Epoch 1/100 ---------- lr: 0.01 train loss: 10.3426 val loss: 4.8573 Epoch 2/100 ---------- lr: 0.01 train loss: 4.4280 val loss: 3.3678 Epoch 3/100 ---------- lr: 0.01 train loss: 3.9417 val loss: 3.1811 Epoch 4/100 ---------- lr: 0.01 train loss: 3.5263 val loss: 2.6505 Epoch 5/100 ---------- lr: 0.01 train loss: 2.9642 val loss: 2.2132 Epoch 6/100 ---------- lr: 0.01 train loss: 2.5186 val loss: 1.8624 Epoch 7/100 ---------- lr: 0.01 train loss: 2.3737 val loss: 2.0023 Epoch 8/100 ---------- lr: 0.01 train loss: 2.0925 val loss: 1.9423 Epoch 9/100 ---------- lr: 0.01 train loss: 2.0094 val loss: 1.2361 Epoch 10/100 ---------- lr: 0.01 train loss: 1.9742 val loss: 1.7596 Epoch 11/100 ---------- lr: 0.01 train loss: 2.0692 val loss: 1.6206 Epoch 12/100 ---------- lr: 0.01 train loss: 1.7703 val loss: 1.4682 Epoch 13/100 ---------- lr: 0.01 train loss: 1.6363 val loss: 1.2411 Epoch 14/100 ---------- lr: 0.01 train loss: 1.5310 val loss: 0.9712 Epoch 15/100 ---------- lr: 0.01 train loss: 1.3968 val loss: 1.1409 Epoch 16/100 ---------- lr: 0.01 train loss: 1.4472 val loss: 0.8304 Epoch 17/100 ---------- lr: 0.01 train loss: 2.3454 val loss: 2.1871 Epoch 18/100 ---------- lr: 0.01 train loss: 1.8201 val loss: 1.1730 Epoch 19/100 ---------- lr: 0.01 train loss: 1.4739 val loss: 0.8503 Epoch 20/100 ---------- lr: 0.01 train loss: 1.2222 val loss: 0.8911 Epoch 21/100 ---------- lr: 0.01 train loss: 1.1912 val loss: 1.2281 Epoch 22/100 ---------- lr: 0.01 train loss: 1.1640 val loss: 0.7187 Epoch 23/100 ---------- lr: 0.01 train loss: 1.2463 val loss: 0.7159 Epoch 24/100 ---------- lr: 0.01 train loss: 1.3527 val loss: 1.5780 Epoch 25/100 ---------- lr: 0.01 train loss: 1.4892 val loss: 0.9063 Epoch 26/100 ---------- lr: 0.01 train loss: 1.1878 val loss: 0.7557 Epoch 27/100 ---------- lr: 0.01 train loss: 1.1761 val loss: 1.1663 Epoch 28/100 ---------- lr: 0.01 train loss: 1.2418 val loss: 0.9128 Epoch 29/100 ---------- lr: 0.01 train loss: 1.0127 val loss: 0.5305 Epoch 30/100 ---------- lr: 0.01 train loss: 0.9917 val loss: 0.7501 Epoch 31/100 ---------- lr: 0.01 train loss: 1.0516 val loss: 0.7493 Epoch 32/100 ---------- lr: 0.01 train loss: 1.0595 val loss: 0.9957 Epoch 33/100 ---------- lr: 0.01 train loss: 7.5164 val loss: 7.6021 Epoch 34/100 ---------- lr: 0.01 train loss: 7.2905 val loss: 6.4145 Epoch 35/100 ---------- lr: 0.01 train loss: 7.1822 val loss: 6.0374 Epoch 36/100 ---------- lr: 0.01 train loss: 6.2815 val loss: 5.7796 Epoch 37/100 ---------- lr: 0.01 train loss: 5.8263 val loss: 5.3900 Epoch 38/100 ---------- lr: 0.01 train loss: 5.5269 val loss: 5.7217 Epoch 39/100 ---------- lr: 0.01 train loss: 8.7559 val loss: 8.2210 Epoch 40/100 ---------- lr: 0.01 train loss: 10.6242 val loss: 12.2184 Epoch 41/100 ---------- lr: 0.01 train loss: 12.0803 val loss: 11.3314 Epoch 42/100 ---------- lr: 0.01 train loss: 12.6292 val loss: 9.8749 Epoch 43/100 ---------- lr: 0.01 train loss: 10.8538 val loss: 11.5539 Epoch 44/100 ---------- lr: 0.01 train loss: 11.2737 val loss: 9.4332 Epoch 45/100 ---------- lr: 0.01 train loss: 10.4413 val loss: 9.3631 Epoch 46/100 ---------- lr: 0.01 train loss: 10.5324 val loss: 10.9639 Epoch 47/100 ---------- lr: 0.01 train loss: 15.7498 val loss: 13.1749 Epoch 48/100 ---------- lr: 0.01 train loss: 14.2162 val loss: 12.9940 Epoch 49/100 ---------- lr: 0.01 train loss: 12.6226 val loss: 11.3065 Epoch 50/100 ---------- lr: 0.01 train loss: 11.8510 val loss: 10.6976 Epoch 51/100 ---------- lr: 0.005 train loss: 11.1804 val loss: 9.6840 Epoch 52/100 ---------- lr: 0.005 train loss: 10.9939 val loss: 9.4858 Epoch 53/100 ---------- lr: 0.005 train loss: 11.5998 val loss: 11.0675 Epoch 54/100 ---------- lr: 0.005 train loss: 13.4775 val loss: 11.2876 Epoch 55/100 ---------- lr: 0.005 train loss: 12.7331 val loss: 10.9602 Epoch 56/100 ---------- lr: 0.005 train loss: 11.6767 val loss: 10.7107 Epoch 57/100 ---------- lr: 0.005 train loss: 11.1720 val loss: 10.2978 Epoch 58/100 ---------- lr: 0.005 train loss: 10.7022 val loss: 9.6723 Epoch 59/100 ---------- lr: 0.005 train loss: 10.4285 val loss: 9.3681 Epoch 60/100 ---------- lr: 0.005 train loss: 10.3905 val loss: 9.7350 Epoch 61/100 ---------- lr: 0.005 train loss: 10.1631 val loss: 8.9409 Epoch 62/100 ---------- lr: 0.005 train loss: 10.1739 val loss: 9.1087 Epoch 63/100 ---------- lr: 0.005 train loss: 10.2817 val loss: 9.2542 Epoch 64/100 ---------- lr: 0.005 train loss: 10.0853 val loss: 9.1095 Epoch 65/100 ---------- lr: 0.005 train loss: 10.0259 val loss: 9.4213 Epoch 66/100 ---------- lr: 0.005 train loss: 9.8793 val loss: 8.7873 Epoch 67/100 ---------- lr: 0.005 train loss: 9.5015 val loss: 8.3750 Epoch 68/100 ---------- lr: 0.005 train loss: 9.3790 val loss: 8.3125 Epoch 69/100 ---------- lr: 0.005 train loss: 9.3202 val loss: 8.4427 Epoch 70/100 ---------- lr: 0.005 train loss: 9.1985 val loss: 8.7374 Epoch 71/100 ---------- lr: 0.005 train loss: 9.1338 val loss: 8.3487 Epoch 72/100 ---------- lr: 0.0025 train loss: 8.7571 val loss: 8.0386 Epoch 73/100 ---------- lr: 0.0025 train loss: 8.7818 val loss: 7.9794 Epoch 74/100 ---------- lr: 0.0025 train loss: 8.7680 val loss: 8.1472 Epoch 75/100 ---------- lr: 0.0025 train loss: 8.7967 val loss: 8.0178 Epoch 76/100 ---------- lr: 0.0025 train loss: 8.7086 val loss: 7.8285 Epoch 77/100 ---------- lr: 0.0025 train loss: 8.5560 val loss: 7.9920 Epoch 78/100 ---------- lr: 0.0025 train loss: 8.6645 val loss: 8.0909 Epoch 79/100 ---------- lr: 0.0025 train loss: 8.7908 val loss: 8.1707 Epoch 80/100 ---------- lr: 0.0025 train loss: 8.7551 val loss: 7.9615 Epoch 81/100 ---------- lr: 0.0025 train loss: 8.7840 val loss: 8.4317 Epoch 82/100 ---------- lr: 0.0025 train loss: 8.9379 val loss: 8.5865 Epoch 83/100 ---------- lr: 0.0025 train loss: 9.0612 val loss: 8.4455 Epoch 84/100 ---------- lr: 0.0025 train loss: 8.9801 val loss: 8.1990 Epoch 85/100 ---------- lr: 0.0025 train loss: 8.8714 val loss: 8.2196 Epoch 86/100 ---------- lr: 0.0025 train loss: 8.9138 val loss: 8.0751 Epoch 87/100 ---------- lr: 0.0025 train loss: 8.9021 val loss: 8.2259 Epoch 88/100 ---------- lr: 0.0025 train loss: 8.8245 val loss: 8.3330 Epoch 89/100 ---------- lr: 0.0025 train loss: 8.8821 val loss: 8.5621 Epoch 90/100 ---------- lr: 0.0025 train loss: 8.9832 val loss: 8.2968 Epoch 91/100 ---------- lr: 0.0025 train loss: 8.7671 val loss: 8.2646 Epoch 92/100 ---------- lr: 0.0025 train loss: 8.8841 val loss: 8.1222 Epoch 93/100 ---------- lr: 0.00125 train loss: 8.7230 val loss: 8.1390 Epoch 94/100 ---------- lr: 0.00125 train loss: 8.6721 val loss: 8.0191 Epoch 95/100 ---------- lr: 0.00125 train loss: 8.7854 val loss: 8.0073 Epoch 96/100 ---------- lr: 0.00125 train loss: 8.6462 val loss: 8.0068 Epoch 97/100 ---------- lr: 0.00125 train loss: 8.7305 val loss: 8.2250 Epoch 98/100 ---------- lr: 0.00125 train loss: 8.6411 val loss: 8.0335 Epoch 99/100 ---------- lr: 0.00125 train loss: 8.6945 val loss: 8.0552 Epoch 100/100 ---------- lr: 0.00125 train loss: 8.6020 val loss: 8.0726 Training complete in 10m 11s Best val loss: 0.5305 at epoch 29 Val MSE at best epoch: 0.1946