Epoch 1/100 ---------- lr: 0.001 train loss: 34.5235 val loss: 7.5707 Epoch 2/100 ---------- lr: 0.001 train loss: 7.1343 val loss: 4.8532 Epoch 3/100 ---------- lr: 0.001 train loss: 5.6385 val loss: 4.6371 Epoch 4/100 ---------- lr: 0.001 train loss: 4.9120 val loss: 3.7651 Epoch 5/100 ---------- lr: 0.001 train loss: 4.4034 val loss: 3.4405 Epoch 6/100 ---------- lr: 0.001 train loss: 3.8867 val loss: 3.1701 Epoch 7/100 ---------- lr: 0.001 train loss: 3.5933 val loss: 2.7421 Epoch 8/100 ---------- lr: 0.001 train loss: 3.2155 val loss: 2.4428 Epoch 9/100 ---------- lr: 0.001 train loss: 3.1592 val loss: 2.4632 Epoch 10/100 ---------- lr: 0.001 train loss: 2.9682 val loss: 2.1116 Epoch 11/100 ---------- lr: 0.001 train loss: 2.7889 val loss: 2.4191 Epoch 12/100 ---------- lr: 0.001 train loss: 2.5683 val loss: 1.7541 Epoch 13/100 ---------- lr: 0.001 train loss: 2.3166 val loss: 1.6797 Epoch 14/100 ---------- lr: 0.001 train loss: 2.3673 val loss: 1.9092 Epoch 15/100 ---------- lr: 0.001 train loss: 2.4370 val loss: 1.6969 Epoch 16/100 ---------- lr: 0.001 train loss: 2.0497 val loss: 1.3940 Epoch 17/100 ---------- lr: 0.001 train loss: 1.8808 val loss: 1.3003 Epoch 18/100 ---------- lr: 0.001 train loss: 1.8867 val loss: 1.2521 Epoch 19/100 ---------- lr: 0.001 train loss: 1.7673 val loss: 1.2821 Epoch 20/100 ---------- lr: 0.001 train loss: 1.7209 val loss: 1.1602 Epoch 21/100 ---------- lr: 0.001 train loss: 1.6883 val loss: 1.1849 Epoch 22/100 ---------- lr: 0.001 train loss: 1.5952 val loss: 1.1013 Epoch 23/100 ---------- lr: 0.001 train loss: 1.5420 val loss: 0.9698 Epoch 24/100 ---------- lr: 0.001 train loss: 1.8689 val loss: 1.3180 Epoch 25/100 ---------- lr: 0.001 train loss: 1.6604 val loss: 0.9632 Epoch 26/100 ---------- lr: 0.001 train loss: 1.4205 val loss: 0.8858 Epoch 27/100 ---------- lr: 0.001 train loss: 1.3891 val loss: 0.9119 Epoch 28/100 ---------- lr: 0.001 train loss: 1.3670 val loss: 0.9359 Epoch 29/100 ---------- lr: 0.001 train loss: 1.3631 val loss: 0.8255 Epoch 30/100 ---------- lr: 0.001 train loss: 1.3017 val loss: 0.7739 Epoch 31/100 ---------- lr: 0.001 train loss: 1.3206 val loss: 0.8658 Epoch 32/100 ---------- lr: 0.001 train loss: 1.2626 val loss: 0.8229 Epoch 33/100 ---------- lr: 0.001 train loss: 1.3139 val loss: 0.6920 Epoch 34/100 ---------- lr: 0.001 train loss: 1.1776 val loss: 0.7164 Epoch 35/100 ---------- lr: 0.001 train loss: 1.1469 val loss: 0.6579 Epoch 36/100 ---------- lr: 0.001 train loss: 1.2120 val loss: 0.6847 Epoch 37/100 ---------- lr: 0.001 train loss: 1.1602 val loss: 0.8116 Epoch 38/100 ---------- lr: 0.001 train loss: 1.4469 val loss: 0.6674 Epoch 39/100 ---------- lr: 0.001 train loss: 1.1120 val loss: 0.5848 Epoch 40/100 ---------- lr: 0.001 train loss: 1.0695 val loss: 0.5563 Epoch 41/100 ---------- lr: 0.001 train loss: 1.0587 val loss: 0.5458 Epoch 42/100 ---------- lr: 0.001 train loss: 1.0442 val loss: 0.5587 Epoch 43/100 ---------- lr: 0.001 train loss: 1.0760 val loss: 0.5824 Epoch 44/100 ---------- lr: 0.001 train loss: 1.0698 val loss: 0.6207 Epoch 45/100 ---------- lr: 0.001 train loss: 1.0117 val loss: 0.5299 Epoch 46/100 ---------- lr: 0.001 train loss: 1.0669 val loss: 0.5157 Epoch 47/100 ---------- lr: 0.001 train loss: 0.9950 val loss: 0.5110 Epoch 48/100 ---------- lr: 0.001 train loss: 0.9708 val loss: 0.5202 Epoch 49/100 ---------- lr: 0.001 train loss: 1.0202 val loss: 0.5984 Epoch 50/100 ---------- lr: 0.001 train loss: 1.0447 val loss: 1.2190 Epoch 51/100 ---------- lr: 0.001 train loss: 1.1099 val loss: 0.4736 Epoch 52/100 ---------- lr: 0.001 train loss: 0.9466 val loss: 0.4920 Epoch 53/100 ---------- lr: 0.001 train loss: 0.9218 val loss: 0.4236 Epoch 54/100 ---------- lr: 0.001 train loss: 0.9141 val loss: 0.4434 Epoch 55/100 ---------- lr: 0.001 train loss: 1.0110 val loss: 0.4386 Epoch 56/100 ---------- lr: 0.001 train loss: 0.9475 val loss: 0.4887 Epoch 57/100 ---------- lr: 0.001 train loss: 0.9140 val loss: 0.4168 Epoch 58/100 ---------- lr: 0.001 train loss: 0.8976 val loss: 0.4315 Epoch 59/100 ---------- lr: 0.001 train loss: 0.8916 val loss: 0.4200 Epoch 60/100 ---------- lr: 0.001 train loss: 0.8845 val loss: 0.3987 Epoch 61/100 ---------- lr: 0.001 train loss: 0.8920 val loss: 0.4319 Epoch 62/100 ---------- lr: 0.001 train loss: 0.8863 val loss: 0.4193 Epoch 63/100 ---------- lr: 0.001 train loss: 0.8929 val loss: 0.3810 Epoch 64/100 ---------- lr: 0.001 train loss: 0.8530 val loss: 0.3945 Epoch 65/100 ---------- lr: 0.001 train loss: 0.9568 val loss: 0.5220 Epoch 66/100 ---------- lr: 0.001 train loss: 0.8849 val loss: 0.3862 Epoch 67/100 ---------- lr: 0.001 train loss: 0.8725 val loss: 0.3854 Epoch 68/100 ---------- lr: 0.001 train loss: 0.8343 val loss: 0.3597 Epoch 69/100 ---------- lr: 0.001 train loss: 1.2925 val loss: 0.5599 Epoch 70/100 ---------- lr: 0.001 train loss: 0.9517 val loss: 0.4169 Epoch 71/100 ---------- lr: 0.001 train loss: 0.8899 val loss: 0.3877 Epoch 72/100 ---------- lr: 0.001 train loss: 0.8480 val loss: 0.3670 Epoch 73/100 ---------- lr: 0.001 train loss: 0.8297 val loss: 0.3531 Epoch 74/100 ---------- lr: 0.001 train loss: 0.8204 val loss: 0.3883 Epoch 75/100 ---------- lr: 0.001 train loss: 0.8284 val loss: 0.3651 Epoch 76/100 ---------- lr: 0.001 train loss: 0.8249 val loss: 0.3644 Epoch 77/100 ---------- lr: 0.001 train loss: 0.8288 val loss: 0.3634 Epoch 78/100 ---------- lr: 0.001 train loss: 0.8172 val loss: 0.3477 Epoch 79/100 ---------- lr: 0.001 train loss: 0.8508 val loss: 0.3583 Epoch 80/100 ---------- lr: 0.001 train loss: 0.8257 val loss: 0.3495 Epoch 81/100 ---------- lr: 0.001 train loss: 0.8222 val loss: 0.3520 Epoch 82/100 ---------- lr: 0.001 train loss: 0.8178 val loss: 0.3376 Epoch 83/100 ---------- lr: 0.001 train loss: 0.8164 val loss: 0.4324 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0025 val loss: 0.3634 Epoch 85/100 ---------- lr: 0.001 train loss: 0.8038 val loss: 0.3195 Epoch 86/100 ---------- lr: 0.001 train loss: 0.7833 val loss: 0.3439 Epoch 87/100 ---------- lr: 0.001 train loss: 0.7793 val loss: 0.3260 Epoch 88/100 ---------- lr: 0.001 train loss: 0.7822 val loss: 0.3182 Epoch 89/100 ---------- lr: 0.001 train loss: 0.7939 val loss: 0.3612 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7878 val loss: 0.3435 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7871 val loss: 0.3601 Epoch 92/100 ---------- lr: 0.001 train loss: 0.8060 val loss: 0.3369 Epoch 93/100 ---------- lr: 0.001 train loss: 0.7651 val loss: 0.2941 Epoch 94/100 ---------- lr: 0.001 train loss: 0.7657 val loss: 0.3081 Epoch 95/100 ---------- lr: 0.001 train loss: 0.8329 val loss: 0.4606 Epoch 96/100 ---------- lr: 0.001 train loss: 0.8078 val loss: 0.5070 Epoch 97/100 ---------- lr: 0.001 train loss: 1.0257 val loss: 0.3951 Epoch 98/100 ---------- lr: 0.001 train loss: 0.8340 val loss: 0.3555 Epoch 99/100 ---------- lr: 0.001 train loss: 0.7791 val loss: 0.3198 Epoch 100/100 ---------- lr: 0.001 train loss: 0.7649 val loss: 0.3126 Training complete in 8m 8s Best val loss: 0.2941 at epoch 93 Val MSE at best epoch: 0.1054