Epoch 1/100 ---------- lr: 0.005 train loss: 11.2902 val loss: 4.4307 Epoch 2/100 ---------- lr: 0.005 train loss: 4.2534 val loss: 3.0222 Epoch 3/100 ---------- lr: 0.005 train loss: 3.9156 val loss: 2.6494 Epoch 4/100 ---------- lr: 0.005 train loss: 3.1517 val loss: 2.3058 Epoch 5/100 ---------- lr: 0.005 train loss: 3.1188 val loss: 2.4284 Epoch 6/100 ---------- lr: 0.005 train loss: 3.1629 val loss: 2.0013 Epoch 7/100 ---------- lr: 0.005 train loss: 2.6916 val loss: 2.0257 Epoch 8/100 ---------- lr: 0.005 train loss: 2.2642 val loss: 1.5535 Epoch 9/100 ---------- lr: 0.005 train loss: 2.1988 val loss: 1.4035 Epoch 10/100 ---------- lr: 0.005 train loss: 2.3605 val loss: 1.4454 Epoch 11/100 ---------- lr: 0.005 train loss: 2.0507 val loss: 1.2882 Epoch 12/100 ---------- lr: 0.005 train loss: 1.9679 val loss: 1.3775 Epoch 13/100 ---------- lr: 0.005 train loss: 1.7792 val loss: 0.9420 Epoch 14/100 ---------- lr: 0.005 train loss: 1.4488 val loss: 1.2708 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5945 val loss: 2.1269 Epoch 16/100 ---------- lr: 0.005 train loss: 2.7184 val loss: 2.3798 Epoch 17/100 ---------- lr: 0.005 train loss: 1.6438 val loss: 1.1375 Epoch 18/100 ---------- lr: 0.005 train loss: 1.4480 val loss: 0.7662 Epoch 19/100 ---------- lr: 0.005 train loss: 1.2206 val loss: 0.7904 Epoch 20/100 ---------- lr: 0.005 train loss: 1.2345 val loss: 0.6741 Epoch 21/100 ---------- lr: 0.005 train loss: 1.1246 val loss: 0.6243 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1922 val loss: 0.8327 Epoch 23/100 ---------- lr: 0.005 train loss: 1.1917 val loss: 0.7154 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0333 val loss: 0.5948 Epoch 25/100 ---------- lr: 0.005 train loss: 0.9951 val loss: 0.5866 Epoch 26/100 ---------- lr: 0.005 train loss: 1.7644 val loss: 2.4924 Epoch 27/100 ---------- lr: 0.005 train loss: 1.7936 val loss: 0.9338 Epoch 28/100 ---------- lr: 0.005 train loss: 1.0736 val loss: 0.5801 Epoch 29/100 ---------- lr: 0.005 train loss: 0.9888 val loss: 0.7558 Epoch 30/100 ---------- lr: 0.005 train loss: 1.2210 val loss: 0.6412 Epoch 31/100 ---------- lr: 0.005 train loss: 1.0873 val loss: 0.6985 Epoch 32/100 ---------- lr: 0.005 train loss: 0.9983 val loss: 0.7302 Epoch 33/100 ---------- lr: 0.005 train loss: 0.9079 val loss: 0.4926 Epoch 34/100 ---------- lr: 0.005 train loss: 0.9134 val loss: 0.9373 Epoch 35/100 ---------- lr: 0.005 train loss: 1.1206 val loss: 0.4963 Epoch 36/100 ---------- lr: 0.005 train loss: 1.0631 val loss: 1.3284 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1033 val loss: 1.2185 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9969 val loss: 0.7920 Epoch 39/100 ---------- lr: 0.005 train loss: 0.9948 val loss: 0.8495 Epoch 40/100 ---------- lr: 0.005 train loss: 0.9240 val loss: 0.4232 Epoch 41/100 ---------- lr: 0.005 train loss: 0.8681 val loss: 0.4216 Epoch 42/100 ---------- lr: 0.005 train loss: 0.8278 val loss: 0.3804 Epoch 43/100 ---------- lr: 0.005 train loss: 1.1314 val loss: 0.5397 Epoch 44/100 ---------- lr: 0.005 train loss: 0.8536 val loss: 0.3999 Epoch 45/100 ---------- lr: 0.005 train loss: 0.8052 val loss: 0.3494 Epoch 46/100 ---------- lr: 0.005 train loss: 0.7345 val loss: 0.3941 Epoch 47/100 ---------- lr: 0.005 train loss: 0.7841 val loss: 0.3344 Epoch 48/100 ---------- lr: 0.005 train loss: 0.7341 val loss: 0.5219 Epoch 49/100 ---------- lr: 0.005 train loss: 0.8512 val loss: 0.7060 Epoch 50/100 ---------- lr: 0.005 train loss: 1.8667 val loss: 3.3355 Epoch 51/100 ---------- lr: 0.005 train loss: 4.9144 val loss: 2.8966 Epoch 52/100 ---------- lr: 0.005 train loss: 3.1736 val loss: 2.3411 Epoch 53/100 ---------- lr: 0.005 train loss: 2.8964 val loss: 4.1557 Epoch 54/100 ---------- lr: 0.005 train loss: 3.9013 val loss: 3.2394 Epoch 55/100 ---------- lr: 0.005 train loss: 3.4675 val loss: 2.4570 Epoch 56/100 ---------- lr: 0.005 train loss: 2.9602 val loss: 2.0913 Epoch 57/100 ---------- lr: 0.005 train loss: 2.6069 val loss: 1.8940 Epoch 58/100 ---------- lr: 0.005 train loss: 3.3355 val loss: 2.5484 Epoch 59/100 ---------- lr: 0.005 train loss: 2.8685 val loss: 2.3268 Epoch 60/100 ---------- lr: 0.005 train loss: 2.9258 val loss: 2.3751 Epoch 61/100 ---------- lr: 0.005 train loss: 2.8713 val loss: 2.4035 Epoch 62/100 ---------- lr: 0.005 train loss: 3.2083 val loss: 2.5177 Epoch 63/100 ---------- lr: 0.005 train loss: 2.8913 val loss: 2.6915 Epoch 64/100 ---------- lr: 0.005 train loss: 3.6590 val loss: 4.9139 Epoch 65/100 ---------- lr: 0.005 train loss: 4.4712 val loss: 4.1742 Epoch 66/100 ---------- lr: 0.005 train loss: 4.5789 val loss: 5.0581 Epoch 67/100 ---------- lr: 0.005 train loss: 5.1623 val loss: 4.5037 Epoch 68/100 ---------- lr: 0.005 train loss: 7.0210 val loss: 5.5404 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.3392 val loss: 4.5483 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.8297 val loss: 3.9891 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.4244 val loss: 3.6196 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.5177 val loss: 3.8775 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.1340 val loss: 3.4247 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.0296 val loss: 3.2952 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.9897 val loss: 3.4849 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.8828 val loss: 3.4952 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.6519 val loss: 3.2942 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.6036 val loss: 2.9465 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.5160 val loss: 3.0404 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.3958 val loss: 2.6470 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.2979 val loss: 2.6975 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.2229 val loss: 2.5085 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.3677 val loss: 2.7960 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.6289 val loss: 2.9984 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.4254 val loss: 2.7656 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.2118 val loss: 3.0912 Epoch 87/100 ---------- lr: 0.0025 train loss: 3.4613 val loss: 3.1360 Epoch 88/100 ---------- lr: 0.0025 train loss: 3.4516 val loss: 2.8861 Epoch 89/100 ---------- lr: 0.0025 train loss: 3.4482 val loss: 2.9328 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.2925 val loss: 2.5250 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.1405 val loss: 2.3299 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.9994 val loss: 2.3069 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.9119 val loss: 2.2360 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.8845 val loss: 2.4940 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.8954 val loss: 2.4262 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.7661 val loss: 2.3271 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.8097 val loss: 2.4356 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.8648 val loss: 2.5634 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.8710 val loss: 2.4372 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.7788 val loss: 2.5050 Training complete in 24m 6s Best val loss: 0.3344 at epoch 47 Val MSE at best epoch: 0.1389