Epoch 1/100 ---------- lr: 0.005 train loss: 16.1536 val loss: 3.8561 Epoch 2/100 ---------- lr: 0.005 train loss: 4.9037 val loss: 2.7749 Epoch 3/100 ---------- lr: 0.005 train loss: 4.2041 val loss: 2.7137 Epoch 4/100 ---------- lr: 0.005 train loss: 3.8962 val loss: 2.1816 Epoch 5/100 ---------- lr: 0.005 train loss: 3.5327 val loss: 2.2572 Epoch 6/100 ---------- lr: 0.005 train loss: 3.6886 val loss: 1.7760 Epoch 7/100 ---------- lr: 0.005 train loss: 3.1972 val loss: 1.6236 Epoch 8/100 ---------- lr: 0.005 train loss: 3.0516 val loss: 1.6884 Epoch 9/100 ---------- lr: 0.005 train loss: 3.1216 val loss: 1.5971 Epoch 10/100 ---------- lr: 0.005 train loss: 2.8326 val loss: 1.2348 Epoch 11/100 ---------- lr: 0.005 train loss: 2.7814 val loss: 1.4988 Epoch 12/100 ---------- lr: 0.005 train loss: 3.6387 val loss: 1.8296 Epoch 13/100 ---------- lr: 0.005 train loss: 3.3863 val loss: 1.4059 Epoch 14/100 ---------- lr: 0.005 train loss: 2.9005 val loss: 1.4986 Epoch 15/100 ---------- lr: 0.005 train loss: 2.6892 val loss: 1.3237 Epoch 16/100 ---------- lr: 0.005 train loss: 2.6868 val loss: 1.0879 Epoch 17/100 ---------- lr: 0.005 train loss: 2.5158 val loss: 1.3589 Epoch 18/100 ---------- lr: 0.005 train loss: 2.4925 val loss: 1.0079 Epoch 19/100 ---------- lr: 0.005 train loss: 2.5653 val loss: 1.1461 Epoch 20/100 ---------- lr: 0.005 train loss: 2.5187 val loss: 1.0319 Epoch 21/100 ---------- lr: 0.005 train loss: 2.5337 val loss: 0.9593 Epoch 22/100 ---------- lr: 0.005 train loss: 2.5530 val loss: 0.9701 Epoch 23/100 ---------- lr: 0.005 train loss: 2.3845 val loss: 1.1716 Epoch 24/100 ---------- lr: 0.005 train loss: 2.3544 val loss: 0.8970 Epoch 25/100 ---------- lr: 0.005 train loss: 2.2645 val loss: 0.8318 Epoch 26/100 ---------- lr: 0.005 train loss: 2.2898 val loss: 0.8128 Epoch 27/100 ---------- lr: 0.005 train loss: 2.2597 val loss: 0.9439 Epoch 28/100 ---------- lr: 0.005 train loss: 2.2253 val loss: 0.7700 Epoch 29/100 ---------- lr: 0.005 train loss: 2.2022 val loss: 0.8593 Epoch 30/100 ---------- lr: 0.005 train loss: 2.2092 val loss: 0.7389 Epoch 31/100 ---------- lr: 0.005 train loss: 2.2435 val loss: 0.9179 Epoch 32/100 ---------- lr: 0.005 train loss: 2.2779 val loss: 0.7830 Epoch 33/100 ---------- lr: 0.005 train loss: 2.1887 val loss: 0.6985 Epoch 34/100 ---------- lr: 0.005 train loss: 2.2137 val loss: 0.7613 Epoch 35/100 ---------- lr: 0.005 train loss: 2.1142 val loss: 0.7176 Epoch 36/100 ---------- lr: 0.005 train loss: 2.1731 val loss: 1.3542 Epoch 37/100 ---------- lr: 0.005 train loss: 2.5742 val loss: 0.7702 Epoch 38/100 ---------- lr: 0.005 train loss: 2.1843 val loss: 0.8133 Epoch 39/100 ---------- lr: 0.005 train loss: 2.2358 val loss: 0.7774 Epoch 40/100 ---------- lr: 0.005 train loss: 2.1846 val loss: 0.9394 Epoch 41/100 ---------- lr: 0.005 train loss: 2.1286 val loss: 0.6059 Epoch 42/100 ---------- lr: 0.005 train loss: 2.0235 val loss: 0.5994 Epoch 43/100 ---------- lr: 0.005 train loss: 2.1806 val loss: 0.7639 Epoch 44/100 ---------- lr: 0.005 train loss: 2.1010 val loss: 0.5977 Epoch 45/100 ---------- lr: 0.005 train loss: 2.0359 val loss: 0.5537 Epoch 46/100 ---------- lr: 0.005 train loss: 2.1754 val loss: 0.9703 Epoch 47/100 ---------- lr: 0.005 train loss: 2.0914 val loss: 0.6035 Epoch 48/100 ---------- lr: 0.005 train loss: 1.9911 val loss: 0.5607 Epoch 49/100 ---------- lr: 0.005 train loss: 1.9845 val loss: 0.5538 Epoch 50/100 ---------- lr: 0.005 train loss: 2.1551 val loss: 1.0369 Epoch 51/100 ---------- lr: 0.005 train loss: 2.6780 val loss: 0.8758 Epoch 52/100 ---------- lr: 0.005 train loss: 2.1281 val loss: 0.6184 Epoch 53/100 ---------- lr: 0.005 train loss: 2.0005 val loss: 0.5942 Epoch 54/100 ---------- lr: 0.005 train loss: 2.0443 val loss: 0.5965 Epoch 55/100 ---------- lr: 0.005 train loss: 1.9794 val loss: 0.5926 Epoch 56/100 ---------- lr: 0.005 train loss: 1.9678 val loss: 0.5297 Epoch 57/100 ---------- lr: 0.005 train loss: 1.9659 val loss: 0.5686 Epoch 58/100 ---------- lr: 0.005 train loss: 2.1788 val loss: 0.7565 Epoch 59/100 ---------- lr: 0.005 train loss: 2.2267 val loss: 0.6345 Epoch 60/100 ---------- lr: 0.005 train loss: 2.0280 val loss: 0.5579 Epoch 61/100 ---------- lr: 0.005 train loss: 2.0774 val loss: 0.6731 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9842 val loss: 0.5825 Epoch 63/100 ---------- lr: 0.005 train loss: 2.1432 val loss: 2.1924 Epoch 64/100 ---------- lr: 0.005 train loss: 2.6002 val loss: 0.8559 Epoch 65/100 ---------- lr: 0.005 train loss: 2.8981 val loss: 1.4222 Epoch 66/100 ---------- lr: 0.005 train loss: 2.4627 val loss: 0.9303 Epoch 67/100 ---------- lr: 0.005 train loss: 2.2084 val loss: 0.7284 Epoch 68/100 ---------- lr: 0.005 train loss: 2.1364 val loss: 0.6959 Epoch 69/100 ---------- lr: 0.005 train loss: 2.1741 val loss: 0.7989 Epoch 70/100 ---------- lr: 0.005 train loss: 2.1140 val loss: 0.8168 Epoch 71/100 ---------- lr: 0.005 train loss: 2.2207 val loss: 0.6863 Epoch 72/100 ---------- lr: 0.005 train loss: 2.1821 val loss: 0.8545 Epoch 73/100 ---------- lr: 0.005 train loss: 2.0914 val loss: 0.8193 Epoch 74/100 ---------- lr: 0.005 train loss: 2.0603 val loss: 0.6065 Epoch 75/100 ---------- lr: 0.005 train loss: 2.0331 val loss: 0.6168 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9830 val loss: 0.5771 Epoch 77/100 ---------- lr: 0.005 train loss: 2.0408 val loss: 0.6539 Epoch 78/100 ---------- lr: 0.0025 train loss: 1.9789 val loss: 0.5437 Epoch 79/100 ---------- lr: 0.0025 train loss: 1.9290 val loss: 0.5423 Epoch 80/100 ---------- lr: 0.0025 train loss: 1.8986 val loss: 0.5515 Epoch 81/100 ---------- lr: 0.0025 train loss: 1.8938 val loss: 0.5080 Epoch 82/100 ---------- lr: 0.0025 train loss: 1.8858 val loss: 0.5181 Epoch 83/100 ---------- lr: 0.0025 train loss: 1.8771 val loss: 0.5034 Epoch 84/100 ---------- lr: 0.0025 train loss: 1.8819 val loss: 0.4889 Epoch 85/100 ---------- lr: 0.0025 train loss: 1.8646 val loss: 0.4737 Epoch 86/100 ---------- lr: 0.0025 train loss: 1.8609 val loss: 0.5033 Epoch 87/100 ---------- lr: 0.0025 train loss: 1.8615 val loss: 0.5666 Epoch 88/100 ---------- lr: 0.0025 train loss: 1.8669 val loss: 0.4726 Epoch 89/100 ---------- lr: 0.0025 train loss: 1.8522 val loss: 0.4929 Epoch 90/100 ---------- lr: 0.0025 train loss: 1.8397 val loss: 0.5339 Epoch 91/100 ---------- lr: 0.0025 train loss: 1.8573 val loss: 0.4579 Epoch 92/100 ---------- lr: 0.0025 train loss: 1.8436 val loss: 0.5335 Epoch 93/100 ---------- lr: 0.0025 train loss: 1.8611 val loss: 0.4725 Epoch 94/100 ---------- lr: 0.0025 train loss: 1.8363 val loss: 0.5054 Epoch 95/100 ---------- lr: 0.0025 train loss: 1.8202 val loss: 0.4494 Epoch 96/100 ---------- lr: 0.0025 train loss: 1.8242 val loss: 0.4732 Epoch 97/100 ---------- lr: 0.0025 train loss: 1.8274 val loss: 0.4437 Epoch 98/100 ---------- lr: 0.0025 train loss: 1.8347 val loss: 0.4851 Epoch 99/100 ---------- lr: 0.0025 train loss: 1.8239 val loss: 0.5151 Epoch 100/100 ---------- lr: 0.0025 train loss: 1.8260 val loss: 0.4365 Training complete in 8m 47s Best val loss: 0.4365 at epoch 100 Val MSE at best epoch: 0.1771