Epoch 1/100 ---------- lr: 0.005 train loss: 12.4756 val loss: 4.0829 Epoch 2/100 ---------- lr: 0.005 train loss: 4.9225 val loss: 3.4011 Epoch 3/100 ---------- lr: 0.005 train loss: 4.3311 val loss: 2.9693 Epoch 4/100 ---------- lr: 0.005 train loss: 3.9202 val loss: 2.3991 Epoch 5/100 ---------- lr: 0.005 train loss: 3.7512 val loss: 2.3177 Epoch 6/100 ---------- lr: 0.005 train loss: 3.5307 val loss: 1.8271 Epoch 7/100 ---------- lr: 0.005 train loss: 3.3987 val loss: 1.7301 Epoch 8/100 ---------- lr: 0.005 train loss: 3.2776 val loss: 1.5386 Epoch 9/100 ---------- lr: 0.005 train loss: 3.1136 val loss: 1.7066 Epoch 10/100 ---------- lr: 0.005 train loss: 3.0081 val loss: 1.5498 Epoch 11/100 ---------- lr: 0.005 train loss: 3.1868 val loss: 3.4546 Epoch 12/100 ---------- lr: 0.005 train loss: 3.7439 val loss: 1.4067 Epoch 13/100 ---------- lr: 0.005 train loss: 2.9518 val loss: 1.3312 Epoch 14/100 ---------- lr: 0.005 train loss: 2.7371 val loss: 1.1812 Epoch 15/100 ---------- lr: 0.005 train loss: 2.6743 val loss: 1.1619 Epoch 16/100 ---------- lr: 0.005 train loss: 2.6628 val loss: 1.1361 Epoch 17/100 ---------- lr: 0.005 train loss: 2.7215 val loss: 1.1189 Epoch 18/100 ---------- lr: 0.005 train loss: 2.5566 val loss: 1.0454 Epoch 19/100 ---------- lr: 0.005 train loss: 2.4348 val loss: 0.9476 Epoch 20/100 ---------- lr: 0.005 train loss: 2.7984 val loss: 2.3701 Epoch 21/100 ---------- lr: 0.005 train loss: 2.8145 val loss: 1.0307 Epoch 22/100 ---------- lr: 0.005 train loss: 2.3876 val loss: 0.8801 Epoch 23/100 ---------- lr: 0.005 train loss: 2.3977 val loss: 1.5561 Epoch 24/100 ---------- lr: 0.005 train loss: 2.5238 val loss: 1.2749 Epoch 25/100 ---------- lr: 0.005 train loss: 2.4480 val loss: 0.8789 Epoch 26/100 ---------- lr: 0.005 train loss: 2.2780 val loss: 0.7965 Epoch 27/100 ---------- lr: 0.005 train loss: 2.2661 val loss: 0.8400 Epoch 28/100 ---------- lr: 0.005 train loss: 2.2885 val loss: 0.9466 Epoch 29/100 ---------- lr: 0.005 train loss: 2.2402 val loss: 0.7425 Epoch 30/100 ---------- lr: 0.005 train loss: 2.2500 val loss: 0.9269 Epoch 31/100 ---------- lr: 0.005 train loss: 2.2053 val loss: 0.9596 Epoch 32/100 ---------- lr: 0.005 train loss: 2.2003 val loss: 0.7903 Epoch 33/100 ---------- lr: 0.005 train loss: 2.1768 val loss: 0.7851 Epoch 34/100 ---------- lr: 0.005 train loss: 2.1222 val loss: 0.6393 Epoch 35/100 ---------- lr: 0.005 train loss: 2.1776 val loss: 0.8879 Epoch 36/100 ---------- lr: 0.005 train loss: 2.2313 val loss: 0.8475 Epoch 37/100 ---------- lr: 0.005 train loss: 2.3544 val loss: 1.1695 Epoch 38/100 ---------- lr: 0.005 train loss: 2.3441 val loss: 0.8364 Epoch 39/100 ---------- lr: 0.005 train loss: 2.2075 val loss: 0.7015 Epoch 40/100 ---------- lr: 0.005 train loss: 2.0914 val loss: 0.6993 Epoch 41/100 ---------- lr: 0.005 train loss: 2.1210 val loss: 0.6860 Epoch 42/100 ---------- lr: 0.005 train loss: 2.3794 val loss: 1.1503 Epoch 43/100 ---------- lr: 0.005 train loss: 2.2497 val loss: 0.7097 Epoch 44/100 ---------- lr: 0.005 train loss: 2.0900 val loss: 0.6448 Epoch 45/100 ---------- lr: 0.005 train loss: 2.0785 val loss: 0.6283 Epoch 46/100 ---------- lr: 0.005 train loss: 2.0903 val loss: 0.6769 Epoch 47/100 ---------- lr: 0.005 train loss: 2.0775 val loss: 0.8040 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0741 val loss: 0.7328 Epoch 49/100 ---------- lr: 0.005 train loss: 2.1026 val loss: 0.9373 Epoch 50/100 ---------- lr: 0.005 train loss: 2.1519 val loss: 0.6330 Epoch 51/100 ---------- lr: 0.005 train loss: 2.0610 val loss: 0.7001 Epoch 52/100 ---------- lr: 0.005 train loss: 2.0343 val loss: 0.5835 Epoch 53/100 ---------- lr: 0.005 train loss: 2.0513 val loss: 0.6400 Epoch 54/100 ---------- lr: 0.005 train loss: 1.9887 val loss: 0.6353 Epoch 55/100 ---------- lr: 0.005 train loss: 1.9814 val loss: 0.6457 Epoch 56/100 ---------- lr: 0.005 train loss: 1.9655 val loss: 0.6460 Epoch 57/100 ---------- lr: 0.005 train loss: 2.3233 val loss: 0.6234 Epoch 58/100 ---------- lr: 0.005 train loss: 2.0255 val loss: 0.5428 Epoch 59/100 ---------- lr: 0.005 train loss: 1.9495 val loss: 0.5782 Epoch 60/100 ---------- lr: 0.005 train loss: 1.9529 val loss: 0.5891 Epoch 61/100 ---------- lr: 0.005 train loss: 2.2611 val loss: 0.9278 Epoch 62/100 ---------- lr: 0.005 train loss: 2.1706 val loss: 0.7252 Epoch 63/100 ---------- lr: 0.005 train loss: 1.9973 val loss: 0.6480 Epoch 64/100 ---------- lr: 0.005 train loss: 1.9553 val loss: 0.5599 Epoch 65/100 ---------- lr: 0.005 train loss: 2.0436 val loss: 0.5887 Epoch 66/100 ---------- lr: 0.005 train loss: 2.0504 val loss: 0.7458 Epoch 67/100 ---------- lr: 0.005 train loss: 2.0117 val loss: 0.6116 Epoch 68/100 ---------- lr: 0.005 train loss: 1.9568 val loss: 0.5807 Epoch 69/100 ---------- lr: 0.005 train loss: 2.0080 val loss: 0.6718 Epoch 70/100 ---------- lr: 0.005 train loss: 2.0240 val loss: 0.5720 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9340 val loss: 0.5557 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9121 val loss: 0.5561 Epoch 73/100 ---------- lr: 0.005 train loss: 2.2542 val loss: 1.1394 Epoch 74/100 ---------- lr: 0.005 train loss: 2.2145 val loss: 0.5824 Epoch 75/100 ---------- lr: 0.005 train loss: 1.9832 val loss: 0.5681 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9289 val loss: 0.5487 Epoch 77/100 ---------- lr: 0.005 train loss: 2.0695 val loss: 0.6099 Epoch 78/100 ---------- lr: 0.005 train loss: 1.9297 val loss: 0.5601 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9232 val loss: 0.5014 Epoch 80/100 ---------- lr: 0.005 train loss: 2.1007 val loss: 0.8195 Epoch 81/100 ---------- lr: 0.005 train loss: 2.1466 val loss: 0.6235 Epoch 82/100 ---------- lr: 0.005 train loss: 1.9906 val loss: 0.5777 Epoch 83/100 ---------- lr: 0.005 train loss: 1.9563 val loss: 0.6067 Epoch 84/100 ---------- lr: 0.005 train loss: 1.9414 val loss: 0.6338 Epoch 85/100 ---------- lr: 0.005 train loss: 1.9869 val loss: 0.5632 Epoch 86/100 ---------- lr: 0.005 train loss: 1.9429 val loss: 0.6077 Epoch 87/100 ---------- lr: 0.005 train loss: 1.9675 val loss: 0.5343 Epoch 88/100 ---------- lr: 0.005 train loss: 1.9859 val loss: 0.7100 Epoch 89/100 ---------- lr: 0.005 train loss: 1.9469 val loss: 0.5803 Epoch 90/100 ---------- lr: 0.005 train loss: 1.8924 val loss: 0.5656 Epoch 91/100 ---------- lr: 0.005 train loss: 2.1820 val loss: 0.8406 Epoch 92/100 ---------- lr: 0.005 train loss: 2.4567 val loss: 0.9102 Epoch 93/100 ---------- lr: 0.005 train loss: 2.0949 val loss: 0.6168 Epoch 94/100 ---------- lr: 0.005 train loss: 1.9517 val loss: 0.5873 Epoch 95/100 ---------- lr: 0.005 train loss: 1.9300 val loss: 0.5478 Epoch 96/100 ---------- lr: 0.005 train loss: 2.1598 val loss: 0.9022 Epoch 97/100 ---------- lr: 0.005 train loss: 2.1381 val loss: 0.7208 Epoch 98/100 ---------- lr: 0.005 train loss: 2.0576 val loss: 0.7839 Epoch 99/100 ---------- lr: 0.005 train loss: 2.1416 val loss: 0.7868 Epoch 100/100 ---------- lr: 0.005 train loss: 2.1304 val loss: 0.8310 Training complete in 7m 4s Best val loss: 0.5014 at epoch 79 Val MSE at best epoch: 0.2021