Epoch 1/100 ---------- lr: 0.001 train loss: 33.3927 val loss: 6.7849 Epoch 2/100 ---------- lr: 0.001 train loss: 6.8077 val loss: 4.3504 Epoch 3/100 ---------- lr: 0.001 train loss: 5.8046 val loss: 3.8894 Epoch 4/100 ---------- lr: 0.001 train loss: 4.9776 val loss: 3.2018 Epoch 5/100 ---------- lr: 0.001 train loss: 4.6008 val loss: 3.1476 Epoch 6/100 ---------- lr: 0.001 train loss: 4.3984 val loss: 2.8160 Epoch 7/100 ---------- lr: 0.001 train loss: 4.1188 val loss: 2.6990 Epoch 8/100 ---------- lr: 0.001 train loss: 3.9542 val loss: 2.5122 Epoch 9/100 ---------- lr: 0.001 train loss: 3.7740 val loss: 2.4146 Epoch 10/100 ---------- lr: 0.001 train loss: 3.6650 val loss: 2.4764 Epoch 11/100 ---------- lr: 0.001 train loss: 3.5697 val loss: 2.2537 Epoch 12/100 ---------- lr: 0.001 train loss: 3.4573 val loss: 2.2268 Epoch 13/100 ---------- lr: 0.001 train loss: 3.3876 val loss: 2.0044 Epoch 14/100 ---------- lr: 0.001 train loss: 3.3493 val loss: 2.0975 Epoch 15/100 ---------- lr: 0.001 train loss: 3.2568 val loss: 1.9286 Epoch 16/100 ---------- lr: 0.001 train loss: 3.1769 val loss: 1.8067 Epoch 17/100 ---------- lr: 0.001 train loss: 3.1545 val loss: 1.8854 Epoch 18/100 ---------- lr: 0.001 train loss: 3.4355 val loss: 1.9191 Epoch 19/100 ---------- lr: 0.001 train loss: 3.2022 val loss: 1.7318 Epoch 20/100 ---------- lr: 0.001 train loss: 3.0563 val loss: 1.6393 Epoch 21/100 ---------- lr: 0.001 train loss: 2.9672 val loss: 1.5785 Epoch 22/100 ---------- lr: 0.001 train loss: 2.9393 val loss: 1.5622 Epoch 23/100 ---------- lr: 0.001 train loss: 2.8583 val loss: 1.5414 Epoch 24/100 ---------- lr: 0.001 train loss: 2.8526 val loss: 1.5634 Epoch 25/100 ---------- lr: 0.001 train loss: 2.9578 val loss: 1.9708 Epoch 26/100 ---------- lr: 0.001 train loss: 2.8713 val loss: 1.4721 Epoch 27/100 ---------- lr: 0.001 train loss: 2.7737 val loss: 1.4203 Epoch 28/100 ---------- lr: 0.001 train loss: 2.7352 val loss: 1.4151 Epoch 29/100 ---------- lr: 0.001 train loss: 2.7342 val loss: 1.3403 Epoch 30/100 ---------- lr: 0.001 train loss: 2.6878 val loss: 1.3773 Epoch 31/100 ---------- lr: 0.001 train loss: 2.6387 val loss: 1.3085 Epoch 32/100 ---------- lr: 0.001 train loss: 2.6375 val loss: 1.2203 Epoch 33/100 ---------- lr: 0.001 train loss: 2.6032 val loss: 1.2735 Epoch 34/100 ---------- lr: 0.001 train loss: 2.6447 val loss: 1.3778 Epoch 35/100 ---------- lr: 0.001 train loss: 2.5660 val loss: 1.2148 Epoch 36/100 ---------- lr: 0.001 train loss: 2.6164 val loss: 1.1963 Epoch 37/100 ---------- lr: 0.001 train loss: 2.5769 val loss: 1.3854 Epoch 38/100 ---------- lr: 0.001 train loss: 2.6369 val loss: 1.2303 Epoch 39/100 ---------- lr: 0.001 train loss: 2.4925 val loss: 1.1873 Epoch 40/100 ---------- lr: 0.001 train loss: 2.5146 val loss: 1.1628 Epoch 41/100 ---------- lr: 0.001 train loss: 2.4250 val loss: 1.1979 Epoch 42/100 ---------- lr: 0.001 train loss: 2.4223 val loss: 1.1081 Epoch 43/100 ---------- lr: 0.001 train loss: 2.4201 val loss: 1.1502 Epoch 44/100 ---------- lr: 0.001 train loss: 2.4568 val loss: 1.0805 Epoch 45/100 ---------- lr: 0.001 train loss: 2.3744 val loss: 1.0866 Epoch 46/100 ---------- lr: 0.001 train loss: 2.3644 val loss: 1.0440 Epoch 47/100 ---------- lr: 0.001 train loss: 2.3855 val loss: 1.0573 Epoch 48/100 ---------- lr: 0.001 train loss: 2.3477 val loss: 1.0795 Epoch 49/100 ---------- lr: 0.001 train loss: 2.3377 val loss: 1.0308 Epoch 50/100 ---------- lr: 0.001 train loss: 2.3201 val loss: 1.0053 Epoch 51/100 ---------- lr: 0.001 train loss: 2.3294 val loss: 1.0912 Epoch 52/100 ---------- lr: 0.001 train loss: 2.3265 val loss: 0.9947 Epoch 53/100 ---------- lr: 0.001 train loss: 2.3200 val loss: 0.9546 Epoch 54/100 ---------- lr: 0.001 train loss: 2.2796 val loss: 0.9288 Epoch 55/100 ---------- lr: 0.001 train loss: 2.5018 val loss: 1.3493 Epoch 56/100 ---------- lr: 0.001 train loss: 2.4487 val loss: 1.0309 Epoch 57/100 ---------- lr: 0.001 train loss: 2.3065 val loss: 0.9839 Epoch 58/100 ---------- lr: 0.001 train loss: 2.2705 val loss: 0.9209 Epoch 59/100 ---------- lr: 0.001 train loss: 2.2564 val loss: 1.0803 Epoch 60/100 ---------- lr: 0.001 train loss: 2.2461 val loss: 0.8979 Epoch 61/100 ---------- lr: 0.001 train loss: 2.2195 val loss: 0.9184 Epoch 62/100 ---------- lr: 0.001 train loss: 2.2822 val loss: 0.9686 Epoch 63/100 ---------- lr: 0.001 train loss: 2.2195 val loss: 0.8875 Epoch 64/100 ---------- lr: 0.001 train loss: 2.2075 val loss: 0.8731 Epoch 65/100 ---------- lr: 0.001 train loss: 2.2354 val loss: 0.9695 Epoch 66/100 ---------- lr: 0.001 train loss: 2.2020 val loss: 0.9165 Epoch 67/100 ---------- lr: 0.001 train loss: 2.1882 val loss: 0.8555 Epoch 68/100 ---------- lr: 0.001 train loss: 2.1899 val loss: 0.8733 Epoch 69/100 ---------- lr: 0.001 train loss: 2.1699 val loss: 0.8743 Epoch 70/100 ---------- lr: 0.001 train loss: 2.1765 val loss: 0.8508 Epoch 71/100 ---------- lr: 0.001 train loss: 2.1734 val loss: 0.8503 Epoch 72/100 ---------- lr: 0.001 train loss: 2.2274 val loss: 1.0457 Epoch 73/100 ---------- lr: 0.001 train loss: 2.1964 val loss: 0.8534 Epoch 74/100 ---------- lr: 0.001 train loss: 2.1440 val loss: 0.7960 Epoch 75/100 ---------- lr: 0.001 train loss: 2.1615 val loss: 0.8407 Epoch 76/100 ---------- lr: 0.001 train loss: 2.1329 val loss: 0.8552 Epoch 77/100 ---------- lr: 0.001 train loss: 2.2453 val loss: 0.9005 Epoch 78/100 ---------- lr: 0.001 train loss: 2.1546 val loss: 0.8389 Epoch 79/100 ---------- lr: 0.001 train loss: 2.1291 val loss: 0.8074 Epoch 80/100 ---------- lr: 0.001 train loss: 2.2045 val loss: 0.8549 Epoch 81/100 ---------- lr: 0.001 train loss: 2.1220 val loss: 0.8691 Epoch 82/100 ---------- lr: 0.001 train loss: 2.1330 val loss: 0.8576 Epoch 83/100 ---------- lr: 0.001 train loss: 2.1215 val loss: 0.8640 Epoch 84/100 ---------- lr: 0.001 train loss: 2.0903 val loss: 0.7511 Epoch 85/100 ---------- lr: 0.001 train loss: 2.0749 val loss: 0.7756 Epoch 86/100 ---------- lr: 0.001 train loss: 2.0777 val loss: 0.7928 Epoch 87/100 ---------- lr: 0.001 train loss: 2.0773 val loss: 0.7745 Epoch 88/100 ---------- lr: 0.001 train loss: 2.0805 val loss: 0.8395 Epoch 89/100 ---------- lr: 0.001 train loss: 2.1169 val loss: 0.8004 Epoch 90/100 ---------- lr: 0.001 train loss: 2.1728 val loss: 0.8064 Epoch 91/100 ---------- lr: 0.001 train loss: 2.0782 val loss: 0.7484 Epoch 92/100 ---------- lr: 0.001 train loss: 2.0613 val loss: 0.7756 Epoch 93/100 ---------- lr: 0.001 train loss: 2.0651 val loss: 0.7574 Epoch 94/100 ---------- lr: 0.001 train loss: 2.0504 val loss: 0.7441 Epoch 95/100 ---------- lr: 0.001 train loss: 2.0826 val loss: 0.7663 Epoch 96/100 ---------- lr: 0.001 train loss: 2.0489 val loss: 0.7298 Epoch 97/100 ---------- lr: 0.001 train loss: 2.0375 val loss: 0.7609 Epoch 98/100 ---------- lr: 0.001 train loss: 2.0483 val loss: 0.7081 Epoch 99/100 ---------- lr: 0.001 train loss: 2.0305 val loss: 0.7618 Epoch 100/100 ---------- lr: 0.001 train loss: 2.1044 val loss: 1.3718 Training complete in 4m 34s Best val loss: 0.7081 at epoch 98 Val MSE at best epoch: 0.2864