Epoch 1/100 ---------- lr: 0.01 train loss: 8.0534 val loss: 3.8595 Epoch 2/100 ---------- lr: 0.01 train loss: 4.3554 val loss: 3.6364 Epoch 3/100 ---------- lr: 0.01 train loss: 4.1109 val loss: 2.2105 Epoch 4/100 ---------- lr: 0.01 train loss: 3.6162 val loss: 2.1584 Epoch 5/100 ---------- lr: 0.01 train loss: 3.4180 val loss: 2.0541 Epoch 6/100 ---------- lr: 0.01 train loss: 3.2876 val loss: 1.6335 Epoch 7/100 ---------- lr: 0.01 train loss: 3.1819 val loss: 1.6608 Epoch 8/100 ---------- lr: 0.01 train loss: 3.1305 val loss: 1.7727 Epoch 9/100 ---------- lr: 0.01 train loss: 3.0335 val loss: 2.1380 Epoch 10/100 ---------- lr: 0.01 train loss: 3.1287 val loss: 1.7076 Epoch 11/100 ---------- lr: 0.01 train loss: 2.7378 val loss: 1.6654 Epoch 12/100 ---------- lr: 0.01 train loss: 2.8825 val loss: 1.7564 Epoch 13/100 ---------- lr: 0.01 train loss: 2.6841 val loss: 1.1787 Epoch 14/100 ---------- lr: 0.01 train loss: 2.5935 val loss: 1.2034 Epoch 15/100 ---------- lr: 0.01 train loss: 2.8356 val loss: 1.9219 Epoch 16/100 ---------- lr: 0.01 train loss: 2.8585 val loss: 1.2658 Epoch 17/100 ---------- lr: 0.01 train loss: 2.5003 val loss: 1.0360 Epoch 18/100 ---------- lr: 0.01 train loss: 2.4353 val loss: 1.0096 Epoch 19/100 ---------- lr: 0.01 train loss: 2.4321 val loss: 1.1593 Epoch 20/100 ---------- lr: 0.01 train loss: 2.5621 val loss: 1.1085 Epoch 21/100 ---------- lr: 0.01 train loss: 2.6636 val loss: 1.2719 Epoch 22/100 ---------- lr: 0.01 train loss: 2.4306 val loss: 0.9945 Epoch 23/100 ---------- lr: 0.01 train loss: 2.4047 val loss: 0.9764 Epoch 24/100 ---------- lr: 0.01 train loss: 2.2827 val loss: 1.0361 Epoch 25/100 ---------- lr: 0.01 train loss: 2.2909 val loss: 0.9523 Epoch 26/100 ---------- lr: 0.01 train loss: 2.2560 val loss: 0.8845 Epoch 27/100 ---------- lr: 0.01 train loss: 2.2367 val loss: 1.0536 Epoch 28/100 ---------- lr: 0.01 train loss: 2.2277 val loss: 1.0149 Epoch 29/100 ---------- lr: 0.01 train loss: 2.2021 val loss: 0.7922 Epoch 30/100 ---------- lr: 0.01 train loss: 2.2149 val loss: 0.9716 Epoch 31/100 ---------- lr: 0.01 train loss: 2.5722 val loss: 1.7527 Epoch 32/100 ---------- lr: 0.01 train loss: 2.5290 val loss: 1.0571 Epoch 33/100 ---------- lr: 0.01 train loss: 2.2209 val loss: 0.8198 Epoch 34/100 ---------- lr: 0.01 train loss: 2.6275 val loss: 1.4064 Epoch 35/100 ---------- lr: 0.01 train loss: 2.4570 val loss: 1.0409 Epoch 36/100 ---------- lr: 0.01 train loss: 2.2911 val loss: 1.0333 Epoch 37/100 ---------- lr: 0.01 train loss: 2.2080 val loss: 0.9536 Epoch 38/100 ---------- lr: 0.01 train loss: 2.1528 val loss: 0.8444 Epoch 39/100 ---------- lr: 0.01 train loss: 2.4380 val loss: 0.9204 Epoch 40/100 ---------- lr: 0.01 train loss: 2.2760 val loss: 1.5595 Epoch 41/100 ---------- lr: 0.01 train loss: 2.5666 val loss: 1.4589 Epoch 42/100 ---------- lr: 0.01 train loss: 2.4335 val loss: 0.9163 Epoch 43/100 ---------- lr: 0.01 train loss: 2.2449 val loss: 0.9183 Epoch 44/100 ---------- lr: 0.01 train loss: 2.1743 val loss: 0.9492 Epoch 45/100 ---------- lr: 0.01 train loss: 2.1176 val loss: 0.7980 Epoch 46/100 ---------- lr: 0.01 train loss: 2.1034 val loss: 0.8111 Epoch 47/100 ---------- lr: 0.01 train loss: 2.2836 val loss: 0.7980 Epoch 48/100 ---------- lr: 0.01 train loss: 2.1136 val loss: 0.8434 Epoch 49/100 ---------- lr: 0.01 train loss: 2.0801 val loss: 0.9003 Epoch 50/100 ---------- lr: 0.01 train loss: 2.1352 val loss: 0.8137 Epoch 51/100 ---------- lr: 0.005 train loss: 1.9749 val loss: 0.6972 Epoch 52/100 ---------- lr: 0.005 train loss: 1.9322 val loss: 0.6424 Epoch 53/100 ---------- lr: 0.005 train loss: 1.9192 val loss: 0.6352 Epoch 54/100 ---------- lr: 0.005 train loss: 1.9284 val loss: 0.7285 Epoch 55/100 ---------- lr: 0.005 train loss: 1.9383 val loss: 0.6863 Epoch 56/100 ---------- lr: 0.005 train loss: 1.9221 val loss: 0.6566 Epoch 57/100 ---------- lr: 0.005 train loss: 1.9203 val loss: 0.6278 Epoch 58/100 ---------- lr: 0.005 train loss: 1.9178 val loss: 0.6529 Epoch 59/100 ---------- lr: 0.005 train loss: 1.9246 val loss: 0.7098 Epoch 60/100 ---------- lr: 0.005 train loss: 2.0360 val loss: 0.6655 Epoch 61/100 ---------- lr: 0.005 train loss: 1.9252 val loss: 0.6420 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9326 val loss: 0.6241 Epoch 63/100 ---------- lr: 0.005 train loss: 1.8924 val loss: 0.9181 Epoch 64/100 ---------- lr: 0.005 train loss: 1.9700 val loss: 0.5953 Epoch 65/100 ---------- lr: 0.005 train loss: 1.8896 val loss: 0.7789 Epoch 66/100 ---------- lr: 0.005 train loss: 1.8971 val loss: 0.6371 Epoch 67/100 ---------- lr: 0.005 train loss: 1.9005 val loss: 0.6097 Epoch 68/100 ---------- lr: 0.005 train loss: 1.8810 val loss: 0.5857 Epoch 69/100 ---------- lr: 0.005 train loss: 1.8737 val loss: 0.5634 Epoch 70/100 ---------- lr: 0.005 train loss: 1.8685 val loss: 0.6262 Epoch 71/100 ---------- lr: 0.005 train loss: 1.8688 val loss: 0.5634 Epoch 72/100 ---------- lr: 0.005 train loss: 1.8694 val loss: 0.5930 Epoch 73/100 ---------- lr: 0.005 train loss: 1.8578 val loss: 0.5791 Epoch 74/100 ---------- lr: 0.005 train loss: 1.8852 val loss: 0.6075 Epoch 75/100 ---------- lr: 0.005 train loss: 1.8618 val loss: 0.6137 Epoch 76/100 ---------- lr: 0.005 train loss: 1.8718 val loss: 0.5931 Epoch 77/100 ---------- lr: 0.005 train loss: 1.8579 val loss: 0.5947 Epoch 78/100 ---------- lr: 0.005 train loss: 1.8515 val loss: 0.5788 Epoch 79/100 ---------- lr: 0.005 train loss: 1.8588 val loss: 0.5621 Epoch 80/100 ---------- lr: 0.005 train loss: 1.8997 val loss: 0.6099 Epoch 81/100 ---------- lr: 0.005 train loss: 1.8634 val loss: 0.6025 Epoch 82/100 ---------- lr: 0.005 train loss: 1.8369 val loss: 0.5946 Epoch 83/100 ---------- lr: 0.005 train loss: 1.8443 val loss: 0.5826 Epoch 84/100 ---------- lr: 0.005 train loss: 1.8652 val loss: 0.5582 Epoch 85/100 ---------- lr: 0.005 train loss: 1.8717 val loss: 0.5887 Epoch 86/100 ---------- lr: 0.005 train loss: 1.8513 val loss: 0.5500 Epoch 87/100 ---------- lr: 0.005 train loss: 1.8564 val loss: 0.5817 Epoch 88/100 ---------- lr: 0.005 train loss: 1.8162 val loss: 0.5311 Epoch 89/100 ---------- lr: 0.005 train loss: 1.8200 val loss: 0.7546 Epoch 90/100 ---------- lr: 0.005 train loss: 1.9355 val loss: 0.6649 Epoch 91/100 ---------- lr: 0.005 train loss: 1.8507 val loss: 0.5839 Epoch 92/100 ---------- lr: 0.005 train loss: 1.8125 val loss: 0.5444 Epoch 93/100 ---------- lr: 0.005 train loss: 1.8082 val loss: 0.5218 Epoch 94/100 ---------- lr: 0.005 train loss: 1.8228 val loss: 0.5681 Epoch 95/100 ---------- lr: 0.005 train loss: 1.8797 val loss: 0.5204 Epoch 96/100 ---------- lr: 0.005 train loss: 1.8475 val loss: 0.6857 Epoch 97/100 ---------- lr: 0.005 train loss: 1.9033 val loss: 0.6315 Epoch 98/100 ---------- lr: 0.005 train loss: 1.9100 val loss: 0.6371 Epoch 99/100 ---------- lr: 0.005 train loss: 1.8383 val loss: 0.5655 Epoch 100/100 ---------- lr: 0.005 train loss: 1.8206 val loss: 0.5629 Training complete in 7m 8s Best val loss: 0.5204 at epoch 95 Val MSE at best epoch: 0.2202