Epoch 1/100 ---------- lr: 0.005 train loss: 13.1323 val loss: 3.6110 Epoch 2/100 ---------- lr: 0.005 train loss: 4.6090 val loss: 2.9603 Epoch 3/100 ---------- lr: 0.005 train loss: 3.7330 val loss: 2.7018 Epoch 4/100 ---------- lr: 0.005 train loss: 3.8308 val loss: 2.4727 Epoch 5/100 ---------- lr: 0.005 train loss: 2.9858 val loss: 1.8040 Epoch 6/100 ---------- lr: 0.005 train loss: 2.6072 val loss: 2.2189 Epoch 7/100 ---------- lr: 0.005 train loss: 2.4231 val loss: 1.4797 Epoch 8/100 ---------- lr: 0.005 train loss: 2.3054 val loss: 1.7989 Epoch 9/100 ---------- lr: 0.005 train loss: 2.6345 val loss: 1.9529 Epoch 10/100 ---------- lr: 0.005 train loss: 2.3021 val loss: 1.2230 Epoch 11/100 ---------- lr: 0.005 train loss: 1.8178 val loss: 0.9743 Epoch 12/100 ---------- lr: 0.005 train loss: 1.6254 val loss: 0.9159 Epoch 13/100 ---------- lr: 0.005 train loss: 1.6891 val loss: 1.0590 Epoch 14/100 ---------- lr: 0.005 train loss: 2.2200 val loss: 1.4473 Epoch 15/100 ---------- lr: 0.005 train loss: 1.8589 val loss: 0.9161 Epoch 16/100 ---------- lr: 0.005 train loss: 1.4755 val loss: 0.7141 Epoch 17/100 ---------- lr: 0.005 train loss: 1.3020 val loss: 0.6650 Epoch 18/100 ---------- lr: 0.005 train loss: 1.4238 val loss: 0.9644 Epoch 19/100 ---------- lr: 0.005 train loss: 1.3381 val loss: 0.6044 Epoch 20/100 ---------- lr: 0.005 train loss: 1.2070 val loss: 0.6325 Epoch 21/100 ---------- lr: 0.005 train loss: 1.3516 val loss: 1.6012 Epoch 22/100 ---------- lr: 0.005 train loss: 1.6372 val loss: 0.7779 Epoch 23/100 ---------- lr: 0.005 train loss: 1.2077 val loss: 0.8306 Epoch 24/100 ---------- lr: 0.005 train loss: 1.2366 val loss: 1.1754 Epoch 25/100 ---------- lr: 0.005 train loss: 1.4523 val loss: 0.6289 Epoch 26/100 ---------- lr: 0.005 train loss: 1.1327 val loss: 0.4670 Epoch 27/100 ---------- lr: 0.005 train loss: 1.0459 val loss: 0.5139 Epoch 28/100 ---------- lr: 0.005 train loss: 1.0006 val loss: 0.4803 Epoch 29/100 ---------- lr: 0.005 train loss: 1.1357 val loss: 1.1389 Epoch 30/100 ---------- lr: 0.005 train loss: 1.1317 val loss: 0.4289 Epoch 31/100 ---------- lr: 0.005 train loss: 0.9644 val loss: 0.4218 Epoch 32/100 ---------- lr: 0.005 train loss: 0.9609 val loss: 0.6758 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2026 val loss: 0.5280 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2861 val loss: 0.8149 Epoch 35/100 ---------- lr: 0.005 train loss: 1.0664 val loss: 0.5389 Epoch 36/100 ---------- lr: 0.005 train loss: 0.9286 val loss: 0.3552 Epoch 37/100 ---------- lr: 0.005 train loss: 0.8933 val loss: 0.4175 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9275 val loss: 0.4130 Epoch 39/100 ---------- lr: 0.005 train loss: 0.9424 val loss: 0.4108 Epoch 40/100 ---------- lr: 0.005 train loss: 1.0467 val loss: 0.3717 Epoch 41/100 ---------- lr: 0.005 train loss: 0.8995 val loss: 0.6496 Epoch 42/100 ---------- lr: 0.005 train loss: 1.0747 val loss: 0.6736 Epoch 43/100 ---------- lr: 0.005 train loss: 1.0660 val loss: 0.4646 Epoch 44/100 ---------- lr: 0.005 train loss: 0.8822 val loss: 0.3207 Epoch 45/100 ---------- lr: 0.005 train loss: 0.8937 val loss: 0.3758 Epoch 46/100 ---------- lr: 0.005 train loss: 0.8426 val loss: 0.3788 Epoch 47/100 ---------- lr: 0.005 train loss: 0.9226 val loss: 0.5204 Epoch 48/100 ---------- lr: 0.005 train loss: 0.9285 val loss: 0.5045 Epoch 49/100 ---------- lr: 0.005 train loss: 0.8721 val loss: 0.3309 Epoch 50/100 ---------- lr: 0.005 train loss: 0.7916 val loss: 0.3893 Epoch 51/100 ---------- lr: 0.005 train loss: 0.8042 val loss: 0.3253 Epoch 52/100 ---------- lr: 0.005 train loss: 0.9146 val loss: 0.5466 Epoch 53/100 ---------- lr: 0.005 train loss: 0.9022 val loss: 0.3244 Epoch 54/100 ---------- lr: 0.005 train loss: 0.8696 val loss: 0.5013 Epoch 55/100 ---------- lr: 0.005 train loss: 1.1721 val loss: 0.7372 Epoch 56/100 ---------- lr: 0.005 train loss: 1.4361 val loss: 1.2340 Epoch 57/100 ---------- lr: 0.005 train loss: 1.2964 val loss: 0.6433 Epoch 58/100 ---------- lr: 0.005 train loss: 1.0774 val loss: 0.5377 Epoch 59/100 ---------- lr: 0.005 train loss: 1.0472 val loss: 0.4985 Epoch 60/100 ---------- lr: 0.005 train loss: 0.9418 val loss: 0.4475 Epoch 61/100 ---------- lr: 0.005 train loss: 1.0267 val loss: 0.5252 Epoch 62/100 ---------- lr: 0.005 train loss: 0.9680 val loss: 0.4311 Epoch 63/100 ---------- lr: 0.005 train loss: 0.8673 val loss: 0.4865 Epoch 64/100 ---------- lr: 0.005 train loss: 0.8496 val loss: 0.3276 Epoch 65/100 ---------- lr: 0.005 train loss: 0.8082 val loss: 0.3647 Epoch 66/100 ---------- lr: 0.0025 train loss: 0.7557 val loss: 0.2895 Epoch 67/100 ---------- lr: 0.0025 train loss: 0.7431 val loss: 0.2996 Epoch 68/100 ---------- lr: 0.0025 train loss: 0.7254 val loss: 0.2725 Epoch 69/100 ---------- lr: 0.0025 train loss: 0.7135 val loss: 0.2903 Epoch 70/100 ---------- lr: 0.0025 train loss: 0.7266 val loss: 0.2717 Epoch 71/100 ---------- lr: 0.0025 train loss: 0.7170 val loss: 0.2658 Epoch 72/100 ---------- lr: 0.0025 train loss: 0.7129 val loss: 0.2446 Epoch 73/100 ---------- lr: 0.0025 train loss: 0.7049 val loss: 0.2464 Epoch 74/100 ---------- lr: 0.0025 train loss: 0.7429 val loss: 0.2873 Epoch 75/100 ---------- lr: 0.0025 train loss: 0.8662 val loss: 0.3840 Epoch 76/100 ---------- lr: 0.0025 train loss: 0.8116 val loss: 0.3572 Epoch 77/100 ---------- lr: 0.0025 train loss: 0.7821 val loss: 0.3069 Epoch 78/100 ---------- lr: 0.0025 train loss: 0.7264 val loss: 0.2631 Epoch 79/100 ---------- lr: 0.0025 train loss: 0.7171 val loss: 0.2574 Epoch 80/100 ---------- lr: 0.0025 train loss: 0.7110 val loss: 0.2364 Epoch 81/100 ---------- lr: 0.0025 train loss: 0.6993 val loss: 0.2310 Epoch 82/100 ---------- lr: 0.0025 train loss: 0.7153 val loss: 0.2773 Epoch 83/100 ---------- lr: 0.0025 train loss: 0.7024 val loss: 0.2671 Epoch 84/100 ---------- lr: 0.0025 train loss: 0.6856 val loss: 0.2521 Epoch 85/100 ---------- lr: 0.0025 train loss: 0.7550 val loss: 0.3158 Epoch 86/100 ---------- lr: 0.0025 train loss: 0.7200 val loss: 0.2768 Epoch 87/100 ---------- lr: 0.0025 train loss: 0.6968 val loss: 0.2335 Epoch 88/100 ---------- lr: 0.0025 train loss: 0.6804 val loss: 0.2267 Epoch 89/100 ---------- lr: 0.0025 train loss: 0.6805 val loss: 0.2415 Epoch 90/100 ---------- lr: 0.0025 train loss: 0.6866 val loss: 0.2145 Epoch 91/100 ---------- lr: 0.0025 train loss: 0.6789 val loss: 0.2300 Epoch 92/100 ---------- lr: 0.0025 train loss: 0.6736 val loss: 0.2324 Epoch 93/100 ---------- lr: 0.0025 train loss: 0.6834 val loss: 0.3992 Epoch 94/100 ---------- lr: 0.0025 train loss: 0.7337 val loss: 0.2476 Epoch 95/100 ---------- lr: 0.0025 train loss: 0.6788 val loss: 0.2690 Epoch 96/100 ---------- lr: 0.0025 train loss: 0.6713 val loss: 0.2249 Epoch 97/100 ---------- lr: 0.0025 train loss: 0.6575 val loss: 0.2163 Epoch 98/100 ---------- lr: 0.0025 train loss: 0.6551 val loss: 0.2170 Epoch 99/100 ---------- lr: 0.0025 train loss: 0.6621 val loss: 0.2832 Epoch 100/100 ---------- lr: 0.0025 train loss: 0.6624 val loss: 0.2433 Training complete in 18m 44s Best val loss: 0.2145 at epoch 90 Val MSE at best epoch: 0.0882