Epoch 1/100 ---------- lr: 0.005 train loss: 8.9980 val loss: 3.8645 Epoch 2/100 ---------- lr: 0.005 train loss: 4.1291 val loss: 2.7500 Epoch 3/100 ---------- lr: 0.005 train loss: 4.4146 val loss: 3.3608 Epoch 4/100 ---------- lr: 0.005 train loss: 3.3384 val loss: 2.0909 Epoch 5/100 ---------- lr: 0.005 train loss: 2.9719 val loss: 2.1868 Epoch 6/100 ---------- lr: 0.005 train loss: 2.6885 val loss: 1.7605 Epoch 7/100 ---------- lr: 0.005 train loss: 2.8588 val loss: 1.7257 Epoch 8/100 ---------- lr: 0.005 train loss: 2.3889 val loss: 1.8977 Epoch 9/100 ---------- lr: 0.005 train loss: 2.2252 val loss: 1.2461 Epoch 10/100 ---------- lr: 0.005 train loss: 2.0353 val loss: 1.2644 Epoch 11/100 ---------- lr: 0.005 train loss: 2.0310 val loss: 1.2374 Epoch 12/100 ---------- lr: 0.005 train loss: 1.8401 val loss: 1.1142 Epoch 13/100 ---------- lr: 0.005 train loss: 1.8403 val loss: 0.9498 Epoch 14/100 ---------- lr: 0.005 train loss: 1.7296 val loss: 1.3927 Epoch 15/100 ---------- lr: 0.005 train loss: 1.7798 val loss: 0.7602 Epoch 16/100 ---------- lr: 0.005 train loss: 1.7250 val loss: 1.0961 Epoch 17/100 ---------- lr: 0.005 train loss: 2.3538 val loss: 1.3240 Epoch 18/100 ---------- lr: 0.005 train loss: 1.7712 val loss: 0.7280 Epoch 19/100 ---------- lr: 0.005 train loss: 1.5428 val loss: 0.7375 Epoch 20/100 ---------- lr: 0.005 train loss: 1.4579 val loss: 0.9425 Epoch 21/100 ---------- lr: 0.005 train loss: 1.5469 val loss: 1.0240 Epoch 22/100 ---------- lr: 0.005 train loss: 1.5294 val loss: 0.8782 Epoch 23/100 ---------- lr: 0.005 train loss: 1.3998 val loss: 0.5888 Epoch 24/100 ---------- lr: 0.005 train loss: 1.3440 val loss: 0.6731 Epoch 25/100 ---------- lr: 0.005 train loss: 1.4550 val loss: 0.9820 Epoch 26/100 ---------- lr: 0.005 train loss: 1.4935 val loss: 1.0586 Epoch 27/100 ---------- lr: 0.005 train loss: 1.4013 val loss: 0.6358 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4237 val loss: 0.9110 Epoch 29/100 ---------- lr: 0.005 train loss: 1.5735 val loss: 1.0422 Epoch 30/100 ---------- lr: 0.005 train loss: 1.5727 val loss: 0.6899 Epoch 31/100 ---------- lr: 0.005 train loss: 1.3148 val loss: 0.4857 Epoch 32/100 ---------- lr: 0.005 train loss: 1.1872 val loss: 0.4603 Epoch 33/100 ---------- lr: 0.005 train loss: 1.1593 val loss: 0.4297 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2377 val loss: 0.4562 Epoch 35/100 ---------- lr: 0.005 train loss: 1.2257 val loss: 0.5980 Epoch 36/100 ---------- lr: 0.005 train loss: 1.1925 val loss: 0.4198 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1434 val loss: 0.6434 Epoch 38/100 ---------- lr: 0.005 train loss: 1.4325 val loss: 0.6367 Epoch 39/100 ---------- lr: 0.005 train loss: 1.2070 val loss: 0.4815 Epoch 40/100 ---------- lr: 0.005 train loss: 1.2622 val loss: 0.6715 Epoch 41/100 ---------- lr: 0.005 train loss: 1.5263 val loss: 0.7177 Epoch 42/100 ---------- lr: 0.005 train loss: 1.2778 val loss: 0.4597 Epoch 43/100 ---------- lr: 0.005 train loss: 1.1164 val loss: 0.4069 Epoch 44/100 ---------- lr: 0.005 train loss: 1.1135 val loss: 0.3606 Epoch 45/100 ---------- lr: 0.005 train loss: 1.0552 val loss: 0.3436 Epoch 46/100 ---------- lr: 0.005 train loss: 1.0912 val loss: 0.4741 Epoch 47/100 ---------- lr: 0.005 train loss: 1.2699 val loss: 0.8290 Epoch 48/100 ---------- lr: 0.005 train loss: 1.5935 val loss: 1.1021 Epoch 49/100 ---------- lr: 0.005 train loss: 1.4031 val loss: 1.0757 Epoch 50/100 ---------- lr: 0.005 train loss: 1.1808 val loss: 0.5077 Epoch 51/100 ---------- lr: 0.005 train loss: 1.1691 val loss: 0.4236 Epoch 52/100 ---------- lr: 0.005 train loss: 1.2904 val loss: 0.5424 Epoch 53/100 ---------- lr: 0.005 train loss: 1.1692 val loss: 0.4507 Epoch 54/100 ---------- lr: 0.005 train loss: 1.2622 val loss: 0.9649 Epoch 55/100 ---------- lr: 0.005 train loss: 1.4248 val loss: 0.5527 Epoch 56/100 ---------- lr: 0.005 train loss: 1.4535 val loss: 0.9608 Epoch 57/100 ---------- lr: 0.005 train loss: 1.7491 val loss: 0.9214 Epoch 58/100 ---------- lr: 0.005 train loss: 1.5168 val loss: 0.8834 Epoch 59/100 ---------- lr: 0.005 train loss: 1.5122 val loss: 0.8699 Epoch 60/100 ---------- lr: 0.005 train loss: 1.5115 val loss: 0.8504 Epoch 61/100 ---------- lr: 0.005 train loss: 1.4954 val loss: 0.6709 Epoch 62/100 ---------- lr: 0.005 train loss: 1.3921 val loss: 0.8203 Epoch 63/100 ---------- lr: 0.005 train loss: 1.3988 val loss: 0.5657 Epoch 64/100 ---------- lr: 0.005 train loss: 1.3747 val loss: 0.8839 Epoch 65/100 ---------- lr: 0.005 train loss: 1.5801 val loss: 0.8197 Epoch 66/100 ---------- lr: 0.005 train loss: 1.8463 val loss: 0.9737 Epoch 67/100 ---------- lr: 0.0025 train loss: 1.4600 val loss: 0.8297 Epoch 68/100 ---------- lr: 0.0025 train loss: 1.3391 val loss: 0.6087 Epoch 69/100 ---------- lr: 0.0025 train loss: 1.3583 val loss: 0.7079 Epoch 70/100 ---------- lr: 0.0025 train loss: 1.2965 val loss: 0.6459 Epoch 71/100 ---------- lr: 0.0025 train loss: 1.2477 val loss: 0.5835 Epoch 72/100 ---------- lr: 0.0025 train loss: 1.2025 val loss: 0.5232 Epoch 73/100 ---------- lr: 0.0025 train loss: 1.1922 val loss: 0.4518 Epoch 74/100 ---------- lr: 0.0025 train loss: 1.1542 val loss: 0.5333 Epoch 75/100 ---------- lr: 0.0025 train loss: 1.1375 val loss: 0.5224 Epoch 76/100 ---------- lr: 0.0025 train loss: 1.1276 val loss: 0.6589 Epoch 77/100 ---------- lr: 0.0025 train loss: 1.1775 val loss: 0.6217 Epoch 78/100 ---------- lr: 0.0025 train loss: 1.1937 val loss: 0.4586 Epoch 79/100 ---------- lr: 0.0025 train loss: 1.1544 val loss: 0.4580 Epoch 80/100 ---------- lr: 0.0025 train loss: 1.1471 val loss: 0.4214 Epoch 81/100 ---------- lr: 0.0025 train loss: 1.1487 val loss: 0.4790 Epoch 82/100 ---------- lr: 0.0025 train loss: 1.1282 val loss: 0.4854 Epoch 83/100 ---------- lr: 0.0025 train loss: 1.1140 val loss: 0.4120 Epoch 84/100 ---------- lr: 0.0025 train loss: 1.0909 val loss: 0.4367 Epoch 85/100 ---------- lr: 0.0025 train loss: 1.1097 val loss: 0.4820 Epoch 86/100 ---------- lr: 0.0025 train loss: 1.1093 val loss: 0.4180 Epoch 87/100 ---------- lr: 0.0025 train loss: 1.1184 val loss: 0.5310 Epoch 88/100 ---------- lr: 0.00125 train loss: 1.0824 val loss: 0.5197 Epoch 89/100 ---------- lr: 0.00125 train loss: 1.0624 val loss: 0.4002 Epoch 90/100 ---------- lr: 0.00125 train loss: 1.0410 val loss: 0.3979 Epoch 91/100 ---------- lr: 0.00125 train loss: 1.0321 val loss: 0.3837 Epoch 92/100 ---------- lr: 0.00125 train loss: 1.0264 val loss: 0.3815 Epoch 93/100 ---------- lr: 0.00125 train loss: 1.0305 val loss: 0.3926 Epoch 94/100 ---------- lr: 0.00125 train loss: 1.0171 val loss: 0.3466 Epoch 95/100 ---------- lr: 0.00125 train loss: 1.0193 val loss: 0.3984 Epoch 96/100 ---------- lr: 0.00125 train loss: 1.0304 val loss: 0.3555 Epoch 97/100 ---------- lr: 0.00125 train loss: 1.0207 val loss: 0.3314 Epoch 98/100 ---------- lr: 0.00125 train loss: 1.0173 val loss: 0.3399 Epoch 99/100 ---------- lr: 0.00125 train loss: 1.0046 val loss: 0.3298 Epoch 100/100 ---------- lr: 0.00125 train loss: 1.0157 val loss: 0.3677 Training complete in 13m 24s Best val loss: 0.3298 at epoch 99 Val MSE at best epoch: 0.1400