Epoch 1/100 ---------- lr: 0.001 train loss: 20.7863 val loss: 4.9818 Epoch 2/100 ---------- lr: 0.001 train loss: 5.6984 val loss: 3.6671 Epoch 3/100 ---------- lr: 0.001 train loss: 5.0061 val loss: 3.5587 Epoch 4/100 ---------- lr: 0.001 train loss: 4.8874 val loss: 3.0707 Epoch 5/100 ---------- lr: 0.001 train loss: 4.3665 val loss: 3.0382 Epoch 6/100 ---------- lr: 0.001 train loss: 4.1580 val loss: 2.6578 Epoch 7/100 ---------- lr: 0.001 train loss: 3.9604 val loss: 2.5230 Epoch 8/100 ---------- lr: 0.001 train loss: 3.8185 val loss: 2.5738 Epoch 9/100 ---------- lr: 0.001 train loss: 3.7047 val loss: 2.1907 Epoch 10/100 ---------- lr: 0.001 train loss: 3.5603 val loss: 2.0837 Epoch 11/100 ---------- lr: 0.001 train loss: 3.4379 val loss: 2.0586 Epoch 12/100 ---------- lr: 0.001 train loss: 3.3659 val loss: 2.1845 Epoch 13/100 ---------- lr: 0.001 train loss: 3.2847 val loss: 1.8479 Epoch 14/100 ---------- lr: 0.001 train loss: 3.1975 val loss: 1.7721 Epoch 15/100 ---------- lr: 0.001 train loss: 3.1398 val loss: 1.7966 Epoch 16/100 ---------- lr: 0.001 train loss: 3.0813 val loss: 1.8048 Epoch 17/100 ---------- lr: 0.001 train loss: 3.0121 val loss: 1.6763 Epoch 18/100 ---------- lr: 0.001 train loss: 3.0149 val loss: 1.5928 Epoch 19/100 ---------- lr: 0.001 train loss: 2.9897 val loss: 1.5389 Epoch 20/100 ---------- lr: 0.001 train loss: 2.8901 val loss: 1.5083 Epoch 21/100 ---------- lr: 0.001 train loss: 2.8341 val loss: 1.5440 Epoch 22/100 ---------- lr: 0.001 train loss: 2.8632 val loss: 1.6997 Epoch 23/100 ---------- lr: 0.001 train loss: 2.8662 val loss: 1.4496 Epoch 24/100 ---------- lr: 0.001 train loss: 2.8098 val loss: 1.4945 Epoch 25/100 ---------- lr: 0.001 train loss: 2.7023 val loss: 1.4289 Epoch 26/100 ---------- lr: 0.001 train loss: 2.6883 val loss: 1.3472 Epoch 27/100 ---------- lr: 0.001 train loss: 2.6539 val loss: 1.3143 Epoch 28/100 ---------- lr: 0.001 train loss: 2.6123 val loss: 1.3735 Epoch 29/100 ---------- lr: 0.001 train loss: 2.5931 val loss: 1.3517 Epoch 30/100 ---------- lr: 0.001 train loss: 2.5958 val loss: 1.3107 Epoch 31/100 ---------- lr: 0.001 train loss: 2.5439 val loss: 1.2637 Epoch 32/100 ---------- lr: 0.001 train loss: 2.5123 val loss: 1.2869 Epoch 33/100 ---------- lr: 0.001 train loss: 2.4962 val loss: 1.2701 Epoch 34/100 ---------- lr: 0.001 train loss: 2.4930 val loss: 1.1322 Epoch 35/100 ---------- lr: 0.001 train loss: 2.4842 val loss: 1.1139 Epoch 36/100 ---------- lr: 0.001 train loss: 2.4240 val loss: 1.1383 Epoch 37/100 ---------- lr: 0.001 train loss: 2.5415 val loss: 2.0732 Epoch 38/100 ---------- lr: 0.001 train loss: 2.7255 val loss: 1.2840 Epoch 39/100 ---------- lr: 0.001 train loss: 2.4740 val loss: 1.0939 Epoch 40/100 ---------- lr: 0.001 train loss: 2.4016 val loss: 1.1302 Epoch 41/100 ---------- lr: 0.001 train loss: 2.3730 val loss: 1.0453 Epoch 42/100 ---------- lr: 0.001 train loss: 2.3554 val loss: 1.0525 Epoch 43/100 ---------- lr: 0.001 train loss: 2.3514 val loss: 1.0679 Epoch 44/100 ---------- lr: 0.001 train loss: 2.3288 val loss: 1.0336 Epoch 45/100 ---------- lr: 0.001 train loss: 2.3033 val loss: 0.9549 Epoch 46/100 ---------- lr: 0.001 train loss: 2.2875 val loss: 1.0355 Epoch 47/100 ---------- lr: 0.001 train loss: 2.2921 val loss: 1.0200 Epoch 48/100 ---------- lr: 0.001 train loss: 2.2760 val loss: 0.9337 Epoch 49/100 ---------- lr: 0.001 train loss: 2.2800 val loss: 1.0098 Epoch 50/100 ---------- lr: 0.001 train loss: 2.2877 val loss: 0.9719 Epoch 51/100 ---------- lr: 0.001 train loss: 2.2690 val loss: 1.0126 Epoch 52/100 ---------- lr: 0.001 train loss: 2.2365 val loss: 0.9849 Epoch 53/100 ---------- lr: 0.001 train loss: 2.2323 val loss: 0.9622 Epoch 54/100 ---------- lr: 0.001 train loss: 2.2177 val loss: 0.9092 Epoch 55/100 ---------- lr: 0.001 train loss: 2.3410 val loss: 1.0740 Epoch 56/100 ---------- lr: 0.001 train loss: 2.2794 val loss: 0.9382 Epoch 57/100 ---------- lr: 0.001 train loss: 2.2237 val loss: 0.9273 Epoch 58/100 ---------- lr: 0.001 train loss: 2.1932 val loss: 0.8566 Epoch 59/100 ---------- lr: 0.001 train loss: 2.1701 val loss: 0.8667 Epoch 60/100 ---------- lr: 0.001 train loss: 2.1665 val loss: 0.8637 Epoch 61/100 ---------- lr: 0.001 train loss: 2.1554 val loss: 0.9080 Epoch 62/100 ---------- lr: 0.001 train loss: 2.1612 val loss: 0.8661 Epoch 63/100 ---------- lr: 0.001 train loss: 2.2333 val loss: 0.9155 Epoch 64/100 ---------- lr: 0.001 train loss: 2.1505 val loss: 0.8660 Epoch 65/100 ---------- lr: 0.001 train loss: 2.1460 val loss: 0.8116 Epoch 66/100 ---------- lr: 0.001 train loss: 2.1325 val loss: 0.8571 Epoch 67/100 ---------- lr: 0.001 train loss: 2.1300 val loss: 0.8394 Epoch 68/100 ---------- lr: 0.001 train loss: 2.1486 val loss: 0.8559 Epoch 69/100 ---------- lr: 0.001 train loss: 2.1164 val loss: 0.8142 Epoch 70/100 ---------- lr: 0.001 train loss: 2.0973 val loss: 0.8358 Epoch 71/100 ---------- lr: 0.001 train loss: 2.0814 val loss: 0.8213 Epoch 72/100 ---------- lr: 0.001 train loss: 2.0923 val loss: 0.8763 Epoch 73/100 ---------- lr: 0.001 train loss: 2.1399 val loss: 0.9261 Epoch 74/100 ---------- lr: 0.001 train loss: 2.1624 val loss: 0.8313 Epoch 75/100 ---------- lr: 0.001 train loss: 2.0764 val loss: 0.7716 Epoch 76/100 ---------- lr: 0.001 train loss: 2.0804 val loss: 0.7908 Epoch 77/100 ---------- lr: 0.001 train loss: 2.0608 val loss: 0.7344 Epoch 78/100 ---------- lr: 0.001 train loss: 2.1439 val loss: 0.9447 Epoch 79/100 ---------- lr: 0.001 train loss: 2.1176 val loss: 0.7942 Epoch 80/100 ---------- lr: 0.001 train loss: 2.0529 val loss: 0.7616 Epoch 81/100 ---------- lr: 0.001 train loss: 2.0334 val loss: 0.8098 Epoch 82/100 ---------- lr: 0.001 train loss: 2.0260 val loss: 0.8033 Epoch 83/100 ---------- lr: 0.001 train loss: 2.0314 val loss: 0.7825 Epoch 84/100 ---------- lr: 0.001 train loss: 2.0310 val loss: 0.7417 Epoch 85/100 ---------- lr: 0.001 train loss: 2.0093 val loss: 0.7681 Epoch 86/100 ---------- lr: 0.001 train loss: 2.0744 val loss: 0.8231 Epoch 87/100 ---------- lr: 0.001 train loss: 2.0464 val loss: 0.7435 Epoch 88/100 ---------- lr: 0.001 train loss: 2.0427 val loss: 0.7369 Epoch 89/100 ---------- lr: 0.001 train loss: 2.0092 val loss: 0.7341 Epoch 90/100 ---------- lr: 0.001 train loss: 1.9973 val loss: 0.7230 Epoch 91/100 ---------- lr: 0.001 train loss: 2.0341 val loss: 0.8064 Epoch 92/100 ---------- lr: 0.001 train loss: 2.0000 val loss: 0.9527 Epoch 93/100 ---------- lr: 0.001 train loss: 2.0121 val loss: 0.7300 Epoch 94/100 ---------- lr: 0.001 train loss: 1.9779 val loss: 0.7233 Epoch 95/100 ---------- lr: 0.001 train loss: 1.9878 val loss: 0.7143 Epoch 96/100 ---------- lr: 0.001 train loss: 2.0027 val loss: 0.7130 Epoch 97/100 ---------- lr: 0.001 train loss: 1.9780 val loss: 0.7099 Epoch 98/100 ---------- lr: 0.001 train loss: 1.9719 val loss: 0.7151 Epoch 99/100 ---------- lr: 0.001 train loss: 1.9751 val loss: 0.7050 Epoch 100/100 ---------- lr: 0.001 train loss: 1.9733 val loss: 0.7549 Training complete in 4m 30s Best val loss: 0.7050 at epoch 99 Val MSE at best epoch: 0.2987