Epoch 1/100 ---------- lr: 0.001 train loss: 72.7113 val loss: 35.2904 Epoch 2/100 ---------- lr: 0.001 train loss: 18.2020 val loss: 7.5418 Epoch 3/100 ---------- lr: 0.001 train loss: 9.1227 val loss: 5.0076 Epoch 4/100 ---------- lr: 0.001 train loss: 7.5750 val loss: 4.2719 Epoch 5/100 ---------- lr: 0.001 train loss: 6.6856 val loss: 3.9803 Epoch 6/100 ---------- lr: 0.001 train loss: 6.1587 val loss: 3.3355 Epoch 7/100 ---------- lr: 0.001 train loss: 5.6061 val loss: 2.9145 Epoch 8/100 ---------- lr: 0.001 train loss: 5.2064 val loss: 2.8138 Epoch 9/100 ---------- lr: 0.001 train loss: 4.8834 val loss: 2.6583 Epoch 10/100 ---------- lr: 0.001 train loss: 4.5941 val loss: 2.4430 Epoch 11/100 ---------- lr: 0.001 train loss: 4.3167 val loss: 2.2533 Epoch 12/100 ---------- lr: 0.001 train loss: 4.1062 val loss: 2.2808 Epoch 13/100 ---------- lr: 0.001 train loss: 4.0926 val loss: 1.9953 Epoch 14/100 ---------- lr: 0.001 train loss: 3.8194 val loss: 1.8936 Epoch 15/100 ---------- lr: 0.001 train loss: 3.6927 val loss: 1.9901 Epoch 16/100 ---------- lr: 0.001 train loss: 3.6763 val loss: 1.7040 Epoch 17/100 ---------- lr: 0.001 train loss: 3.5742 val loss: 1.6604 Epoch 18/100 ---------- lr: 0.001 train loss: 3.4296 val loss: 1.8943 Epoch 19/100 ---------- lr: 0.001 train loss: 3.4521 val loss: 1.6055 Epoch 20/100 ---------- lr: 0.001 train loss: 3.3202 val loss: 1.4899 Epoch 21/100 ---------- lr: 0.001 train loss: 3.3190 val loss: 1.7005 Epoch 22/100 ---------- lr: 0.001 train loss: 3.2952 val loss: 1.3994 Epoch 23/100 ---------- lr: 0.001 train loss: 3.1309 val loss: 1.3346 Epoch 24/100 ---------- lr: 0.001 train loss: 3.0544 val loss: 1.2826 Epoch 25/100 ---------- lr: 0.001 train loss: 3.0463 val loss: 1.2365 Epoch 26/100 ---------- lr: 0.001 train loss: 3.2088 val loss: 1.6777 Epoch 27/100 ---------- lr: 0.001 train loss: 3.0029 val loss: 1.2369 Epoch 28/100 ---------- lr: 0.001 train loss: 2.9256 val loss: 1.2373 Epoch 29/100 ---------- lr: 0.001 train loss: 2.8856 val loss: 1.1531 Epoch 30/100 ---------- lr: 0.001 train loss: 2.8468 val loss: 1.1529 Epoch 31/100 ---------- lr: 0.001 train loss: 3.0514 val loss: 1.2056 Epoch 32/100 ---------- lr: 0.001 train loss: 2.8044 val loss: 1.0921 Epoch 33/100 ---------- lr: 0.001 train loss: 2.9737 val loss: 1.1695 Epoch 34/100 ---------- lr: 0.001 train loss: 2.7862 val loss: 1.2069 Epoch 35/100 ---------- lr: 0.001 train loss: 2.8935 val loss: 1.1242 Epoch 36/100 ---------- lr: 0.001 train loss: 2.7299 val loss: 1.0466 Epoch 37/100 ---------- lr: 0.001 train loss: 2.6685 val loss: 1.0565 Epoch 38/100 ---------- lr: 0.001 train loss: 2.7083 val loss: 0.9981 Epoch 39/100 ---------- lr: 0.001 train loss: 2.6924 val loss: 0.9932 Epoch 40/100 ---------- lr: 0.001 train loss: 2.6432 val loss: 0.9917 Epoch 41/100 ---------- lr: 0.001 train loss: 2.6004 val loss: 0.9576 Epoch 42/100 ---------- lr: 0.001 train loss: 2.5734 val loss: 0.9295 Epoch 43/100 ---------- lr: 0.001 train loss: 2.6327 val loss: 1.0253 Epoch 44/100 ---------- lr: 0.001 train loss: 2.5731 val loss: 0.9256 Epoch 45/100 ---------- lr: 0.001 train loss: 2.5215 val loss: 0.8446 Epoch 46/100 ---------- lr: 0.001 train loss: 2.5499 val loss: 1.0256 Epoch 47/100 ---------- lr: 0.001 train loss: 2.6003 val loss: 0.8550 Epoch 48/100 ---------- lr: 0.001 train loss: 2.4674 val loss: 0.8355 Epoch 49/100 ---------- lr: 0.001 train loss: 2.4613 val loss: 0.8937 Epoch 50/100 ---------- lr: 0.001 train loss: 2.4643 val loss: 0.9308 Epoch 51/100 ---------- lr: 0.001 train loss: 2.4341 val loss: 0.8365 Epoch 52/100 ---------- lr: 0.001 train loss: 2.4377 val loss: 0.8292 Epoch 53/100 ---------- lr: 0.001 train loss: 2.4699 val loss: 1.1939 Epoch 54/100 ---------- lr: 0.001 train loss: 2.5983 val loss: 0.9380 Epoch 55/100 ---------- lr: 0.001 train loss: 2.3908 val loss: 0.7887 Epoch 56/100 ---------- lr: 0.001 train loss: 2.3595 val loss: 0.7947 Epoch 57/100 ---------- lr: 0.001 train loss: 2.3351 val loss: 0.7632 Epoch 58/100 ---------- lr: 0.001 train loss: 2.3232 val loss: 0.7554 Epoch 59/100 ---------- lr: 0.001 train loss: 2.3657 val loss: 0.8627 Epoch 60/100 ---------- lr: 0.001 train loss: 2.3486 val loss: 0.7803 Epoch 61/100 ---------- lr: 0.001 train loss: 2.3171 val loss: 0.7286 Epoch 62/100 ---------- lr: 0.001 train loss: 2.3200 val loss: 0.8790 Epoch 63/100 ---------- lr: 0.001 train loss: 2.2968 val loss: 0.6819 Epoch 64/100 ---------- lr: 0.001 train loss: 2.3451 val loss: 0.7055 Epoch 65/100 ---------- lr: 0.001 train loss: 2.2809 val loss: 0.7338 Epoch 66/100 ---------- lr: 0.001 train loss: 2.2599 val loss: 0.7452 Epoch 67/100 ---------- lr: 0.001 train loss: 2.2332 val loss: 0.6944 Epoch 68/100 ---------- lr: 0.001 train loss: 2.3639 val loss: 0.7488 Epoch 69/100 ---------- lr: 0.001 train loss: 2.2474 val loss: 0.6658 Epoch 70/100 ---------- lr: 0.001 train loss: 2.2200 val loss: 0.6575 Epoch 71/100 ---------- lr: 0.001 train loss: 2.2357 val loss: 0.6608 Epoch 72/100 ---------- lr: 0.001 train loss: 2.2747 val loss: 0.7122 Epoch 73/100 ---------- lr: 0.001 train loss: 2.2436 val loss: 0.6324 Epoch 74/100 ---------- lr: 0.001 train loss: 2.1848 val loss: 0.6555 Epoch 75/100 ---------- lr: 0.001 train loss: 2.2516 val loss: 0.7044 Epoch 76/100 ---------- lr: 0.001 train loss: 2.2483 val loss: 0.6268 Epoch 77/100 ---------- lr: 0.001 train loss: 2.1704 val loss: 0.6136 Epoch 78/100 ---------- lr: 0.001 train loss: 2.1920 val loss: 0.6438 Epoch 79/100 ---------- lr: 0.001 train loss: 2.1615 val loss: 0.6319 Epoch 80/100 ---------- lr: 0.001 train loss: 2.1684 val loss: 0.6504 Epoch 81/100 ---------- lr: 0.001 train loss: 2.1785 val loss: 0.6289 Epoch 82/100 ---------- lr: 0.001 train loss: 2.2555 val loss: 0.7389 Epoch 83/100 ---------- lr: 0.001 train loss: 2.2170 val loss: 0.7072 Epoch 84/100 ---------- lr: 0.001 train loss: 2.1455 val loss: 0.5803 Epoch 85/100 ---------- lr: 0.001 train loss: 2.1192 val loss: 0.5878 Epoch 86/100 ---------- lr: 0.001 train loss: 2.2538 val loss: 0.6325 Epoch 87/100 ---------- lr: 0.001 train loss: 2.1583 val loss: 0.5860 Epoch 88/100 ---------- lr: 0.001 train loss: 2.1944 val loss: 0.6172 Epoch 89/100 ---------- lr: 0.001 train loss: 2.1146 val loss: 0.6546 Epoch 90/100 ---------- lr: 0.001 train loss: 2.2821 val loss: 0.6059 Epoch 91/100 ---------- lr: 0.001 train loss: 2.1334 val loss: 0.5680 Epoch 92/100 ---------- lr: 0.001 train loss: 2.1054 val loss: 0.5655 Epoch 93/100 ---------- lr: 0.001 train loss: 2.1244 val loss: 0.5704 Epoch 94/100 ---------- lr: 0.001 train loss: 2.1070 val loss: 0.5820 Epoch 95/100 ---------- lr: 0.001 train loss: 2.1042 val loss: 0.9680 Epoch 96/100 ---------- lr: 0.001 train loss: 2.1182 val loss: 0.5549 Epoch 97/100 ---------- lr: 0.001 train loss: 2.0764 val loss: 0.5640 Epoch 98/100 ---------- lr: 0.001 train loss: 2.1086 val loss: 0.6295 Epoch 99/100 ---------- lr: 0.001 train loss: 2.0823 val loss: 0.5732 Epoch 100/100 ---------- lr: 0.001 train loss: 2.1012 val loss: 0.5898 Training complete in 15m 14s Best val loss: 0.5549 at epoch 96 Val MSE at best epoch: 0.1963