Epoch 1/100 ---------- lr: 0.001 train loss: 14.5305 val loss: 4.7500 Epoch 2/100 ---------- lr: 0.001 train loss: 4.7244 val loss: 3.5918 Epoch 3/100 ---------- lr: 0.001 train loss: 3.9940 val loss: 3.0986 Epoch 4/100 ---------- lr: 0.001 train loss: 3.5795 val loss: 2.9042 Epoch 5/100 ---------- lr: 0.001 train loss: 3.2430 val loss: 2.3227 Epoch 6/100 ---------- lr: 0.001 train loss: 3.0376 val loss: 2.1316 Epoch 7/100 ---------- lr: 0.001 train loss: 2.8356 val loss: 2.1219 Epoch 8/100 ---------- lr: 0.001 train loss: 2.7504 val loss: 1.9798 Epoch 9/100 ---------- lr: 0.001 train loss: 2.6446 val loss: 2.4153 Epoch 10/100 ---------- lr: 0.001 train loss: 2.5910 val loss: 1.8694 Epoch 11/100 ---------- lr: 0.001 train loss: 2.3511 val loss: 1.6118 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2156 val loss: 1.5051 Epoch 13/100 ---------- lr: 0.001 train loss: 2.1395 val loss: 1.4917 Epoch 14/100 ---------- lr: 0.001 train loss: 2.0678 val loss: 1.3620 Epoch 15/100 ---------- lr: 0.001 train loss: 1.9603 val loss: 1.2479 Epoch 16/100 ---------- lr: 0.001 train loss: 2.1595 val loss: 1.6363 Epoch 17/100 ---------- lr: 0.001 train loss: 2.0732 val loss: 1.5038 Epoch 18/100 ---------- lr: 0.001 train loss: 1.8863 val loss: 1.1323 Epoch 19/100 ---------- lr: 0.001 train loss: 2.0561 val loss: 1.3189 Epoch 20/100 ---------- lr: 0.001 train loss: 1.8346 val loss: 1.1231 Epoch 21/100 ---------- lr: 0.001 train loss: 1.7284 val loss: 1.1607 Epoch 22/100 ---------- lr: 0.001 train loss: 1.7128 val loss: 1.8954 Epoch 23/100 ---------- lr: 0.001 train loss: 1.7187 val loss: 0.9334 Epoch 24/100 ---------- lr: 0.001 train loss: 1.6013 val loss: 0.9235 Epoch 25/100 ---------- lr: 0.001 train loss: 1.5778 val loss: 0.9854 Epoch 26/100 ---------- lr: 0.001 train loss: 1.6087 val loss: 0.8866 Epoch 27/100 ---------- lr: 0.001 train loss: 1.5230 val loss: 0.8192 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5145 val loss: 0.8297 Epoch 29/100 ---------- lr: 0.001 train loss: 1.5152 val loss: 1.1599 Epoch 30/100 ---------- lr: 0.001 train loss: 1.5318 val loss: 0.8793 Epoch 31/100 ---------- lr: 0.001 train loss: 1.6135 val loss: 0.8244 Epoch 32/100 ---------- lr: 0.001 train loss: 1.4280 val loss: 0.7185 Epoch 33/100 ---------- lr: 0.001 train loss: 1.4571 val loss: 0.7764 Epoch 34/100 ---------- lr: 0.001 train loss: 1.3925 val loss: 0.6782 Epoch 35/100 ---------- lr: 0.001 train loss: 1.3579 val loss: 0.6759 Epoch 36/100 ---------- lr: 0.001 train loss: 1.3314 val loss: 0.6477 Epoch 37/100 ---------- lr: 0.001 train loss: 1.3729 val loss: 0.6809 Epoch 38/100 ---------- lr: 0.001 train loss: 1.3102 val loss: 0.6336 Epoch 39/100 ---------- lr: 0.001 train loss: 1.2974 val loss: 0.7135 Epoch 40/100 ---------- lr: 0.001 train loss: 1.3239 val loss: 0.6264 Epoch 41/100 ---------- lr: 0.001 train loss: 1.3014 val loss: 0.5931 Epoch 42/100 ---------- lr: 0.001 train loss: 1.3233 val loss: 0.8026 Epoch 43/100 ---------- lr: 0.001 train loss: 1.3551 val loss: 0.5715 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2354 val loss: 0.5720 Epoch 45/100 ---------- lr: 0.001 train loss: 1.2277 val loss: 0.5225 Epoch 46/100 ---------- lr: 0.001 train loss: 1.2009 val loss: 0.5296 Epoch 47/100 ---------- lr: 0.001 train loss: 1.1920 val loss: 0.5145 Epoch 48/100 ---------- lr: 0.001 train loss: 1.2021 val loss: 0.6098 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2376 val loss: 0.5078 Epoch 50/100 ---------- lr: 0.001 train loss: 1.1665 val loss: 0.4833 Epoch 51/100 ---------- lr: 0.001 train loss: 1.3179 val loss: 0.5530 Epoch 52/100 ---------- lr: 0.001 train loss: 1.1835 val loss: 0.5388 Epoch 53/100 ---------- lr: 0.001 train loss: 1.1532 val loss: 0.4969 Epoch 54/100 ---------- lr: 0.001 train loss: 1.1426 val loss: 0.4501 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1537 val loss: 0.5825 Epoch 56/100 ---------- lr: 0.001 train loss: 1.1672 val loss: 0.4832 Epoch 57/100 ---------- lr: 0.001 train loss: 1.1498 val loss: 0.5419 Epoch 58/100 ---------- lr: 0.001 train loss: 1.1435 val loss: 0.4623 Epoch 59/100 ---------- lr: 0.001 train loss: 1.1508 val loss: 0.8510 Epoch 60/100 ---------- lr: 0.001 train loss: 1.2745 val loss: 0.4565 Epoch 61/100 ---------- lr: 0.001 train loss: 1.1064 val loss: 0.4378 Epoch 62/100 ---------- lr: 0.001 train loss: 1.0922 val loss: 0.4292 Epoch 63/100 ---------- lr: 0.001 train loss: 1.0804 val loss: 0.4094 Epoch 64/100 ---------- lr: 0.001 train loss: 1.1404 val loss: 0.4624 Epoch 65/100 ---------- lr: 0.001 train loss: 1.0956 val loss: 0.6042 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1008 val loss: 0.4361 Epoch 67/100 ---------- lr: 0.001 train loss: 1.0811 val loss: 0.4319 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0560 val loss: 0.3992 Epoch 69/100 ---------- lr: 0.001 train loss: 1.0745 val loss: 0.4306 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0559 val loss: 0.4318 Epoch 71/100 ---------- lr: 0.001 train loss: 1.0713 val loss: 0.4254 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0419 val loss: 0.3841 Epoch 73/100 ---------- lr: 0.001 train loss: 1.1135 val loss: 0.4244 Epoch 74/100 ---------- lr: 0.001 train loss: 1.0826 val loss: 0.4517 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0676 val loss: 0.3719 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0279 val loss: 0.3762 Epoch 77/100 ---------- lr: 0.001 train loss: 1.0158 val loss: 0.3848 Epoch 78/100 ---------- lr: 0.001 train loss: 1.0396 val loss: 0.3819 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0489 val loss: 0.3864 Epoch 80/100 ---------- lr: 0.001 train loss: 1.0372 val loss: 0.3683 Epoch 81/100 ---------- lr: 0.001 train loss: 1.0145 val loss: 0.3900 Epoch 82/100 ---------- lr: 0.001 train loss: 1.0279 val loss: 0.3937 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0255 val loss: 0.4526 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0660 val loss: 0.4172 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0276 val loss: 0.3970 Epoch 86/100 ---------- lr: 0.001 train loss: 1.0609 val loss: 0.3440 Epoch 87/100 ---------- lr: 0.001 train loss: 0.9964 val loss: 0.3668 Epoch 88/100 ---------- lr: 0.001 train loss: 0.9958 val loss: 0.3528 Epoch 89/100 ---------- lr: 0.001 train loss: 1.0051 val loss: 0.3527 Epoch 90/100 ---------- lr: 0.001 train loss: 0.9844 val loss: 0.3196 Epoch 91/100 ---------- lr: 0.001 train loss: 0.9883 val loss: 0.3532 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0416 val loss: 0.4494 Epoch 93/100 ---------- lr: 0.001 train loss: 1.0150 val loss: 0.3381 Epoch 94/100 ---------- lr: 0.001 train loss: 0.9846 val loss: 0.3561 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9813 val loss: 0.3387 Epoch 96/100 ---------- lr: 0.001 train loss: 0.9720 val loss: 0.3505 Epoch 97/100 ---------- lr: 0.001 train loss: 1.0088 val loss: 0.3445 Epoch 98/100 ---------- lr: 0.001 train loss: 0.9915 val loss: 0.3524 Epoch 99/100 ---------- lr: 0.001 train loss: 0.9767 val loss: 0.3389 Epoch 100/100 ---------- lr: 0.001 train loss: 0.9740 val loss: 0.3297 Training complete in 7m 37s Best val loss: 0.3196 at epoch 90 Val MSE at best epoch: 0.1352