Epoch 1/100 ---------- lr: 0.01 train loss: 14.9383 val loss: 5.0265 Epoch 2/100 ---------- lr: 0.01 train loss: 5.2688 val loss: 3.6978 Epoch 3/100 ---------- lr: 0.01 train loss: 4.3042 val loss: 3.0237 Epoch 4/100 ---------- lr: 0.01 train loss: 3.8411 val loss: 3.3342 Epoch 5/100 ---------- lr: 0.01 train loss: 4.2738 val loss: 2.6715 Epoch 6/100 ---------- lr: 0.01 train loss: 3.4315 val loss: 3.4440 Epoch 7/100 ---------- lr: 0.01 train loss: 3.2680 val loss: 2.0155 Epoch 8/100 ---------- lr: 0.01 train loss: 2.7902 val loss: 1.9744 Epoch 9/100 ---------- lr: 0.01 train loss: 2.6845 val loss: 2.0381 Epoch 10/100 ---------- lr: 0.01 train loss: 2.7838 val loss: 1.7013 Epoch 11/100 ---------- lr: 0.01 train loss: 2.3696 val loss: 1.6290 Epoch 12/100 ---------- lr: 0.01 train loss: 2.3039 val loss: 1.5517 Epoch 13/100 ---------- lr: 0.01 train loss: 2.1551 val loss: 1.2400 Epoch 14/100 ---------- lr: 0.01 train loss: 2.1412 val loss: 1.5122 Epoch 15/100 ---------- lr: 0.01 train loss: 2.0582 val loss: 1.2240 Epoch 16/100 ---------- lr: 0.01 train loss: 2.1316 val loss: 1.1478 Epoch 17/100 ---------- lr: 0.01 train loss: 1.8799 val loss: 1.0542 Epoch 18/100 ---------- lr: 0.01 train loss: 2.3895 val loss: 1.6714 Epoch 19/100 ---------- lr: 0.01 train loss: 2.0626 val loss: 1.1190 Epoch 20/100 ---------- lr: 0.01 train loss: 1.8751 val loss: 1.0175 Epoch 21/100 ---------- lr: 0.01 train loss: 1.9045 val loss: 1.0676 Epoch 22/100 ---------- lr: 0.01 train loss: 1.6742 val loss: 0.8143 Epoch 23/100 ---------- lr: 0.01 train loss: 1.7475 val loss: 1.2351 Epoch 24/100 ---------- lr: 0.01 train loss: 1.8212 val loss: 0.8578 Epoch 25/100 ---------- lr: 0.01 train loss: 1.6345 val loss: 0.9356 Epoch 26/100 ---------- lr: 0.01 train loss: 1.5927 val loss: 0.9031 Epoch 27/100 ---------- lr: 0.01 train loss: 2.1523 val loss: 2.5716 Epoch 28/100 ---------- lr: 0.01 train loss: 2.2613 val loss: 1.2052 Epoch 29/100 ---------- lr: 0.01 train loss: 1.6572 val loss: 0.9631 Epoch 30/100 ---------- lr: 0.01 train loss: 1.5222 val loss: 0.7532 Epoch 31/100 ---------- lr: 0.01 train loss: 1.5020 val loss: 0.9371 Epoch 32/100 ---------- lr: 0.01 train loss: 1.5484 val loss: 0.8759 Epoch 33/100 ---------- lr: 0.01 train loss: 1.8705 val loss: 1.1542 Epoch 34/100 ---------- lr: 0.01 train loss: 2.0942 val loss: 1.0964 Epoch 35/100 ---------- lr: 0.01 train loss: 1.6682 val loss: 0.7991 Epoch 36/100 ---------- lr: 0.01 train loss: 1.5253 val loss: 0.7481 Epoch 37/100 ---------- lr: 0.01 train loss: 1.4521 val loss: 0.6528 Epoch 38/100 ---------- lr: 0.01 train loss: 1.4194 val loss: 0.7367 Epoch 39/100 ---------- lr: 0.01 train loss: 1.7542 val loss: 1.0404 Epoch 40/100 ---------- lr: 0.01 train loss: 1.7055 val loss: 0.7279 Epoch 41/100 ---------- lr: 0.01 train loss: 1.4592 val loss: 0.6724 Epoch 42/100 ---------- lr: 0.01 train loss: 1.4316 val loss: 0.6927 Epoch 43/100 ---------- lr: 0.01 train loss: 1.4058 val loss: 0.6706 Epoch 44/100 ---------- lr: 0.01 train loss: 1.4032 val loss: 0.6197 Epoch 45/100 ---------- lr: 0.01 train loss: 1.3991 val loss: 0.6604 Epoch 46/100 ---------- lr: 0.01 train loss: 1.4906 val loss: 0.6959 Epoch 47/100 ---------- lr: 0.01 train loss: 1.3784 val loss: 0.6405 Epoch 48/100 ---------- lr: 0.01 train loss: 1.3311 val loss: 0.7537 Epoch 49/100 ---------- lr: 0.01 train loss: 1.4246 val loss: 0.8062 Epoch 50/100 ---------- lr: 0.01 train loss: 6.7174 val loss: 8.5739 Epoch 51/100 ---------- lr: 0.01 train loss: 8.0471 val loss: 7.2244 Epoch 52/100 ---------- lr: 0.01 train loss: 8.3311 val loss: 8.3836 Epoch 53/100 ---------- lr: 0.01 train loss: 8.0945 val loss: 7.2017 Epoch 54/100 ---------- lr: 0.01 train loss: 7.5219 val loss: 6.7448 Epoch 55/100 ---------- lr: 0.01 train loss: 7.2088 val loss: 6.5730 Epoch 56/100 ---------- lr: 0.01 train loss: 7.2124 val loss: 6.8261 Epoch 57/100 ---------- lr: 0.01 train loss: 7.7855 val loss: 8.5679 Epoch 58/100 ---------- lr: 0.01 train loss: 9.5703 val loss: 9.1672 Epoch 59/100 ---------- lr: 0.01 train loss: 9.4148 val loss: 8.4288 Epoch 60/100 ---------- lr: 0.01 train loss: 8.8896 val loss: 7.7497 Epoch 61/100 ---------- lr: 0.01 train loss: 8.4455 val loss: 7.5516 Epoch 62/100 ---------- lr: 0.01 train loss: 8.8248 val loss: 8.0866 Epoch 63/100 ---------- lr: 0.01 train loss: 8.6087 val loss: 7.9618 Epoch 64/100 ---------- lr: 0.01 train loss: 8.4283 val loss: 7.6370 Epoch 65/100 ---------- lr: 0.01 train loss: 8.1691 val loss: 7.5426 Epoch 66/100 ---------- lr: 0.005 train loss: 7.6984 val loss: 6.9524 Epoch 67/100 ---------- lr: 0.005 train loss: 7.6080 val loss: 6.9418 Epoch 68/100 ---------- lr: 0.005 train loss: 7.7151 val loss: 6.8755 Epoch 69/100 ---------- lr: 0.005 train loss: 7.4763 val loss: 6.6204 Epoch 70/100 ---------- lr: 0.005 train loss: 7.3379 val loss: 6.6389 Epoch 71/100 ---------- lr: 0.005 train loss: 7.3952 val loss: 6.5624 Epoch 72/100 ---------- lr: 0.005 train loss: 7.3520 val loss: 6.5082 Epoch 73/100 ---------- lr: 0.005 train loss: 7.3100 val loss: 6.4460 Epoch 74/100 ---------- lr: 0.005 train loss: 7.1660 val loss: 6.4003 Epoch 75/100 ---------- lr: 0.005 train loss: 7.3541 val loss: 6.5205 Epoch 76/100 ---------- lr: 0.005 train loss: 7.2186 val loss: 6.6582 Epoch 77/100 ---------- lr: 0.005 train loss: 7.1075 val loss: 6.3652 Epoch 78/100 ---------- lr: 0.005 train loss: 7.1729 val loss: 6.4639 Epoch 79/100 ---------- lr: 0.005 train loss: 7.4750 val loss: 6.9080 Epoch 80/100 ---------- lr: 0.005 train loss: 7.5640 val loss: 6.6410 Epoch 81/100 ---------- lr: 0.005 train loss: 7.3480 val loss: 6.5887 Epoch 82/100 ---------- lr: 0.005 train loss: 7.5984 val loss: 7.1861 Epoch 83/100 ---------- lr: 0.005 train loss: 8.2045 val loss: 7.9661 Epoch 84/100 ---------- lr: 0.005 train loss: 8.6992 val loss: 7.3642 Epoch 85/100 ---------- lr: 0.005 train loss: 8.1537 val loss: 7.2112 Epoch 86/100 ---------- lr: 0.005 train loss: 8.1215 val loss: 6.9008 Epoch 87/100 ---------- lr: 0.0025 train loss: 7.7663 val loss: 6.5458 Epoch 88/100 ---------- lr: 0.0025 train loss: 7.5571 val loss: 6.4385 Epoch 89/100 ---------- lr: 0.0025 train loss: 7.5422 val loss: 6.3839 Epoch 90/100 ---------- lr: 0.0025 train loss: 7.4894 val loss: 6.2920 Epoch 91/100 ---------- lr: 0.0025 train loss: 7.3672 val loss: 6.1231 Epoch 92/100 ---------- lr: 0.0025 train loss: 7.3497 val loss: 6.5440 Epoch 93/100 ---------- lr: 0.0025 train loss: 7.2597 val loss: 6.2758 Epoch 94/100 ---------- lr: 0.0025 train loss: 7.1583 val loss: 6.3007 Epoch 95/100 ---------- lr: 0.0025 train loss: 7.1831 val loss: 6.3064 Epoch 96/100 ---------- lr: 0.0025 train loss: 7.0249 val loss: 6.2017 Epoch 97/100 ---------- lr: 0.0025 train loss: 7.2124 val loss: 6.5947 Epoch 98/100 ---------- lr: 0.0025 train loss: 7.5500 val loss: 6.6500 Epoch 99/100 ---------- lr: 0.0025 train loss: 7.2913 val loss: 6.7573 Epoch 100/100 ---------- lr: 0.0025 train loss: 7.3881 val loss: 6.6761 Training complete in 7m 57s Best val loss: 0.6197 at epoch 44 Val MSE at best epoch: 0.2192