | 8/50 [01:02<00:04,  9.36it/s]
ITERATION - loss: 22.46:  24%|##4       | 12/50 [01:02<00:03, 11.94it/s]
ITERATION - loss: 11.45:  32%|###2      | 16/50 [01:02<00:02, 14.78it/s]
ITERATION - loss: 11.22:  40%|####      | 20/50 [01:02<00:01, 17.81it/s]
ITERATION - loss: 22.34:  48%|####8     | 24/50 [01:02<00:01, 20.68it/s]
ITERATION - loss: 18.29:  56%|#####6    | 28/50 [01:02<00:00, 23.35it/s]
ITERATION - loss: 27.03:  64%|######4   | 32/50 [01:02<00:00, 25.66it/s]
ITERATION - loss: 17.69:  72%|#######2  | 36/50 [01:02<00:00, 27.54it/s]
ITERATION - loss: 10.36:  80%|########  | 40/50 [01:03<00:00, 28.92it/s]
ITERATION - loss: 11.64:  88%|########8 | 44/50 [01:03<00:00, 30.29it/s]
ITERATION - loss: 14.95:  96%|#########6| 48/50 [01:03<00:00, 31.03it/s]
ITERATION - loss: 28.69: 100%|##########| 50/50 [01:03<00:00, 31.03it/s]
                                                                        

Training Results - Epoch: 22 Metrics: mse: 30.653, mae: 5.082, top1: 0.990, frac_mc: 0.886, loss: 20.551

ITERATION - loss: 28.69:   0%|          | 0/50 [01:04<00:01, 31.03it/s]
                                                                       

Validation Results - Epoch: 22 Metrics: mse: 32.051, mae: 5.161, top1: 0.980, frac_mc: 0.896, loss: 17.296

ITERATION - loss: 28.69:   0%|          | 0/50 [01:04<00:01, 31.03it/s]
ITERATION - loss: 9.19:   8%|8         | 4/50 [01:04<00:06,  7.19it/s] 
ITERATION - loss: 9.44:  16%|#6        | 8/50 [01:04<00:04,  9.42it/s]
ITERATION - loss: 32.60:  24%|##4       | 12/50 [01:05<00:03, 11.93it/s]
ITERATION - loss: 28.77:  32%|###2      | 16/50 [01:05<00:02, 14.83it/s]
ITERATION - loss: 33.90:  40%|####      | 20/50 [01:05<00:01, 17.70it/s]
ITERATION - loss: 19.31:  48%|####8     | 24/50 [01:05<00:01, 20.70it/s]
ITERATION - loss: 17.41:  56%|#####6    | 28/50 [01:05<00:00, 23.37it/s]
ITERATION - loss: 18.66:  64%|######4   | 32/50 [01:05<00:00, 25.65it/s]
ITERATION - loss: 18.49:  72%|#######2  | 36/50 [01:05<00:00, 27.28it/s]
ITERATION - loss: 8.55:  80%|########  | 40/50 [01:05<00:00, 29.03it/s] 
ITERATION - loss: 41.71:  88%|########8 | 44/50 [01:06<00:00, 30.27it/s]
ITERATION - loss: 17.34:  96%|#########6| 48/50 [01:06<00:00, 31.32it/s]
ITERATION - loss: 22.02: 100%|##########| 50/50 [01:06<00:00, 31.32it/s]
                                                                        

Training Results - Epoch: 23 Metrics: mse: 35.300, mae: 5.351, top1: 0.993, frac_mc: 0.888, loss: 20.390

ITERATION - loss: 22.02:   0%|          | 0/50 [01:07<00:01, 31.32it/s]
                                                                       

Validation Results - Epoch: 23 Metrics: mse: 37.464, mae: 5.447, top1: 0.980, frac_mc: 0.898, loss: 17.013

ITERATION - loss: 22.02:   0%|          | 0/50 [01:07<00:01, 31.32it/s]
ITERATION - loss: 35.45:   8%|8         | 4/50 [01:07<00:06,  7.19it/s]
ITERATION - loss: 23.58:  16%|#6        | 8/50 [01:07<00:04,  9.40it/s]
ITERATION - loss: 21.57:  24%|##4       | 12/50 [01:07<00:03, 11.95it/s]
ITERATION - loss: 26.20:  32%|###2      | 16/50 [01:08<00:02, 14.84it/s]
ITERATION - loss: 12.96:  40%|####      | 20/50 [01:08<00:01, 17.87it/s]
ITERATION - loss: 25.38:  48%|####8     | 24/50 [01:08<00:01, 20.84it/s]
ITERATION - loss: 12.04:  56%|#####6    | 28/50 [01:08<00:00, 23.63it/s]
ITERATION - loss: 11.15:  64%|######4   | 32/50 [01:08<00:00, 25.62it/s]
ITERATION - loss: 19.62:  72%|#######2  | 36/50 [01:08<00:00, 27.37it/s]
ITERATION - loss: 3.66:  80%|########  | 40/50 [01:08<00:00, 28.66it/s] 
ITERATION - loss: 31.97:  88%|########8 | 44/50 [01:08<00:00, 30.25it/s]
ITERATION - loss: 27.10:  96%|#########6| 48/50 [01:08<00:00, 31.33it/s]
ITERATION - loss: 26.75: 100%|##########| 50/50 [01:09<00:00, 31.33it/s]
                                                                        

Training Results - Epoch: 24 Metrics: mse: 31.031, mae: 5.042, top1: 0.990, frac_mc: 0.887, loss: 20.383

ITERATION - loss: 26.75:   0%|          | 0/50 [01:10<00:01, 31.33it/s]
                                                                       

Validation Results - Epoch: 24 Metrics: mse: 32.879, mae: 5.134, top1: 0.980, frac_mc: 0.897, loss: 17.183

ITERATION - loss: 26.75:   0%|          | 0/50 [01:10<00:01, 31.33it/s]
ITERATION - loss: 13.62:   8%|8         | 4/50 [01:10<00:06,  7.03it/s]
ITERATION - loss: 15.37:  16%|#6        | 8/50 [01:10<00:04,  9.21it/s]
ITERATION - loss: 5.75:  24%|##4       | 12/50 [01:10<00:03, 11.76it/s]
ITERATION - loss: 15.21:  32%|###2      | 16/50 [01:10<00:02, 14.60it/s]
ITERATION - loss: 29.13:  40%|####      | 20/50 [01:11<00:01, 17.52it/s]
ITERATION - loss: 23.70:  48%|####8     | 24/50 [01:11<00:01, 20.50it/s]
ITERATION - loss: 23.74:  56%|#####6    | 28/50 [01:11<00:00, 23.34it/s]
ITERATION - loss: 22.21:  64%|######4   | 32/50 [01:11<00:00, 25.61it/s]
ITERATION - loss: 20.87:  72%|#######2  | 36/50 [01:11<00:00, 27.49it/s]
ITERATION - loss: 31.94:  80%|########  | 40/50 [01:11<00:00, 28.84it/s]
ITERATION - loss: 16.71:  88%|########8 | 44/50 [01:11<00:00, 30.18it/s]
ITERATION - loss: 23.26:  96%|#########6| 48/50 [01:11<00:00, 31.27it/s]
ITERATION - loss: 30.24: 100%|##########| 50/50 [01:11<00:00, 31.27it/s]
                                                                        

Training Results - Epoch: 25 Metrics: mse: 34.490, mae: 5.295, top1: 0.993, frac_mc: 0.887, loss: 20.155

ITERATION - loss: 30.24:   0%|          | 0/50 [01:13<00:01, 31.27it/s]
                                                                       

Validation Results - Epoch: 25 Metrics: mse: 36.730, mae: 5.397, top1: 0.980, frac_mc: 0.898, loss: 17.055

ITERATION - loss: 30.24:   0%|          | 0/50 [01:13<00:01, 31.27it/s]
ITERATION - loss: 19.00:   8%|8         | 4/50 [01:13<00:06,  7.21it/s]
ITERATION - loss: 20.95:  16%|#6        | 8/50 [01:13<00:04,  9.43it/s]
ITERATION - loss: 15.46:  24%|##4       | 12/50 [01:13<00:03, 12.02it/s]
ITERATION - loss: 21.22:  32%|###2      | 16/50 [01:13<00:02, 14.86it/s]
ITERATION - loss: 23.10:  40%|####      | 20/50 [01:13<00:01, 17.75it/s]
ITERATION - loss: 19.90:  48%|####8     | 24/50 [01:14<00:01, 20.71it/s]
ITERATION - loss: 11.62:  56%|#####6    | 28/50 [01:14<00:00, 23.51it/s]
ITERATION - loss: 15.78:  64%|######4   | 32/50 [01:14<00:00, 25.92it/s]
ITERATION - loss: 27.59:  72%|#######2  | 36/50 [01:14<00:00, 27.71it/s]
ITERATION - loss: 21.19:  80%|########  | 40/50 [01:14<00:00, 29.17it/s]
ITERATION - loss: 27.74:  88%|########8 | 44/50 [01:14<00:00, 30.17it/s]
ITERATION - loss: 23.94:  96%|#########6| 48/50 [01:14<00:00, 31.31it/s]
ITERATION - loss: 22.27: 100%|##########| 50/50 [01:14<00:00, 31.31it/s]
                                                                        

Training Results - Epoch: 26 Metrics: mse: 36.367, mae: 5.441, top1: 0.993, frac_mc: 0.887, loss: 19.990

ITERATION - loss: 22.27:   0%|          | 0/50 [01:15<00:01, 31.31it/s]
                                                                       

Validation Results - Epoch: 26 Metrics: mse: 38.827, mae: 5.550, top1: 0.980, frac_mc: 0.897, loss: 16.914

ITERATION - loss: 22.27:   0%|          | 0/50 [01:16<00:01, 31.31it/s]
ITERATION - loss: 11.29:   8%|8         | 4/50 [01:16<00:06,  7.19it/s]
ITERATION - loss: 35.10:  16%|#6        | 8/50 [01:16<00:04,  9.40it/s]
ITERATION - loss: 22.23:  24%|##4       | 12/50 [01:16<00:03, 11.92it/s]
ITERATION - loss: 13.54:  32%|###2      | 16/50 [01:16<00:02, 14.80it/s]
ITERATION - loss: 33.47:  40%|####      | 20/50 [01:16<00:01, 17.83it/s]
ITERATION - loss: 19.60:  48%|####8     | 24/50 [01:16<00:01, 20.68it/s]
ITERATION - loss: 33.74:  56%|#####6    | 28/50 [01:17<00:00, 23.27it/s]
ITERATION - loss: 11.27:  64%|######4   | 32/50 [01:17<00:00, 25.73it/s]
ITERATION - loss: 23.74:  72%|#######2  | 36/50 [01:17<00:00, 27.27it/s]
ITERATION - loss: 15.52:  80%|########  | 40/50 [01:17<00:00, 28.83it/s]
ITERATION - loss: 19.70:  88%|########8 | 44/50 [01:17<00:00, 30.19it/s]
ITERATION - loss: 10.82:  96%|#########6| 48/50 [01:17<00:00, 30.78it/s]
ITERATION - loss: 14.20: 100%|##########| 50/50 [01:17<00:00, 30.78it/s]
                                                                        

Training Results - Epoch: 27 Metrics: mse: 42.634, mae: 5.836, top1: 0.993, frac_mc: 0.889, loss: 20.597

ITERATION - loss: 14.20:   0%|          | 0/50 [01:18<00:01, 30.78it/s]
                                                                       

Validation Results - Epoch: 27 Metrics: mse: 45.478, mae: 5.943, top1: 0.990, frac_mc: 0.898, loss: 17.033

ITERATION - loss: 14.20:   0%|          | 0/50 [01:19<00:01, 30.78it/s]
ITERATION - loss: 21.49:   8%|8         | 4/50 [01:19<00:06,  7.17it/s]
ITERATION - loss: 17.98:  16%|#6        | 8/50 [01:19<00:04,  9.37it/s]
ITERATION - loss: 19.49:  24%|##4       | 12/50 [01:19<00:03, 11.94it/s]
ITERATION - loss: 19.68:  32%|###2      | 16/50 [01:19<00:02, 14.80it/s]
ITERATION - loss: 28.44:  40%|####      | 20/50 [01:19<00:01, 17.75it/s]
ITERATION - loss: 31.10:  48%|####8     | 24/50 [01:19<00:01, 20.72it/s]
ITERATION - loss: 15.94:  56%|#####6    | 28/50 [01:19<00:00, 23.27it/s]
ITERATION - loss: 14.41:  64%|######4   | 32/50 [01:20<00:00, 25.77it/s]
ITERATION - loss: 13.13:  72%|#######2  | 36/50 [01:20<00:00, 27.85it/s]
ITERATION - loss: 23.45:  80%|########  | 40/50 [01:20<00:00, 27.49it/s]
ITERATION - loss: 25.38:  88%|########8 | 44/50 [01:20<00:00, 28.66it/s]
ITERATION - loss: 14.46:  96%|#########6| 48/50 [01:20<00:00, 30.09it/s]
ITERATION - loss: 21.85: 100%|##########| 50/50 [01:20<00:00, 30.09it/s]
                                                                        

Training Results - Epoch: 28 Metrics: mse: 31.762, mae: 5.074, top1: 0.990, frac_mc: 0.887, loss: 20.212

ITERATION - loss: 21.85:   0%|          | 0/50 [01:21<00:01, 30.09it/s]
                                                                       

Validation Results - Epoch: 28 Metrics: mse: 33.656, mae: 5.165, top1: 0.980, frac_mc: 0.897, loss: 17.031

ITERATION - loss: 21.85:   0%|          | 0/50 [01:22<00:01, 30.09it/s]
ITERATION - loss: 24.03:   8%|8         | 4/50 [01:22<00:06,  7.13it/s]
ITERATION - loss: 31.43:  16%|#6        | 8/50 [01:22<00:04,  9.31it/s]
ITERATION - loss: 37.97:  24%|##4       | 12/50 [01:22<00:03, 11.92it/s]
ITERATION - loss: 9.45:  32%|###2      | 16/50 [01:22<00:02, 14.73it/s] 
ITERATION - loss: 24.21:  40%|####      | 20/50 [01:22<00:01, 17.77it/s]
ITERATION - loss: 22.05:  48%|####8     | 24/50 [01:22<00:01, 20.78it/s]
ITERATION - loss: 29.10:  56%|#####6    | 28/50 [01:22<00:00, 23.39it/s]
ITERATION - loss: 13.34:  64%|######4   | 32/50 [01:22<00:00, 25.69it/s]
ITERATION - loss: 10.14:  72%|#######2  | 36/50 [01:23<00:00, 27.46it/s]
ITERATION - loss: 24.34:  80%|########  | 40/50 [01:23<00:00, 29.29it/s]
ITERATION - loss: 31.05:  88%|########8 | 44/50 [01:23<00:00, 30.58it/s]
ITERATION - loss: 13.19:  96%|#########6| 48/50 [01:23<00:00, 31.76it/s]
ITERATION - loss: 13.44: 100%|##########| 50/50 [01:23<00:00, 31.76it/s]
                                                                        

Training Results - Epoch: 29 Metrics: mse: 34.698, mae: 5.297, top1: 0.993, frac_mc: 0.888, loss: 19.959

ITERATION - loss: 13.44:   0%|          | 0/50 [01:24<00:01, 31.76it/s]
                                                                       

Validation Results - Epoch: 29 Metrics: mse: 36.826, mae: 5.391, top1: 0.980, frac_mc: 0.900, loss: 16.773

ITERATION - loss: 13.44:   0%|          | 0/50 [01:24<00:01, 31.76it/s]
ITERATION - loss: 17.79:   8%|8         | 4/50 [01:24<00:06,  7.22it/s]
ITERATION - loss: 12.21:  16%|#6        | 8/50 [01:25<00:04,  9.46it/s]
ITERATION - loss: 23.50:  24%|##4       | 12/50 [01:25<00:03, 12.03it/s]
ITERATION - loss: 14.95:  32%|###2      | 16/50 [01:25<00:02, 14.88it/s]
ITERATION - loss: 17.80:  40%|####      | 20/50 [01:25<00:01, 17.90it/s]
ITERATION - loss: 22.62:  48%|####8     | 24/50 [01:25<00:01, 20.84it/s]
ITERATION - loss: 16.43:  56%|#####6    | 28/50 [01:25<00:00, 23.68it/s]
ITERATION - loss: 14.80:  64%|######4   | 32/50 [01:25<00:00, 25.80it/s]
ITERATION - loss: 23.16:  72%|#######2  | 36/50 [01:25<00:00, 27.82it/s]
ITERATION - loss: 17.70:  80%|########  | 40/50 [01:26<00:00, 28.56it/s]
ITERATION - loss: 16.97:  88%|########8 | 44/50 [01:26<00:00, 30.05it/s]
ITERATION - loss: 14.14:  96%|#########6| 48/50 [01:26<00:00, 31.12it/s]
ITERATION - loss: 25.96: 100%|##########| 50/50 [01:26<00:00, 31.12it/s]
                                                                        

Training Results - Epoch: 30 Metrics: mse: 41.344, mae: 5.730, top1: 0.990, frac_mc: 0.890, loss: 18.922

ITERATION - loss: 25.96:   0%|          | 0/50 [01:27<00:01, 31.12it/s]
                                                                       

Validation Results - Epoch: 30 Metrics: mse: 44.561, mae: 5.856, top1: 0.980, frac_mc: 0.898, loss: 15.913

ITERATION - loss: 25.96:   0%|          | 0/50 [01:27<00:01, 31.12it/s]
ITERATION - loss: 28.12:   8%|8         | 4/50 [01:27<00:06,  7.19it/s]
ITERATION - loss: 37.89:  16%|#6        | 8/50 [01:27<00:04,  9.39it/s]
ITERATION - loss: 14.29:  24%|##4       | 12/50 [01:28<00:03, 11.98it/s]
ITERATION - loss: 22.00:  32%|###2      | 16/50 [01:28<00:02, 14.85it/s]
ITERATION - loss: 12.70:  40%|####      | 20/50 [01:28<00:01, 17.89it/s]
ITERATION - loss: 26.34:  48%|####8     | 24/50 [01:28<00:01, 20.87it/s]
ITERATION - loss: 38.73:  56%|#####6    | 28/50 [01:28<00:00, 23.59it/s]
ITERATION - loss: 12.13:  64%|######4   | 32/50 [01:28<00:00, 25.71it/s]
ITERATION - loss: 24.22:  72%|#######2  | 36/50 [01:28<00:00, 27.40it/s]
ITERATION - loss: 46.98:  80%|########  | 40/50 [01:28<00:00, 29.15it/s]
ITERATION - loss: 11.10:  88%|########8 | 44/50 [01:29<00:00, 30.07it/s]
ITERATION - loss: 28.05:  96%|#########6| 48/50 [01:29<00:00, 31.20it/s]
ITERATION - loss: 27.69: 100%|##########| 50/50 [01:29<00:00, 31.20it/s]
                                                                        

Training Results - Epoch: 31 Metrics: mse: 12.748, mae: 3.037, top1: 0.993, frac_mc: 0.889, loss: 22.162

ITERATION - loss: 27.69:   0%|          | 0/50 [01:30<00:01, 31.20it/s]
                                                                       

Validation Results - Epoch: 31 Metrics: mse: 12.787, mae: 3.056, top1: 0.980, frac_mc: 0.900, loss: 18.216

ITERATION - loss: 27.69:   0%|          | 0/50 [01:30<00:01, 31.20it/s]
ITERATION - loss: 18.14:   8%|8         | 4/50 [01:30<00:06,  7.02it/s]
ITERATION - loss: 17.49:  16%|#6        | 8/50 [01:30<00:04,  9.21it/s]
ITERATION - loss: 13.25:  24%|##4       | 12/50 [01:31<00:03, 11.80it/s]
ITERATION - loss: 13.23:  32%|###2      | 16/50 [01:31<00:02, 14.65it/s]
ITERATION - loss: 32.15:  40%|####      | 20/50 [01:31<00:01, 17.67it/s]
ITERATION - loss: 15.72:  48%|####8     | 24/50 [01:31<00:01, 20.49it/s]
ITERATION - loss: 13.24:  56%|#####6    | 28/50 [01:31<00:00, 23.28it/s]
ITERATION - loss: 20.47:  64%|######4   | 32/50 [01:31<00:00, 25.60it/s]
ITERATION - loss: 11.70:  72%|#######2  | 36/50 [01:31<00:00, 27.56it/s]
ITERATION - loss: 21.15:  80%|########  | 40/50 [01:31<00:00, 29.32it/s]
ITERATION - loss: 25.23:  88%|########8 | 44/50 [01:31<00:00, 30.37it/s]
ITERATION - loss: 15.56:  96%|#########6| 48/50 [01:32<00:00, 31.25it/s]
ITERATION - loss: 19.51: 100%|##########| 50/50 [01:32<00:00, 31.25it/s]
                                                                        

Training Results - Epoch: 32 Metrics: mse: 28.760, mae: 4.918, top1: 0.990, frac_mc: 0.890, loss: 18.882

ITERATION - loss: 19.51:   0%|          | 0/50 [01:33<00:01, 31.25it/s]
                                                                       

Validation Results - Epoch: 32 Metrics: mse: 29.836, mae: 4.980, top1: 0.980, frac_mc: 0.899, loss: 16.041

ITERATION - loss: 19.51:   0%|          | 0/50 [01:33<00:01, 31.25it/s]
ITERATION - loss: 19.64:   8%|8         | 4/50 [01:33<00:06,  7.18it/s]
ITERATION - loss: 12.74:  16%|#6        | 8/50 [01:33<00:04,  9.39it/s]
ITERATION - loss: 16.36:  24%|##4       | 12/50 [01:33<00:03, 11.97it/s]
ITERATION - loss: 24.66:  32%|###2      | 16/50 [01:33<00:02, 14.85it/s]
ITERATION - loss: 15.19:  40%|####      | 20/50 [01:34<00:01, 17.84it/s]
ITERATION - loss: 8.64:  48%|####8     | 24/50 [01:34<00:01, 20.82it/s] 
ITERATION - loss: 14.39:  56%|#####6    | 28/50 [01:34<00:00, 23.44it/s]
ITERATION - loss: 18.71:  64%|######4   | 32/50 [01:34<00:00, 25.56it/s]
ITERATION - loss: 9.50:  72%|#######2  | 36/50 [01:34<00:00, 27.62it/s] 
ITERATION - loss: 19.60:  80%|########  | 40/50 [01:34<00:00, 28.77it/s]
ITERATION - loss: 6.59:  88%|########8 | 44/50 [01:34<00:00, 30.26it/s] 
ITERATION - loss: 27.30:  96%|#########6| 48/50 [01:34<00:00, 31.38it/s]
ITERATION - loss: 20.54: 100%|##########| 50/50 [01:35<00:00, 31.38it/s]
                                                                        

Training Results - Epoch: 33 Metrics: mse: 22.297, mae: 4.289, top1: 0.990, frac_mc: 0.891, loss: 19.013

ITERATION - loss: 20.54:   0%|          | 0/50 [01:36<00:01, 31.38it/s]
                                                                       

Validation Results - Epoch: 33 Metrics: mse: 23.011, mae: 4.339, top1: 0.980, frac_mc: 0.900, loss: 16.002

ITERATION - loss: 20.54:   0%|          | 0/50 [01:36<00:01, 31.38it/s]
ITERATION - loss: 31.61:   8%|8         | 4/50 [01:36<00:06,  7.26it/s]
ITERATION - loss: 13.50:  18%|#8        | 9/50 [01:36<00:04,  9.72it/s]
ITERATION - loss: 13.29:  26%|##6       | 13/50 [01:36<00:02, 12.42it/s]
ITERATION - loss: 14.07:  34%|###4      | 17/50 [01:36<00:02, 15.29it/s]
ITERATION - loss: 21.36:  42%|####2     | 21/50 [01:36<00:01, 18.15it/s]
ITERATION - loss: 33.59:  50%|#####     | 25/50 [01:37<00:01, 21.20it/s]
ITERATION - loss: 19.09:  58%|#####8    | 29/50 [01:37<00:00, 23.91it/s]
ITERATION - loss: 24.22:  66%|######6   | 33/50 [01:37<00:00, 26.37it/s]
ITERATION - loss: 17.34:  74%|#######4  | 37/50 [01:37<00:00, 27.86it/s]
ITERATION - loss: 18.97:  82%|########2 | 41/50 [01:37<00:00, 29.62it/s]
ITERATION - loss: 44.97:  90%|######### | 45/50 [01:37<00:00, 30.84it/s]
ITERATION - loss: 13.92:  98%|#########8| 49/50 [01:37<00:00, 31.01it/s]
ITERATION - loss: 17.08: 100%|##########| 50/50 [01:37<00:00, 31.01it/s]
                                                                        

Training Results - Epoch: 34 Metrics: mse: 34.622, mae: 5.401, top1: 0.985, frac_mc: 0.895, loss: 17.841

ITERATION - loss: 17.08:   0%|          | 0/50 [01:38<00:01, 31.01it/s]
                                                                       

Validation Results - Epoch: 34 Metrics: mse: 36.115, mae: 5.474, top1: 0.990, frac_mc: 0.907, loss: 14.876

ITERATION - loss: 17.08:   0%|          | 0/50 [01:39<00:01, 31.01it/s]
ITERATION - loss: 30.94:   8%|8         | 4/50 [01:39<00:06,  7.31it/s]
ITERATION - loss: 19.48:  16%|#6        | 8/50 [01:39<00:04,  9.55it/s]
ITERATION - loss: 18.10:  24%|##4       | 12/50 [01:39<00:03, 12.13it/s]
ITERATION - loss: 19.41:  32%|###2      | 16/50 [01:39<00:02, 15.06it/s]
ITERATION - loss: 28.03:  40%|####      | 20/50 [01:39<00:01, 18.21it/s]
ITERATION - loss: 19.59:  48%|####8     | 24/50 [01:39<00:01, 21.10it/s]
ITERATION - loss: 12.51:  56%|#####6    | 28/50 [01:40<00:00, 23.66it/s]
ITERATION - loss: 18.71:  64%|######4   | 32/50 [01:40<00:00, 25.79it/s]
ITERATION - loss: 20.15:  72%|#######2  | 36/50 [01:40<00:00, 27.74it/s]
ITERATION - loss: 51.60:  80%|########  | 40/50 [01:40<00:00, 26.98it/s]
ITERATION - loss: 12.41:  88%|########8 | 44/50 [01:40<00:00, 28.74it/s]
ITERATION - loss: 13.29:  96%|#########6| 48/50 [01:40<00:00, 30.15it/s]
ITERATION - loss: 23.33: 100%|##########| 50/50 [01:40<00:00, 30.15it/s]
                                                                        

Training Results - Epoch: 35 Metrics: mse: 13.036, mae: 3.067, top1: 0.990, frac_mc: 0.890, loss: 20.998

ITERATION - loss: 23.33:   0%|          | 0/50 [01:41<00:01, 30.15it/s]
                                                                       

Validation Results - Epoch: 35 Metrics: mse: 13.005, mae: 3.079, top1: 0.980, frac_mc: 0.899, loss: 17.511

ITERATION - loss: 23.33:   0%|          | 0/50 [01:42<00:01, 30.15it/s]
ITERATION - loss: 9.15:   8%|8         | 4/50 [01:42<00:06,  7.15it/s] 
ITERATION - loss: 20.70:  16%|#6        | 8/50 [01:42<00:04,  9.37it/s]
ITERATION - loss: 12.02:  24%|##4       | 12/50 [01:42<00:03, 11.91it/s]
ITERATION - loss: 13.49:  32%|###2      | 16/50 [01:42<00:02, 14.80it/s]
ITERATION - loss: 29.13:  40%|####      | 20/50 [01:42<00:01, 17.82it/s]
ITERATION - loss: 11.52:  48%|####8     | 24/50 [01:42<00:01, 20.83it/s]
ITERATION - loss: 26.61:  56%|#####6    | 28/50 [01:42<00:00, 23.50it/s]
ITERATION - loss: 22.66:  64%|######4   | 32/50 [01:43<00:00, 25.96it/s]
ITERATION - loss: 8.33:  72%|#######2  | 36/50 [01:43<00:00, 28.01it/s] 
ITERATION - loss: 17.04:  80%|########  | 40/50 [01:43<00:00, 29.77it/s]
ITERATION - loss: 16.22:  88%|########8 | 44/50 [01:43<00:00, 30.79it/s]
ITERATION - loss: 12.44:  96%|#########6| 48/50 [01:43<00:00, 31.53it/s]
ITERATION - loss: 7.55: 100%|##########| 50/50 [01:43<00:00, 31.53it/s] 
                                                                       

Training Results - Epoch: 36 Metrics: mse: 25.112, mae: 4.604, top1: 0.983, frac_mc: 0.895, loss: 17.773

ITERATION - loss: 7.55:   0%|          | 0/50 [01:44<00:01, 31.53it/s]
                                                                      

Validation Results - Epoch: 36 Metrics: mse: 25.752, mae: 4.650, top1: 1.000, frac_mc: 0.909, loss: 14.742

ITERATION - loss: 7.55:   0%|          | 0/50 [01:44<00:01, 31.53it/s]
ITERATION - loss: 24.72:   8%|8         | 4/50 [01:45<00:06,  7.21it/s]
ITERATION - loss: 9.53:  16%|#6        | 8/50 [01:45<00:04,  9.41it/s] 
ITERATION - loss: 16.65:  24%|##4       | 12/50 [01:45<00:03, 12.02it/s]
ITERATION - loss: 18.95:  32%|###2      | 16/50 [01:45<00:02, 14.87it/s]
ITERATION - loss: 29.07:  40%|####      | 20/50 [01:45<00:01, 17.87it/s]
ITERATION - loss: 17.91:  48%|####8     | 24/50 [01:45<00:01, 20.86it/s]
ITERATION - loss: 23.25:  56%|#####6    | 28/50 [01:45<00:00, 23.60it/s]
ITERATION - loss: 23.08:  64%|######4   | 32/50 [01:45<00:00, 25.71it/s]
ITERATION - loss: 12.07:  72%|#######2  | 36/50 [01:46<00:00, 27.70it/s]
ITERATION - loss: 14.98:  80%|########  | 40/50 [01:46<00:00, 29.34it/s]
ITERATION - loss: 14.16:  88%|########8 | 44/50 [01:46<00:00, 30.66it/s]
ITERATION - loss: 20.04:  96%|#########6| 48/50 [01:46<00:00, 31.65it/s]
ITERATION - loss: 17.51: 100%|##########| 50/50 [01:46<00:00, 31.65it/s]
                                                                        

Training Results - Epoch: 37 Metrics: mse: 18.908, mae: 3.287, top1: 0.993, frac_mc: 0.891, loss: 29.698

ITERATION - loss: 17.51:   0%|          | 0/50 [01:47<00:01, 31.65it/s]
                                                                       

Validation Results - Epoch: 37 Metrics: mse: 20.644, mae: 3.352, top1: 0.980, frac_mc: 0.899, loss: 23.633

ITERATION - loss: 17.51:   0%|          | 0/50 [01:47<00:01, 31.65it/s]
ITERATION - loss: 11.44:   8%|8         | 4/50 [01:47<00:06,  7.19it/s]
ITERATION - loss: 16.14:  16%|#6        | 8/50 [01:48<00:04,  9.42it/s]
ITERATION - loss: 31.19:  24%|##4       | 12/50 [01:48<00:03, 12.04it/s]
ITERATION - loss: 10.01:  32%|###2      | 16/50 [01:48<00:02, 14.93it/s]
ITERATION - loss: 16.42:  40%|####      | 20/50 [01:48<00:01, 17.87it/s]
ITERATION - loss: 21.62:  48%|####8     | 24/50 [01:48<00:01, 20.63it/s]
ITERATION - loss: 23.23:  56%|#####6    | 28/50 [01:48<00:00, 23.22it/s]
ITERATION - loss: 8.61:  64%|######4   | 32/50 [01:48<00:00, 25.65it/s] 
ITERATION - loss: 21.84:  72%|#######2  | 36/50 [01:48<00:00, 27.92it/s]
ITERATION - loss: 28.78:  80%|########  | 40/50 [01:48<00:00, 29.54it/s]
ITERATION - loss: 7.60:  88%|########8 | 44/50 [01:49<00:00, 30.69it/s] 
ITERATION - loss: 21.13:  96%|#########6| 48/50 [01:49<00:00, 31.79it/s]
ITERATION - loss: 29.67: 100%|##########| 50/50 [01:49<00:00, 31.79it/s]
                                                                        

Training Results - Epoch: 38 Metrics: mse: 25.632, mae: 4.673, top1: 0.985, frac_mc: 0.899, loss: 16.658

ITERATION - loss: 29.67:   0%|          | 0/50 [01:50<00:01, 31.79it/s]
                                                                       

Validation Results - Epoch: 38 Metrics: mse: 26.547, mae: 4.737, top1: 0.980, frac_mc: 0.908, loss: 13.911

ITERATION - loss: 29.67:   0%|          | 0/50 [01:50<00:01, 31.79it/s]
ITERATION - loss: 15.46:   8%|8         | 4/50 [01:50<00:06,  7.06it/s]
ITERATION - loss: 14.94:  16%|#6        | 8/50 [01:50<00:04,  9.26it/s]
ITERATION - loss: 23.67:  24%|##4       | 12/50 [01:51<00:03, 11.85it/s]
ITERATION - loss: 22.54:  32%|###2      | 16/50 [01:51<00:02, 14.75it/s]
ITERATION - loss: 21.67:  40%|####      | 20/50 [01:51<00:01, 17.72it/s]
ITERATION - loss: 12.01:  48%|####8     | 24/50 [01:51<00:01, 20.66it/s]
ITERATION - loss: 11.25:  56%|#####6    | 28/50 [01:51<00:00, 23.27it/s]
ITERATION - loss: 20.31:  64%|######4   | 32/50 [01:51<00:00, 25.52it/s]
ITERATION - loss: 6.20:  72%|#######2  | 36/50 [01:51<00:00, 27.67it/s] 
ITERATION - loss: 24.61:  80%|########  | 40/50 [01:51<00:00, 28.95it/s]
ITERATION - loss: 19.82:  88%|########8 | 44/50 [01:52<00:00, 30.39it/s]
ITERATION - loss: 11.90:  96%|#########6| 48/50 [01:52<00:00, 31.21it/s]
ITERATION - loss: 14.15: 100%|##########| 50/50 [01:52<00:00, 31.21it/s]
                                                                        

Training Results - Epoch: 39 Metrics: mse: 35.547, mae: 5.396, top1: 0.983, frac_mc: 0.895, loss: 17.679

ITERATION - loss: 14.15:   0%|          | 0/50 [01:53<00:01, 31.21it/s]
                                                                       

Validation Results - Epoch: 39 Metrics: mse: 37.694, mae: 5.493, top1: 1.000, frac_mc: 0.910, loss: 14.433

ITERATION - loss: 14.15:   0%|          | 0/50 [01:53<00:01, 31.21it/s]
ITERATION - loss: 11.31:   8%|8         | 4/50 [01:53<00:06,  7.19it/s]
ITERATION - loss: 21.16:  16%|#6        | 8/50 [01:53<00:04,  9.40it/s]
ITERATION - loss: 33.27:  24%|##4       | 12/50 [01:53<00:03, 11.99it/s]
ITERATION - loss: 17.73:  32%|###2      | 16/50 [01:54<00:02, 14.89it/s]
ITERATION - loss: 10.31:  40%|####      | 20/50 [01:54<00:01, 17.80it/s]
ITERATION - loss: 20.15:  48%|####8     | 24/50 [01:54<00:01, 20.69it/s]
ITERATION - loss: 14.98:  56%|#####6    | 28/50 [01:54<00:00, 23.46it/s]
ITERATION - loss: 12.50:  64%|######4   | 32/50 [01:54<00:00, 26.05it/s]
ITERATION - loss: 9.88:  72%|#######2  | 36/50 [01:54<00:00, 27.67it/s] 
ITERATION - loss: 21.58:  80%|########  | 40/50 [01:54<00:00, 29.41it/s]
ITERATION - loss: 23.79:  88%|########8 | 44/50 [01:54<00:00, 30.30it/s]
ITERATION - loss: 7.38:  96%|#########6| 48/50 [01:54<00:00, 31.12it/s] 
ITERATION - loss: 26.09: 100%|##########| 50/50 [01:55<00:00, 31.12it/s]
                                                                        

Training Results - Epoch: 40 Metrics: mse: 46.185, mae: 6.236, top1: 0.983, frac_mc: 0.899, loss: 19.935

ITERATION - loss: 26.09:   0%|          | 0/50 [01:56<00:01, 31.12it/s]
                                                                       

Validation Results - Epoch: 40 Metrics: mse: 48.523, mae: 6.330, top1: 0.990, frac_mc: 0.913, loss: 17.805

ITERATION - loss: 26.09:   0%|          | 0/50 [01:56<00:01, 31.12it/s]
ITERATION - loss: 8.71:   8%|8         | 4/50 [01:56<00:06,  7.17it/s] 
ITERATION - loss: 14.61:  16%|#6        | 8/50 [01:56<00:04,  9.37it/s]
ITERATION - loss: 22.17:  24%|##4       | 12/50 [01:56<00:03, 11.97it/s]
ITERATION - loss: 12.03:  32%|###2      | 16/50 [01:56<00:02, 14.77it/s]
ITERATION - loss: 14.91:  40%|####      | 20/50 [01:57<00:01, 17.80it/s]
ITERATION - loss: 22.92:  48%|####8     | 24/50 [01:57<00:01, 20.77it/s]
ITERATION - loss: 2.28:  56%|#####6    | 28/50 [01:57<00:00, 23.32it/s] 
ITERATION - loss: 15.22:  64%|######4   | 32/50 [01:57<00:00, 25.70it/s]
ITERATION - loss: 13.49:  72%|#######2  | 36/50 [01:57<00:00, 27.75it/s]
ITERATION - loss: 14.40:  80%|########  | 40/50 [01:57<00:00, 29.19it/s]
ITERATION - loss: 30.83:  88%|########8 | 44/50 [01:57<00:00, 30.47it/s]
ITERATION - loss: 10.93:  96%|#########6| 48/50 [01:57<00:00, 31.43it/s]
ITERATION - loss: 29.16: 100%|##########| 50/50 [01:57<00:00, 31.43it/s]
                                                                        

Training Results - Epoch: 41 Metrics: mse: 30.438, mae: 5.127, top1: 0.985, frac_mc: 0.901, loss: 16.590

ITERATION - loss: 29.16:   0%|          | 0/50 [01:59<00:01, 31.43it/s]
                                                                       

Validation Results - Epoch: 41 Metrics: mse: 31.380, mae: 5.187, top1: 0.970, frac_mc: 0.912, loss: 14.363

ITERATION - loss: 29.16:   0%|          | 0/50 [01:59<00:01, 31.43it/s]
ITERATION - loss: 19.73:   8%|8         | 4/50 [01:59<00:06,  7.21it/s]
ITERATION - loss: 17.15:  16%|#6        | 8/50 [01:59<00:04,  9.40it/s]
ITERATION - loss: 11.04:  24%|##4       | 12/50 [01:59<00:03, 12.03it/s]
ITERATION - loss: 7.96:  32%|###2      | 16/50 [01:59<00:02, 14.94it/s] 
ITERATION - loss: 35.59:  40%|####      | 20/50 [01:59<00:01, 17.96it/s]
ITERATION - loss: 6.74:  48%|####8     | 24/50 [02:00<00:01, 20.94it/s] 
ITERATION - loss: 18.18:  56%|#####6    | 28/50 [02:00<00:00, 23.71it/s]
ITERATION - loss: 19.45:  64%|######4   | 32/50 [02:00<00:00, 26.10it/s]
ITERATION - loss: 25.83:  72%|#######2  | 36/50 [02:00<00:00, 27.53it/s]
ITERATION - loss: 13.99:  80%|########  | 40/50 [02:00<00:00, 26.75it/s]
ITERATION - loss: 15.23:  88%|########8 | 44/50 [02:00<00:00, 28.60it/s]
ITERATION - loss: 18.23:  96%|#########6| 48/50 [02:00<00:00, 29.91it/s]
ITERATION - loss: 13.71: 100%|##########| 50/50 [02:00<00:00, 29.91it/s]
                                                                        

Training Results - Epoch: 42 Metrics: mse: 40.215, mae: 5.749, top1: 0.985, frac_mc: 0.902, loss: 16.011

ITERATION - loss: 13.71:   0%|          | 0/50 [02:01<00:01, 29.91it/s]
                                                                       

Validation Results - Epoch: 42 Metrics: mse: 42.633, mae: 5.850, top1: 0.980, frac_mc: 0.913, loss: 13.259

ITERATION - loss: 13.71:   0%|          | 0/50 [02:02<00:01, 29.91it/s]
ITERATION - loss: 19.16:   8%|8         | 4/50 [02:02<00:06,  7.13it/s]
ITERATION - loss: 14.95:  16%|#6        | 8/50 [02:02<00:04,  9.37it/s]
ITERATION - loss: 21.62:  24%|##4       | 12/50 [02:02<00:03, 12.00it/s]
ITERATION - loss: 17.87:  32%|###2      | 16/50 [02:02<00:02, 14.89it/s]
ITERATION - loss: 15.73:  40%|####      | 20/50 [02:02<00:01, 17.85it/s]
ITERATION - loss: 19.63:  48%|####8     | 24/50 [02:02<00:01, 20.69it/s]
ITERATION - loss: 13.57:  56%|#####6    | 28/50 [02:03<00:00, 23.45it/s]
ITERATION - loss: 25.26:  64%|######4   | 32/50 [02:03<00:00, 25.89it/s]
ITERATION - loss: 11.62:  72%|#######2  | 36/50 [02:03<00:00, 27.68it/s]
ITERATION - loss: 22.45:  80%|########  | 40/50 [02:03<00:00, 28.99it/s]
ITERATION - loss: 7.50:  88%|########8 | 44/50 [02:03<00:00, 30.21it/s] 
ITERATION - loss: 19.75:  96%|#########6| 48/50 [02:03<00:00, 31.12it/s]
ITERATION - loss: 25.07: 100%|##########| 50/50 [02:03<00:00, 31.12it/s]
                                                                        

Training Results - Epoch: 43 Metrics: mse: 38.358, mae: 5.676, top1: 0.985, frac_mc: 0.904, loss: 14.641

ITERATION - loss: 25.07:   0%|          | 0/50 [02:04<00:01, 31.12it/s]
                                                                       

Validation Results - Epoch: 43 Metrics: mse: 40.538, mae: 5.774, top1: 0.970, frac_mc: 0.914, loss: 20.950

ITERATION - loss: 25.07:   0%|          | 0/50 [02:05<00:01, 31.12it/s]
ITERATION - loss: 21.35:   8%|8         | 4/50 [02:05<00:06,  7.21it/s]
ITERATION - loss: 6.59:  16%|#6        | 8/50 [02:05<00:04,  9.44it/s] 
ITERATION - loss: 5.81:  24%|##4       | 12/50 [02:05<00:03, 12.05it/s]
ITERATION - loss: 29.89:  32%|###2      | 16/50 [02:05<00:02, 14.85it/s]
ITERATION - loss: 25.01:  40%|####      | 20/50 [02:05<00:01, 17.87it/s]
ITERATION - loss: 4.26:  48%|####8     | 24/50 [02:05<00:01, 20.84it/s] 
ITERATION - loss: 21.98:  56%|#####6    | 28/50 [02:05<00:00, 23.64it/s]
ITERATION - loss: 34.23:  64%|######4   | 32/50 [02:06<00:00, 25.88it/s]
ITERATION - loss: 23.40:  72%|#######2  | 36/50 [02:06<00:00, 27.72it/s]
ITERATION - loss: 23.37:  80%|########  | 40/50 [02:06<00:00, 29.34it/s]
ITERATION - loss: 25.88:  88%|########8 | 44/50 [02:06<00:00, 30.58it/s]
ITERATION - loss: 9.42:  96%|#########6| 48/50 [02:06<00:00, 31.52it/s] 
ITERATION - loss: 21.00: 100%|##########| 50/50 [02:06<00:00, 31.52it/s]
                                                                        

Training Results - Epoch: 44 Metrics: mse: 33.258, mae: 5.290, top1: 0.975, frac_mc: 0.905, loss: 16.091

ITERATION - loss: 21.00:   0%|          | 0/50 [02:07<00:01, 31.52it/s]
                                                                       

Validation Results - Epoch: 44 Metrics: mse: 34.885, mae: 5.373, top1: 0.990, frac_mc: 0.916, loss: 13.106

ITERATION - loss: 21.00:   0%|          | 0/50 [02:07<00:01, 31.52it/s]
ITERATION - loss: 25.09:   8%|8         | 4/50 [02:08<00:06,  7.21it/s]
ITERATION - loss: 21.53:  16%|#6        | 8/50 [02:08<00:04,  9.45it/s]
ITERATION - loss: 11.04:  24%|##4       | 12/50 [02:08<00:03, 12.05it/s]
ITERATION - loss: 14.18:  32%|###2      | 16/50 [02:08<00:02, 14.95it/s]
ITERATION - loss: 12.38:  40%|####      | 20/50 [02:08<00:01, 17.99it/s]
ITERATION - loss: 13.14:  48%|####8     | 24/50 [02:08<00:01, 20.80it/s]
ITERATION - loss: 16.56:  56%|#####6    | 28/50 [02:08<00:00, 23.42it/s]
ITERATION - loss: 9.74:  64%|######4   | 32/50 [02:08<00:00, 25.83it/s] 
ITERATION - loss: 3.39:  72%|#######2  | 36/50 [02:08<00:00, 27.75it/s]
ITERATION - loss: 11.83:  80%|########  | 40/50 [02:09<00:00, 29.22it/s]
ITERATION - loss: 15.02:  88%|########8 | 44/50 [02:09<00:00, 30.46it/s]
ITERATION - loss: 11.15:  96%|#########6| 48/50 [02:09<00:00, 31.42it/s]
ITERATION - loss: 12.74: 100%|##########| 50/50 [02:09<00:00, 31.42it/s]
                                                                        

Training Results - Epoch: 45 Metrics: mse: 44.877, mae: 5.960, top1: 0.978, frac_mc: 0.908, loss: 14.605

ITERATION - loss: 12.74:   0%|          | 0/50 [02:10<00:01, 31.42it/s]
                                                                       

Validation Results - Epoch: 45 Metrics: mse: 48.234, mae: 6.083, top1: 0.980, frac_mc: 0.918, loss: 18.668

ITERATION - loss: 12.74:   0%|          | 0/50 [02:10<00:01, 31.42it/s]
ITERATION - loss: 12.88:   8%|8         | 4/50 [02:10<00:06,  7.00it/s]
ITERATION - loss: 8.08:  16%|#6        | 8/50 [02:11<00:04,  9.20it/s] 
ITERATION - loss: 16.23:  24%|##4       | 12/50 [02:11<00:03, 11.70it/s]
ITERATION - loss: 46.24:  32%|###2      | 16/50 [02:11<00:02, 14.62it/s]
ITERATION - loss: 14.53:  40%|####      | 20/50 [02:11<00:01, 17.57it/s]
ITERATION - loss: 10.35:  48%|####8     | 24/50 [02:11<00:01, 20.44it/s]
ITERATION - loss: 8.10:  56%|#####6    | 28/50 [02:11<00:00, 23.24it/s] 
ITERATION - loss: 17.05:  64%|######4   | 32/50 [02:11<00:00, 25.78it/s]
ITERATION - loss: 7.24:  72%|#######2  | 36/50 [02:11<00:00, 27.34it/s] 
ITERATION - loss: 10.88:  80%|########  | 40/50 [02:12<00:00, 29.01it/s]
ITERATION - loss: 18.68:  88%|########8 | 44/50 [02:12<00:00, 29.88it/s]
ITERATION - loss: 17.46:  96%|#########6| 48/50 [02:12<00:00, 31.04it/s]
ITERATION - loss: 12.52: 100%|##########| 50/50 [02:12<00:00, 31.04it/s]
                                                                        

Training Results - Epoch: 46 Metrics: mse: 28.695, mae: 4.927, top1: 0.975, frac_mc: 0.908, loss: 13.789

ITERATION - loss: 12.52:   0%|          | 0/50 [02:13<00:01, 31.04it/s]
                                                                       

Validation Results - Epoch: 46 Metrics: mse: 30.438, mae: 5.021, top1: 0.970, frac_mc: 0.920, loss: 15.604

ITERATION - loss: 12.52:   0%|          | 0/50 [02:13<00:01, 31.04it/s]
ITERATION - loss: 16.35:   8%|8         | 4/50 [02:13<00:06,  7.19it/s]
ITERATION - loss: 22.98:  16%|#6        | 8/50 [02:13<00:04,  9.43it/s]
ITERATION - loss: 9.44:  24%|##4       | 12/50 [02:14<00:03, 11.94it/s]
ITERATION - loss: 13.79:  32%|###2      | 16/50 [02:14<00:02, 14.81it/s]
ITERATION - loss: 29.01:  40%|####      | 20/50 [02:14<00:01, 17.76it/s]
ITERATION - loss: 18.10:  48%|####8     | 24/50 [02:14<00:01, 20.74it/s]
ITERATION - loss: 10.54:  56%|#####6    | 28/50 [02:14<00:00, 23.53it/s]
ITERATION - loss: 16.17:  64%|######4   | 32/50 [02:14<00:00, 25.48it/s]
ITERATION - loss: 18.79:  72%|#######2  | 36/50 [02:14<00:00, 27.56it/s]
ITERATION - loss: 12.73:  80%|########  | 40/50 [02:14<00:00, 28.89it/s]
ITERATION - loss: 14.57:  88%|########8 | 44/50 [02:15<00:00, 30.35it/s]
ITERATION - loss: 12.28:  96%|#########6| 48/50 [02:15<00:00, 31.11it/s]
ITERATION - loss: 9.37: 100%|##########| 50/50 [02:15<00:00, 31.11it/s] 
                                                                       

Training Results - Epoch: 47 Metrics: mse: 18.179, mae: 3.866, top1: 0.985, frac_mc: 0.905, loss: 15.454

ITERATION - loss: 9.37:   0%|          | 0/50 [02:16<00:01, 31.11it/s]
                                                                      

Validation Results - Epoch: 47 Metrics: mse: 18.316, mae: 3.863, top1: 0.980, frac_mc: 0.913, loss: 12.679

ITERATION - loss: 9.37:   0%|          | 0/50 [02:16<00:01, 31.11it/s]
ITERATION - loss: 46.75:   8%|8         | 4/50 [02:16<00:06,  7.19it/s]
ITERATION - loss: 10.15:  16%|#6        | 8/50 [02:16<00:04,  9.40it/s]
ITERATION - loss: 24.48:  24%|##4       | 12/50 [02:16<00:03, 12.01it/s]
ITERATION - loss: 36.69:  32%|###2      | 16/50 [02:17<00:02, 14.78it/s]
ITERATION - loss: 27.66:  40%|####      | 20/50 [02:17<00:01, 17.79it/s]
ITERATION - loss: 5.33:  48%|####8     | 24/50 [02:17<00:01, 20.66it/s] 
ITERATION - loss: 29.89:  56%|#####6    | 28/50 [02:17<00:00, 23.48it/s]
ITERATION - loss: 16.40:  64%|######4   | 32/50 [02:17<00:00, 25.60it/s]
ITERATION - loss: 33.74:  72%|#######2  | 36/50 [02:17<00:00, 27.73it/s]
ITERATION - loss: 4.10:  80%|########  | 40/50 [02:17<00:00, 29.02it/s] 
ITERATION - loss: 21.02:  88%|########8 | 44/50 [02:17<00:00, 30.27it/s]
ITERATION - loss: 37.68:  96%|#########6| 48/50 [02:18<00:00, 31.30it/s]
ITERATION - loss: 7.61: 100%|##########| 50/50 [02:18<00:00, 31.30it/s] 
                                                                       

Training Results - Epoch: 48 Metrics: mse: 39.854, mae: 5.593, top1: 0.985, frac_mc: 0.899, loss: 17.077

ITERATION - loss: 7.61:   0%|          | 0/50 [02:19<00:01, 31.30it/s]
                                                                      

Validation Results - Epoch: 48 Metrics: mse: 42.540, mae: 5.696, top1: 0.990, frac_mc: 0.911, loss: 14.081

ITERATION - loss: 7.61:   0%|          | 0/50 [02:19<00:01, 31.30it/s]
ITERATION - loss: 18.12:   8%|8         | 4/50 [02:19<00:06,  7.21it/s]
ITERATION - loss: 10.42:  16%|#6        | 8/50 [02:19<00:04,  9.43it/s]
ITERATION - loss: 14.79:  24%|##4       | 12/50 [02:19<00:03, 12.05it/s]
ITERATION - loss: 11.92:  32%|###2      | 16/50 [02:19<00:02, 14.97it/s]
ITERATION - loss: 7.69:  40%|####      | 20/50 [02:20<00:01, 17.96it/s] 
ITERATION - loss: 18.52:  48%|####8     | 24/50 [02:20<00:01, 20.95it/s]
ITERATION - loss: 21.09:  56%|#####6    | 28/50 [02:20<00:00, 23.50it/s]
ITERATION - loss: 31.17:  64%|######4   | 32/50 [02:20<00:00, 25.83it/s]
ITERATION - loss: 36.35:  72%|#######2  | 36/50 [02:20<00:00, 27.86it/s]
ITERATION - loss: 40.95:  80%|########  | 40/50 [02:20<00:00, 27.25it/s]
ITERATION - loss: 9.36:  88%|########8 | 44/50 [02:20<00:00, 29.06it/s] 
ITERATION - loss: 12.03:  96%|#########6| 48/50 [02:20<00:00, 30.26it/s]
ITERATION - loss: 12.14: 100%|##########| 50/50 [02:20<00:00, 30.26it/s]
                                                                        

Training Results - Epoch: 49 Metrics: mse: 41.290, mae: 5.756, top1: 0.985, frac_mc: 0.905, loss: 14.708

ITERATION - loss: 12.14:   0%|          | 0/50 [02:22<00:01, 30.26it/s]
                                                                       

Validation Results - Epoch: 49 Metrics: mse: 43.833, mae: 5.850, top1: 0.960, frac_mc: 0.904, loss: 23.672

ITERATION - loss: 12.14:   0%|          | 0/50 [02:22<00:01, 30.26it/s]
ITERATION - loss: 23.44:   8%|8         | 4/50 [02:22<00:06,  7.17it/s]
ITERATION - loss: 12.21:  16%|#6        | 8/50 [02:22<00:04,  9.39it/s]
ITERATION - loss: 35.22:  24%|##4       | 12/50 [02:22<00:03, 11.94it/s]
ITERATION - loss: 27.00:  32%|###2      | 16/50 [02:22<00:02, 14.85it/s]
ITERATION - loss: 21.45:  40%|####      | 20/50 [02:22<00:01, 17.70it/s]
ITERATION - loss: 21.81:  48%|####8     | 24/50 [02:23<00:01, 20.70it/s]
ITERATION - loss: 8.01:  56%|#####6    | 28/50 [02:23<00:00, 23.32it/s] 
ITERATION - loss: 20.67:  64%|######4   | 32/50 [02:23<00:00, 25.61it/s]
ITERATION - loss: 18.79:  72%|#######2  | 36/50 [02:23<00:00, 27.67it/s]
ITERATION - loss: 17.64:  80%|########  | 40/50 [02:23<00:00, 29.19it/s]
ITERATION - loss: 15.86:  88%|########8 | 44/50 [02:23<00:00, 30.48it/s]
ITERATION - loss: 7.97:  96%|#########6| 48/50 [02:23<00:00, 31.12it/s] 
ITERATION - loss: 14.07: 100%|##########| 50/50 [02:23<00:00, 31.12it/s]
                                                                        

Training Results - Epoch: 50 Metrics: mse: 31.677, mae: 5.132, top1: 0.973, frac_mc: 0.907, loss: 14.122

ITERATION - loss: 14.07:   0%|          | 0/50 [02:24<00:01, 31.12it/s]
                                                                       

Validation Results - Epoch: 50 Metrics: mse: 32.781, mae: 5.180, top1: 0.980, frac_mc: 0.919, loss: 11.570

ITERATION - loss: 14.07:   0%|          | 0/50 [02:25<00:01, 31.12it/s]
ITERATION - loss: 4.70:   8%|8         | 4/50 [02:25<00:06,  7.19it/s] 
ITERATION - loss: 13.69:  16%|#6        | 8/50 [02:25<00:04,  9.42it/s]
ITERATION - loss: 3.83:  24%|##4       | 12/50 [02:25<00:03, 12.00it/s]
ITERATION - loss: 4.70:  32%|###2      | 16/50 [02:25<00:02, 14.92it/s]
ITERATION - loss: 8.31:  40%|####      | 20/50 [02:25<00:01, 17.97it/s]
ITERATION - loss: 8.95:  48%|####8     | 24/50 [02:25<00:01, 20.86it/s]
ITERATION - loss: 33.54:  56%|#####6    | 28/50 [02:26<00:00, 23.64it/s]
ITERATION - loss: 14.06:  64%|######4   | 32/50 [02:26<00:00, 25.75it/s]
ITERATION - loss: 25.25:  72%|#######2  | 36/50 [02:26<00:00, 27.82it/s]
ITERATION - loss: 19.29:  80%|########  | 40/50 [02:26<00:00, 29.27it/s]
ITERATION - loss: 17.07:  88%|########8 | 44/50 [02:26<00:00, 30.44it/s]
ITERATION - loss: 69.70:  96%|#########6| 48/50 [02:26<00:00, 31.22it/s]
ITERATION - loss: 6.91: 100%|##########| 50/50 [02:26<00:00, 31.22it/s] 
                                                                       

Training Results - Epoch: 51 Metrics: mse: 11.072, mae: 2.799, top1: 0.983, frac_mc: 0.897, loss: 19.748

ITERATION - loss: 6.91:   0%|          | 0/50 [02:27<00:01, 31.22it/s]
                                                                      

Validation Results - Epoch: 51 Metrics: mse: 10.876, mae: 2.764, top1: 0.990, frac_mc: 0.914, loss: 16.111

ITERATION - loss: 6.91:   0%|          | 0/50 [02:28<00:01, 31.22it/s]
ITERATION - loss: 24.53:   8%|8         | 4/50 [02:28<00:06,  7.20it/s]
ITERATION - loss: 8.73:  16%|#6        | 8/50 [02:28<00:04,  9.40it/s] 
ITERATION - loss: 23.73:  24%|##4       | 12/50 [02:28<00:03, 12.01it/s]
ITERATION - loss: 18.35:  32%|###2      | 16/50 [02:28<00:02, 14.85it/s]
ITERATION - loss: 13.94:  40%|####      | 20/50 [02:28<00:01, 17.80it/s]
ITERATION - loss: 23.24:  48%|####8     | 24/50 [02:28<00:01, 20.59it/s]
ITERATION - loss: 14.36:  56%|#####6    | 28/50 [02:28<00:00, 23.39it/s]
ITERATION - loss: 23.81:  64%|######4   | 32/50 [02:29<00:00, 25.53it/s]
ITERATION - loss: 6.68:  72%|#######2  | 36/50 [02:29<00:00, 27.56it/s] 
ITERATION - loss: 14.45:  80%|########  | 40/50 [02:29<00:00, 29.23it/s]
ITERATION - loss: 12.25:  88%|########8 | 44/50 [02:29<00:00, 30.38it/s]
ITERATION - loss: 9.61:  96%|#########6| 48/50 [02:29<00:00, 31.20it/s] 
ITERATION - loss: 12.65: 100%|##########| 50/50 [02:29<00:00, 31.20it/s]
                                                                        

Training Results - Epoch: 52 Metrics: mse: 28.589, mae: 4.915, top1: 0.980, frac_mc: 0.908, loss: 14.831

ITERATION - loss: 12.65:   0%|          | 0/50 [02:30<00:01, 31.20it/s]
                                                                       

Validation Results - Epoch: 52 Metrics: mse: 29.506, mae: 4.966, top1: 0.980, frac_mc: 0.918, loss: 12.178

ITERATION - loss: 12.65:   0%|          | 0/50 [02:30<00:01, 31.20it/s]
ITERATION - loss: 20.20:   8%|8         | 4/50 [02:31<00:06,  7.02it/s]
ITERATION - loss: 35.01:  16%|#6        | 8/50 [02:31<00:04,  9.21it/s]
ITERATION - loss: 23.25:  24%|##4       | 12/50 [02:31<00:03, 11.82it/s]
ITERATION - loss: 10.48:  32%|###2      | 16/50 [02:31<00:02, 14.59it/s]
ITERATION - loss: 13.98:  40%|####      | 20/50 [02:31<00:01, 17.60it/s]
ITERATION - loss: 10.13:  48%|####8     | 24/50 [02:31<00:01, 20.59it/s]
ITERATION - loss: 6.99:  56%|#####6    | 28/50 [02:31<00:00, 23.09it/s] 
ITERATION - loss: 10.02:  64%|######4   | 32/50 [02:31<00:00, 25.59it/s]
ITERATION - loss: 8.23:  72%|#######2  | 36/50 [02:32<00:00, 27.13it/s] 
ITERATION - loss: 11.83:  80%|########  | 40/50 [02:32<00:00, 28.97it/s]
ITERATION - loss: 15.16:  88%|########8 | 44/50 [02:32<00:00, 30.00it/s]
ITERATION - loss: 15.53:  96%|#########6| 48/50 [02:32<00:00, 30.89it/s]
ITERATION - loss: 10.58: 100%|##########| 50/50 [02:32<00:00, 30.89it/s]
                                                                        

Training Results - Epoch: 53 Metrics: mse: 35.681, mae: 5.413, top1: 0.985, frac_mc: 0.908, loss: 13.737

ITERATION - loss: 10.58:   0%|          | 0/50 [02:33<00:01, 30.89it/s]
                                                                       

Validation Results - Epoch: 53 Metrics: mse: 37.200, mae: 5.470, top1: 0.970, frac_mc: 0.918, loss: 16.777

ITERATION - loss: 10.58:   0%|          | 0/50 [02:33<00:01, 30.89it/s]
ITERATION - loss: 9.43:   8%|8         | 4/50 [02:33<00:06,  7.17it/s] 
ITERATION - loss: 8.43:  16%|#6        | 8/50 [02:34<00:04,  9.40it/s]
ITERATION - loss: 22.51:  24%|##4       | 12/50 [02:34<00:03, 12.03it/s]
ITERATION - loss: 13.10:  32%|###2      | 16/50 [02:34<00:02, 14.88it/s]
ITERATION - loss: 9.27:  40%|####      | 20/50 [02:34<00:01, 17.75it/s] 
ITERATION - loss: 9.41:  48%|####8     | 24/50 [02:34<00:01, 20.72it/s]
ITERATION - loss: 14.06:  56%|#####6    | 28/50 [02:34<00:00, 23.49it/s]
ITERATION - loss: 30.73:  64%|######4   | 32/50 [02:34<00:00, 25.88it/s]
ITERATION - loss: 13.68:  72%|#######2  | 36/50 [02:34<00:00, 27.77it/s]
ITERATION - loss: 16.23:  80%|########  | 40/50 [02:35<00:00, 29.23it/s]
ITERATION - loss: 19.82:  88%|########8 | 44/50 [02:35<00:00, 30.08it/s]
ITERATION - loss: 15.02:  96%|#########6| 48/50 [02:35<00:00, 31.39it/s]
ITERATION - loss: 45.75: 100%|##########| 50/50 [02:35<00:00, 31.39it/s]
                                                                        

Training Results - Epoch: 54 Metrics: mse: 31.579, mae: 4.024, top1: 0.983, frac_mc: 0.899, loss: 26.706

ITERATION - loss: 45.75:   0%|          | 0/50 [02:36<00:01, 31.39it/s]
                                                                       

Validation Results - Epoch: 54 Metrics: mse: 34.954, mae: 4.180, top1: 0.990, frac_mc: 0.909, loss: 20.545

ITERATION - loss: 45.75:   0%|          | 0/50 [02:36<00:01, 31.39it/s]
ITERATION - loss: 21.88:   8%|8         | 4/50 [02:36<00:06,  7.17it/s]
ITERATION - loss: 20.58:  16%|#6        | 8/50 [02:36<00:04,  9.34it/s]
ITERATION - loss: 27.38:  24%|##4       | 12/50 [02:37<00:03, 11.95it/s]
ITERATION - loss: 10.66:  32%|###2      | 16/50 [02:37<00:02, 14.86it/s]
ITERATION - loss: 14.19:  40%|####      | 20/50 [02:37<00:01, 17.91it/s]
ITERATION - loss: 16.08:  48%|####8     | 24/50 [02:37<00:01, 20.75it/s]
ITERATION - loss: 10.47:  56%|#####6    | 28/50 [02:37<00:00, 23.63it/s]
ITERATION - loss: 51.76:  64%|######4   | 32/50 [02:37<00:00, 26.08it/s]
ITERATION - loss: 9.92:  72%|#######2  | 36/50 [02:37<00:00, 27.68it/s] 
ITERATION - loss: 8.75:  80%|########  | 40/50 [02:37<00:00, 29.37it/s]
ITERATION - loss: 14.62:  88%|########8 | 44/50 [02:38<00:00, 30.40it/s]
ITERATION - loss: 9.14:  96%|#########6| 48/50 [02:38<00:00, 31.07it/s] 
ITERATION - loss: 21.17: 100%|##########| 50/50 [02:38<00:00, 31.07it/s]
                                                                        

Training Results - Epoch: 55 Metrics: mse: 28.171, mae: 4.799, top1: 0.980, frac_mc: 0.902, loss: 15.011

ITERATION - loss: 21.17:   0%|          | 0/50 [02:39<00:01, 31.07it/s]
                                                                       

Validation Results - Epoch: 55 Metrics: mse: 30.476, mae: 4.921, top1: 0.980, frac_mc: 0.919, loss: 12.643

ITERATION - loss: 21.17:   0%|          | 0/50 [02:39<00:01, 31.07it/s]
ITERATION - loss: 5.84:   8%|8         | 4/50 [02:39<00:06,  7.20it/s] 
ITERATION - loss: 12.10:  16%|#6        | 8/50 [02:39<00:04,  9.41it/s]
ITERATION - loss: 22.74:  24%|##4       | 12/50 [02:39<00:03, 12.02it/s]
ITERATION - loss: 11.80:  32%|###2      | 16/50 [02:40<00:02, 14.86it/s]
ITERATION - loss: 34.94:  40%|####      | 20/50 [02:40<00:01, 17.81it/s]
ITERATION - loss: 21.86:  48%|####8     | 24/50 [02:40<00:01, 20.80it/s]
ITERATION - loss: 8.64:  56%|#####6    | 28/50 [02:40<00:00, 23.41it/s] 
ITERATION - loss: 8.39:  64%|######4   | 32/50 [02:40<00:00, 25.82it/s]
ITERATION - loss: 13.81:  72%|#######2  | 36/50 [02:40<00:00, 27.72it/s]
ITERATION - loss: 8.94:  80%|########  | 40/50 [02:40<00:00, 26.16it/s] 
ITERATION - loss: 12.90:  88%|########8 | 44/50 [02:40<00:00, 28.17it/s]
ITERATION - loss: 18.89:  96%|#########6| 48/50 [02:41<00:00, 29.58it/s]
ITERATION - loss: 10.95: 100%|##########| 50/50 [02:41<00:00, 29.58it/s]
                                                                        

Training Results - Epoch: 56 Metrics: mse: 8.882, mae: 2.507, top1: 0.985, frac_mc: 0.900, loss: 17.713

ITERATION - loss: 10.95:   0%|          | 0/50 [02:42<00:01, 29.58it/s]
                                                                       

Validation Results - Epoch: 56 Metrics: mse: 9.572, mae: 2.602, top1: 0.990, frac_mc: 0.913, loss: 14.328

ITERATION - loss: 10.95:   0%|          | 0/50 [02:42<00:01, 29.58it/s]
ITERATION - loss: 13.33:   8%|8         | 4/50 [02:42<00:06,  7.13it/s]
ITERATION - loss: 20.43:  16%|#6        | 8/50 [02:42<00:04,  9.35it/s]
ITERATION - loss: 19.95:  24%|##4       | 12/50 [02:42<00:03, 11.87it/s]
ITERATION - loss: 4.06:  32%|###2      | 16/50 [02:42<00:02, 14.75it/s] 
ITERATION - loss: 10.33:  40%|####      | 20/50 [02:43<00:01, 17.64it/s]
ITERATION - loss: 8.14:  48%|####8     | 24/50 [02:43<00:01, 20.65it/s] 
ITERATION - loss: 11.89:  56%|#####6    | 28/50 [02:43<00:00, 23.45it/s]
ITERATION - loss: 17.38:  64%|######4   | 32/50 [02:43<00:00, 25.57it/s]
ITERATION - loss: 11.04:  72%|#######2  | 36/50 [02:43<00:00, 27.63it/s]
ITERATION - loss: 7.86:  80%|########  | 40/50 [02:43<00:00, 28.77it/s] 
ITERATION - loss: 16.93:  88%|########8 | 44/50 [02:43<00:00, 30.25it/s]
ITERATION - loss: 11.22:  96%|#########6| 48/50 [02:43<00:00, 31.41it/s]
ITERATION - loss: 10.23: 100%|##########| 50/50 [02:44<00:00, 31.41it/s]
                                                                        

Training Results - Epoch: 57 Metrics: mse: 36.040, mae: 5.382, top1: 0.985, frac_mc: 0.906, loss: 14.325

ITERATION - loss: 10.23:   0%|          | 0/50 [02:45<00:01, 31.41it/s]
                                                                       

Validation Results - Epoch: 57 Metrics: mse: 39.753, mae: 5.545, top1: 0.970, frac_mc: 0.920, loss: 12.315

ITERATION - loss: 10.23:   0%|          | 0/50 [02:45<00:01, 31.41it/s]
ITERATION - loss: 9.29:   8%|8         | 4/50 [02:45<00:06,  7.18it/s] 
ITERATION - loss: 26.08:  16%|#6        | 8/50 [02:45<00:04,  9.39it/s]
ITERATION - loss: 3.08:  24%|##4       | 12/50 [02:45<00:03, 11.97it/s]
ITERATION - loss: 10.79:  32%|###2      | 16/50 [02:45<00:02, 14.81it/s]
ITERATION - loss: 12.15:  40%|####      | 20/50 [02:45<00:01, 17.80it/s]
ITERATION - loss: 6.82:  48%|####8     | 24/50 [02:46<00:01, 20.79it/s] 
ITERATION - loss: 8.29:  56%|#####6    | 28/50 [02:46<00:00, 23.54it/s]
ITERATION - loss: 20.16:  64%|######4   | 32/50 [02:46<00:00, 25.50it/s]
ITERATION - loss: 3.48:  72%|#######2  | 36/50 [02:46<00:00, 27.58it/s] 
ITERATION - loss: 13.00:  80%|########  | 40/50 [02:46<00:00, 28.86it/s]
ITERATION - loss: 8.34:  88%|########8 | 44/50 [02:46<00:00, 29.80it/s] 
ITERATION - loss: 9.77:  96%|#########6| 48/50 [02:46<00:00, 30.69it/s]
ITERATION - loss: 19.24: 100%|##########| 50/50 [02:46<00:00, 30.69it/s]
                                                                        

Training Results - Epoch: 58 Metrics: mse: 37.190, mae: 5.397, top1: 0.978, frac_mc: 0.906, loss: 13.871

ITERATION - loss: 19.24:   0%|          | 0/50 [02:47<00:01, 30.69it/s]
                                                                       

Validation Results - Epoch: 58 Metrics: mse: 41.163, mae: 5.560, top1: 0.970, frac_mc: 0.919, loss: 11.779

ITERATION - loss: 19.24:   0%|          | 0/50 [02:48<00:01, 30.69it/s]
ITERATION - loss: 14.50:   8%|8         | 4/50 [02:48<00:06,  7.17it/s]
ITERATION - loss: 8.24:  16%|#6        | 8/50 [02:48<00:04,  9.40it/s] 
ITERATION - loss: 14.13:  24%|##4       | 12/50 [02:48<00:03, 12.01it/s]
ITERATION - loss: 11.15:  32%|###2      | 16/50 [02:48<00:02, 14.92it/s]
ITERATION - loss: 17.77:  40%|####      | 20/50 [02:48<00:01, 17.86it/s]
ITERATION - loss: 13.33:  48%|####8     | 24/50 [02:48<00:01, 20.65it/s]
ITERATION - loss: 11.67:  56%|#####6    | 28/50 [02:49<00:00, 23.55it/s]
ITERATION - loss: 30.88:  64%|######4   | 32/50 [02:49<00:00, 25.80it/s]
ITERATION - loss: 9.72:  72%|#######2  | 36/50 [02:49<00:00, 27.81it/s] 
ITERATION - loss: 17.65:  80%|########  | 40/50 [02:49<00:00, 29.02it/s]
ITERATION - loss: 10.88:  88%|########8 | 44/50 [02:49<00:00, 30.43it/s]
ITERATION - loss: 13.55:  96%|#########6| 48/50 [02:49<00:00, 31.07it/s]
ITERATION - loss: 9.11: 100%|##########| 50/50 [02:49<00:00, 31.07it/s] 
                                                                       

Training Results - Epoch: 59 Metrics: mse: 32.362, mae: 5.081, top1: 0.980, frac_mc: 0.905, loss: 13.753

ITERATION - loss: 9.11:   0%|          | 0/50 [02:50<00:01, 31.07it/s]
                                                                      

Validation Results - Epoch: 59 Metrics: mse: 35.867, mae: 5.243, top1: 0.970, frac_mc: 0.919, loss: 11.589

ITERATION - loss: 9.11:   0%|          | 0/50 [02:51<00:01, 31.07it/s]
ITERATION - loss: 10.48:   8%|8         | 4/50 [02:51<00:06,  6.98it/s]
ITERATION - loss: 15.19:  16%|#6        | 8/50 [02:51<00:04,  9.20it/s]
ITERATION - loss: 14.39:  24%|##4       | 12/50 [02:51<00:03, 11.73it/s]
ITERATION - loss: 17.07:  32%|###2      | 16/50 [02:51<00:02, 14.58it/s]
ITERATION - loss: 10.40:  40%|####      | 20/50 [02:51<00:01, 17.53it/s]
ITERATION - loss: 5.06:  48%|####8     | 24/50 [02:51<00:01, 20.51it/s] 
ITERATION - loss: 9.09:  56%|#####6    | 28/50 [02:52<00:00, 23.03it/s]
ITERATION - loss: 24.47:  64%|######4   | 32/50 [02:52<00:00, 25.53it/s]
ITERATION - loss: 19.66:  72%|#######2  | 36/50 [02:52<00:00, 27.08it/s]
ITERATION - loss: 18.28:  80%|########  | 40/50 [02:52<00:00, 28.85it/s]
ITERATION - loss: 5.04:  88%|########8 | 44/50 [02:52<00:00, 30.28it/s] 
ITERATION - loss: 9.63:  96%|#########6| 48/50 [02:52<00:00, 31.34it/s]
ITERATION - loss: 2.47: 100%|##########| 50/50 [02:52<00:00, 31.34it/s]
                                                                       

Training Results - Epoch: 60 Metrics: mse: 38.346, mae: 5.513, top1: 0.978, frac_mc: 0.907, loss: 13.375

ITERATION - loss: 2.47:   0%|          | 0/50 [02:53<00:01, 31.34it/s]
                                                                      

Validation Results - Epoch: 60 Metrics: mse: 42.402, mae: 5.684, top1: 0.970, frac_mc: 0.920, loss: 11.407

ITERATION - loss: 2.47:   0%|          | 0/50 [02:54<00:01, 31.34it/s]
ITERATION - loss: 23.03:   8%|8         | 4/50 [02:54<00:06,  7.19it/s]
ITERATION - loss: 13.56:  16%|#6        | 8/50 [02:54<00:04,  9.40it/s]
ITERATION - loss: 21.38:  24%|##4       | 12/50 [02:54<00:03, 11.95it/s]
ITERATION - loss: 7.57:  32%|###2      | 16/50 [02:54<00:02, 14.86it/s] 
ITERATION - loss: 12.86:  40%|####      | 20/50 [02:54<00:01, 17.91it/s]
ITERATION - loss: 6.48:  48%|####8     | 24/50 [02:54<00:01, 20.90it/s] 
ITERATION - loss: 13.73:  56%|#####6    | 28/50 [02:54<00:00, 23.39it/s]
ITERATION - loss: 20.67:  64%|######4   | 32/50 [02:55<00:00, 25.85it/s]
ITERATION - loss: 27.98:  72%|#######2  | 36/50 [02:55<00:00, 27.75it/s]
ITERATION - loss: 20.76:  80%|########  | 40/50 [02:55<00:00, 29.26it/s]
ITERATION - loss: 9.07:  88%|########8 | 44/50 [02:55<00:00, 30.41it/s] 
ITERATION - loss: 10.55:  96%|#########6| 48/50 [02:55<00:00, 31.45it/s]
ITERATION - loss: 17.40: 100%|##########| 50/50 [02:55<00:00, 31.45it/s]
                                                                        

Training Results - Epoch: 61 Metrics: mse: 37.491, mae: 5.423, top1: 0.983, frac_mc: 0.909, loss: 13.202

ITERATION - loss: 17.40:   0%|          | 0/50 [02:56<00:01, 31.45it/s]
                                                                       

Validation Results - Epoch: 61 Metrics: mse: 41.347, mae: 5.586, top1: 0.970, frac_mc: 0.921, loss: 11.191

ITERATION - loss: 17.40:   0%|          | 0/50 [02:56<00:01, 31.45it/s]
ITERATION - loss: 29.00:   8%|8         | 4/50 [02:57<00:06,  7.19it/s]
ITERATION - loss: 8.83:  16%|#6        | 8/50 [02:57<00:04,  9.39it/s] 
ITERATION - loss: 26.63:  24%|##4       | 12/50 [02:57<00:03, 12.01it/s]
ITERATION - loss: 16.04:  32%|###2      | 16/50 [02:57<00:02, 14.73it/s]
ITERATION - loss: 11.51:  40%|####      | 20/50 [02:57<00:01, 17.74it/s]
ITERATION - loss: 23.23:  48%|####8     | 24/50 [02:57<00:01, 20.70it/s]
ITERATION - loss: 13.48:  56%|#####6    | 28/50 [02:57<00:00, 23.41it/s]
ITERATION - loss: 22.17:  64%|######4   | 32/50 [02:57<00:00, 25.83it/s]
ITERATION - loss: 14.53:  72%|#######2  | 36/50 [02:57<00:00, 27.73it/s]
ITERATION - loss: 11.12:  80%|########  | 40/50 [02:58<00:00, 29.27it/s]
ITERATION - loss: 5.61:  88%|########8 | 44/50 [02:58<00:00, 30.35it/s] 
ITERATION - loss: 6.80:  96%|#########6| 48/50 [02:58<00:00, 31.36it/s]
ITERATION - loss: 5.61: 100%|##########| 50/50 [02:58<00:00, 31.36it/s]
                                                                       

Training Results - Epoch: 62 Metrics: mse: 37.422, mae: 5.406, top1: 0.985, frac_mc: 0.908, loss: 13.017

ITERATION - loss: 5.61:   0%|          | 0/50 [02:59<00:01, 31.36it/s]
                                                                      

Validation Results - Epoch: 62 Metrics: mse: 41.643, mae: 5.583, top1: 0.970, frac_mc: 0.923, loss: 11.057

ITERATION - loss: 5.61:   0%|          | 0/50 [02:59<00:01, 31.36it/s]
ITERATION - loss: 10.49:   8%|8         | 4/50 [02:59<00:06,  7.20it/s]
ITERATION - loss: 20.25:  16%|#6        | 8/50 [03:00<00:04,  9.43it/s]
ITERATION - loss: 3.74:  24%|##4       | 12/50 [03:00<00:03, 12.01it/s]
ITERATION - loss: 6.33:  32%|###2      | 16/50 [03:00<00:02, 14.81it/s]
ITERATION - loss: 9.55:  40%|####      | 20/50 [03:00<00:01, 17.83it/s]
ITERATION - loss: 7.53:  48%|####8     | 24/50 [03:00<00:01, 20.80it/s]
ITERATION - loss: 24.32:  56%|#####6    | 28/50 [03:00<00:00, 23.51it/s]
ITERATION - loss: 8.24:  64%|######4   | 32/50 [03:00<00:00, 25.90it/s] 
ITERATION - loss: 9.52:  72%|#######2  | 36/50 [03:00<00:00, 25.64it/s]
ITERATION - loss: 4.26:  80%|########  | 40/50 [03:01<00:00, 27.36it/s]
ITERATION - loss: 14.98:  88%|########8 | 44/50 [03:01<00:00, 29.10it/s]
ITERATION - loss: 20.75:  96%|#########6| 48/50 [03:01<00:00, 30.50it/s]
ITERATION - loss: 16.12: 100%|##########| 50/50 [03:01<00:00, 30.50it/s]
                                                                        

Training Results - Epoch: 63 Metrics: mse: 40.497, mae: 5.602, top1: 0.988, frac_mc: 0.908, loss: 12.955

ITERATION - loss: 16.12:   0%|          | 0/50 [03:02<00:01, 30.50it/s]
                                                                       

Validation Results - Epoch: 63 Metrics: mse: 45.281, mae: 5.790, top1: 0.970, frac_mc: 0.923, loss: 11.280

ITERATION - loss: 16.12:   0%|          | 0/50 [03:02<00:01, 30.50it/s]
ITERATION - loss: 16.41:   8%|8         | 4/50 [03:02<00:06,  7.14it/s]
ITERATION - loss: 30.62:  16%|#6        | 8/50 [03:02<00:04,  9.34it/s]
ITERATION - loss: 17.02:  24%|##4       | 12/50 [03:03<00:03, 11.93it/s]
ITERATION - loss: 24.30:  32%|###2      | 16/50 [03:03<00:02, 14.83it/s]
ITERATION - loss: 18.51:  40%|####      | 20/50 [03:03<00:01, 17.80it/s]
ITERATION - loss: 18.31:  48%|####8     | 24/50 [03:03<00:01, 20.53it/s]
ITERATION - loss: 4.91:  56%|#####6    | 28/50 [03:03<00:00, 23.22it/s] 
ITERATION - loss: 12.45:  64%|######4   | 32/50 [03:03<00:00, 25.42it/s]
ITERATION - loss: 21.21:  72%|#######2  | 36/50 [03:03<00:00, 27.60it/s]
ITERATION - loss: 13.80:  80%|########  | 40/50 [03:03<00:00, 28.81it/s]
ITERATION - loss: 13.88:  88%|########8 | 44/50 [03:04<00:00, 30.40it/s]
ITERATION - loss: 10.01:  96%|#########6| 48/50 [03:04<00:00, 31.10it/s]
ITERATION - loss: 3.12: 100%|##########| 50/50 [03:04<00:00, 31.10it/s] 
                                                                       

Training Results - Epoch: 64 Metrics: mse: 29.036, mae: 4.852, top1: 0.985, frac_mc: 0.909, loss: 13.238

ITERATION - loss: 3.12:   0%|          | 0/50 [03:05<00:01, 31.10it/s]
                                                                      

Validation Results - Epoch: 64 Metrics: mse: 32.294, mae: 5.019, top1: 0.980, frac_mc: 0.922, loss: 11.135

ITERATION - loss: 3.12:   0%|          | 0/50 [03:05<00:01, 31.10it/s]
ITERATION - loss: 15.82:   8%|8         | 4/50 [03:05<00:06,  7.17it/s]
ITERATION - loss: 13.33:  16%|#6        | 8/50 [03:05<00:04,  9.39it/s]
ITERATION - loss: 18.85:  24%|##4       | 12/50 [03:05<00:03, 12.00it/s]
ITERATION - loss: 19.64:  32%|###2      | 16/50 [03:06<00:02, 14.87it/s]
ITERATION - loss: 13.14:  40%|####      | 20/50 [03:06<00:01, 17.97it/s]
ITERATION - loss: 6.98:  48%|####8     | 24/50 [03:06<00:01, 20.79it/s] 
ITERATION - loss: 10.30:  56%|#####6    | 28/50 [03:06<00:00, 23.54it/s]
ITERATION - loss: 23.97:  64%|######4   | 32/50 [03:06<00:00, 25.81it/s]
ITERATION - loss: 8.09:  72%|#######2  | 36/50 [03:06<00:00, 27.54it/s] 
ITERATION - loss: 12.99:  80%|########  | 40/50 [03:06<00:00, 29.22it/s]
ITERATION - loss: 4.71:  88%|########8 | 44/50 [03:06<00:00, 30.39it/s] 
ITERATION - loss: 12.93:  96%|#########6| 48/50 [03:06<00:00, 31.37it/s]
ITERATION - loss: 10.85: 100%|##########| 50/50 [03:07<00:00, 31.37it/s]
                                                                        

Training Results - Epoch: 65 Metrics: mse: 36.102, mae: 5.378, top1: 0.983, frac_mc: 0.911, loss: 12.620

ITERATION - loss: 10.85:   0%|          | 0/50 [03:08<00:01, 31.37it/s]
                                                                       

Validation Results - Epoch: 65 Metrics: mse: 40.195, mae: 5.558, top1: 0.970, frac_mc: 0.921, loss: 14.642

ITERATION - loss: 10.85:   0%|          | 0/50 [03:08<00:01, 31.37it/s]
ITERATION - loss: 7.24:   8%|8         | 4/50 [03:08<00:06,  7.17it/s] 
ITERATION - loss: 7.51:  16%|#6        | 8/50 [03:08<00:04,  9.39it/s]
ITERATION - loss: 20.94:  24%|##4       | 12/50 [03:08<00:03, 11.99it/s]
ITERATION - loss: 18.27:  32%|###2      | 16/50 [03:08<00:02, 14.84it/s]
ITERATION - loss: 11.13:  40%|####      | 20/50 [03:09<00:01, 17.88it/s]
ITERATION - loss: 3.72:  48%|####8     | 24/50 [03:09<00:01, 20.94it/s] 
ITERATION - loss: 13.85:  56%|#####6    | 28/50 [03:09<00:00, 23.74it/s]
ITERATION - loss: 8.52:  64%|######4   | 32/50 [03:09<00:00, 25.88it/s] 
ITERATION - loss: 5.02:  72%|#######2  | 36/50 [03:09<00:00, 27.78it/s]
ITERATION - loss: 21.46:  80%|########  | 40/50 [03:09<00:00, 29.00it/s]
ITERATION - loss: 3.58:  88%|########8 | 44/50 [03:09<00:00, 30.35it/s] 
ITERATION - loss: 3.94:  96%|#########6| 48/50 [03:09<00:00, 31.35it/s]
ITERATION - loss: 7.68: 100%|##########| 50/50 [03:09<00:00, 31.35it/s]
                                                                       

Training Results - Epoch: 66 Metrics: mse: 32.027, mae: 5.103, top1: 0.988, frac_mc: 0.912, loss: 12.707

ITERATION - loss: 7.68:   0%|          | 0/50 [03:11<00:01, 31.35it/s]
                                                                      

Validation Results - Epoch: 66 Metrics: mse: 35.870, mae: 5.288, top1: 0.970, frac_mc: 0.919, loss: 14.360

ITERATION - loss: 7.68:   0%|          | 0/50 [03:11<00:01, 31.35it/s]
ITERATION - loss: 14.15:   8%|8         | 4/50 [03:11<00:06,  6.96it/s]
ITERATION - loss: 8.48:  16%|#6        | 8/50 [03:11<00:04,  9.14it/s] 
ITERATION - loss: 21.02:  24%|##4       | 12/50 [03:11<00:03, 11.73it/s]
ITERATION - loss: 12.47:  32%|###2      | 16/50 [03:11<00:02, 14.55it/s]
ITERATION - loss: 7.84:  40%|####      | 20/50 [03:11<00:01, 17.47it/s] 
ITERATION - loss: 10.64:  48%|####8     | 24/50 [03:12<00:01, 20.52it/s]
ITERATION - loss: 10.70:  56%|#####6    | 28/50 [03:12<00:00, 22.89it/s]
ITERATION - loss: 24.89:  64%|######4   | 32/50 [03:12<00:00, 25.41it/s]
ITERATION - loss: 11.99:  72%|#######2  | 36/50 [03:12<00:00, 27.29it/s]
ITERATION - loss: 20.09:  80%|########  | 40/50 [03:12<00:00, 29.10it/s]
ITERATION - loss: 4.57:  88%|########8 | 44/50 [03:12<00:00, 30.24it/s] 
ITERATION - loss: 6.59:  96%|#########6| 48/50 [03:12<00:00, 31.38it/s]
ITERATION - loss: 16.85: 100%|##########| 50/50 [03:12<00:00, 31.38it/s]
                                                                        

Training Results - Epoch: 67 Metrics: mse: 33.221, mae: 5.138, top1: 0.983, frac_mc: 0.911, loss: 12.542

ITERATION - loss: 16.85:   0%|          | 0/50 [03:13<00:01, 31.38it/s]
                                                                       

Validation Results - Epoch: 67 Metrics: mse: 37.625, mae: 5.340, top1: 0.980, frac_mc: 0.923, loss: 11.405

ITERATION - loss: 16.85:   0%|          | 0/50 [03:14<00:01, 31.38it/s]
ITERATION - loss: 14.08:   8%|8         | 4/50 [03:14<00:06,  7.18it/s]
ITERATION - loss: 2.67:  16%|#6        | 8/50 [03:14<00:04,  9.40it/s] 
ITERATION - loss: 17.98:  24%|##4       | 12/50 [03:14<00:03, 12.01it/s]
ITERATION - loss: 10.55:  32%|###2      | 16/50 [03:14<00:02, 14.91it/s]
ITERATION - loss: 5.71:  40%|####      | 20/50 [03:14<00:01, 17.89it/s] 
ITERATION - loss: 18.37:  48%|####8     | 24/50 [03:14<00:01, 20.90it/s]
ITERATION - loss: 28.40:  56%|#####6    | 28/50 [03:15<00:00, 23.60it/s]
ITERATION - loss: 2.56:  64%|######4   | 32/50 [03:15<00:00, 25.99it/s] 
ITERATION - loss: 18.23:  72%|#######2  | 36/50 [03:15<00:00, 28.05it/s]
ITERATION - loss: 6.51:  80%|########  | 40/50 [03:15<00:00, 29.74it/s] 
ITERATION - loss: 20.40:  88%|########8 | 44/50 [03:15<00:00, 30.80it/s]
ITERATION - loss: 35.51:  96%|#########6| 48/50 [03:15<00:00, 31.70it/s]
ITERATION - loss: 13.71: 100%|##########| 50/50 [03:15<00:00, 31.70it/s]
                                                                        

Training Results - Epoch: 68 Metrics: mse: 38.411, mae: 5.510, top1: 0.988, frac_mc: 0.913, loss: 12.425

ITERATION - loss: 13.71:   0%|          | 0/50 [03:16<00:01, 31.70it/s]
                                                                       

Validation Results - Epoch: 68 Metrics: mse: 43.517, mae: 5.722, top1: 0.970, frac_mc: 0.924, loss: 16.980

ITERATION - loss: 13.71:   0%|          | 0/50 [03:17<00:01, 31.70it/s]
ITERATION - loss: 19.49:   8%|8         | 4/50 [03:17<00:06,  7.22it/s]
ITERATION - loss: 7.09:  16%|#6        | 8/50 [03:17<00:04,  9.46it/s] 
ITERATION - loss: 11.38:  24%|##4       | 12/50 [03:17<00:03, 11.98it/s]
ITERATION - loss: 7.53:  32%|###2      | 16/50 [03:17<00:02, 14.86it/s] 
ITERATION - loss: 2.48:  40%|####      | 20/50 [03:17<00:01, 17.78it/s]
ITERATION - loss: 9.46:  48%|####8     | 24/50 [03:17<00:01, 20.74it/s]
ITERATION - loss: 16.87:  56%|#####6    | 28/50 [03:17<00:00, 23.38it/s]
ITERATION - loss: 21.02:  64%|######4   | 32/50 [03:18<00:00, 25.89it/s]
ITERATION - loss: 4.73:  72%|#######2  | 36/50 [03:18<00:00, 27.55it/s] 
ITERATION - loss: 6.17:  80%|########  | 40/50 [03:18<00:00, 29.40it/s]
ITERATION - loss: 22.30:  88%|########8 | 44/50 [03:18<00:00, 30.73it/s]
ITERATION - loss: 5.05:  96%|#########6| 48/50 [03:18<00:00, 31.38it/s] 
ITERATION - loss: 14.67: 100%|##########| 50/50 [03:18<00:00, 31.38it/s]
                                                                        

Training Results - Epoch: 69 Metrics: mse: 39.314, mae: 5.548, top1: 0.988, frac_mc: 0.913, loss: 12.334

ITERATION - loss: 14.67:   0%|          | 0/50 [03:19<00:01, 31.38it/s]
                                                                       

Validation Results - Epoch: 69 Metrics: mse: 44.430, mae: 5.756, top1: 0.970, frac_mc: 0.926, loss: 15.951

ITERATION - loss: 14.67:   0%|          | 0/50 [03:19<00:01, 31.38it/s]
ITERATION - loss: 7.57:   8%|8         | 4/50 [03:20<00:06,  7.17it/s] 
ITERATION - loss: 23.86:  16%|#6        | 8/50 [03:20<00:04,  9.40it/s]
ITERATION - loss: 12.95:  24%|##4       | 12/50 [03:20<00:03, 11.94it/s]
ITERATION - loss: 10.39:  32%|###2      | 16/50 [03:20<00:02, 14.83it/s]
ITERATION - loss: 10.87:  40%|####      | 20/50 [03:20<00:01, 17.76it/s]
ITERATION - loss: 7.55:  48%|####8     | 24/50 [03:20<00:01, 20.65it/s] 
ITERATION - loss: 20.29:  56%|#####6    | 28/50 [03:20<00:00, 23.42it/s]
ITERATION - loss: 2.38:  64%|######4   | 32/50 [03:20<00:00, 25.65it/s] 
ITERATION - loss: 19.45:  72%|#######2  | 36/50 [03:21<00:00, 24.57it/s]
ITERATION - loss: 10.24:  80%|########  | 40/50 [03:21<00:00, 26.66it/s]
ITERATION - loss: 2.89:  88%|########8 | 44/50 [03:21<00:00, 28.66it/s] 
ITERATION - loss: 9.80:  96%|#########6| 48/50 [03:21<00:00, 29.90it/s]
ITERATION - loss: 14.46: 100%|##########| 50/50 [03:21<00:00, 29.90it/s]
                                                                        

Training Results - Epoch: 70 Metrics: mse: 38.123, mae: 5.460, top1: 0.985, frac_mc: 0.913, loss: 12.303

ITERATION - loss: 14.46:   0%|          | 0/50 [03:22<00:01, 29.90it/s]
                                                                       

Validation Results - Epoch: 70 Metrics: mse: 43.250, mae: 5.671, top1: 0.970, frac_mc: 0.925, loss: 15.236

ITERATION - loss: 14.46:   0%|          | 0/50 [03:22<00:01, 29.90it/s]
ITERATION - loss: 6.66:   8%|8         | 4/50 [03:23<00:06,  7.14it/s] 
ITERATION - loss: 9.01:  16%|#6        | 8/50 [03:23<00:04,  9.31it/s]
ITERATION - loss: 6.40:  24%|##4       | 12/50 [03:23<00:03, 11.87it/s]
ITERATION - loss: 24.76:  32%|###2      | 16/50 [03:23<00:02, 14.78it/s]
ITERATION - loss: 11.01:  40%|####      | 20/50 [03:23<00:01, 17.68it/s]
ITERATION - loss: 15.27:  48%|####8     | 24/50 [03:23<00:01, 20.65it/s]
ITERATION - loss: 11.53:  56%|#####6    | 28/50 [03:23<00:00, 23.24it/s]
ITERATION - loss: 2.98:  64%|######4   | 32/50 [03:23<00:00, 25.71it/s] 
ITERATION - loss: 13.49:  72%|#######2  | 36/50 [03:23<00:00, 27.68it/s]
ITERATION - loss: 1.05:  80%|########  | 40/50 [03:24<00:00, 29.30it/s] 
ITERATION - loss: 6.06:  88%|########8 | 44/50 [03:24<00:00, 30.28it/s]
ITERATION - loss: 20.28:  96%|#########6| 48/50 [03:24<00:00, 31.31it/s]
ITERATION - loss: 6.86: 100%|##########| 50/50 [03:24<00:00, 31.31it/s] 
                                                                       

Training Results - Epoch: 71 Metrics: mse: 35.561, mae: 5.288, top1: 0.985, frac_mc: 0.912, loss: 12.331

ITERATION - loss: 6.86:   0%|          | 0/50 [03:25<00:01, 31.31it/s]
                                                                      

Validation Results - Epoch: 71 Metrics: mse: 40.409, mae: 5.497, top1: 0.980, frac_mc: 0.924, loss: 14.023

ITERATION - loss: 6.86:   0%|          | 0/50 [03:25<00:01, 31.31it/s]
ITERATION - loss: 23.73:   8%|8         | 4/50 [03:25<00:06,  7.19it/s]
ITERATION - loss: 6.05:  16%|#6        | 8/50 [03:25<00:04,  9.43it/s] 
ITERATION - loss: 14.59:  24%|##4       | 12/50 [03:26<00:03, 12.06it/s]
ITERATION - loss: 15.37:  32%|###2      | 16/50 [03:26<00:02, 14.90it/s]
ITERATION - loss: 9.59:  40%|####      | 20/50 [03:26<00:01, 17.83it/s] 
ITERATION - loss: 3.68:  48%|####8     | 24/50 [03:26<00:01, 20.80it/s]
ITERATION - loss: 8.17:  56%|#####6    | 28/50 [03:26<00:00, 23.61it/s]
ITERATION - loss: 3.79:  64%|######4   | 32/50 [03:26<00:00, 25.87it/s]
ITERATION - loss: 9.90:  72%|#######2  | 36/50 [03:26<00:00, 27.69it/s]
ITERATION - loss: 6.58:  80%|########  | 40/50 [03:26<00:00, 29.16it/s]
ITERATION - loss: 13.23:  88%|########8 | 44/50 [03:27<00:00, 30.10it/s]
ITERATION - loss: 21.09:  96%|#########6| 48/50 [03:27<00:00, 31.28it/s]
ITERATION - loss: 9.33: 100%|##########| 50/50 [03:27<00:00, 31.28it/s] 
                                                                       

Training Results - Epoch: 72 Metrics: mse: 37.439, mae: 5.418, top1: 0.990, frac_mc: 0.913, loss: 12.259

ITERATION - loss: 9.33:   0%|          | 0/50 [03:28<00:01, 31.28it/s]
                                                                      

Validation Results - Epoch: 72 Metrics: mse: 42.537, mae: 5.631, top1: 0.970, frac_mc: 0.926, loss: 15.169

ITERATION - loss: 9.33:   0%|          | 0/50 [03:28<00:01, 31.28it/s]
                                                                      
mse: 42.537
mae: 5.631
top1: 0.970
frac_mc: 0.926
loss: 15.169
