Epoch 1/100 ---------- lr: 0.001 train loss: 24.9925 val loss: 4.5627 Epoch 2/100 ---------- lr: 0.001 train loss: 5.2354 val loss: 3.7085 Epoch 3/100 ---------- lr: 0.001 train loss: 4.2502 val loss: 3.2407 Epoch 4/100 ---------- lr: 0.001 train loss: 3.7321 val loss: 2.7035 Epoch 5/100 ---------- lr: 0.001 train loss: 3.3060 val loss: 2.2151 Epoch 6/100 ---------- lr: 0.001 train loss: 3.0625 val loss: 1.8290 Epoch 7/100 ---------- lr: 0.001 train loss: 2.8070 val loss: 1.6067 Epoch 8/100 ---------- lr: 0.001 train loss: 2.7457 val loss: 1.7947 Epoch 9/100 ---------- lr: 0.001 train loss: 2.5033 val loss: 1.6456 Epoch 10/100 ---------- lr: 0.001 train loss: 2.3141 val loss: 1.5604 Epoch 11/100 ---------- lr: 0.001 train loss: 2.3456 val loss: 1.3505 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2617 val loss: 1.3356 Epoch 13/100 ---------- lr: 0.001 train loss: 2.1066 val loss: 1.2347 Epoch 14/100 ---------- lr: 0.001 train loss: 1.9777 val loss: 0.9672 Epoch 15/100 ---------- lr: 0.001 train loss: 1.8896 val loss: 1.0223 Epoch 16/100 ---------- lr: 0.001 train loss: 2.1583 val loss: 1.0218 Epoch 17/100 ---------- lr: 0.001 train loss: 1.8110 val loss: 0.9150 Epoch 18/100 ---------- lr: 0.001 train loss: 1.7959 val loss: 0.8526 Epoch 19/100 ---------- lr: 0.001 train loss: 1.7049 val loss: 1.1008 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6755 val loss: 0.8190 Epoch 21/100 ---------- lr: 0.001 train loss: 1.7571 val loss: 0.8613 Epoch 22/100 ---------- lr: 0.001 train loss: 1.7375 val loss: 0.7661 Epoch 23/100 ---------- lr: 0.001 train loss: 1.5254 val loss: 0.6773 Epoch 24/100 ---------- lr: 0.001 train loss: 1.5147 val loss: 0.6570 Epoch 25/100 ---------- lr: 0.001 train loss: 1.4567 val loss: 0.6915 Epoch 26/100 ---------- lr: 0.001 train loss: 1.6372 val loss: 0.7722 Epoch 27/100 ---------- lr: 0.001 train loss: 1.5915 val loss: 0.9431 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5419 val loss: 0.6127 Epoch 29/100 ---------- lr: 0.001 train loss: 1.3873 val loss: 0.5664 Epoch 30/100 ---------- lr: 0.001 train loss: 1.3424 val loss: 0.6341 Epoch 31/100 ---------- lr: 0.001 train loss: 1.3408 val loss: 0.5508 Epoch 32/100 ---------- lr: 0.001 train loss: 1.5920 val loss: 0.7895 Epoch 33/100 ---------- lr: 0.001 train loss: 1.4454 val loss: 0.5864 Epoch 34/100 ---------- lr: 0.001 train loss: 1.3298 val loss: 0.4943 Epoch 35/100 ---------- lr: 0.001 train loss: 1.2627 val loss: 0.4870 Epoch 36/100 ---------- lr: 0.001 train loss: 1.2586 val loss: 0.6779 Epoch 37/100 ---------- lr: 0.001 train loss: 1.2934 val loss: 0.4844 Epoch 38/100 ---------- lr: 0.001 train loss: 1.2315 val loss: 0.8189 Epoch 39/100 ---------- lr: 0.001 train loss: 1.2517 val loss: 0.5480 Epoch 40/100 ---------- lr: 0.001 train loss: 1.3074 val loss: 0.5295 Epoch 41/100 ---------- lr: 0.001 train loss: 1.1953 val loss: 0.4225 Epoch 42/100 ---------- lr: 0.001 train loss: 1.2672 val loss: 0.4934 Epoch 43/100 ---------- lr: 0.001 train loss: 1.1925 val loss: 0.4321 Epoch 44/100 ---------- lr: 0.001 train loss: 1.1685 val loss: 0.3947 Epoch 45/100 ---------- lr: 0.001 train loss: 1.1833 val loss: 0.4778 Epoch 46/100 ---------- lr: 0.001 train loss: 1.1758 val loss: 0.3821 Epoch 47/100 ---------- lr: 0.001 train loss: 1.1385 val loss: 0.3736 Epoch 48/100 ---------- lr: 0.001 train loss: 1.1446 val loss: 0.4568 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2152 val loss: 1.0599 Epoch 50/100 ---------- lr: 0.001 train loss: 1.2883 val loss: 0.3840 Epoch 51/100 ---------- lr: 0.001 train loss: 1.1084 val loss: 0.3424 Epoch 52/100 ---------- lr: 0.001 train loss: 1.0924 val loss: 0.3287 Epoch 53/100 ---------- lr: 0.001 train loss: 1.0912 val loss: 0.3327 Epoch 54/100 ---------- lr: 0.001 train loss: 1.2672 val loss: 0.4394 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1315 val loss: 0.3415 Epoch 56/100 ---------- lr: 0.001 train loss: 1.1247 val loss: 0.3376 Epoch 57/100 ---------- lr: 0.001 train loss: 1.0611 val loss: 0.3248 Epoch 58/100 ---------- lr: 0.001 train loss: 1.0643 val loss: 0.3542 Epoch 59/100 ---------- lr: 0.001 train loss: 1.0637 val loss: 0.3286 Epoch 60/100 ---------- lr: 0.001 train loss: 1.1116 val loss: 0.4169 Epoch 61/100 ---------- lr: 0.001 train loss: 1.1297 val loss: 0.3583 Epoch 62/100 ---------- lr: 0.001 train loss: 1.0550 val loss: 0.2994 Epoch 63/100 ---------- lr: 0.001 train loss: 1.0327 val loss: 0.3016 Epoch 64/100 ---------- lr: 0.001 train loss: 1.0928 val loss: 0.6159 Epoch 65/100 ---------- lr: 0.001 train loss: 1.2109 val loss: 0.3482 Epoch 66/100 ---------- lr: 0.001 train loss: 1.0448 val loss: 0.3101 Epoch 67/100 ---------- lr: 0.001 train loss: 1.0142 val loss: 0.2831 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0112 val loss: 0.2845 Epoch 69/100 ---------- lr: 0.001 train loss: 1.0349 val loss: 0.2858 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0163 val loss: 0.2683 Epoch 71/100 ---------- lr: 0.001 train loss: 1.1280 val loss: 0.3033 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0239 val loss: 0.2824 Epoch 73/100 ---------- lr: 0.001 train loss: 1.0152 val loss: 0.2738 Epoch 74/100 ---------- lr: 0.001 train loss: 1.0029 val loss: 0.2695 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0240 val loss: 0.3692 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0429 val loss: 0.2900 Epoch 77/100 ---------- lr: 0.001 train loss: 0.9964 val loss: 0.2651 Epoch 78/100 ---------- lr: 0.001 train loss: 1.0102 val loss: 0.2622 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0047 val loss: 0.2558 Epoch 80/100 ---------- lr: 0.001 train loss: 0.9882 val loss: 0.2616 Epoch 81/100 ---------- lr: 0.001 train loss: 1.0778 val loss: 0.5375 Epoch 82/100 ---------- lr: 0.001 train loss: 1.2749 val loss: 0.3739 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0186 val loss: 0.2598 Epoch 84/100 ---------- lr: 0.001 train loss: 0.9766 val loss: 0.2445 Epoch 85/100 ---------- lr: 0.001 train loss: 0.9675 val loss: 0.2523 Epoch 86/100 ---------- lr: 0.001 train loss: 0.9603 val loss: 0.2296 Epoch 87/100 ---------- lr: 0.001 train loss: 0.9660 val loss: 0.2529 Epoch 88/100 ---------- lr: 0.001 train loss: 0.9651 val loss: 0.2387 Epoch 89/100 ---------- lr: 0.001 train loss: 0.9637 val loss: 0.2331 Epoch 90/100 ---------- lr: 0.001 train loss: 0.9653 val loss: 0.2419 Epoch 91/100 ---------- lr: 0.001 train loss: 0.9628 val loss: 0.2439 Epoch 92/100 ---------- lr: 0.001 train loss: 0.9643 val loss: 0.2286 Epoch 93/100 ---------- lr: 0.001 train loss: 0.9602 val loss: 0.2332 Epoch 94/100 ---------- lr: 0.001 train loss: 1.0045 val loss: 0.3331 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9757 val loss: 0.2890 Epoch 96/100 ---------- lr: 0.001 train loss: 0.9602 val loss: 0.2398 Epoch 97/100 ---------- lr: 0.001 train loss: 0.9456 val loss: 0.2323 Epoch 98/100 ---------- lr: 0.001 train loss: 0.9600 val loss: 0.2568 Epoch 99/100 ---------- lr: 0.001 train loss: 0.9755 val loss: 0.2222 Epoch 100/100 ---------- lr: 0.001 train loss: 1.0198 val loss: 0.2492 Training complete in 22m 45s Best val loss: 0.2222 at epoch 99 Val MSE at best epoch: 0.0909