Epoch 1/100 ---------- lr: 0.001 train loss: 23.9059 val loss: 5.5406 Epoch 2/100 ---------- lr: 0.001 train loss: 5.8237 val loss: 4.0974 Epoch 3/100 ---------- lr: 0.001 train loss: 4.8706 val loss: 3.6255 Epoch 4/100 ---------- lr: 0.001 train loss: 3.9396 val loss: 2.8902 Epoch 5/100 ---------- lr: 0.001 train loss: 3.4152 val loss: 2.5054 Epoch 6/100 ---------- lr: 0.001 train loss: 3.0012 val loss: 2.2034 Epoch 7/100 ---------- lr: 0.001 train loss: 3.0029 val loss: 2.0563 Epoch 8/100 ---------- lr: 0.001 train loss: 2.6406 val loss: 2.6821 Epoch 9/100 ---------- lr: 0.001 train loss: 2.5070 val loss: 2.2027 Epoch 10/100 ---------- lr: 0.001 train loss: 2.2154 val loss: 1.7846 Epoch 11/100 ---------- lr: 0.001 train loss: 2.0177 val loss: 1.3025 Epoch 12/100 ---------- lr: 0.001 train loss: 1.8556 val loss: 1.1401 Epoch 13/100 ---------- lr: 0.001 train loss: 2.0199 val loss: 1.4480 Epoch 14/100 ---------- lr: 0.001 train loss: 1.7060 val loss: 1.3832 Epoch 15/100 ---------- lr: 0.001 train loss: 1.8967 val loss: 1.1243 Epoch 16/100 ---------- lr: 0.001 train loss: 1.5083 val loss: 0.8028 Epoch 17/100 ---------- lr: 0.001 train loss: 1.4665 val loss: 1.1630 Epoch 18/100 ---------- lr: 0.001 train loss: 1.4081 val loss: 0.8311 Epoch 19/100 ---------- lr: 0.001 train loss: 1.4611 val loss: 1.3295 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3884 val loss: 1.3518 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2009 val loss: 0.6817 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1234 val loss: 0.6209 Epoch 23/100 ---------- lr: 0.001 train loss: 1.0857 val loss: 0.5810 Epoch 24/100 ---------- lr: 0.001 train loss: 1.0624 val loss: 0.6918 Epoch 25/100 ---------- lr: 0.001 train loss: 1.0911 val loss: 0.5414 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0273 val loss: 0.5482 Epoch 27/100 ---------- lr: 0.001 train loss: 1.4695 val loss: 0.6389 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0190 val loss: 0.6477 Epoch 29/100 ---------- lr: 0.001 train loss: 0.9460 val loss: 0.4718 Epoch 30/100 ---------- lr: 0.001 train loss: 0.8306 val loss: 0.3977 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9388 val loss: 0.5167 Epoch 32/100 ---------- lr: 0.001 train loss: 1.2632 val loss: 0.8063 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8621 val loss: 0.4018 Epoch 34/100 ---------- lr: 0.001 train loss: 0.7801 val loss: 0.3979 Epoch 35/100 ---------- lr: 0.001 train loss: 0.7561 val loss: 0.3628 Epoch 36/100 ---------- lr: 0.001 train loss: 0.7749 val loss: 0.4191 Epoch 37/100 ---------- lr: 0.001 train loss: 0.7830 val loss: 0.3800 Epoch 38/100 ---------- lr: 0.001 train loss: 1.5310 val loss: 0.9440 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9502 val loss: 0.3735 Epoch 40/100 ---------- lr: 0.001 train loss: 0.7550 val loss: 0.3391 Epoch 41/100 ---------- lr: 0.001 train loss: 0.7209 val loss: 0.2988 Epoch 42/100 ---------- lr: 0.001 train loss: 0.6947 val loss: 0.3088 Epoch 43/100 ---------- lr: 0.001 train loss: 0.7154 val loss: 0.3476 Epoch 44/100 ---------- lr: 0.001 train loss: 0.7342 val loss: 0.3761 Epoch 45/100 ---------- lr: 0.001 train loss: 0.7896 val loss: 0.4993 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8478 val loss: 0.7870 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8863 val loss: 0.3302 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6778 val loss: 0.2598 Epoch 49/100 ---------- lr: 0.001 train loss: 0.6502 val loss: 0.2730 Epoch 50/100 ---------- lr: 0.001 train loss: 0.6950 val loss: 0.4027 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7301 val loss: 0.3703 Epoch 52/100 ---------- lr: 0.001 train loss: 0.9504 val loss: 1.3264 Epoch 53/100 ---------- lr: 0.001 train loss: 0.9785 val loss: 0.3410 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6753 val loss: 0.2699 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6400 val loss: 0.2397 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6231 val loss: 0.2271 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6187 val loss: 0.2637 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6142 val loss: 0.2491 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6335 val loss: 0.2427 Epoch 60/100 ---------- lr: 0.001 train loss: 0.6118 val loss: 0.2364 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6166 val loss: 0.2154 Epoch 62/100 ---------- lr: 0.001 train loss: 0.8659 val loss: 0.4247 Epoch 63/100 ---------- lr: 0.001 train loss: 0.8249 val loss: 0.2940 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6189 val loss: 0.2207 Epoch 65/100 ---------- lr: 0.001 train loss: 0.5821 val loss: 0.2074 Epoch 66/100 ---------- lr: 0.001 train loss: 0.5817 val loss: 0.2056 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5837 val loss: 0.2295 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5809 val loss: 0.2209 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5919 val loss: 0.3335 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6924 val loss: 0.7227 Epoch 71/100 ---------- lr: 0.001 train loss: 0.8929 val loss: 0.3350 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5948 val loss: 0.2125 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5626 val loss: 0.1943 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5617 val loss: 0.2051 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5614 val loss: 0.2124 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5875 val loss: 0.2365 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6591 val loss: 0.3371 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5792 val loss: 0.2194 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5609 val loss: 0.2164 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6474 val loss: 0.3542 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6058 val loss: 0.1893 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5443 val loss: 0.1831 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5408 val loss: 0.2148 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5607 val loss: 0.2273 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5702 val loss: 0.2077 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6718 val loss: 0.3785 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6144 val loss: 0.1825 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5342 val loss: 0.1656 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5262 val loss: 0.1671 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5259 val loss: 0.1846 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5262 val loss: 0.1644 Epoch 92/100 ---------- lr: 0.001 train loss: 1.2485 val loss: 0.4614 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6838 val loss: 0.3345 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6046 val loss: 0.2089 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5496 val loss: 0.1850 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5339 val loss: 0.1722 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5323 val loss: 0.1862 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5274 val loss: 0.1939 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5269 val loss: 0.1696 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5178 val loss: 0.1749 Training complete in 24m 14s Best val loss: 0.1644 at epoch 91 Val MSE at best epoch: 0.0582