Epoch 1/100 ---------- lr: 0.01 train loss: 9.0260 val loss: 4.0643 Epoch 2/100 ---------- lr: 0.01 train loss: 4.5052 val loss: 2.8984 Epoch 3/100 ---------- lr: 0.01 train loss: 3.5499 val loss: 2.8305 Epoch 4/100 ---------- lr: 0.01 train loss: 3.3783 val loss: 2.3217 Epoch 5/100 ---------- lr: 0.01 train loss: 2.8176 val loss: 1.8045 Epoch 6/100 ---------- lr: 0.01 train loss: 2.3537 val loss: 1.7708 Epoch 7/100 ---------- lr: 0.01 train loss: 2.2857 val loss: 2.0344 Epoch 8/100 ---------- lr: 0.01 train loss: 2.1432 val loss: 1.3085 Epoch 9/100 ---------- lr: 0.01 train loss: 2.4921 val loss: 1.7719 Epoch 10/100 ---------- lr: 0.01 train loss: 2.2286 val loss: 1.2259 Epoch 11/100 ---------- lr: 0.01 train loss: 1.7122 val loss: 0.9737 Epoch 12/100 ---------- lr: 0.01 train loss: 1.7951 val loss: 1.5381 Epoch 13/100 ---------- lr: 0.01 train loss: 1.7004 val loss: 1.1674 Epoch 14/100 ---------- lr: 0.01 train loss: 1.6595 val loss: 1.7638 Epoch 15/100 ---------- lr: 0.01 train loss: 2.2271 val loss: 1.3661 Epoch 16/100 ---------- lr: 0.01 train loss: 2.7528 val loss: 2.7878 Epoch 17/100 ---------- lr: 0.01 train loss: 8.3495 val loss: 7.5701 Epoch 18/100 ---------- lr: 0.01 train loss: 8.9964 val loss: 9.2902 Epoch 19/100 ---------- lr: 0.01 train loss: 8.5387 val loss: 8.1403 Epoch 20/100 ---------- lr: 0.01 train loss: 8.8287 val loss: 7.2635 Epoch 21/100 ---------- lr: 0.01 train loss: 7.1413 val loss: 6.0861 Epoch 22/100 ---------- lr: 0.01 train loss: 6.4269 val loss: 5.1390 Epoch 23/100 ---------- lr: 0.01 train loss: 5.9501 val loss: 4.8377 Epoch 24/100 ---------- lr: 0.01 train loss: 5.7423 val loss: 4.7692 Epoch 25/100 ---------- lr: 0.01 train loss: 5.4750 val loss: 4.5061 Epoch 26/100 ---------- lr: 0.01 train loss: 5.5216 val loss: 4.3570 Epoch 27/100 ---------- lr: 0.01 train loss: 5.4453 val loss: 5.0531 Epoch 28/100 ---------- lr: 0.01 train loss: 6.5327 val loss: 5.1649 Epoch 29/100 ---------- lr: 0.01 train loss: 8.5618 val loss: 7.0750 Epoch 30/100 ---------- lr: 0.01 train loss: 7.2634 val loss: 6.4796 Epoch 31/100 ---------- lr: 0.01 train loss: 6.8329 val loss: 5.7874 Epoch 32/100 ---------- lr: 0.01 train loss: 6.7833 val loss: 6.5520 Epoch 33/100 ---------- lr: 0.005 train loss: 6.2713 val loss: 4.9770 Epoch 34/100 ---------- lr: 0.005 train loss: 5.6042 val loss: 4.3897 Epoch 35/100 ---------- lr: 0.005 train loss: 5.2794 val loss: 4.1280 Epoch 36/100 ---------- lr: 0.005 train loss: 5.0061 val loss: 4.1304 Epoch 37/100 ---------- lr: 0.005 train loss: 4.8910 val loss: 4.3334 Epoch 38/100 ---------- lr: 0.005 train loss: 5.4938 val loss: 4.4662 Epoch 39/100 ---------- lr: 0.005 train loss: 5.2703 val loss: 4.1405 Epoch 40/100 ---------- lr: 0.005 train loss: 5.0587 val loss: 4.1599 Epoch 41/100 ---------- lr: 0.005 train loss: 4.8925 val loss: 4.0936 Epoch 42/100 ---------- lr: 0.005 train loss: 4.9201 val loss: 3.9922 Epoch 43/100 ---------- lr: 0.005 train loss: 4.6546 val loss: 3.9151 Epoch 44/100 ---------- lr: 0.005 train loss: 4.6214 val loss: 3.7814 Epoch 45/100 ---------- lr: 0.005 train loss: 4.5841 val loss: 3.9681 Epoch 46/100 ---------- lr: 0.005 train loss: 4.3890 val loss: 3.6576 Epoch 47/100 ---------- lr: 0.005 train loss: 4.2368 val loss: 3.6454 Epoch 48/100 ---------- lr: 0.005 train loss: 4.1665 val loss: 3.3964 Epoch 49/100 ---------- lr: 0.005 train loss: 4.2479 val loss: 3.6810 Epoch 50/100 ---------- lr: 0.005 train loss: 4.1979 val loss: 3.4072 Epoch 51/100 ---------- lr: 0.005 train loss: 4.4135 val loss: 3.6414 Epoch 52/100 ---------- lr: 0.005 train loss: 4.2483 val loss: 3.1295 Epoch 53/100 ---------- lr: 0.005 train loss: 4.0427 val loss: 3.4931 Epoch 54/100 ---------- lr: 0.0025 train loss: 3.7494 val loss: 2.9453 Epoch 55/100 ---------- lr: 0.0025 train loss: 3.6221 val loss: 2.9514 Epoch 56/100 ---------- lr: 0.0025 train loss: 3.7243 val loss: 3.1222 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.8554 val loss: 3.2076 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.7861 val loss: 3.0437 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.6781 val loss: 2.9552 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.6496 val loss: 2.9403 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.6096 val loss: 2.9304 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.6060 val loss: 3.0349 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.6609 val loss: 3.0392 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.5179 val loss: 3.0867 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.5705 val loss: 2.8555 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.5414 val loss: 2.8913 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.5107 val loss: 3.0113 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.6439 val loss: 3.0548 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.6154 val loss: 3.0096 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.6012 val loss: 2.8884 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.6770 val loss: 2.8177 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.5525 val loss: 2.9126 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.4455 val loss: 2.9674 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.4726 val loss: 2.8198 Epoch 75/100 ---------- lr: 0.00125 train loss: 3.3701 val loss: 2.7581 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.2966 val loss: 2.7234 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.2690 val loss: 2.5903 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.2159 val loss: 2.6594 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.2404 val loss: 2.6893 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.1888 val loss: 2.5688 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.1337 val loss: 2.6147 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.1743 val loss: 2.6493 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.1136 val loss: 2.5899 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.1175 val loss: 2.5823 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.0904 val loss: 2.6116 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.1383 val loss: 2.6421 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.1130 val loss: 2.5814 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.0772 val loss: 2.5880 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.0833 val loss: 2.5648 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.1179 val loss: 2.7037 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.0708 val loss: 2.6557 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.0709 val loss: 2.6976 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.0782 val loss: 2.8093 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.1021 val loss: 2.7787 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.0858 val loss: 2.8100 Epoch 96/100 ---------- lr: 0.000625 train loss: 3.0133 val loss: 2.7621 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.0260 val loss: 2.6998 Epoch 98/100 ---------- lr: 0.000625 train loss: 2.9864 val loss: 2.7252 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.9462 val loss: 2.7341 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.9994 val loss: 2.7038 Training complete in 14m 2s Best val loss: 0.9737 at epoch 11 Val MSE at best epoch: 0.4039