Epoch 1/100 ---------- lr: 0.005 train loss: 7.3406 val loss: 3.6591 Epoch 2/100 ---------- lr: 0.005 train loss: 3.8143 val loss: 2.7455 Epoch 3/100 ---------- lr: 0.005 train loss: 3.3432 val loss: 2.1675 Epoch 4/100 ---------- lr: 0.005 train loss: 2.8754 val loss: 2.5485 Epoch 5/100 ---------- lr: 0.005 train loss: 2.6573 val loss: 1.6637 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4148 val loss: 1.7524 Epoch 7/100 ---------- lr: 0.005 train loss: 2.3911 val loss: 1.5391 Epoch 8/100 ---------- lr: 0.005 train loss: 2.1081 val loss: 1.2782 Epoch 9/100 ---------- lr: 0.005 train loss: 1.9054 val loss: 1.0911 Epoch 10/100 ---------- lr: 0.005 train loss: 1.9194 val loss: 1.0787 Epoch 11/100 ---------- lr: 0.005 train loss: 2.2605 val loss: 1.4133 Epoch 12/100 ---------- lr: 0.005 train loss: 1.8194 val loss: 1.0013 Epoch 13/100 ---------- lr: 0.005 train loss: 1.6670 val loss: 0.9673 Epoch 14/100 ---------- lr: 0.005 train loss: 1.6067 val loss: 0.8591 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5806 val loss: 0.9363 Epoch 16/100 ---------- lr: 0.005 train loss: 1.5761 val loss: 1.2003 Epoch 17/100 ---------- lr: 0.005 train loss: 1.5974 val loss: 0.8892 Epoch 18/100 ---------- lr: 0.005 train loss: 1.4974 val loss: 0.8379 Epoch 19/100 ---------- lr: 0.005 train loss: 1.4210 val loss: 0.6539 Epoch 20/100 ---------- lr: 0.005 train loss: 1.4388 val loss: 0.7453 Epoch 21/100 ---------- lr: 0.005 train loss: 1.4339 val loss: 0.8516 Epoch 22/100 ---------- lr: 0.005 train loss: 1.4891 val loss: 0.7192 Epoch 23/100 ---------- lr: 0.005 train loss: 1.4267 val loss: 0.6650 Epoch 24/100 ---------- lr: 0.005 train loss: 1.2705 val loss: 0.5721 Epoch 25/100 ---------- lr: 0.005 train loss: 1.2833 val loss: 0.5793 Epoch 26/100 ---------- lr: 0.005 train loss: 1.2585 val loss: 0.5701 Epoch 27/100 ---------- lr: 0.005 train loss: 1.2600 val loss: 0.5163 Epoch 28/100 ---------- lr: 0.005 train loss: 1.5089 val loss: 0.7103 Epoch 29/100 ---------- lr: 0.005 train loss: 1.2722 val loss: 0.8186 Epoch 30/100 ---------- lr: 0.005 train loss: 1.4295 val loss: 0.6017 Epoch 31/100 ---------- lr: 0.005 train loss: 1.2035 val loss: 0.5914 Epoch 32/100 ---------- lr: 0.005 train loss: 1.1758 val loss: 0.4568 Epoch 33/100 ---------- lr: 0.005 train loss: 1.1931 val loss: 0.5631 Epoch 34/100 ---------- lr: 0.005 train loss: 1.1558 val loss: 0.4338 Epoch 35/100 ---------- lr: 0.005 train loss: 1.3131 val loss: 0.6692 Epoch 36/100 ---------- lr: 0.005 train loss: 1.1937 val loss: 0.4995 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1197 val loss: 0.4993 Epoch 38/100 ---------- lr: 0.005 train loss: 1.2347 val loss: 0.4887 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1370 val loss: 0.5350 Epoch 40/100 ---------- lr: 0.005 train loss: 1.2302 val loss: 0.4830 Epoch 41/100 ---------- lr: 0.005 train loss: 1.0993 val loss: 0.4708 Epoch 42/100 ---------- lr: 0.005 train loss: 1.2211 val loss: 0.5029 Epoch 43/100 ---------- lr: 0.005 train loss: 1.2248 val loss: 0.5195 Epoch 44/100 ---------- lr: 0.005 train loss: 1.0820 val loss: 0.3854 Epoch 45/100 ---------- lr: 0.005 train loss: 1.0439 val loss: 0.4108 Epoch 46/100 ---------- lr: 0.005 train loss: 1.0761 val loss: 0.4743 Epoch 47/100 ---------- lr: 0.005 train loss: 1.0886 val loss: 0.4355 Epoch 48/100 ---------- lr: 0.005 train loss: 1.1601 val loss: 0.4419 Epoch 49/100 ---------- lr: 0.005 train loss: 1.0675 val loss: 0.3794 Epoch 50/100 ---------- lr: 0.005 train loss: 1.0476 val loss: 0.4439 Epoch 51/100 ---------- lr: 0.005 train loss: 1.0658 val loss: 0.4697 Epoch 52/100 ---------- lr: 0.005 train loss: 1.0904 val loss: 0.4499 Epoch 53/100 ---------- lr: 0.005 train loss: 1.0405 val loss: 0.3779 Epoch 54/100 ---------- lr: 0.005 train loss: 1.0332 val loss: 0.4066 Epoch 55/100 ---------- lr: 0.005 train loss: 1.0850 val loss: 0.5076 Epoch 56/100 ---------- lr: 0.005 train loss: 1.2093 val loss: 0.4289 Epoch 57/100 ---------- lr: 0.005 train loss: 1.0383 val loss: 0.3789 Epoch 58/100 ---------- lr: 0.005 train loss: 1.0120 val loss: 0.3416 Epoch 59/100 ---------- lr: 0.005 train loss: 1.0024 val loss: 0.4038 Epoch 60/100 ---------- lr: 0.005 train loss: 1.0280 val loss: 0.3614 Epoch 61/100 ---------- lr: 0.005 train loss: 1.0237 val loss: 0.3546 Epoch 62/100 ---------- lr: 0.005 train loss: 1.0468 val loss: 0.3715 Epoch 63/100 ---------- lr: 0.005 train loss: 1.0552 val loss: 0.3478 Epoch 64/100 ---------- lr: 0.005 train loss: 0.9907 val loss: 0.3477 Epoch 65/100 ---------- lr: 0.005 train loss: 1.0149 val loss: 0.4626 Epoch 66/100 ---------- lr: 0.005 train loss: 1.1214 val loss: 0.4822 Epoch 67/100 ---------- lr: 0.005 train loss: 1.0635 val loss: 0.3693 Epoch 68/100 ---------- lr: 0.005 train loss: 0.9735 val loss: 0.3446 Epoch 69/100 ---------- lr: 0.005 train loss: 0.9836 val loss: 0.3576 Epoch 70/100 ---------- lr: 0.005 train loss: 1.1295 val loss: 0.7613 Epoch 71/100 ---------- lr: 0.005 train loss: 1.3459 val loss: 0.5022 Epoch 72/100 ---------- lr: 0.005 train loss: 1.0557 val loss: 0.4331 Epoch 73/100 ---------- lr: 0.005 train loss: 0.9982 val loss: 0.3319 Epoch 74/100 ---------- lr: 0.005 train loss: 0.9955 val loss: 0.3700 Epoch 75/100 ---------- lr: 0.005 train loss: 0.9839 val loss: 0.3502 Epoch 76/100 ---------- lr: 0.005 train loss: 1.1164 val loss: 0.3576 Epoch 77/100 ---------- lr: 0.005 train loss: 0.9854 val loss: 0.3296 Epoch 78/100 ---------- lr: 0.005 train loss: 0.9773 val loss: 0.3847 Epoch 79/100 ---------- lr: 0.005 train loss: 0.9943 val loss: 0.3151 Epoch 80/100 ---------- lr: 0.005 train loss: 1.0710 val loss: 0.4268 Epoch 81/100 ---------- lr: 0.005 train loss: 1.1021 val loss: 0.3506 Epoch 82/100 ---------- lr: 0.005 train loss: 0.9752 val loss: 0.3254 Epoch 83/100 ---------- lr: 0.005 train loss: 1.0352 val loss: 0.4468 Epoch 84/100 ---------- lr: 0.005 train loss: 1.3227 val loss: 1.1773 Epoch 85/100 ---------- lr: 0.005 train loss: 1.4937 val loss: 0.6609 Epoch 86/100 ---------- lr: 0.005 train loss: 1.2026 val loss: 0.4914 Epoch 87/100 ---------- lr: 0.005 train loss: 1.0743 val loss: 0.3536 Epoch 88/100 ---------- lr: 0.005 train loss: 1.0147 val loss: 0.3547 Epoch 89/100 ---------- lr: 0.005 train loss: 1.0148 val loss: 0.3482 Epoch 90/100 ---------- lr: 0.005 train loss: 1.0368 val loss: 0.3878 Epoch 91/100 ---------- lr: 0.005 train loss: 0.9997 val loss: 0.3095 Epoch 92/100 ---------- lr: 0.005 train loss: 0.9982 val loss: 0.3018 Epoch 93/100 ---------- lr: 0.005 train loss: 1.4367 val loss: 0.7443 Epoch 94/100 ---------- lr: 0.005 train loss: 1.2689 val loss: 0.4878 Epoch 95/100 ---------- lr: 0.005 train loss: 1.0856 val loss: 0.3840 Epoch 96/100 ---------- lr: 0.005 train loss: 1.0341 val loss: 0.3510 Epoch 97/100 ---------- lr: 0.005 train loss: 0.9972 val loss: 0.3532 Epoch 98/100 ---------- lr: 0.005 train loss: 0.9823 val loss: 0.3175 Epoch 99/100 ---------- lr: 0.005 train loss: 0.9889 val loss: 0.3504 Epoch 100/100 ---------- lr: 0.005 train loss: 0.9778 val loss: 0.3383 Training complete in 7m 30s Best val loss: 0.3018 at epoch 92 Val MSE at best epoch: 0.1276