Epoch 1/100 ---------- lr: 0.005 train loss: 8.5744 val loss: 3.8621 Epoch 2/100 ---------- lr: 0.005 train loss: 4.1304 val loss: 3.1304 Epoch 3/100 ---------- lr: 0.005 train loss: 3.6364 val loss: 2.8734 Epoch 4/100 ---------- lr: 0.005 train loss: 3.0372 val loss: 2.6227 Epoch 5/100 ---------- lr: 0.005 train loss: 2.9373 val loss: 1.9759 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4194 val loss: 1.6661 Epoch 7/100 ---------- lr: 0.005 train loss: 2.1954 val loss: 1.6586 Epoch 8/100 ---------- lr: 0.005 train loss: 1.9485 val loss: 1.5413 Epoch 9/100 ---------- lr: 0.005 train loss: 2.0674 val loss: 1.3723 Epoch 10/100 ---------- lr: 0.005 train loss: 1.7818 val loss: 1.1264 Epoch 11/100 ---------- lr: 0.005 train loss: 1.5934 val loss: 1.1594 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7445 val loss: 1.1888 Epoch 13/100 ---------- lr: 0.005 train loss: 1.4332 val loss: 0.8484 Epoch 14/100 ---------- lr: 0.005 train loss: 1.3030 val loss: 0.7363 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5681 val loss: 1.4428 Epoch 16/100 ---------- lr: 0.005 train loss: 1.7943 val loss: 0.9362 Epoch 17/100 ---------- lr: 0.005 train loss: 1.3443 val loss: 0.7976 Epoch 18/100 ---------- lr: 0.005 train loss: 1.3443 val loss: 0.7816 Epoch 19/100 ---------- lr: 0.005 train loss: 1.1411 val loss: 0.6555 Epoch 20/100 ---------- lr: 0.005 train loss: 1.1635 val loss: 0.6365 Epoch 21/100 ---------- lr: 0.005 train loss: 1.1940 val loss: 0.5816 Epoch 22/100 ---------- lr: 0.005 train loss: 1.0965 val loss: 0.7325 Epoch 23/100 ---------- lr: 0.005 train loss: 1.1176 val loss: 0.5420 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0235 val loss: 0.5697 Epoch 25/100 ---------- lr: 0.005 train loss: 1.1024 val loss: 0.4650 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3246 val loss: 0.6582 Epoch 27/100 ---------- lr: 0.005 train loss: 1.0794 val loss: 0.4156 Epoch 28/100 ---------- lr: 0.005 train loss: 0.8764 val loss: 0.3674 Epoch 29/100 ---------- lr: 0.005 train loss: 0.8916 val loss: 0.4031 Epoch 30/100 ---------- lr: 0.005 train loss: 1.1195 val loss: 1.0230 Epoch 31/100 ---------- lr: 0.005 train loss: 1.1164 val loss: 0.4047 Epoch 32/100 ---------- lr: 0.005 train loss: 0.8908 val loss: 0.4229 Epoch 33/100 ---------- lr: 0.005 train loss: 0.8256 val loss: 0.3056 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8180 val loss: 0.3409 Epoch 35/100 ---------- lr: 0.005 train loss: 1.0195 val loss: 1.0493 Epoch 36/100 ---------- lr: 0.005 train loss: 1.7468 val loss: 1.0589 Epoch 37/100 ---------- lr: 0.005 train loss: 1.3195 val loss: 0.5557 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9626 val loss: 0.4360 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1884 val loss: 0.8181 Epoch 40/100 ---------- lr: 0.005 train loss: 1.1047 val loss: 0.4545 Epoch 41/100 ---------- lr: 0.005 train loss: 0.9989 val loss: 0.5638 Epoch 42/100 ---------- lr: 0.005 train loss: 0.9163 val loss: 0.3981 Epoch 43/100 ---------- lr: 0.005 train loss: 0.8681 val loss: 0.3419 Epoch 44/100 ---------- lr: 0.005 train loss: 0.8462 val loss: 0.3502 Epoch 45/100 ---------- lr: 0.005 train loss: 0.7873 val loss: 0.3386 Epoch 46/100 ---------- lr: 0.005 train loss: 0.8361 val loss: 0.4263 Epoch 47/100 ---------- lr: 0.005 train loss: 0.8241 val loss: 0.3473 Epoch 48/100 ---------- lr: 0.005 train loss: 0.9481 val loss: 0.4222 Epoch 49/100 ---------- lr: 0.005 train loss: 0.9078 val loss: 0.3373 Epoch 50/100 ---------- lr: 0.005 train loss: 0.9223 val loss: 0.5152 Epoch 51/100 ---------- lr: 0.005 train loss: 1.0183 val loss: 0.4270 Epoch 52/100 ---------- lr: 0.005 train loss: 0.8339 val loss: 0.4070 Epoch 53/100 ---------- lr: 0.005 train loss: 0.7631 val loss: 0.2937 Epoch 54/100 ---------- lr: 0.005 train loss: 1.1603 val loss: 1.4674 Epoch 55/100 ---------- lr: 0.005 train loss: 4.3939 val loss: 3.5641 Epoch 56/100 ---------- lr: 0.005 train loss: 4.1388 val loss: 2.9122 Epoch 57/100 ---------- lr: 0.005 train loss: 3.3447 val loss: 2.8834 Epoch 58/100 ---------- lr: 0.005 train loss: 2.9593 val loss: 2.6768 Epoch 59/100 ---------- lr: 0.005 train loss: 3.1504 val loss: 2.6816 Epoch 60/100 ---------- lr: 0.005 train loss: 4.3803 val loss: 3.8190 Epoch 61/100 ---------- lr: 0.005 train loss: 4.8527 val loss: 3.7093 Epoch 62/100 ---------- lr: 0.005 train loss: 4.4537 val loss: 3.2938 Epoch 63/100 ---------- lr: 0.005 train loss: 3.9175 val loss: 3.0863 Epoch 64/100 ---------- lr: 0.005 train loss: 3.7439 val loss: 2.9378 Epoch 65/100 ---------- lr: 0.005 train loss: 3.5047 val loss: 2.7848 Epoch 66/100 ---------- lr: 0.005 train loss: 3.6253 val loss: 2.7031 Epoch 67/100 ---------- lr: 0.005 train loss: 3.1712 val loss: 2.7184 Epoch 68/100 ---------- lr: 0.005 train loss: 3.0175 val loss: 2.3384 Epoch 69/100 ---------- lr: 0.005 train loss: 2.9855 val loss: 2.4241 Epoch 70/100 ---------- lr: 0.005 train loss: 2.9123 val loss: 2.2320 Epoch 71/100 ---------- lr: 0.005 train loss: 2.7483 val loss: 2.0687 Epoch 72/100 ---------- lr: 0.005 train loss: 2.6277 val loss: 2.0313 Epoch 73/100 ---------- lr: 0.005 train loss: 2.7382 val loss: 2.2546 Epoch 74/100 ---------- lr: 0.005 train loss: 2.7650 val loss: 2.1339 Epoch 75/100 ---------- lr: 0.0025 train loss: 2.5558 val loss: 1.9672 Epoch 76/100 ---------- lr: 0.0025 train loss: 2.4713 val loss: 1.8818 Epoch 77/100 ---------- lr: 0.0025 train loss: 2.3477 val loss: 1.7439 Epoch 78/100 ---------- lr: 0.0025 train loss: 2.5565 val loss: 2.0616 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.6622 val loss: 2.1979 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.0410 val loss: 2.3438 Epoch 81/100 ---------- lr: 0.0025 train loss: 2.8584 val loss: 2.1100 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.9817 val loss: 2.2388 Epoch 83/100 ---------- lr: 0.0025 train loss: 2.8891 val loss: 1.9584 Epoch 84/100 ---------- lr: 0.0025 train loss: 2.7145 val loss: 1.9079 Epoch 85/100 ---------- lr: 0.0025 train loss: 2.6757 val loss: 1.9474 Epoch 86/100 ---------- lr: 0.0025 train loss: 2.5842 val loss: 1.8720 Epoch 87/100 ---------- lr: 0.0025 train loss: 2.5604 val loss: 2.2003 Epoch 88/100 ---------- lr: 0.0025 train loss: 2.5887 val loss: 2.1111 Epoch 89/100 ---------- lr: 0.0025 train loss: 2.5692 val loss: 1.7632 Epoch 90/100 ---------- lr: 0.0025 train loss: 2.6515 val loss: 2.0010 Epoch 91/100 ---------- lr: 0.0025 train loss: 2.7391 val loss: 2.1822 Epoch 92/100 ---------- lr: 0.0025 train loss: 2.8476 val loss: 2.1072 Epoch 93/100 ---------- lr: 0.0025 train loss: 2.9412 val loss: 2.1772 Epoch 94/100 ---------- lr: 0.0025 train loss: 3.0507 val loss: 2.7223 Epoch 95/100 ---------- lr: 0.0025 train loss: 3.3369 val loss: 2.7016 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.0514 val loss: 2.3568 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.8934 val loss: 2.2431 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.0311 val loss: 2.4372 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.0024 val loss: 2.4744 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.9091 val loss: 2.4474 Training complete in 11m 37s Best val loss: 0.2937 at epoch 53 Val MSE at best epoch: 0.1248