Epoch 1/100 ---------- lr: 0.001 train loss: 29.8275 val loss: 5.7727 Epoch 2/100 ---------- lr: 0.001 train loss: 6.2852 val loss: 3.6022 Epoch 3/100 ---------- lr: 0.001 train loss: 5.2507 val loss: 3.1728 Epoch 4/100 ---------- lr: 0.001 train loss: 4.7238 val loss: 2.6997 Epoch 5/100 ---------- lr: 0.001 train loss: 4.3213 val loss: 2.4401 Epoch 6/100 ---------- lr: 0.001 train loss: 4.1570 val loss: 2.2677 Epoch 7/100 ---------- lr: 0.001 train loss: 3.8331 val loss: 2.2355 Epoch 8/100 ---------- lr: 0.001 train loss: 3.6489 val loss: 2.0209 Epoch 9/100 ---------- lr: 0.001 train loss: 3.4857 val loss: 2.0250 Epoch 10/100 ---------- lr: 0.001 train loss: 3.3869 val loss: 1.7659 Epoch 11/100 ---------- lr: 0.001 train loss: 3.3047 val loss: 1.5871 Epoch 12/100 ---------- lr: 0.001 train loss: 3.2131 val loss: 1.5479 Epoch 13/100 ---------- lr: 0.001 train loss: 3.1431 val loss: 1.5479 Epoch 14/100 ---------- lr: 0.001 train loss: 3.0603 val loss: 1.4626 Epoch 15/100 ---------- lr: 0.001 train loss: 2.9659 val loss: 1.3365 Epoch 16/100 ---------- lr: 0.001 train loss: 2.9973 val loss: 1.3062 Epoch 17/100 ---------- lr: 0.001 train loss: 2.8743 val loss: 1.3025 Epoch 18/100 ---------- lr: 0.001 train loss: 2.8208 val loss: 1.3938 Epoch 19/100 ---------- lr: 0.001 train loss: 2.8064 val loss: 1.1899 Epoch 20/100 ---------- lr: 0.001 train loss: 2.8075 val loss: 1.2362 Epoch 21/100 ---------- lr: 0.001 train loss: 2.8300 val loss: 1.2329 Epoch 22/100 ---------- lr: 0.001 train loss: 2.8099 val loss: 1.2061 Epoch 23/100 ---------- lr: 0.001 train loss: 2.6504 val loss: 1.1054 Epoch 24/100 ---------- lr: 0.001 train loss: 2.6080 val loss: 1.0256 Epoch 25/100 ---------- lr: 0.001 train loss: 2.5684 val loss: 1.0115 Epoch 26/100 ---------- lr: 0.001 train loss: 2.5021 val loss: 0.9975 Epoch 27/100 ---------- lr: 0.001 train loss: 2.4800 val loss: 0.9178 Epoch 28/100 ---------- lr: 0.001 train loss: 2.4912 val loss: 0.9452 Epoch 29/100 ---------- lr: 0.001 train loss: 2.4413 val loss: 0.9997 Epoch 30/100 ---------- lr: 0.001 train loss: 2.4156 val loss: 0.8820 Epoch 31/100 ---------- lr: 0.001 train loss: 2.4075 val loss: 0.9249 Epoch 32/100 ---------- lr: 0.001 train loss: 2.4101 val loss: 0.9943 Epoch 33/100 ---------- lr: 0.001 train loss: 2.3727 val loss: 1.0567 Epoch 34/100 ---------- lr: 0.001 train loss: 2.3397 val loss: 0.8433 Epoch 35/100 ---------- lr: 0.001 train loss: 2.3490 val loss: 0.8732 Epoch 36/100 ---------- lr: 0.001 train loss: 2.3142 val loss: 0.8816 Epoch 37/100 ---------- lr: 0.001 train loss: 2.3816 val loss: 0.8641 Epoch 38/100 ---------- lr: 0.001 train loss: 2.2748 val loss: 0.7559 Epoch 39/100 ---------- lr: 0.001 train loss: 2.2419 val loss: 0.8446 Epoch 40/100 ---------- lr: 0.001 train loss: 2.2738 val loss: 0.8040 Epoch 41/100 ---------- lr: 0.001 train loss: 2.2309 val loss: 0.8129 Epoch 42/100 ---------- lr: 0.001 train loss: 2.1939 val loss: 0.7243 Epoch 43/100 ---------- lr: 0.001 train loss: 2.2484 val loss: 0.7292 Epoch 44/100 ---------- lr: 0.001 train loss: 2.2190 val loss: 0.8497 Epoch 45/100 ---------- lr: 0.001 train loss: 2.1911 val loss: 0.7577 Epoch 46/100 ---------- lr: 0.001 train loss: 2.2044 val loss: 0.6872 Epoch 47/100 ---------- lr: 0.001 train loss: 2.1610 val loss: 0.7003 Epoch 48/100 ---------- lr: 0.001 train loss: 2.2403 val loss: 0.7514 Epoch 49/100 ---------- lr: 0.001 train loss: 2.1516 val loss: 0.6771 Epoch 50/100 ---------- lr: 0.001 train loss: 2.1541 val loss: 0.6323 Epoch 51/100 ---------- lr: 0.001 train loss: 2.1473 val loss: 0.6604 Epoch 52/100 ---------- lr: 0.001 train loss: 2.0999 val loss: 0.6359 Epoch 53/100 ---------- lr: 0.001 train loss: 2.1131 val loss: 0.6982 Epoch 54/100 ---------- lr: 0.001 train loss: 2.0852 val loss: 0.6393 Epoch 55/100 ---------- lr: 0.001 train loss: 2.1015 val loss: 0.6533 Epoch 56/100 ---------- lr: 0.001 train loss: 2.0696 val loss: 0.6033 Epoch 57/100 ---------- lr: 0.001 train loss: 2.1053 val loss: 0.6357 Epoch 58/100 ---------- lr: 0.001 train loss: 2.1001 val loss: 0.8341 Epoch 59/100 ---------- lr: 0.001 train loss: 2.0946 val loss: 0.6950 Epoch 60/100 ---------- lr: 0.001 train loss: 2.0637 val loss: 0.6098 Epoch 61/100 ---------- lr: 0.001 train loss: 2.0675 val loss: 0.6418 Epoch 62/100 ---------- lr: 0.001 train loss: 2.2928 val loss: 0.7346 Epoch 63/100 ---------- lr: 0.001 train loss: 2.0822 val loss: 0.6196 Epoch 64/100 ---------- lr: 0.001 train loss: 2.0295 val loss: 0.5875 Epoch 65/100 ---------- lr: 0.001 train loss: 2.0116 val loss: 0.5702 Epoch 66/100 ---------- lr: 0.001 train loss: 2.0011 val loss: 0.5852 Epoch 67/100 ---------- lr: 0.001 train loss: 2.0051 val loss: 0.5747 Epoch 68/100 ---------- lr: 0.001 train loss: 2.0200 val loss: 0.5804 Epoch 69/100 ---------- lr: 0.001 train loss: 2.0029 val loss: 0.5382 Epoch 70/100 ---------- lr: 0.001 train loss: 1.9998 val loss: 0.5630 Epoch 71/100 ---------- lr: 0.001 train loss: 2.0170 val loss: 0.8542 Epoch 72/100 ---------- lr: 0.001 train loss: 2.1061 val loss: 0.6285 Epoch 73/100 ---------- lr: 0.001 train loss: 2.0222 val loss: 0.5512 Epoch 74/100 ---------- lr: 0.001 train loss: 1.9645 val loss: 0.6021 Epoch 75/100 ---------- lr: 0.001 train loss: 1.9588 val loss: 0.5490 Epoch 76/100 ---------- lr: 0.001 train loss: 1.9909 val loss: 0.6836 Epoch 77/100 ---------- lr: 0.001 train loss: 1.9627 val loss: 0.5703 Epoch 78/100 ---------- lr: 0.001 train loss: 1.9527 val loss: 0.5588 Epoch 79/100 ---------- lr: 0.001 train loss: 1.9586 val loss: 0.5634 Epoch 80/100 ---------- lr: 0.001 train loss: 1.9452 val loss: 0.5155 Epoch 81/100 ---------- lr: 0.001 train loss: 1.9585 val loss: 0.5358 Epoch 82/100 ---------- lr: 0.001 train loss: 1.9367 val loss: 0.4889 Epoch 83/100 ---------- lr: 0.001 train loss: 1.9587 val loss: 0.5426 Epoch 84/100 ---------- lr: 0.001 train loss: 1.9438 val loss: 0.5679 Epoch 85/100 ---------- lr: 0.001 train loss: 1.9391 val loss: 0.5229 Epoch 86/100 ---------- lr: 0.001 train loss: 1.9278 val loss: 0.5001 Epoch 87/100 ---------- lr: 0.001 train loss: 1.9192 val loss: 0.4942 Epoch 88/100 ---------- lr: 0.001 train loss: 1.9319 val loss: 0.5180 Epoch 89/100 ---------- lr: 0.001 train loss: 1.9438 val loss: 0.6862 Epoch 90/100 ---------- lr: 0.001 train loss: 1.9541 val loss: 0.5862 Epoch 91/100 ---------- lr: 0.001 train loss: 1.9888 val loss: 0.5248 Epoch 92/100 ---------- lr: 0.001 train loss: 1.9048 val loss: 0.4837 Epoch 93/100 ---------- lr: 0.001 train loss: 1.8976 val loss: 0.4800 Epoch 94/100 ---------- lr: 0.001 train loss: 1.9027 val loss: 0.4790 Epoch 95/100 ---------- lr: 0.001 train loss: 1.9969 val loss: 0.5878 Epoch 96/100 ---------- lr: 0.001 train loss: 1.9411 val loss: 0.5334 Epoch 97/100 ---------- lr: 0.001 train loss: 1.8999 val loss: 0.4765 Epoch 98/100 ---------- lr: 0.001 train loss: 1.8873 val loss: 0.4565 Epoch 99/100 ---------- lr: 0.001 train loss: 1.8808 val loss: 0.4637 Epoch 100/100 ---------- lr: 0.001 train loss: 1.9037 val loss: 0.4678 Training complete in 15m 8s Best val loss: 0.4565 at epoch 98 Val MSE at best epoch: 0.1849