Epoch 1/100 ---------- lr: 0.001 train loss: 45.0349 val loss: 7.6264 Epoch 2/100 ---------- lr: 0.001 train loss: 7.8877 val loss: 4.8259 Epoch 3/100 ---------- lr: 0.001 train loss: 5.9942 val loss: 4.0153 Epoch 4/100 ---------- lr: 0.001 train loss: 5.0812 val loss: 3.6246 Epoch 5/100 ---------- lr: 0.001 train loss: 4.4881 val loss: 2.9896 Epoch 6/100 ---------- lr: 0.001 train loss: 3.9883 val loss: 2.7001 Epoch 7/100 ---------- lr: 0.001 train loss: 3.7200 val loss: 2.3504 Epoch 8/100 ---------- lr: 0.001 train loss: 3.3984 val loss: 2.1306 Epoch 9/100 ---------- lr: 0.001 train loss: 3.1794 val loss: 1.8813 Epoch 10/100 ---------- lr: 0.001 train loss: 2.9170 val loss: 1.8973 Epoch 11/100 ---------- lr: 0.001 train loss: 2.8740 val loss: 1.8691 Epoch 12/100 ---------- lr: 0.001 train loss: 2.7519 val loss: 1.7350 Epoch 13/100 ---------- lr: 0.001 train loss: 2.5481 val loss: 1.5016 Epoch 14/100 ---------- lr: 0.001 train loss: 2.3434 val loss: 1.3704 Epoch 15/100 ---------- lr: 0.001 train loss: 2.2375 val loss: 1.3869 Epoch 16/100 ---------- lr: 0.001 train loss: 2.1842 val loss: 1.1296 Epoch 17/100 ---------- lr: 0.001 train loss: 2.3737 val loss: 1.8845 Epoch 18/100 ---------- lr: 0.001 train loss: 2.0926 val loss: 1.0653 Epoch 19/100 ---------- lr: 0.001 train loss: 2.0109 val loss: 1.1372 Epoch 20/100 ---------- lr: 0.001 train loss: 1.8952 val loss: 0.9786 Epoch 21/100 ---------- lr: 0.001 train loss: 1.8719 val loss: 1.1505 Epoch 22/100 ---------- lr: 0.001 train loss: 1.9319 val loss: 0.9323 Epoch 23/100 ---------- lr: 0.001 train loss: 1.9379 val loss: 1.1396 Epoch 24/100 ---------- lr: 0.001 train loss: 1.7607 val loss: 0.8611 Epoch 25/100 ---------- lr: 0.001 train loss: 1.7898 val loss: 0.9733 Epoch 26/100 ---------- lr: 0.001 train loss: 1.8487 val loss: 0.9321 Epoch 27/100 ---------- lr: 0.001 train loss: 1.6353 val loss: 0.7753 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5935 val loss: 0.7800 Epoch 29/100 ---------- lr: 0.001 train loss: 1.5362 val loss: 0.6940 Epoch 30/100 ---------- lr: 0.001 train loss: 1.5256 val loss: 0.7212 Epoch 31/100 ---------- lr: 0.001 train loss: 1.6089 val loss: 0.8792 Epoch 32/100 ---------- lr: 0.001 train loss: 1.5390 val loss: 0.6861 Epoch 33/100 ---------- lr: 0.001 train loss: 1.4547 val loss: 0.6325 Epoch 34/100 ---------- lr: 0.001 train loss: 1.4172 val loss: 0.7584 Epoch 35/100 ---------- lr: 0.001 train loss: 1.4394 val loss: 0.6558 Epoch 36/100 ---------- lr: 0.001 train loss: 1.5498 val loss: 0.8937 Epoch 37/100 ---------- lr: 0.001 train loss: 1.4611 val loss: 0.7777 Epoch 38/100 ---------- lr: 0.001 train loss: 1.4654 val loss: 0.6912 Epoch 39/100 ---------- lr: 0.001 train loss: 1.4361 val loss: 0.8807 Epoch 40/100 ---------- lr: 0.001 train loss: 1.4755 val loss: 0.5723 Epoch 41/100 ---------- lr: 0.001 train loss: 1.4531 val loss: 0.6078 Epoch 42/100 ---------- lr: 0.001 train loss: 1.3258 val loss: 0.5177 Epoch 43/100 ---------- lr: 0.001 train loss: 1.3024 val loss: 0.5750 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2933 val loss: 0.5737 Epoch 45/100 ---------- lr: 0.001 train loss: 1.2904 val loss: 0.5041 Epoch 46/100 ---------- lr: 0.001 train loss: 1.2642 val loss: 0.5000 Epoch 47/100 ---------- lr: 0.001 train loss: 1.4493 val loss: 0.5247 Epoch 48/100 ---------- lr: 0.001 train loss: 1.2584 val loss: 0.4732 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2202 val loss: 0.4696 Epoch 50/100 ---------- lr: 0.001 train loss: 1.2294 val loss: 0.4819 Epoch 51/100 ---------- lr: 0.001 train loss: 1.2399 val loss: 0.4807 Epoch 52/100 ---------- lr: 0.001 train loss: 1.2335 val loss: 0.4932 Epoch 53/100 ---------- lr: 0.001 train loss: 1.2865 val loss: 0.4809 Epoch 54/100 ---------- lr: 0.001 train loss: 1.2304 val loss: 0.4726 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1843 val loss: 0.4268 Epoch 56/100 ---------- lr: 0.001 train loss: 1.6016 val loss: 0.9752 Epoch 57/100 ---------- lr: 0.001 train loss: 1.4671 val loss: 0.5852 Epoch 58/100 ---------- lr: 0.001 train loss: 1.2934 val loss: 0.4550 Epoch 59/100 ---------- lr: 0.001 train loss: 1.1980 val loss: 0.4091 Epoch 60/100 ---------- lr: 0.001 train loss: 1.1677 val loss: 0.4159 Epoch 61/100 ---------- lr: 0.001 train loss: 1.1662 val loss: 0.3906 Epoch 62/100 ---------- lr: 0.001 train loss: 1.1451 val loss: 0.3807 Epoch 63/100 ---------- lr: 0.001 train loss: 1.1461 val loss: 0.3923 Epoch 64/100 ---------- lr: 0.001 train loss: 1.2337 val loss: 0.6525 Epoch 65/100 ---------- lr: 0.001 train loss: 1.2127 val loss: 0.4700 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1645 val loss: 0.4258 Epoch 67/100 ---------- lr: 0.001 train loss: 1.1347 val loss: 0.3815 Epoch 68/100 ---------- lr: 0.001 train loss: 1.1186 val loss: 0.3569 Epoch 69/100 ---------- lr: 0.001 train loss: 1.1395 val loss: 0.3749 Epoch 70/100 ---------- lr: 0.001 train loss: 1.1229 val loss: 0.3685 Epoch 71/100 ---------- lr: 0.001 train loss: 1.3155 val loss: 0.4658 Epoch 72/100 ---------- lr: 0.001 train loss: 1.1605 val loss: 0.4189 Epoch 73/100 ---------- lr: 0.001 train loss: 1.1812 val loss: 0.3585 Epoch 74/100 ---------- lr: 0.001 train loss: 1.1054 val loss: 0.3644 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0982 val loss: 0.3509 Epoch 76/100 ---------- lr: 0.001 train loss: 1.1386 val loss: 0.6053 Epoch 77/100 ---------- lr: 0.001 train loss: 1.2664 val loss: 0.3986 Epoch 78/100 ---------- lr: 0.001 train loss: 1.1312 val loss: 0.3726 Epoch 79/100 ---------- lr: 0.001 train loss: 1.1607 val loss: 0.3533 Epoch 80/100 ---------- lr: 0.001 train loss: 1.0870 val loss: 0.3284 Epoch 81/100 ---------- lr: 0.001 train loss: 1.0899 val loss: 0.3667 Epoch 82/100 ---------- lr: 0.001 train loss: 1.2448 val loss: 0.3807 Epoch 83/100 ---------- lr: 0.001 train loss: 1.1088 val loss: 0.3612 Epoch 84/100 ---------- lr: 0.001 train loss: 1.1042 val loss: 0.3584 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0707 val loss: 0.3315 Epoch 86/100 ---------- lr: 0.001 train loss: 1.0664 val loss: 0.3280 Epoch 87/100 ---------- lr: 0.001 train loss: 1.0731 val loss: 0.3392 Epoch 88/100 ---------- lr: 0.001 train loss: 1.1185 val loss: 0.6483 Epoch 89/100 ---------- lr: 0.001 train loss: 1.1715 val loss: 0.3302 Epoch 90/100 ---------- lr: 0.001 train loss: 1.0618 val loss: 0.3104 Epoch 91/100 ---------- lr: 0.001 train loss: 1.0508 val loss: 0.3205 Epoch 92/100 ---------- lr: 0.001 train loss: 1.1582 val loss: 0.7527 Epoch 93/100 ---------- lr: 0.001 train loss: 1.1786 val loss: 0.3322 Epoch 94/100 ---------- lr: 0.001 train loss: 1.0607 val loss: 0.3205 Epoch 95/100 ---------- lr: 0.001 train loss: 1.0530 val loss: 0.3000 Epoch 96/100 ---------- lr: 0.001 train loss: 1.0355 val loss: 0.2926 Epoch 97/100 ---------- lr: 0.001 train loss: 1.0527 val loss: 0.3399 Epoch 98/100 ---------- lr: 0.001 train loss: 1.0587 val loss: 0.3038 Epoch 99/100 ---------- lr: 0.001 train loss: 1.0341 val loss: 0.2985 Epoch 100/100 ---------- lr: 0.001 train loss: 1.0345 val loss: 0.3068 Training complete in 13m 10s Best val loss: 0.2926 at epoch 96 Val MSE at best epoch: 0.1028