Epoch 1/100 ---------- lr: 0.005 train loss: 35.8383 val loss: 8.3123 Epoch 2/100 ---------- lr: 0.005 train loss: 8.0588 val loss: 4.6311 Epoch 3/100 ---------- lr: 0.005 train loss: 5.6604 val loss: 3.9711 Epoch 4/100 ---------- lr: 0.005 train loss: 4.6753 val loss: 3.4911 Epoch 5/100 ---------- lr: 0.005 train loss: 4.3058 val loss: 3.0884 Epoch 6/100 ---------- lr: 0.005 train loss: 3.8909 val loss: 2.5257 Epoch 7/100 ---------- lr: 0.005 train loss: 3.6317 val loss: 2.3447 Epoch 8/100 ---------- lr: 0.005 train loss: 3.5845 val loss: 1.9118 Epoch 9/100 ---------- lr: 0.005 train loss: 3.0428 val loss: 1.7597 Epoch 10/100 ---------- lr: 0.005 train loss: 3.1414 val loss: 2.4455 Epoch 11/100 ---------- lr: 0.005 train loss: 3.0663 val loss: 1.8735 Epoch 12/100 ---------- lr: 0.005 train loss: 2.6647 val loss: 1.5473 Epoch 13/100 ---------- lr: 0.005 train loss: 2.5586 val loss: 1.5972 Epoch 14/100 ---------- lr: 0.005 train loss: 2.4009 val loss: 1.3866 Epoch 15/100 ---------- lr: 0.005 train loss: 2.2859 val loss: 1.3171 Epoch 16/100 ---------- lr: 0.005 train loss: 2.2479 val loss: 1.1315 Epoch 17/100 ---------- lr: 0.005 train loss: 2.1865 val loss: 1.4804 Epoch 18/100 ---------- lr: 0.005 train loss: 2.5778 val loss: 1.2577 Epoch 19/100 ---------- lr: 0.005 train loss: 2.1662 val loss: 1.1483 Epoch 20/100 ---------- lr: 0.005 train loss: 1.9832 val loss: 1.1703 Epoch 21/100 ---------- lr: 0.005 train loss: 2.0526 val loss: 1.0032 Epoch 22/100 ---------- lr: 0.005 train loss: 1.8045 val loss: 0.9059 Epoch 23/100 ---------- lr: 0.005 train loss: 1.8060 val loss: 0.7755 Epoch 24/100 ---------- lr: 0.005 train loss: 1.7246 val loss: 0.8936 Epoch 25/100 ---------- lr: 0.005 train loss: 2.3380 val loss: 1.5876 Epoch 26/100 ---------- lr: 0.005 train loss: 1.9351 val loss: 0.8216 Epoch 27/100 ---------- lr: 0.005 train loss: 1.7022 val loss: 0.7461 Epoch 28/100 ---------- lr: 0.005 train loss: 1.5752 val loss: 0.6363 Epoch 29/100 ---------- lr: 0.005 train loss: 1.5400 val loss: 0.7198 Epoch 30/100 ---------- lr: 0.005 train loss: 1.5381 val loss: 0.5899 Epoch 31/100 ---------- lr: 0.005 train loss: 1.5134 val loss: 0.6076 Epoch 32/100 ---------- lr: 0.005 train loss: 1.6622 val loss: 1.1098 Epoch 33/100 ---------- lr: 0.005 train loss: 1.8279 val loss: 0.8753 Epoch 34/100 ---------- lr: 0.005 train loss: 1.8542 val loss: 0.5997 Epoch 35/100 ---------- lr: 0.005 train loss: 1.4645 val loss: 0.5714 Epoch 36/100 ---------- lr: 0.005 train loss: 1.4071 val loss: 0.7452 Epoch 37/100 ---------- lr: 0.005 train loss: 1.5828 val loss: 0.9759 Epoch 38/100 ---------- lr: 0.005 train loss: 1.8188 val loss: 0.6672 Epoch 39/100 ---------- lr: 0.005 train loss: 1.4111 val loss: 0.5368 Epoch 40/100 ---------- lr: 0.005 train loss: 1.3568 val loss: 0.6566 Epoch 41/100 ---------- lr: 0.005 train loss: 1.3865 val loss: 0.6079 Epoch 42/100 ---------- lr: 0.005 train loss: 1.6407 val loss: 1.1703 Epoch 43/100 ---------- lr: 0.005 train loss: 1.6071 val loss: 0.5521 Epoch 44/100 ---------- lr: 0.005 train loss: 1.4011 val loss: 0.7845 Epoch 45/100 ---------- lr: 0.005 train loss: 1.4111 val loss: 0.5100 Epoch 46/100 ---------- lr: 0.005 train loss: 1.3306 val loss: 0.4644 Epoch 47/100 ---------- lr: 0.005 train loss: 1.3098 val loss: 0.4684 Epoch 48/100 ---------- lr: 0.005 train loss: 1.3580 val loss: 0.6230 Epoch 49/100 ---------- lr: 0.005 train loss: 1.6099 val loss: 1.2851 Epoch 50/100 ---------- lr: 0.005 train loss: 1.9342 val loss: 1.9943 Epoch 51/100 ---------- lr: 0.005 train loss: 2.9913 val loss: 1.5843 Epoch 52/100 ---------- lr: 0.005 train loss: 2.3075 val loss: 1.7319 Epoch 53/100 ---------- lr: 0.005 train loss: 2.2547 val loss: 1.2946 Epoch 54/100 ---------- lr: 0.005 train loss: 2.4302 val loss: 1.6530 Epoch 55/100 ---------- lr: 0.005 train loss: 2.4475 val loss: 1.7337 Epoch 56/100 ---------- lr: 0.005 train loss: 2.3245 val loss: 1.3495 Epoch 57/100 ---------- lr: 0.005 train loss: 2.0325 val loss: 1.0773 Epoch 58/100 ---------- lr: 0.005 train loss: 2.6686 val loss: 2.5302 Epoch 59/100 ---------- lr: 0.005 train loss: 5.9971 val loss: 5.2739 Epoch 60/100 ---------- lr: 0.005 train loss: 5.2426 val loss: 4.1324 Epoch 61/100 ---------- lr: 0.005 train loss: 4.9146 val loss: 3.6590 Epoch 62/100 ---------- lr: 0.005 train loss: 5.0040 val loss: 3.9027 Epoch 63/100 ---------- lr: 0.005 train loss: 4.8963 val loss: 4.0279 Epoch 64/100 ---------- lr: 0.005 train loss: 4.7483 val loss: 4.0501 Epoch 65/100 ---------- lr: 0.005 train loss: 4.4930 val loss: 3.7938 Epoch 66/100 ---------- lr: 0.005 train loss: 4.4049 val loss: 3.3299 Epoch 67/100 ---------- lr: 0.005 train loss: 4.1992 val loss: 3.3109 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.7191 val loss: 2.6612 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.5414 val loss: 2.7022 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.5113 val loss: 2.6203 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.4193 val loss: 2.5029 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.4790 val loss: 2.6180 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.4756 val loss: 2.5342 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.3842 val loss: 2.4370 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.2011 val loss: 2.2034 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.1669 val loss: 2.4965 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.5473 val loss: 2.7995 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.9821 val loss: 2.9894 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.7452 val loss: 2.9572 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.3946 val loss: 2.5131 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.2977 val loss: 2.3993 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.2908 val loss: 2.4002 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.2215 val loss: 2.3725 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.1506 val loss: 2.4180 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.2226 val loss: 2.3574 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.1629 val loss: 2.3869 Epoch 87/100 ---------- lr: 0.0025 train loss: 3.2979 val loss: 2.3810 Epoch 88/100 ---------- lr: 0.0025 train loss: 3.4445 val loss: 2.5239 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.1552 val loss: 2.3164 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.1227 val loss: 2.1847 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.9951 val loss: 2.0628 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.8901 val loss: 2.0075 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.8701 val loss: 2.0268 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.8592 val loss: 1.9592 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.8047 val loss: 1.9365 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.7553 val loss: 1.8926 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.7236 val loss: 1.9403 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.7730 val loss: 1.9025 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.7947 val loss: 2.0838 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.7940 val loss: 2.0550 Training complete in 33m 9s Best val loss: 0.4644 at epoch 46 Val MSE at best epoch: 0.1704