Epoch 1/100 ---------- lr: 0.001 train loss: 16.8024 val loss: 4.3135 Epoch 2/100 ---------- lr: 0.001 train loss: 4.6203 val loss: 3.4561 Epoch 3/100 ---------- lr: 0.001 train loss: 3.7813 val loss: 2.7037 Epoch 4/100 ---------- lr: 0.001 train loss: 3.2206 val loss: 2.5988 Epoch 5/100 ---------- lr: 0.001 train loss: 2.8734 val loss: 2.3413 Epoch 6/100 ---------- lr: 0.001 train loss: 2.6302 val loss: 1.9634 Epoch 7/100 ---------- lr: 0.001 train loss: 2.3976 val loss: 1.5342 Epoch 8/100 ---------- lr: 0.001 train loss: 2.2932 val loss: 1.4745 Epoch 9/100 ---------- lr: 0.001 train loss: 2.0854 val loss: 1.3080 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0184 val loss: 1.2004 Epoch 11/100 ---------- lr: 0.001 train loss: 1.9030 val loss: 1.2561 Epoch 12/100 ---------- lr: 0.001 train loss: 1.7261 val loss: 1.2437 Epoch 13/100 ---------- lr: 0.001 train loss: 1.6974 val loss: 1.0259 Epoch 14/100 ---------- lr: 0.001 train loss: 1.6587 val loss: 1.2827 Epoch 15/100 ---------- lr: 0.001 train loss: 1.6194 val loss: 1.1463 Epoch 16/100 ---------- lr: 0.001 train loss: 1.6429 val loss: 0.8113 Epoch 17/100 ---------- lr: 0.001 train loss: 1.2919 val loss: 0.7697 Epoch 18/100 ---------- lr: 0.001 train loss: 1.3126 val loss: 1.0659 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3735 val loss: 0.7063 Epoch 20/100 ---------- lr: 0.001 train loss: 1.2112 val loss: 1.2979 Epoch 21/100 ---------- lr: 0.001 train loss: 1.3835 val loss: 0.7639 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1470 val loss: 0.5902 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1112 val loss: 0.5380 Epoch 24/100 ---------- lr: 0.001 train loss: 1.1247 val loss: 0.5027 Epoch 25/100 ---------- lr: 0.001 train loss: 1.0349 val loss: 0.5811 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0567 val loss: 0.5143 Epoch 27/100 ---------- lr: 0.001 train loss: 1.0371 val loss: 0.4622 Epoch 28/100 ---------- lr: 0.001 train loss: 1.1910 val loss: 0.8493 Epoch 29/100 ---------- lr: 0.001 train loss: 1.2215 val loss: 0.8755 Epoch 30/100 ---------- lr: 0.001 train loss: 1.0594 val loss: 0.4363 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9133 val loss: 0.3883 Epoch 32/100 ---------- lr: 0.001 train loss: 0.8897 val loss: 0.4068 Epoch 33/100 ---------- lr: 0.001 train loss: 1.5467 val loss: 0.6284 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9851 val loss: 0.4462 Epoch 35/100 ---------- lr: 0.001 train loss: 0.8906 val loss: 0.3641 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8521 val loss: 0.3551 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8485 val loss: 0.3472 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8316 val loss: 0.3260 Epoch 39/100 ---------- lr: 0.001 train loss: 0.8299 val loss: 0.3632 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9195 val loss: 0.4349 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8666 val loss: 0.3161 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8952 val loss: 0.5377 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8649 val loss: 0.3433 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8036 val loss: 0.3619 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8073 val loss: 0.3018 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8669 val loss: 0.3891 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8111 val loss: 0.2841 Epoch 48/100 ---------- lr: 0.001 train loss: 0.8230 val loss: 0.7836 Epoch 49/100 ---------- lr: 0.001 train loss: 1.7958 val loss: 0.8077 Epoch 50/100 ---------- lr: 0.001 train loss: 1.0517 val loss: 0.4302 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8788 val loss: 0.3454 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8207 val loss: 0.2998 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7916 val loss: 0.3008 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7683 val loss: 0.2707 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7572 val loss: 0.2692 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7469 val loss: 0.2626 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7363 val loss: 0.2618 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7359 val loss: 0.2656 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7399 val loss: 0.2747 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7340 val loss: 0.2466 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7292 val loss: 0.2494 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7204 val loss: 0.2457 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7431 val loss: 0.4145 Epoch 64/100 ---------- lr: 0.001 train loss: 0.8504 val loss: 0.3393 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7603 val loss: 0.2307 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7079 val loss: 0.2335 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7154 val loss: 0.2837 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7371 val loss: 0.2444 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7067 val loss: 0.2528 Epoch 70/100 ---------- lr: 0.001 train loss: 0.7898 val loss: 0.2746 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7443 val loss: 0.2322 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7167 val loss: 0.2480 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6953 val loss: 0.2416 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6808 val loss: 0.2111 Epoch 75/100 ---------- lr: 0.001 train loss: 0.9344 val loss: 0.4045 Epoch 76/100 ---------- lr: 0.001 train loss: 0.7811 val loss: 0.2493 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7959 val loss: 0.3690 Epoch 78/100 ---------- lr: 0.001 train loss: 0.7380 val loss: 0.2226 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6826 val loss: 0.2173 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6787 val loss: 0.1909 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6639 val loss: 0.2093 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6756 val loss: 0.2116 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6767 val loss: 0.1967 Epoch 84/100 ---------- lr: 0.001 train loss: 0.9265 val loss: 0.3052 Epoch 85/100 ---------- lr: 0.001 train loss: 0.7008 val loss: 0.2104 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6756 val loss: 0.1971 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6557 val loss: 0.1876 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6576 val loss: 0.1868 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6538 val loss: 0.2020 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6874 val loss: 0.2771 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6752 val loss: 0.1890 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6931 val loss: 0.2492 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6559 val loss: 0.1835 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6606 val loss: 0.1829 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6678 val loss: 0.3601 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6822 val loss: 0.1917 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6459 val loss: 0.1943 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6489 val loss: 0.1857 Epoch 99/100 ---------- lr: 0.001 train loss: 0.7280 val loss: 0.5150 Epoch 100/100 ---------- lr: 0.001 train loss: 0.9547 val loss: 0.2379 Training complete in 32m 44s Best val loss: 0.1829 at epoch 94 Val MSE at best epoch: 0.0755