Epoch 1/100 ---------- lr: 0.005 train loss: 8.7864 val loss: 3.8218 Epoch 2/100 ---------- lr: 0.005 train loss: 4.0831 val loss: 3.3793 Epoch 3/100 ---------- lr: 0.005 train loss: 3.2731 val loss: 2.8761 Epoch 4/100 ---------- lr: 0.005 train loss: 3.0993 val loss: 2.1283 Epoch 5/100 ---------- lr: 0.005 train loss: 2.5236 val loss: 2.3872 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4690 val loss: 1.5775 Epoch 7/100 ---------- lr: 0.005 train loss: 2.1945 val loss: 1.4924 Epoch 8/100 ---------- lr: 0.005 train loss: 1.7979 val loss: 1.1150 Epoch 9/100 ---------- lr: 0.005 train loss: 1.6382 val loss: 1.1140 Epoch 10/100 ---------- lr: 0.005 train loss: 1.5656 val loss: 1.1455 Epoch 11/100 ---------- lr: 0.005 train loss: 1.4219 val loss: 1.2898 Epoch 12/100 ---------- lr: 0.005 train loss: 2.0172 val loss: 1.9813 Epoch 13/100 ---------- lr: 0.005 train loss: 2.1169 val loss: 1.0472 Epoch 14/100 ---------- lr: 0.005 train loss: 1.5751 val loss: 0.8272 Epoch 15/100 ---------- lr: 0.005 train loss: 1.2352 val loss: 0.7034 Epoch 16/100 ---------- lr: 0.005 train loss: 1.3742 val loss: 0.8408 Epoch 17/100 ---------- lr: 0.005 train loss: 1.3978 val loss: 0.8398 Epoch 18/100 ---------- lr: 0.005 train loss: 1.1162 val loss: 0.5995 Epoch 19/100 ---------- lr: 0.005 train loss: 0.9830 val loss: 0.4724 Epoch 20/100 ---------- lr: 0.005 train loss: 1.1372 val loss: 0.7779 Epoch 21/100 ---------- lr: 0.005 train loss: 1.1256 val loss: 0.8478 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1645 val loss: 0.5699 Epoch 23/100 ---------- lr: 0.005 train loss: 0.9299 val loss: 0.4658 Epoch 24/100 ---------- lr: 0.005 train loss: 1.2395 val loss: 0.5865 Epoch 25/100 ---------- lr: 0.005 train loss: 0.9033 val loss: 0.5377 Epoch 26/100 ---------- lr: 0.005 train loss: 1.0106 val loss: 0.9571 Epoch 27/100 ---------- lr: 0.005 train loss: 1.2793 val loss: 1.1153 Epoch 28/100 ---------- lr: 0.005 train loss: 1.2141 val loss: 0.5962 Epoch 29/100 ---------- lr: 0.005 train loss: 0.8506 val loss: 0.3589 Epoch 30/100 ---------- lr: 0.005 train loss: 0.7537 val loss: 0.4509 Epoch 31/100 ---------- lr: 0.005 train loss: 0.7537 val loss: 0.4790 Epoch 32/100 ---------- lr: 0.005 train loss: 0.8622 val loss: 0.5238 Epoch 33/100 ---------- lr: 0.005 train loss: 0.8809 val loss: 0.4778 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8973 val loss: 0.6269 Epoch 35/100 ---------- lr: 0.005 train loss: 1.0280 val loss: 0.4111 Epoch 36/100 ---------- lr: 0.005 train loss: 0.8647 val loss: 1.0096 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2135 val loss: 0.7409 Epoch 38/100 ---------- lr: 0.005 train loss: 0.8484 val loss: 0.3702 Epoch 39/100 ---------- lr: 0.005 train loss: 0.6955 val loss: 0.3585 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8067 val loss: 0.4134 Epoch 41/100 ---------- lr: 0.005 train loss: 0.7545 val loss: 0.3986 Epoch 42/100 ---------- lr: 0.005 train loss: 1.0055 val loss: 1.0153 Epoch 43/100 ---------- lr: 0.005 train loss: 1.2181 val loss: 0.8340 Epoch 44/100 ---------- lr: 0.005 train loss: 1.0429 val loss: 0.6253 Epoch 45/100 ---------- lr: 0.005 train loss: 1.1584 val loss: 0.5804 Epoch 46/100 ---------- lr: 0.005 train loss: 0.9709 val loss: 1.3694 Epoch 47/100 ---------- lr: 0.005 train loss: 1.8039 val loss: 0.9884 Epoch 48/100 ---------- lr: 0.005 train loss: 2.6841 val loss: 3.2217 Epoch 49/100 ---------- lr: 0.005 train loss: 2.7546 val loss: 1.9670 Epoch 50/100 ---------- lr: 0.005 train loss: 2.0733 val loss: 1.4373 Epoch 51/100 ---------- lr: 0.005 train loss: 2.0313 val loss: 1.4525 Epoch 52/100 ---------- lr: 0.005 train loss: 1.8759 val loss: 1.1904 Epoch 53/100 ---------- lr: 0.005 train loss: 1.5915 val loss: 1.0002 Epoch 54/100 ---------- lr: 0.005 train loss: 1.4108 val loss: 0.8558 Epoch 55/100 ---------- lr: 0.005 train loss: 1.4294 val loss: 0.9791 Epoch 56/100 ---------- lr: 0.005 train loss: 1.4107 val loss: 1.6013 Epoch 57/100 ---------- lr: 0.005 train loss: 1.6855 val loss: 1.0939 Epoch 58/100 ---------- lr: 0.005 train loss: 1.4927 val loss: 1.0817 Epoch 59/100 ---------- lr: 0.005 train loss: 1.5084 val loss: 0.9955 Epoch 60/100 ---------- lr: 0.005 train loss: 1.4178 val loss: 1.1598 Epoch 61/100 ---------- lr: 0.0025 train loss: 1.5880 val loss: 0.9356 Epoch 62/100 ---------- lr: 0.0025 train loss: 1.3634 val loss: 0.8499 Epoch 63/100 ---------- lr: 0.0025 train loss: 1.2598 val loss: 0.8188 Epoch 64/100 ---------- lr: 0.0025 train loss: 1.2575 val loss: 0.7771 Epoch 65/100 ---------- lr: 0.0025 train loss: 1.2301 val loss: 0.7756 Epoch 66/100 ---------- lr: 0.0025 train loss: 1.1623 val loss: 0.6817 Epoch 67/100 ---------- lr: 0.0025 train loss: 1.1373 val loss: 0.7329 Epoch 68/100 ---------- lr: 0.0025 train loss: 1.0972 val loss: 0.6269 Epoch 69/100 ---------- lr: 0.0025 train loss: 1.0519 val loss: 0.6080 Epoch 70/100 ---------- lr: 0.0025 train loss: 1.1033 val loss: 0.7715 Epoch 71/100 ---------- lr: 0.0025 train loss: 1.0883 val loss: 0.6587 Epoch 72/100 ---------- lr: 0.0025 train loss: 1.2542 val loss: 0.7547 Epoch 73/100 ---------- lr: 0.0025 train loss: 1.1673 val loss: 0.7852 Epoch 74/100 ---------- lr: 0.0025 train loss: 1.1207 val loss: 0.7375 Epoch 75/100 ---------- lr: 0.0025 train loss: 1.1870 val loss: 0.8728 Epoch 76/100 ---------- lr: 0.0025 train loss: 1.3667 val loss: 0.9606 Epoch 77/100 ---------- lr: 0.0025 train loss: 1.4559 val loss: 1.2496 Epoch 78/100 ---------- lr: 0.0025 train loss: 1.7017 val loss: 1.2143 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.9852 val loss: 2.9689 Epoch 80/100 ---------- lr: 0.0025 train loss: 2.7613 val loss: 1.8167 Epoch 81/100 ---------- lr: 0.0025 train loss: 2.3720 val loss: 1.7205 Epoch 82/100 ---------- lr: 0.00125 train loss: 2.1737 val loss: 1.5982 Epoch 83/100 ---------- lr: 0.00125 train loss: 2.0396 val loss: 1.4129 Epoch 84/100 ---------- lr: 0.00125 train loss: 1.9610 val loss: 1.4830 Epoch 85/100 ---------- lr: 0.00125 train loss: 1.9487 val loss: 1.3586 Epoch 86/100 ---------- lr: 0.00125 train loss: 1.8825 val loss: 1.3273 Epoch 87/100 ---------- lr: 0.00125 train loss: 1.8060 val loss: 1.2224 Epoch 88/100 ---------- lr: 0.00125 train loss: 1.7934 val loss: 1.2282 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.0101 val loss: 1.4500 Epoch 90/100 ---------- lr: 0.00125 train loss: 1.9602 val loss: 1.3329 Epoch 91/100 ---------- lr: 0.00125 train loss: 1.8609 val loss: 1.2676 Epoch 92/100 ---------- lr: 0.00125 train loss: 1.7590 val loss: 1.2768 Epoch 93/100 ---------- lr: 0.00125 train loss: 1.6968 val loss: 1.1705 Epoch 94/100 ---------- lr: 0.00125 train loss: 1.6588 val loss: 1.1518 Epoch 95/100 ---------- lr: 0.00125 train loss: 1.6299 val loss: 1.1089 Epoch 96/100 ---------- lr: 0.00125 train loss: 1.6310 val loss: 1.1049 Epoch 97/100 ---------- lr: 0.00125 train loss: 1.6107 val loss: 1.0959 Epoch 98/100 ---------- lr: 0.00125 train loss: 1.6738 val loss: 1.1274 Epoch 99/100 ---------- lr: 0.00125 train loss: 1.6985 val loss: 1.2921 Epoch 100/100 ---------- lr: 0.00125 train loss: 1.6520 val loss: 1.1119 Training complete in 20m 15s Best val loss: 0.3585 at epoch 39 Val MSE at best epoch: 0.1490