Epoch 1/100 ---------- lr: 0.01 train loss: 46.6505 val loss: 26.4397 Epoch 2/100 ---------- lr: 0.01 train loss: 14.2897 val loss: 6.7302 Epoch 3/100 ---------- lr: 0.01 train loss: 7.8851 val loss: 4.5542 Epoch 4/100 ---------- lr: 0.01 train loss: 6.3214 val loss: 4.4845 Epoch 5/100 ---------- lr: 0.01 train loss: 5.5375 val loss: 3.5029 Epoch 6/100 ---------- lr: 0.01 train loss: 4.9736 val loss: 2.7310 Epoch 7/100 ---------- lr: 0.01 train loss: 4.4679 val loss: 2.4212 Epoch 8/100 ---------- lr: 0.01 train loss: 4.5952 val loss: 3.0686 Epoch 9/100 ---------- lr: 0.01 train loss: 4.1528 val loss: 2.1627 Epoch 10/100 ---------- lr: 0.01 train loss: 4.0243 val loss: 1.9257 Epoch 11/100 ---------- lr: 0.01 train loss: 3.9361 val loss: 2.5751 Epoch 12/100 ---------- lr: 0.01 train loss: 4.1361 val loss: 1.9864 Epoch 13/100 ---------- lr: 0.01 train loss: 3.8276 val loss: 2.4108 Epoch 14/100 ---------- lr: 0.01 train loss: 5.6843 val loss: 6.8497 Epoch 15/100 ---------- lr: 0.01 train loss: 10.1023 val loss: 8.3182 Epoch 16/100 ---------- lr: 0.01 train loss: 9.4277 val loss: 5.9798 Epoch 17/100 ---------- lr: 0.01 train loss: 8.0555 val loss: 6.9929 Epoch 18/100 ---------- lr: 0.01 train loss: 8.1245 val loss: 5.6391 Epoch 19/100 ---------- lr: 0.01 train loss: 7.3505 val loss: 5.7884 Epoch 20/100 ---------- lr: 0.01 train loss: 6.9018 val loss: 4.9595 Epoch 21/100 ---------- lr: 0.01 train loss: 6.4484 val loss: 4.5282 Epoch 22/100 ---------- lr: 0.01 train loss: 6.3739 val loss: 5.2416 Epoch 23/100 ---------- lr: 0.01 train loss: 6.2429 val loss: 4.6256 Epoch 24/100 ---------- lr: 0.01 train loss: 6.4337 val loss: 3.9797 Epoch 25/100 ---------- lr: 0.01 train loss: 6.3790 val loss: 5.0834 Epoch 26/100 ---------- lr: 0.01 train loss: 6.1859 val loss: 4.9184 Epoch 27/100 ---------- lr: 0.01 train loss: 5.8165 val loss: 4.6151 Epoch 28/100 ---------- lr: 0.01 train loss: 5.6428 val loss: 4.3052 Epoch 29/100 ---------- lr: 0.01 train loss: 6.1285 val loss: 4.7895 Epoch 30/100 ---------- lr: 0.01 train loss: 6.4012 val loss: 5.7161 Epoch 31/100 ---------- lr: 0.01 train loss: 9.3814 val loss: 6.6450 Epoch 32/100 ---------- lr: 0.005 train loss: 7.5440 val loss: 5.5366 Epoch 33/100 ---------- lr: 0.005 train loss: 7.3128 val loss: 5.8937 Epoch 34/100 ---------- lr: 0.005 train loss: 7.2206 val loss: 5.3278 Epoch 35/100 ---------- lr: 0.005 train loss: 6.7699 val loss: 5.3998 Epoch 36/100 ---------- lr: 0.005 train loss: 6.6730 val loss: 4.9459 Epoch 37/100 ---------- lr: 0.005 train loss: 6.3393 val loss: 4.6208 Epoch 38/100 ---------- lr: 0.005 train loss: 6.2541 val loss: 4.4662 Epoch 39/100 ---------- lr: 0.005 train loss: 6.0859 val loss: 4.6587 Epoch 40/100 ---------- lr: 0.005 train loss: 5.9940 val loss: 4.3725 Epoch 41/100 ---------- lr: 0.005 train loss: 6.0255 val loss: 4.5432 Epoch 42/100 ---------- lr: 0.005 train loss: 5.9301 val loss: 4.3005 Epoch 43/100 ---------- lr: 0.005 train loss: 5.8528 val loss: 4.2831 Epoch 44/100 ---------- lr: 0.005 train loss: 5.9750 val loss: 4.7930 Epoch 45/100 ---------- lr: 0.005 train loss: 6.9032 val loss: 5.3133 Epoch 46/100 ---------- lr: 0.005 train loss: 6.7303 val loss: 5.1402 Epoch 47/100 ---------- lr: 0.005 train loss: 6.6673 val loss: 5.3180 Epoch 48/100 ---------- lr: 0.005 train loss: 6.7819 val loss: 5.1413 Epoch 49/100 ---------- lr: 0.005 train loss: 6.8665 val loss: 5.1325 Epoch 50/100 ---------- lr: 0.005 train loss: 6.5635 val loss: 5.4626 Epoch 51/100 ---------- lr: 0.005 train loss: 6.9660 val loss: 5.1268 Epoch 52/100 ---------- lr: 0.005 train loss: 6.5901 val loss: 5.3463 Epoch 53/100 ---------- lr: 0.0025 train loss: 6.3849 val loss: 5.0472 Epoch 54/100 ---------- lr: 0.0025 train loss: 6.1273 val loss: 4.8814 Epoch 55/100 ---------- lr: 0.0025 train loss: 6.0814 val loss: 4.7357 Epoch 56/100 ---------- lr: 0.0025 train loss: 5.9584 val loss: 4.5956 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.8605 val loss: 4.4273 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.7131 val loss: 4.4294 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.6453 val loss: 4.3247 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.6326 val loss: 4.8995 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.8285 val loss: 4.5379 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.6830 val loss: 4.5350 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.5861 val loss: 4.5266 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.7141 val loss: 4.6025 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.7514 val loss: 4.4994 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.6828 val loss: 4.5098 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.5278 val loss: 4.5001 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.4326 val loss: 4.4289 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.3479 val loss: 4.3492 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.3860 val loss: 4.4982 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.4116 val loss: 4.2673 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.3203 val loss: 4.2198 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.2951 val loss: 4.2205 Epoch 74/100 ---------- lr: 0.00125 train loss: 5.1286 val loss: 4.1185 Epoch 75/100 ---------- lr: 0.00125 train loss: 5.1110 val loss: 3.9868 Epoch 76/100 ---------- lr: 0.00125 train loss: 5.1248 val loss: 4.0146 Epoch 77/100 ---------- lr: 0.00125 train loss: 5.0918 val loss: 3.9377 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.9971 val loss: 3.9822 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.9117 val loss: 3.8864 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.9139 val loss: 3.9744 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.8464 val loss: 3.9267 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.8345 val loss: 3.8898 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.8087 val loss: 3.8357 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.8599 val loss: 3.9417 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.8768 val loss: 3.9213 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.8923 val loss: 3.9578 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.8515 val loss: 3.7924 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.8599 val loss: 4.0059 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.8905 val loss: 3.9652 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.8475 val loss: 4.1073 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.8607 val loss: 3.8644 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.8705 val loss: 3.8641 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.8453 val loss: 3.9454 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.8205 val loss: 3.9851 Epoch 95/100 ---------- lr: 0.000625 train loss: 4.7337 val loss: 3.8708 Epoch 96/100 ---------- lr: 0.000625 train loss: 4.7414 val loss: 3.8636 Epoch 97/100 ---------- lr: 0.000625 train loss: 4.7898 val loss: 3.9052 Epoch 98/100 ---------- lr: 0.000625 train loss: 4.7545 val loss: 3.9402 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.6927 val loss: 3.8001 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.6967 val loss: 4.0015 Training complete in 22m 46s Best val loss: 1.9257 at epoch 10 Val MSE at best epoch: 0.6779