Epoch 1/100 ---------- lr: 0.01 train loss: 11.3960 val loss: 4.6291 Epoch 2/100 ---------- lr: 0.01 train loss: 4.6081 val loss: 2.8897 Epoch 3/100 ---------- lr: 0.01 train loss: 3.6442 val loss: 3.0482 Epoch 4/100 ---------- lr: 0.01 train loss: 3.4124 val loss: 3.4517 Epoch 5/100 ---------- lr: 0.01 train loss: 3.5803 val loss: 2.7608 Epoch 6/100 ---------- lr: 0.01 train loss: 3.0624 val loss: 1.9577 Epoch 7/100 ---------- lr: 0.01 train loss: 2.4965 val loss: 1.7964 Epoch 8/100 ---------- lr: 0.01 train loss: 2.5729 val loss: 1.7822 Epoch 9/100 ---------- lr: 0.01 train loss: 2.2243 val loss: 2.1751 Epoch 10/100 ---------- lr: 0.01 train loss: 2.1094 val loss: 1.5758 Epoch 11/100 ---------- lr: 0.01 train loss: 2.0938 val loss: 1.2555 Epoch 12/100 ---------- lr: 0.01 train loss: 2.0603 val loss: 1.4682 Epoch 13/100 ---------- lr: 0.01 train loss: 1.8729 val loss: 2.4092 Epoch 14/100 ---------- lr: 0.01 train loss: 2.1331 val loss: 2.6551 Epoch 15/100 ---------- lr: 0.01 train loss: 6.7447 val loss: 9.1029 Epoch 16/100 ---------- lr: 0.01 train loss: 8.8685 val loss: 6.2713 Epoch 17/100 ---------- lr: 0.01 train loss: 6.0273 val loss: 5.8996 Epoch 18/100 ---------- lr: 0.01 train loss: 5.7280 val loss: 4.9494 Epoch 19/100 ---------- lr: 0.01 train loss: 7.0094 val loss: 8.3236 Epoch 20/100 ---------- lr: 0.01 train loss: 8.0567 val loss: 6.2182 Epoch 21/100 ---------- lr: 0.01 train loss: 7.2825 val loss: 6.7687 Epoch 22/100 ---------- lr: 0.01 train loss: 6.2714 val loss: 5.2061 Epoch 23/100 ---------- lr: 0.01 train loss: 5.6131 val loss: 4.0480 Epoch 24/100 ---------- lr: 0.01 train loss: 5.1894 val loss: 4.7027 Epoch 25/100 ---------- lr: 0.01 train loss: 5.1647 val loss: 4.0702 Epoch 26/100 ---------- lr: 0.01 train loss: 5.0781 val loss: 4.1999 Epoch 27/100 ---------- lr: 0.01 train loss: 5.1042 val loss: 4.0659 Epoch 28/100 ---------- lr: 0.01 train loss: 5.6409 val loss: 5.3751 Epoch 29/100 ---------- lr: 0.01 train loss: 5.5423 val loss: 5.0150 Epoch 30/100 ---------- lr: 0.01 train loss: 5.7855 val loss: 5.1251 Epoch 31/100 ---------- lr: 0.01 train loss: 6.7644 val loss: 10.0410 Epoch 32/100 ---------- lr: 0.01 train loss: 9.0013 val loss: 6.9237 Epoch 33/100 ---------- lr: 0.005 train loss: 7.1325 val loss: 5.6072 Epoch 34/100 ---------- lr: 0.005 train loss: 6.5456 val loss: 5.5355 Epoch 35/100 ---------- lr: 0.005 train loss: 6.1386 val loss: 5.0166 Epoch 36/100 ---------- lr: 0.005 train loss: 5.6580 val loss: 5.1259 Epoch 37/100 ---------- lr: 0.005 train loss: 5.4153 val loss: 4.5798 Epoch 38/100 ---------- lr: 0.005 train loss: 5.3910 val loss: 4.6078 Epoch 39/100 ---------- lr: 0.005 train loss: 5.2248 val loss: 4.5863 Epoch 40/100 ---------- lr: 0.005 train loss: 5.0439 val loss: 4.1228 Epoch 41/100 ---------- lr: 0.005 train loss: 4.8754 val loss: 3.8731 Epoch 42/100 ---------- lr: 0.005 train loss: 4.7295 val loss: 4.1954 Epoch 43/100 ---------- lr: 0.005 train loss: 4.8253 val loss: 4.5762 Epoch 44/100 ---------- lr: 0.005 train loss: 5.0239 val loss: 4.1380 Epoch 45/100 ---------- lr: 0.005 train loss: 4.8200 val loss: 4.4586 Epoch 46/100 ---------- lr: 0.005 train loss: 4.6964 val loss: 4.1103 Epoch 47/100 ---------- lr: 0.005 train loss: 5.6185 val loss: 5.0520 Epoch 48/100 ---------- lr: 0.005 train loss: 5.5121 val loss: 4.5003 Epoch 49/100 ---------- lr: 0.005 train loss: 5.2628 val loss: 4.8479 Epoch 50/100 ---------- lr: 0.005 train loss: 5.5787 val loss: 4.9540 Epoch 51/100 ---------- lr: 0.005 train loss: 5.7491 val loss: 5.1171 Epoch 52/100 ---------- lr: 0.005 train loss: 5.6678 val loss: 5.0435 Epoch 53/100 ---------- lr: 0.005 train loss: 5.3469 val loss: 5.0861 Epoch 54/100 ---------- lr: 0.0025 train loss: 4.9845 val loss: 4.6740 Epoch 55/100 ---------- lr: 0.0025 train loss: 4.8283 val loss: 4.4183 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.7403 val loss: 4.3282 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.6586 val loss: 4.0944 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.6510 val loss: 4.5181 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.5957 val loss: 4.2593 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.4107 val loss: 3.9380 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.2723 val loss: 3.9828 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.2636 val loss: 3.8270 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.1294 val loss: 4.0243 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.1063 val loss: 3.8089 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.0945 val loss: 4.0951 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.9972 val loss: 3.8285 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.9180 val loss: 3.8101 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.9129 val loss: 3.5514 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.9003 val loss: 3.6597 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.8309 val loss: 3.4389 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.7451 val loss: 3.3577 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.7375 val loss: 3.3099 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.6758 val loss: 3.2209 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.7046 val loss: 3.3628 Epoch 75/100 ---------- lr: 0.00125 train loss: 3.6278 val loss: 3.2773 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.5811 val loss: 3.4419 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.5234 val loss: 3.2767 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.4731 val loss: 3.2893 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.5074 val loss: 3.2874 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.4873 val loss: 3.2375 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.4287 val loss: 3.3208 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.4254 val loss: 3.1475 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.3671 val loss: 3.1745 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.3519 val loss: 3.1141 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.3403 val loss: 3.0944 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.3116 val loss: 3.0938 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.3041 val loss: 3.0290 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.2915 val loss: 3.0880 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.2876 val loss: 3.0471 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.2396 val loss: 2.8792 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.2265 val loss: 2.9653 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.2007 val loss: 2.9415 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.2067 val loss: 2.9186 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.1908 val loss: 2.9636 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.2339 val loss: 3.0716 Epoch 96/100 ---------- lr: 0.000625 train loss: 3.1311 val loss: 2.9094 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.1211 val loss: 2.9026 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.1147 val loss: 2.9520 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.0774 val loss: 2.8856 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.1046 val loss: 2.8791 Training complete in 32m 50s Best val loss: 1.2555 at epoch 11 Val MSE at best epoch: 0.5167