Epoch 1/100 ---------- lr: 0.005 train loss: 11.5023 val loss: 4.2330 Epoch 2/100 ---------- lr: 0.005 train loss: 4.1648 val loss: 3.1927 Epoch 3/100 ---------- lr: 0.005 train loss: 4.0939 val loss: 2.7643 Epoch 4/100 ---------- lr: 0.005 train loss: 3.4831 val loss: 2.4115 Epoch 5/100 ---------- lr: 0.005 train loss: 2.8904 val loss: 2.1240 Epoch 6/100 ---------- lr: 0.005 train loss: 2.8013 val loss: 2.7311 Epoch 7/100 ---------- lr: 0.005 train loss: 3.0414 val loss: 2.6266 Epoch 8/100 ---------- lr: 0.005 train loss: 3.0721 val loss: 2.0515 Epoch 9/100 ---------- lr: 0.005 train loss: 2.2331 val loss: 1.2911 Epoch 10/100 ---------- lr: 0.005 train loss: 2.1828 val loss: 1.4963 Epoch 11/100 ---------- lr: 0.005 train loss: 1.9857 val loss: 1.0679 Epoch 12/100 ---------- lr: 0.005 train loss: 1.8283 val loss: 1.3141 Epoch 13/100 ---------- lr: 0.005 train loss: 1.7855 val loss: 0.9792 Epoch 14/100 ---------- lr: 0.005 train loss: 1.8181 val loss: 0.9191 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5670 val loss: 0.8509 Epoch 16/100 ---------- lr: 0.005 train loss: 1.5373 val loss: 0.8552 Epoch 17/100 ---------- lr: 0.005 train loss: 1.5690 val loss: 0.8723 Epoch 18/100 ---------- lr: 0.005 train loss: 1.3869 val loss: 0.9124 Epoch 19/100 ---------- lr: 0.005 train loss: 1.5185 val loss: 0.7035 Epoch 20/100 ---------- lr: 0.005 train loss: 1.2261 val loss: 0.8304 Epoch 21/100 ---------- lr: 0.005 train loss: 1.2973 val loss: 0.6678 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1504 val loss: 0.5109 Epoch 23/100 ---------- lr: 0.005 train loss: 1.2743 val loss: 0.7666 Epoch 24/100 ---------- lr: 0.005 train loss: 1.3190 val loss: 0.5274 Epoch 25/100 ---------- lr: 0.005 train loss: 1.0250 val loss: 0.4429 Epoch 26/100 ---------- lr: 0.005 train loss: 1.0289 val loss: 0.5725 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3670 val loss: 0.7965 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4011 val loss: 0.7712 Epoch 29/100 ---------- lr: 0.005 train loss: 1.2080 val loss: 0.4821 Epoch 30/100 ---------- lr: 0.005 train loss: 0.9810 val loss: 0.4280 Epoch 31/100 ---------- lr: 0.005 train loss: 0.9347 val loss: 0.3874 Epoch 32/100 ---------- lr: 0.005 train loss: 0.9470 val loss: 0.4382 Epoch 33/100 ---------- lr: 0.005 train loss: 1.8180 val loss: 0.7287 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2550 val loss: 0.8657 Epoch 35/100 ---------- lr: 0.005 train loss: 1.4030 val loss: 0.6053 Epoch 36/100 ---------- lr: 0.005 train loss: 1.2088 val loss: 1.1240 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1423 val loss: 0.4689 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9891 val loss: 0.4738 Epoch 39/100 ---------- lr: 0.005 train loss: 0.9290 val loss: 0.4149 Epoch 40/100 ---------- lr: 0.005 train loss: 1.0110 val loss: 0.5256 Epoch 41/100 ---------- lr: 0.005 train loss: 1.3421 val loss: 0.5999 Epoch 42/100 ---------- lr: 0.005 train loss: 1.1226 val loss: 0.7015 Epoch 43/100 ---------- lr: 0.005 train loss: 1.4382 val loss: 0.7514 Epoch 44/100 ---------- lr: 0.005 train loss: 3.3628 val loss: 6.5731 Epoch 45/100 ---------- lr: 0.005 train loss: 6.0440 val loss: 6.0117 Epoch 46/100 ---------- lr: 0.005 train loss: 5.6571 val loss: 4.3369 Epoch 47/100 ---------- lr: 0.005 train loss: 4.8349 val loss: 4.0150 Epoch 48/100 ---------- lr: 0.005 train loss: 4.8658 val loss: 3.6670 Epoch 49/100 ---------- lr: 0.005 train loss: 4.4454 val loss: 3.7842 Epoch 50/100 ---------- lr: 0.005 train loss: 4.9559 val loss: 4.3947 Epoch 51/100 ---------- lr: 0.005 train loss: 5.1015 val loss: 3.5261 Epoch 52/100 ---------- lr: 0.005 train loss: 4.2421 val loss: 3.6572 Epoch 53/100 ---------- lr: 0.0025 train loss: 3.7761 val loss: 2.9323 Epoch 54/100 ---------- lr: 0.0025 train loss: 3.4728 val loss: 2.6715 Epoch 55/100 ---------- lr: 0.0025 train loss: 3.2362 val loss: 2.5285 Epoch 56/100 ---------- lr: 0.0025 train loss: 3.1191 val loss: 2.3150 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.1796 val loss: 2.3618 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.1498 val loss: 2.4855 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.4685 val loss: 2.5696 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.5893 val loss: 2.8838 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.5538 val loss: 2.5837 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.3906 val loss: 2.3631 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.0788 val loss: 2.2850 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.1255 val loss: 2.2713 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.0107 val loss: 2.2410 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.2459 val loss: 2.6141 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.4503 val loss: 2.3938 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.2189 val loss: 2.5386 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.2668 val loss: 2.4378 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.2948 val loss: 2.7017 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.5594 val loss: 2.6579 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.6574 val loss: 3.3209 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.6726 val loss: 2.6214 Epoch 74/100 ---------- lr: 0.00125 train loss: 3.2058 val loss: 2.3567 Epoch 75/100 ---------- lr: 0.00125 train loss: 3.0202 val loss: 2.3030 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.1865 val loss: 2.3210 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.1539 val loss: 2.3631 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.0109 val loss: 2.1524 Epoch 79/100 ---------- lr: 0.00125 train loss: 2.9158 val loss: 2.0642 Epoch 80/100 ---------- lr: 0.00125 train loss: 2.8266 val loss: 1.9904 Epoch 81/100 ---------- lr: 0.00125 train loss: 2.7620 val loss: 2.0037 Epoch 82/100 ---------- lr: 0.00125 train loss: 2.7107 val loss: 2.0131 Epoch 83/100 ---------- lr: 0.00125 train loss: 2.6951 val loss: 2.0406 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.7369 val loss: 2.0933 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.7139 val loss: 1.9664 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.6944 val loss: 1.8640 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.6094 val loss: 1.9244 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.6452 val loss: 1.9006 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.7196 val loss: 1.9542 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.8319 val loss: 1.9430 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.7650 val loss: 2.0324 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.6610 val loss: 2.0317 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.6483 val loss: 1.9033 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.6608 val loss: 1.9899 Epoch 95/100 ---------- lr: 0.000625 train loss: 2.5774 val loss: 1.9826 Epoch 96/100 ---------- lr: 0.000625 train loss: 2.4922 val loss: 1.8706 Epoch 97/100 ---------- lr: 0.000625 train loss: 2.4684 val loss: 1.8553 Epoch 98/100 ---------- lr: 0.000625 train loss: 2.4553 val loss: 1.8738 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.4225 val loss: 1.7988 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.4057 val loss: 1.8252 Training complete in 32m 44s Best val loss: 0.3874 at epoch 31 Val MSE at best epoch: 0.1603