Epoch 1/100 ---------- lr: 0.01 train loss: 7.5174 val loss: 3.3555 Epoch 2/100 ---------- lr: 0.01 train loss: 3.8395 val loss: 2.6321 Epoch 3/100 ---------- lr: 0.01 train loss: 3.2861 val loss: 2.9196 Epoch 4/100 ---------- lr: 0.01 train loss: 2.8840 val loss: 2.5019 Epoch 5/100 ---------- lr: 0.01 train loss: 2.5992 val loss: 2.3679 Epoch 6/100 ---------- lr: 0.01 train loss: 2.3188 val loss: 1.7954 Epoch 7/100 ---------- lr: 0.01 train loss: 2.2128 val loss: 1.7225 Epoch 8/100 ---------- lr: 0.01 train loss: 2.1091 val loss: 1.1859 Epoch 9/100 ---------- lr: 0.01 train loss: 1.8642 val loss: 1.3351 Epoch 10/100 ---------- lr: 0.01 train loss: 1.6642 val loss: 1.0544 Epoch 11/100 ---------- lr: 0.01 train loss: 1.5806 val loss: 1.4720 Epoch 12/100 ---------- lr: 0.01 train loss: 1.7572 val loss: 1.9598 Epoch 13/100 ---------- lr: 0.01 train loss: 1.7633 val loss: 0.9666 Epoch 14/100 ---------- lr: 0.01 train loss: 1.4251 val loss: 0.8571 Epoch 15/100 ---------- lr: 0.01 train loss: 1.3219 val loss: 0.7400 Epoch 16/100 ---------- lr: 0.01 train loss: 1.3374 val loss: 0.9831 Epoch 17/100 ---------- lr: 0.01 train loss: 1.5834 val loss: 1.2946 Epoch 18/100 ---------- lr: 0.01 train loss: 1.4295 val loss: 0.7716 Epoch 19/100 ---------- lr: 0.01 train loss: 1.2700 val loss: 0.7073 Epoch 20/100 ---------- lr: 0.01 train loss: 1.2005 val loss: 0.8702 Epoch 21/100 ---------- lr: 0.01 train loss: 1.1823 val loss: 0.6823 Epoch 22/100 ---------- lr: 0.01 train loss: 1.1069 val loss: 0.7134 Epoch 23/100 ---------- lr: 0.01 train loss: 1.0805 val loss: 0.5866 Epoch 24/100 ---------- lr: 0.01 train loss: 1.2823 val loss: 0.9626 Epoch 25/100 ---------- lr: 0.01 train loss: 1.3417 val loss: 0.7585 Epoch 26/100 ---------- lr: 0.01 train loss: 1.1499 val loss: 0.6142 Epoch 27/100 ---------- lr: 0.01 train loss: 1.0444 val loss: 0.5328 Epoch 28/100 ---------- lr: 0.01 train loss: 1.0657 val loss: 0.6775 Epoch 29/100 ---------- lr: 0.01 train loss: 1.1325 val loss: 0.5882 Epoch 30/100 ---------- lr: 0.01 train loss: 0.9861 val loss: 0.5537 Epoch 31/100 ---------- lr: 0.01 train loss: 1.0511 val loss: 0.6323 Epoch 32/100 ---------- lr: 0.01 train loss: 1.4978 val loss: 1.7253 Epoch 33/100 ---------- lr: 0.01 train loss: 1.5354 val loss: 0.8582 Epoch 34/100 ---------- lr: 0.01 train loss: 1.0841 val loss: 0.5141 Epoch 35/100 ---------- lr: 0.01 train loss: 0.9640 val loss: 0.4929 Epoch 36/100 ---------- lr: 0.01 train loss: 1.0024 val loss: 0.5196 Epoch 37/100 ---------- lr: 0.01 train loss: 0.9627 val loss: 0.4555 Epoch 38/100 ---------- lr: 0.01 train loss: 0.9878 val loss: 0.5173 Epoch 39/100 ---------- lr: 0.01 train loss: 0.9859 val loss: 0.4667 Epoch 40/100 ---------- lr: 0.01 train loss: 1.1806 val loss: 1.8074 Epoch 41/100 ---------- lr: 0.01 train loss: 2.9309 val loss: 4.1067 Epoch 42/100 ---------- lr: 0.01 train loss: 6.2651 val loss: 7.5466 Epoch 43/100 ---------- lr: 0.01 train loss: 6.9836 val loss: 5.8116 Epoch 44/100 ---------- lr: 0.01 train loss: 6.8213 val loss: 7.1657 Epoch 45/100 ---------- lr: 0.01 train loss: 7.1809 val loss: 7.0393 Epoch 46/100 ---------- lr: 0.01 train loss: 8.5101 val loss: 7.1400 Epoch 47/100 ---------- lr: 0.01 train loss: 7.0140 val loss: 6.3795 Epoch 48/100 ---------- lr: 0.01 train loss: 6.6230 val loss: 6.4946 Epoch 49/100 ---------- lr: 0.01 train loss: 7.0806 val loss: 6.1190 Epoch 50/100 ---------- lr: 0.01 train loss: 6.8239 val loss: 6.0183 Epoch 51/100 ---------- lr: 0.01 train loss: 6.3850 val loss: 6.1505 Epoch 52/100 ---------- lr: 0.01 train loss: 6.3041 val loss: 5.7933 Epoch 53/100 ---------- lr: 0.01 train loss: 6.4211 val loss: 5.7305 Epoch 54/100 ---------- lr: 0.01 train loss: 6.2973 val loss: 5.5916 Epoch 55/100 ---------- lr: 0.01 train loss: 6.0561 val loss: 5.2893 Epoch 56/100 ---------- lr: 0.01 train loss: 6.2389 val loss: 5.4451 Epoch 57/100 ---------- lr: 0.01 train loss: 6.2044 val loss: 5.8181 Epoch 58/100 ---------- lr: 0.01 train loss: 6.3964 val loss: 5.7047 Epoch 59/100 ---------- lr: 0.005 train loss: 6.2637 val loss: 5.8384 Epoch 60/100 ---------- lr: 0.005 train loss: 6.0216 val loss: 5.2091 Epoch 61/100 ---------- lr: 0.005 train loss: 5.7327 val loss: 5.0184 Epoch 62/100 ---------- lr: 0.005 train loss: 5.7086 val loss: 5.0767 Epoch 63/100 ---------- lr: 0.005 train loss: 5.7244 val loss: 5.1365 Epoch 64/100 ---------- lr: 0.005 train loss: 5.7545 val loss: 5.5934 Epoch 65/100 ---------- lr: 0.005 train loss: 6.1542 val loss: 5.2099 Epoch 66/100 ---------- lr: 0.005 train loss: 6.0588 val loss: 5.6104 Epoch 67/100 ---------- lr: 0.005 train loss: 6.3823 val loss: 6.4725 Epoch 68/100 ---------- lr: 0.005 train loss: 6.9254 val loss: 6.5430 Epoch 69/100 ---------- lr: 0.005 train loss: 6.6693 val loss: 6.2741 Epoch 70/100 ---------- lr: 0.005 train loss: 6.5056 val loss: 6.2226 Epoch 71/100 ---------- lr: 0.005 train loss: 6.3425 val loss: 6.0839 Epoch 72/100 ---------- lr: 0.005 train loss: 6.3672 val loss: 6.1952 Epoch 73/100 ---------- lr: 0.005 train loss: 6.2704 val loss: 6.3377 Epoch 74/100 ---------- lr: 0.005 train loss: 6.2015 val loss: 5.7465 Epoch 75/100 ---------- lr: 0.005 train loss: 6.2053 val loss: 5.8007 Epoch 76/100 ---------- lr: 0.005 train loss: 6.0538 val loss: 5.6379 Epoch 77/100 ---------- lr: 0.005 train loss: 6.0560 val loss: 5.7713 Epoch 78/100 ---------- lr: 0.005 train loss: 6.2474 val loss: 5.9870 Epoch 79/100 ---------- lr: 0.005 train loss: 6.1686 val loss: 5.5212 Epoch 80/100 ---------- lr: 0.0025 train loss: 5.8115 val loss: 5.3957 Epoch 81/100 ---------- lr: 0.0025 train loss: 5.7095 val loss: 5.3998 Epoch 82/100 ---------- lr: 0.0025 train loss: 5.6397 val loss: 5.2610 Epoch 83/100 ---------- lr: 0.0025 train loss: 5.5863 val loss: 5.2065 Epoch 84/100 ---------- lr: 0.0025 train loss: 5.5781 val loss: 5.1085 Epoch 85/100 ---------- lr: 0.0025 train loss: 5.4889 val loss: 5.1404 Epoch 86/100 ---------- lr: 0.0025 train loss: 5.4033 val loss: 5.0196 Epoch 87/100 ---------- lr: 0.0025 train loss: 5.3772 val loss: 4.9509 Epoch 88/100 ---------- lr: 0.0025 train loss: 5.4302 val loss: 5.2602 Epoch 89/100 ---------- lr: 0.0025 train loss: 5.7289 val loss: 5.3207 Epoch 90/100 ---------- lr: 0.0025 train loss: 5.8233 val loss: 5.2537 Epoch 91/100 ---------- lr: 0.0025 train loss: 5.6002 val loss: 5.0902 Epoch 92/100 ---------- lr: 0.0025 train loss: 5.4501 val loss: 4.9436 Epoch 93/100 ---------- lr: 0.0025 train loss: 5.3630 val loss: 5.1111 Epoch 94/100 ---------- lr: 0.0025 train loss: 5.3689 val loss: 5.0249 Epoch 95/100 ---------- lr: 0.0025 train loss: 5.3184 val loss: 4.8614 Epoch 96/100 ---------- lr: 0.0025 train loss: 5.2789 val loss: 4.9172 Epoch 97/100 ---------- lr: 0.0025 train loss: 5.2866 val loss: 5.0729 Epoch 98/100 ---------- lr: 0.0025 train loss: 5.2633 val loss: 4.8978 Epoch 99/100 ---------- lr: 0.0025 train loss: 5.2265 val loss: 5.0033 Epoch 100/100 ---------- lr: 0.0025 train loss: 5.2140 val loss: 4.9048 Training complete in 8m 6s Best val loss: 0.4555 at epoch 37 Val MSE at best epoch: 0.1866