Epoch 1/100 ---------- lr: 0.001 train loss: 45.2293 val loss: 13.1326 Epoch 2/100 ---------- lr: 0.001 train loss: 9.9296 val loss: 6.1519 Epoch 3/100 ---------- lr: 0.001 train loss: 7.3309 val loss: 4.7385 Epoch 4/100 ---------- lr: 0.001 train loss: 6.3549 val loss: 4.2053 Epoch 5/100 ---------- lr: 0.001 train loss: 5.8191 val loss: 3.8298 Epoch 6/100 ---------- lr: 0.001 train loss: 5.4018 val loss: 3.5210 Epoch 7/100 ---------- lr: 0.001 train loss: 5.1331 val loss: 3.4266 Epoch 8/100 ---------- lr: 0.001 train loss: 4.9493 val loss: 3.2662 Epoch 9/100 ---------- lr: 0.001 train loss: 4.7474 val loss: 2.9615 Epoch 10/100 ---------- lr: 0.001 train loss: 4.4941 val loss: 2.8735 Epoch 11/100 ---------- lr: 0.001 train loss: 4.3435 val loss: 2.6937 Epoch 12/100 ---------- lr: 0.001 train loss: 4.2071 val loss: 3.0041 Epoch 13/100 ---------- lr: 0.001 train loss: 4.0982 val loss: 2.5236 Epoch 14/100 ---------- lr: 0.001 train loss: 3.9690 val loss: 2.3794 Epoch 15/100 ---------- lr: 0.001 train loss: 3.8885 val loss: 2.3833 Epoch 16/100 ---------- lr: 0.001 train loss: 3.7898 val loss: 2.2976 Epoch 17/100 ---------- lr: 0.001 train loss: 3.6526 val loss: 2.6850 Epoch 18/100 ---------- lr: 0.001 train loss: 3.7619 val loss: 2.2378 Epoch 19/100 ---------- lr: 0.001 train loss: 3.5248 val loss: 1.9223 Epoch 20/100 ---------- lr: 0.001 train loss: 3.4688 val loss: 1.9600 Epoch 21/100 ---------- lr: 0.001 train loss: 3.4075 val loss: 1.8693 Epoch 22/100 ---------- lr: 0.001 train loss: 3.3748 val loss: 2.1313 Epoch 23/100 ---------- lr: 0.001 train loss: 3.3201 val loss: 1.9591 Epoch 24/100 ---------- lr: 0.001 train loss: 3.3505 val loss: 1.7538 Epoch 25/100 ---------- lr: 0.001 train loss: 3.2533 val loss: 1.7537 Epoch 26/100 ---------- lr: 0.001 train loss: 3.2008 val loss: 1.7874 Epoch 27/100 ---------- lr: 0.001 train loss: 3.1504 val loss: 1.7052 Epoch 28/100 ---------- lr: 0.001 train loss: 3.1962 val loss: 1.6457 Epoch 29/100 ---------- lr: 0.001 train loss: 3.0963 val loss: 1.6301 Epoch 30/100 ---------- lr: 0.001 train loss: 3.1813 val loss: 1.7336 Epoch 31/100 ---------- lr: 0.001 train loss: 3.0350 val loss: 1.5388 Epoch 32/100 ---------- lr: 0.001 train loss: 3.0083 val loss: 1.5200 Epoch 33/100 ---------- lr: 0.001 train loss: 2.9749 val loss: 1.4160 Epoch 34/100 ---------- lr: 0.001 train loss: 2.9362 val loss: 1.5452 Epoch 35/100 ---------- lr: 0.001 train loss: 2.9290 val loss: 1.4301 Epoch 36/100 ---------- lr: 0.001 train loss: 2.9213 val loss: 1.4790 Epoch 37/100 ---------- lr: 0.001 train loss: 2.8625 val loss: 1.4677 Epoch 38/100 ---------- lr: 0.001 train loss: 3.0074 val loss: 1.5383 Epoch 39/100 ---------- lr: 0.001 train loss: 2.8603 val loss: 1.3790 Epoch 40/100 ---------- lr: 0.001 train loss: 2.7991 val loss: 1.4015 Epoch 41/100 ---------- lr: 0.001 train loss: 2.7886 val loss: 1.3961 Epoch 42/100 ---------- lr: 0.001 train loss: 2.7690 val loss: 1.3636 Epoch 43/100 ---------- lr: 0.001 train loss: 2.7418 val loss: 1.3383 Epoch 44/100 ---------- lr: 0.001 train loss: 2.7330 val loss: 1.3556 Epoch 45/100 ---------- lr: 0.001 train loss: 2.7504 val loss: 1.4207 Epoch 46/100 ---------- lr: 0.001 train loss: 2.7500 val loss: 1.2058 Epoch 47/100 ---------- lr: 0.001 train loss: 2.6678 val loss: 1.2837 Epoch 48/100 ---------- lr: 0.001 train loss: 2.9224 val loss: 1.3710 Epoch 49/100 ---------- lr: 0.001 train loss: 2.6834 val loss: 1.3171 Epoch 50/100 ---------- lr: 0.001 train loss: 2.6632 val loss: 1.2165 Epoch 51/100 ---------- lr: 0.001 train loss: 2.7566 val loss: 1.6808 Epoch 52/100 ---------- lr: 0.001 train loss: 2.8569 val loss: 1.3455 Epoch 53/100 ---------- lr: 0.001 train loss: 2.7035 val loss: 1.3495 Epoch 54/100 ---------- lr: 0.001 train loss: 2.7012 val loss: 1.2534 Epoch 55/100 ---------- lr: 0.001 train loss: 2.6157 val loss: 1.2255 Epoch 56/100 ---------- lr: 0.001 train loss: 2.6098 val loss: 1.1996 Epoch 57/100 ---------- lr: 0.001 train loss: 2.5877 val loss: 1.1526 Epoch 58/100 ---------- lr: 0.001 train loss: 2.5782 val loss: 1.1917 Epoch 59/100 ---------- lr: 0.001 train loss: 2.6778 val loss: 1.1636 Epoch 60/100 ---------- lr: 0.001 train loss: 2.5478 val loss: 1.1290 Epoch 61/100 ---------- lr: 0.001 train loss: 2.5439 val loss: 1.0994 Epoch 62/100 ---------- lr: 0.001 train loss: 2.5185 val loss: 1.1598 Epoch 63/100 ---------- lr: 0.001 train loss: 2.5708 val loss: 1.1596 Epoch 64/100 ---------- lr: 0.001 train loss: 2.5578 val loss: 1.1921 Epoch 65/100 ---------- lr: 0.001 train loss: 2.5190 val loss: 1.0724 Epoch 66/100 ---------- lr: 0.001 train loss: 2.5550 val loss: 1.2790 Epoch 67/100 ---------- lr: 0.001 train loss: 2.4999 val loss: 1.0608 Epoch 68/100 ---------- lr: 0.001 train loss: 2.4904 val loss: 1.1048 Epoch 69/100 ---------- lr: 0.001 train loss: 2.4842 val loss: 1.1121 Epoch 70/100 ---------- lr: 0.001 train loss: 2.4990 val loss: 1.1304 Epoch 71/100 ---------- lr: 0.001 train loss: 2.4526 val loss: 1.0830 Epoch 72/100 ---------- lr: 0.001 train loss: 2.4450 val loss: 1.0441 Epoch 73/100 ---------- lr: 0.001 train loss: 2.5383 val loss: 1.5648 Epoch 74/100 ---------- lr: 0.001 train loss: 2.6416 val loss: 1.2277 Epoch 75/100 ---------- lr: 0.001 train loss: 2.5333 val loss: 1.1177 Epoch 76/100 ---------- lr: 0.001 train loss: 2.4334 val loss: 1.0487 Epoch 77/100 ---------- lr: 0.001 train loss: 2.4040 val loss: 1.0042 Epoch 78/100 ---------- lr: 0.001 train loss: 2.7105 val loss: 1.3146 Epoch 79/100 ---------- lr: 0.001 train loss: 2.5785 val loss: 1.1423 Epoch 80/100 ---------- lr: 0.001 train loss: 2.5829 val loss: 1.2519 Epoch 81/100 ---------- lr: 0.001 train loss: 2.5125 val loss: 1.0733 Epoch 82/100 ---------- lr: 0.001 train loss: 2.4418 val loss: 1.0946 Epoch 83/100 ---------- lr: 0.001 train loss: 2.4056 val loss: 1.0315 Epoch 84/100 ---------- lr: 0.001 train loss: 2.3951 val loss: 1.0395 Epoch 85/100 ---------- lr: 0.001 train loss: 2.3825 val loss: 1.0329 Epoch 86/100 ---------- lr: 0.001 train loss: 2.3820 val loss: 1.0029 Epoch 87/100 ---------- lr: 0.001 train loss: 2.4537 val loss: 1.3955 Epoch 88/100 ---------- lr: 0.001 train loss: 2.4764 val loss: 0.9923 Epoch 89/100 ---------- lr: 0.001 train loss: 2.3679 val loss: 0.9530 Epoch 90/100 ---------- lr: 0.001 train loss: 2.3547 val loss: 1.0210 Epoch 91/100 ---------- lr: 0.001 train loss: 2.3818 val loss: 0.9695 Epoch 92/100 ---------- lr: 0.001 train loss: 2.3522 val loss: 1.0172 Epoch 93/100 ---------- lr: 0.001 train loss: 2.3403 val loss: 0.9446 Epoch 94/100 ---------- lr: 0.001 train loss: 2.3572 val loss: 0.9666 Epoch 95/100 ---------- lr: 0.001 train loss: 2.3661 val loss: 0.9927 Epoch 96/100 ---------- lr: 0.001 train loss: 2.3362 val loss: 0.9309 Epoch 97/100 ---------- lr: 0.001 train loss: 2.3246 val loss: 0.9672 Epoch 98/100 ---------- lr: 0.001 train loss: 2.3453 val loss: 1.1171 Epoch 99/100 ---------- lr: 0.001 train loss: 2.3287 val loss: 0.9572 Epoch 100/100 ---------- lr: 0.001 train loss: 2.3113 val loss: 1.0621 Training complete in 10m 19s Best val loss: 0.9309 at epoch 96 Val MSE at best epoch: 0.3220