Epoch 1/100 ---------- lr: 0.001 train loss: 23.3741 val loss: 4.7400 Epoch 2/100 ---------- lr: 0.001 train loss: 5.2450 val loss: 3.6158 Epoch 3/100 ---------- lr: 0.001 train loss: 4.3591 val loss: 3.2814 Epoch 4/100 ---------- lr: 0.001 train loss: 3.8193 val loss: 2.5654 Epoch 5/100 ---------- lr: 0.001 train loss: 3.3941 val loss: 2.2430 Epoch 6/100 ---------- lr: 0.001 train loss: 3.2930 val loss: 2.0631 Epoch 7/100 ---------- lr: 0.001 train loss: 2.8921 val loss: 1.7967 Epoch 8/100 ---------- lr: 0.001 train loss: 2.6747 val loss: 2.0336 Epoch 9/100 ---------- lr: 0.001 train loss: 2.6715 val loss: 1.6786 Epoch 10/100 ---------- lr: 0.001 train loss: 2.4682 val loss: 1.7132 Epoch 11/100 ---------- lr: 0.001 train loss: 2.2447 val loss: 1.3332 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2070 val loss: 1.3094 Epoch 13/100 ---------- lr: 0.001 train loss: 2.1370 val loss: 1.1958 Epoch 14/100 ---------- lr: 0.001 train loss: 2.0596 val loss: 1.1446 Epoch 15/100 ---------- lr: 0.001 train loss: 1.9379 val loss: 1.1651 Epoch 16/100 ---------- lr: 0.001 train loss: 1.9184 val loss: 1.0029 Epoch 17/100 ---------- lr: 0.001 train loss: 1.8668 val loss: 1.5339 Epoch 18/100 ---------- lr: 0.001 train loss: 1.9925 val loss: 0.9564 Epoch 19/100 ---------- lr: 0.001 train loss: 1.6725 val loss: 0.8486 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6608 val loss: 0.8458 Epoch 21/100 ---------- lr: 0.001 train loss: 1.5740 val loss: 0.7236 Epoch 22/100 ---------- lr: 0.001 train loss: 1.5661 val loss: 0.7265 Epoch 23/100 ---------- lr: 0.001 train loss: 1.5689 val loss: 0.7240 Epoch 24/100 ---------- lr: 0.001 train loss: 1.6188 val loss: 0.7177 Epoch 25/100 ---------- lr: 0.001 train loss: 1.4651 val loss: 0.6395 Epoch 26/100 ---------- lr: 0.001 train loss: 1.4607 val loss: 0.7449 Epoch 27/100 ---------- lr: 0.001 train loss: 1.6031 val loss: 0.6408 Epoch 28/100 ---------- lr: 0.001 train loss: 1.3885 val loss: 0.5783 Epoch 29/100 ---------- lr: 0.001 train loss: 1.3477 val loss: 0.5515 Epoch 30/100 ---------- lr: 0.001 train loss: 1.5906 val loss: 0.7561 Epoch 31/100 ---------- lr: 0.001 train loss: 1.5916 val loss: 0.9212 Epoch 32/100 ---------- lr: 0.001 train loss: 1.4689 val loss: 0.5842 Epoch 33/100 ---------- lr: 0.001 train loss: 1.3434 val loss: 0.5556 Epoch 34/100 ---------- lr: 0.001 train loss: 1.2948 val loss: 0.5891 Epoch 35/100 ---------- lr: 0.001 train loss: 1.3081 val loss: 0.5506 Epoch 36/100 ---------- lr: 0.001 train loss: 1.2656 val loss: 0.5346 Epoch 37/100 ---------- lr: 0.001 train loss: 1.2541 val loss: 0.4893 Epoch 38/100 ---------- lr: 0.001 train loss: 1.2252 val loss: 0.4875 Epoch 39/100 ---------- lr: 0.001 train loss: 1.2305 val loss: 0.5435 Epoch 40/100 ---------- lr: 0.001 train loss: 1.3371 val loss: 0.5220 Epoch 41/100 ---------- lr: 0.001 train loss: 1.2021 val loss: 0.4417 Epoch 42/100 ---------- lr: 0.001 train loss: 1.3160 val loss: 0.5214 Epoch 43/100 ---------- lr: 0.001 train loss: 1.2081 val loss: 0.4370 Epoch 44/100 ---------- lr: 0.001 train loss: 1.1654 val loss: 0.4123 Epoch 45/100 ---------- lr: 0.001 train loss: 1.1649 val loss: 0.4107 Epoch 46/100 ---------- lr: 0.001 train loss: 1.2226 val loss: 0.5177 Epoch 47/100 ---------- lr: 0.001 train loss: 1.1820 val loss: 0.4212 Epoch 48/100 ---------- lr: 0.001 train loss: 1.1393 val loss: 0.4081 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2748 val loss: 0.4770 Epoch 50/100 ---------- lr: 0.001 train loss: 1.2743 val loss: 0.4568 Epoch 51/100 ---------- lr: 0.001 train loss: 1.1341 val loss: 0.3940 Epoch 52/100 ---------- lr: 0.001 train loss: 1.1027 val loss: 0.3728 Epoch 53/100 ---------- lr: 0.001 train loss: 1.1067 val loss: 0.4682 Epoch 54/100 ---------- lr: 0.001 train loss: 1.1135 val loss: 0.3884 Epoch 55/100 ---------- lr: 0.001 train loss: 1.0957 val loss: 0.3790 Epoch 56/100 ---------- lr: 0.001 train loss: 1.1480 val loss: 0.4633 Epoch 57/100 ---------- lr: 0.001 train loss: 1.3059 val loss: 0.5373 Epoch 58/100 ---------- lr: 0.001 train loss: 1.2642 val loss: 0.4508 Epoch 59/100 ---------- lr: 0.001 train loss: 1.1293 val loss: 0.3637 Epoch 60/100 ---------- lr: 0.001 train loss: 1.0739 val loss: 0.3371 Epoch 61/100 ---------- lr: 0.001 train loss: 1.0609 val loss: 0.3603 Epoch 62/100 ---------- lr: 0.001 train loss: 1.0794 val loss: 0.3559 Epoch 63/100 ---------- lr: 0.001 train loss: 1.0595 val loss: 0.3314 Epoch 64/100 ---------- lr: 0.001 train loss: 1.0659 val loss: 0.5487 Epoch 65/100 ---------- lr: 0.001 train loss: 1.0907 val loss: 0.3315 Epoch 66/100 ---------- lr: 0.001 train loss: 1.0353 val loss: 0.3241 Epoch 67/100 ---------- lr: 0.001 train loss: 1.0474 val loss: 0.3281 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0409 val loss: 0.3190 Epoch 69/100 ---------- lr: 0.001 train loss: 1.0393 val loss: 0.3840 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0789 val loss: 0.4549 Epoch 71/100 ---------- lr: 0.001 train loss: 1.0284 val loss: 0.2996 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0179 val loss: 0.2904 Epoch 73/100 ---------- lr: 0.001 train loss: 1.0122 val loss: 0.3931 Epoch 74/100 ---------- lr: 0.001 train loss: 1.0840 val loss: 0.2987 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0109 val loss: 0.3031 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0502 val loss: 0.3034 Epoch 77/100 ---------- lr: 0.001 train loss: 1.0071 val loss: 0.2918 Epoch 78/100 ---------- lr: 0.001 train loss: 1.0034 val loss: 0.3313 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0219 val loss: 0.3047 Epoch 80/100 ---------- lr: 0.001 train loss: 1.0118 val loss: 0.3142 Epoch 81/100 ---------- lr: 0.001 train loss: 1.0286 val loss: 0.3026 Epoch 82/100 ---------- lr: 0.001 train loss: 0.9837 val loss: 0.2682 Epoch 83/100 ---------- lr: 0.001 train loss: 0.9777 val loss: 0.2773 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0219 val loss: 0.4433 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0679 val loss: 0.2660 Epoch 86/100 ---------- lr: 0.001 train loss: 0.9786 val loss: 0.2642 Epoch 87/100 ---------- lr: 0.001 train loss: 0.9722 val loss: 0.2580 Epoch 88/100 ---------- lr: 0.001 train loss: 0.9731 val loss: 0.2651 Epoch 89/100 ---------- lr: 0.001 train loss: 0.9868 val loss: 0.2528 Epoch 90/100 ---------- lr: 0.001 train loss: 0.9740 val loss: 0.3261 Epoch 91/100 ---------- lr: 0.001 train loss: 0.9685 val loss: 0.3115 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0063 val loss: 0.3460 Epoch 93/100 ---------- lr: 0.001 train loss: 0.9990 val loss: 0.2686 Epoch 94/100 ---------- lr: 0.001 train loss: 1.0494 val loss: 0.3085 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9729 val loss: 0.2457 Epoch 96/100 ---------- lr: 0.001 train loss: 0.9579 val loss: 0.2426 Epoch 97/100 ---------- lr: 0.001 train loss: 0.9467 val loss: 0.2563 Epoch 98/100 ---------- lr: 0.001 train loss: 1.0437 val loss: 0.3091 Epoch 99/100 ---------- lr: 0.001 train loss: 0.9875 val loss: 0.2498 Epoch 100/100 ---------- lr: 0.001 train loss: 0.9600 val loss: 0.2673 Training complete in 8m 54s Best val loss: 0.2426 at epoch 96 Val MSE at best epoch: 0.0986