Epoch 1/100 ---------- lr: 0.001 train loss: 12.0201 val loss: 4.2526 Epoch 2/100 ---------- lr: 0.001 train loss: 4.2985 val loss: 3.3911 Epoch 3/100 ---------- lr: 0.001 train loss: 3.6073 val loss: 2.8318 Epoch 4/100 ---------- lr: 0.001 train loss: 3.1973 val loss: 2.6102 Epoch 5/100 ---------- lr: 0.001 train loss: 2.9879 val loss: 2.2859 Epoch 6/100 ---------- lr: 0.001 train loss: 2.6976 val loss: 2.2199 Epoch 7/100 ---------- lr: 0.001 train loss: 2.4734 val loss: 1.9176 Epoch 8/100 ---------- lr: 0.001 train loss: 2.3257 val loss: 1.7477 Epoch 9/100 ---------- lr: 0.001 train loss: 2.1770 val loss: 1.5777 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0491 val loss: 1.4181 Epoch 11/100 ---------- lr: 0.001 train loss: 2.0801 val loss: 1.3532 Epoch 12/100 ---------- lr: 0.001 train loss: 1.7716 val loss: 1.2251 Epoch 13/100 ---------- lr: 0.001 train loss: 1.6941 val loss: 1.1968 Epoch 14/100 ---------- lr: 0.001 train loss: 1.6234 val loss: 1.0488 Epoch 15/100 ---------- lr: 0.001 train loss: 1.5048 val loss: 0.9727 Epoch 16/100 ---------- lr: 0.001 train loss: 1.4711 val loss: 1.0508 Epoch 17/100 ---------- lr: 0.001 train loss: 1.5347 val loss: 1.3624 Epoch 18/100 ---------- lr: 0.001 train loss: 1.5457 val loss: 0.8585 Epoch 19/100 ---------- lr: 0.001 train loss: 1.5019 val loss: 0.8287 Epoch 20/100 ---------- lr: 0.001 train loss: 1.2872 val loss: 0.7319 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2231 val loss: 0.7162 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1809 val loss: 0.6849 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1765 val loss: 0.7747 Epoch 24/100 ---------- lr: 0.001 train loss: 1.1646 val loss: 0.6920 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1141 val loss: 0.5929 Epoch 26/100 ---------- lr: 0.001 train loss: 1.1286 val loss: 0.6632 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1078 val loss: 0.7200 Epoch 28/100 ---------- lr: 0.001 train loss: 1.1330 val loss: 0.6292 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0733 val loss: 0.6806 Epoch 30/100 ---------- lr: 0.001 train loss: 1.0545 val loss: 0.5502 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9905 val loss: 0.4867 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9617 val loss: 0.5447 Epoch 33/100 ---------- lr: 0.001 train loss: 0.9609 val loss: 0.4999 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9726 val loss: 0.5198 Epoch 35/100 ---------- lr: 0.001 train loss: 1.0474 val loss: 0.6179 Epoch 36/100 ---------- lr: 0.001 train loss: 0.9461 val loss: 0.5150 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9117 val loss: 0.4547 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8958 val loss: 0.6960 Epoch 39/100 ---------- lr: 0.001 train loss: 1.0113 val loss: 0.4645 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9889 val loss: 0.4660 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8738 val loss: 0.4849 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8470 val loss: 0.4043 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8601 val loss: 0.4307 Epoch 44/100 ---------- lr: 0.001 train loss: 0.9380 val loss: 0.5613 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8842 val loss: 0.4169 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8374 val loss: 0.5106 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8553 val loss: 0.4130 Epoch 48/100 ---------- lr: 0.001 train loss: 0.8025 val loss: 0.3399 Epoch 49/100 ---------- lr: 0.001 train loss: 0.7937 val loss: 0.3938 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8630 val loss: 0.3642 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7985 val loss: 0.3531 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8051 val loss: 0.5063 Epoch 53/100 ---------- lr: 0.001 train loss: 0.9079 val loss: 0.4761 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8038 val loss: 0.3605 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7710 val loss: 0.3993 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7732 val loss: 0.3509 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7853 val loss: 0.3516 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7544 val loss: 0.3376 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7568 val loss: 0.3358 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7503 val loss: 0.3254 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7685 val loss: 0.3469 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7904 val loss: 0.5027 Epoch 63/100 ---------- lr: 0.001 train loss: 0.8231 val loss: 0.3541 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7774 val loss: 0.3161 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7252 val loss: 0.2892 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7135 val loss: 0.3049 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7544 val loss: 0.4299 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7434 val loss: 0.2958 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7165 val loss: 0.2889 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6994 val loss: 0.2902 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7118 val loss: 0.2911 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7102 val loss: 0.3315 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7142 val loss: 0.3582 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7401 val loss: 0.3191 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7056 val loss: 0.3537 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6955 val loss: 0.2752 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6909 val loss: 0.3125 Epoch 78/100 ---------- lr: 0.001 train loss: 0.6931 val loss: 0.2999 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6991 val loss: 0.2919 Epoch 80/100 ---------- lr: 0.001 train loss: 0.7000 val loss: 0.2814 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6868 val loss: 0.3344 Epoch 82/100 ---------- lr: 0.001 train loss: 0.8369 val loss: 0.5860 Epoch 83/100 ---------- lr: 0.001 train loss: 0.8374 val loss: 0.3526 Epoch 84/100 ---------- lr: 0.001 train loss: 0.7094 val loss: 0.2992 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6812 val loss: 0.2668 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6737 val loss: 0.2767 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6697 val loss: 0.2626 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6660 val loss: 0.2621 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6722 val loss: 0.2592 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6709 val loss: 0.2942 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6832 val loss: 0.3113 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6833 val loss: 0.2737 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6718 val loss: 0.2715 Epoch 94/100 ---------- lr: 0.001 train loss: 0.7149 val loss: 0.3372 Epoch 95/100 ---------- lr: 0.001 train loss: 0.7010 val loss: 0.2560 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6644 val loss: 0.2679 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6573 val loss: 0.2580 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6498 val loss: 0.2387 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6864 val loss: 0.2406 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6734 val loss: 0.2655 Training complete in 8m 13s Best val loss: 0.2387 at epoch 98 Val MSE at best epoch: 0.1012