Epoch 1/100 ---------- lr: 0.005 train loss: 12.5122 val loss: 3.7985 Epoch 2/100 ---------- lr: 0.005 train loss: 4.9732 val loss: 3.2569 Epoch 3/100 ---------- lr: 0.005 train loss: 4.1843 val loss: 2.3982 Epoch 4/100 ---------- lr: 0.005 train loss: 3.7889 val loss: 2.4771 Epoch 5/100 ---------- lr: 0.005 train loss: 3.5268 val loss: 2.1425 Epoch 6/100 ---------- lr: 0.005 train loss: 3.4883 val loss: 1.9836 Epoch 7/100 ---------- lr: 0.005 train loss: 3.2716 val loss: 1.8799 Epoch 8/100 ---------- lr: 0.005 train loss: 3.2156 val loss: 1.7123 Epoch 9/100 ---------- lr: 0.005 train loss: 3.0321 val loss: 1.6256 Epoch 10/100 ---------- lr: 0.005 train loss: 2.9145 val loss: 1.6218 Epoch 11/100 ---------- lr: 0.005 train loss: 2.8739 val loss: 1.6346 Epoch 12/100 ---------- lr: 0.005 train loss: 2.7997 val loss: 1.4167 Epoch 13/100 ---------- lr: 0.005 train loss: 2.8002 val loss: 1.3796 Epoch 14/100 ---------- lr: 0.005 train loss: 2.6954 val loss: 1.3052 Epoch 15/100 ---------- lr: 0.005 train loss: 2.6084 val loss: 1.1987 Epoch 16/100 ---------- lr: 0.005 train loss: 2.8087 val loss: 1.3697 Epoch 17/100 ---------- lr: 0.005 train loss: 2.6668 val loss: 1.1845 Epoch 18/100 ---------- lr: 0.005 train loss: 2.4839 val loss: 1.0990 Epoch 19/100 ---------- lr: 0.005 train loss: 2.5136 val loss: 1.1384 Epoch 20/100 ---------- lr: 0.005 train loss: 2.4825 val loss: 1.1004 Epoch 21/100 ---------- lr: 0.005 train loss: 2.3855 val loss: 0.9448 Epoch 22/100 ---------- lr: 0.005 train loss: 2.3787 val loss: 1.0510 Epoch 23/100 ---------- lr: 0.005 train loss: 2.3538 val loss: 1.1075 Epoch 24/100 ---------- lr: 0.005 train loss: 2.3073 val loss: 1.2243 Epoch 25/100 ---------- lr: 0.005 train loss: 2.3248 val loss: 1.0368 Epoch 26/100 ---------- lr: 0.005 train loss: 2.2593 val loss: 1.0647 Epoch 27/100 ---------- lr: 0.005 train loss: 2.2985 val loss: 1.2208 Epoch 28/100 ---------- lr: 0.005 train loss: 2.3562 val loss: 1.0055 Epoch 29/100 ---------- lr: 0.005 train loss: 2.2261 val loss: 0.8145 Epoch 30/100 ---------- lr: 0.005 train loss: 2.2719 val loss: 0.8110 Epoch 31/100 ---------- lr: 0.005 train loss: 2.1806 val loss: 0.8587 Epoch 32/100 ---------- lr: 0.005 train loss: 2.2541 val loss: 1.0025 Epoch 33/100 ---------- lr: 0.005 train loss: 2.2113 val loss: 0.8610 Epoch 34/100 ---------- lr: 0.005 train loss: 2.1868 val loss: 0.8626 Epoch 35/100 ---------- lr: 0.005 train loss: 2.2695 val loss: 0.8097 Epoch 36/100 ---------- lr: 0.005 train loss: 2.1264 val loss: 0.7735 Epoch 37/100 ---------- lr: 0.005 train loss: 2.1047 val loss: 0.7398 Epoch 38/100 ---------- lr: 0.005 train loss: 2.1530 val loss: 0.8391 Epoch 39/100 ---------- lr: 0.005 train loss: 2.0809 val loss: 0.7705 Epoch 40/100 ---------- lr: 0.005 train loss: 2.0901 val loss: 0.8055 Epoch 41/100 ---------- lr: 0.005 train loss: 2.0786 val loss: 0.7382 Epoch 42/100 ---------- lr: 0.005 train loss: 2.0997 val loss: 0.8782 Epoch 43/100 ---------- lr: 0.005 train loss: 2.0784 val loss: 0.8118 Epoch 44/100 ---------- lr: 0.005 train loss: 2.0839 val loss: 0.8131 Epoch 45/100 ---------- lr: 0.005 train loss: 2.0641 val loss: 0.8343 Epoch 46/100 ---------- lr: 0.005 train loss: 2.1157 val loss: 0.7543 Epoch 47/100 ---------- lr: 0.005 train loss: 2.0937 val loss: 0.8723 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0662 val loss: 0.7600 Epoch 49/100 ---------- lr: 0.005 train loss: 2.2880 val loss: 0.8109 Epoch 50/100 ---------- lr: 0.005 train loss: 2.0704 val loss: 0.7747 Epoch 51/100 ---------- lr: 0.005 train loss: 2.0287 val loss: 0.7186 Epoch 52/100 ---------- lr: 0.005 train loss: 2.0124 val loss: 1.3613 Epoch 53/100 ---------- lr: 0.005 train loss: 2.1584 val loss: 0.7521 Epoch 54/100 ---------- lr: 0.005 train loss: 1.9844 val loss: 0.7128 Epoch 55/100 ---------- lr: 0.005 train loss: 2.0198 val loss: 0.7253 Epoch 56/100 ---------- lr: 0.005 train loss: 2.0066 val loss: 0.6606 Epoch 57/100 ---------- lr: 0.005 train loss: 1.9694 val loss: 0.7567 Epoch 58/100 ---------- lr: 0.005 train loss: 1.9722 val loss: 0.6986 Epoch 59/100 ---------- lr: 0.005 train loss: 2.0335 val loss: 1.4193 Epoch 60/100 ---------- lr: 0.005 train loss: 2.1805 val loss: 0.7993 Epoch 61/100 ---------- lr: 0.005 train loss: 2.0064 val loss: 0.7891 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9601 val loss: 0.6582 Epoch 63/100 ---------- lr: 0.005 train loss: 1.9402 val loss: 0.6275 Epoch 64/100 ---------- lr: 0.005 train loss: 1.9699 val loss: 0.8208 Epoch 65/100 ---------- lr: 0.005 train loss: 2.1012 val loss: 0.8577 Epoch 66/100 ---------- lr: 0.005 train loss: 2.0301 val loss: 0.6888 Epoch 67/100 ---------- lr: 0.005 train loss: 1.9568 val loss: 0.6442 Epoch 68/100 ---------- lr: 0.005 train loss: 2.1683 val loss: 1.0462 Epoch 69/100 ---------- lr: 0.005 train loss: 2.1053 val loss: 0.7050 Epoch 70/100 ---------- lr: 0.005 train loss: 2.0011 val loss: 0.6748 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9704 val loss: 0.6466 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9444 val loss: 0.6331 Epoch 73/100 ---------- lr: 0.005 train loss: 2.0970 val loss: 0.7450 Epoch 74/100 ---------- lr: 0.005 train loss: 1.9357 val loss: 0.6179 Epoch 75/100 ---------- lr: 0.005 train loss: 1.9219 val loss: 0.6182 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9586 val loss: 0.6984 Epoch 77/100 ---------- lr: 0.005 train loss: 1.9400 val loss: 0.6046 Epoch 78/100 ---------- lr: 0.005 train loss: 2.0162 val loss: 0.7427 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9436 val loss: 0.7282 Epoch 80/100 ---------- lr: 0.005 train loss: 1.9571 val loss: 0.6235 Epoch 81/100 ---------- lr: 0.005 train loss: 1.9334 val loss: 0.6465 Epoch 82/100 ---------- lr: 0.005 train loss: 2.0253 val loss: 0.6240 Epoch 83/100 ---------- lr: 0.005 train loss: 2.0160 val loss: 0.8389 Epoch 84/100 ---------- lr: 0.005 train loss: 1.9952 val loss: 0.6753 Epoch 85/100 ---------- lr: 0.005 train loss: 1.9246 val loss: 0.5934 Epoch 86/100 ---------- lr: 0.005 train loss: 1.9519 val loss: 0.6032 Epoch 87/100 ---------- lr: 0.005 train loss: 1.8959 val loss: 0.5810 Epoch 88/100 ---------- lr: 0.005 train loss: 1.8833 val loss: 0.6062 Epoch 89/100 ---------- lr: 0.005 train loss: 1.9446 val loss: 0.7144 Epoch 90/100 ---------- lr: 0.005 train loss: 2.0164 val loss: 0.7623 Epoch 91/100 ---------- lr: 0.005 train loss: 1.9134 val loss: 0.6558 Epoch 92/100 ---------- lr: 0.005 train loss: 1.8980 val loss: 0.7156 Epoch 93/100 ---------- lr: 0.005 train loss: 1.9945 val loss: 0.9789 Epoch 94/100 ---------- lr: 0.005 train loss: 2.4455 val loss: 0.9171 Epoch 95/100 ---------- lr: 0.005 train loss: 2.0478 val loss: 0.6213 Epoch 96/100 ---------- lr: 0.005 train loss: 1.9535 val loss: 0.6228 Epoch 97/100 ---------- lr: 0.005 train loss: 1.9163 val loss: 0.5646 Epoch 98/100 ---------- lr: 0.005 train loss: 1.9277 val loss: 0.6535 Epoch 99/100 ---------- lr: 0.005 train loss: 1.8857 val loss: 0.5701 Epoch 100/100 ---------- lr: 0.005 train loss: 1.8918 val loss: 0.6621 Training complete in 7m 18s Best val loss: 0.5646 at epoch 97 Val MSE at best epoch: 0.2266