Epoch 1/100 ---------- lr: 0.005 train loss: 7.9966 val loss: 4.1095 Epoch 2/100 ---------- lr: 0.005 train loss: 3.9458 val loss: 3.3186 Epoch 3/100 ---------- lr: 0.005 train loss: 3.7820 val loss: 3.3372 Epoch 4/100 ---------- lr: 0.005 train loss: 3.2432 val loss: 2.3746 Epoch 5/100 ---------- lr: 0.005 train loss: 2.5985 val loss: 1.7950 Epoch 6/100 ---------- lr: 0.005 train loss: 2.3645 val loss: 1.5007 Epoch 7/100 ---------- lr: 0.005 train loss: 2.4849 val loss: 1.9531 Epoch 8/100 ---------- lr: 0.005 train loss: 2.3536 val loss: 1.4242 Epoch 9/100 ---------- lr: 0.005 train loss: 1.8177 val loss: 1.1199 Epoch 10/100 ---------- lr: 0.005 train loss: 1.6452 val loss: 1.2160 Epoch 11/100 ---------- lr: 0.005 train loss: 1.4328 val loss: 0.8962 Epoch 12/100 ---------- lr: 0.005 train loss: 2.2537 val loss: 2.4681 Epoch 13/100 ---------- lr: 0.005 train loss: 1.7887 val loss: 0.9318 Epoch 14/100 ---------- lr: 0.005 train loss: 1.3467 val loss: 0.8414 Epoch 15/100 ---------- lr: 0.005 train loss: 1.1997 val loss: 1.0110 Epoch 16/100 ---------- lr: 0.005 train loss: 1.2822 val loss: 0.7791 Epoch 17/100 ---------- lr: 0.005 train loss: 1.0675 val loss: 0.7200 Epoch 18/100 ---------- lr: 0.005 train loss: 1.0394 val loss: 1.0281 Epoch 19/100 ---------- lr: 0.005 train loss: 1.1059 val loss: 0.6567 Epoch 20/100 ---------- lr: 0.005 train loss: 0.9677 val loss: 0.6073 Epoch 21/100 ---------- lr: 0.005 train loss: 1.0241 val loss: 0.8345 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1347 val loss: 0.5171 Epoch 23/100 ---------- lr: 0.005 train loss: 0.8899 val loss: 0.4491 Epoch 24/100 ---------- lr: 0.005 train loss: 0.8112 val loss: 0.4461 Epoch 25/100 ---------- lr: 0.005 train loss: 1.1371 val loss: 1.9391 Epoch 26/100 ---------- lr: 0.005 train loss: 1.2789 val loss: 0.5012 Epoch 27/100 ---------- lr: 0.005 train loss: 1.0309 val loss: 0.5233 Epoch 28/100 ---------- lr: 0.005 train loss: 0.7931 val loss: 0.3617 Epoch 29/100 ---------- lr: 0.005 train loss: 0.8095 val loss: 0.3129 Epoch 30/100 ---------- lr: 0.005 train loss: 0.7169 val loss: 0.4654 Epoch 31/100 ---------- lr: 0.005 train loss: 1.0262 val loss: 0.4747 Epoch 32/100 ---------- lr: 0.005 train loss: 0.7227 val loss: 0.3223 Epoch 33/100 ---------- lr: 0.005 train loss: 0.7082 val loss: 0.3492 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8392 val loss: 0.6927 Epoch 35/100 ---------- lr: 0.005 train loss: 1.4613 val loss: 0.7231 Epoch 36/100 ---------- lr: 0.005 train loss: 1.1460 val loss: 0.5339 Epoch 37/100 ---------- lr: 0.005 train loss: 0.9373 val loss: 0.5594 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9179 val loss: 0.3792 Epoch 39/100 ---------- lr: 0.005 train loss: 0.7633 val loss: 0.4260 Epoch 40/100 ---------- lr: 0.005 train loss: 0.7741 val loss: 0.6067 Epoch 41/100 ---------- lr: 0.005 train loss: 0.8427 val loss: 0.3638 Epoch 42/100 ---------- lr: 0.005 train loss: 0.7554 val loss: 0.3647 Epoch 43/100 ---------- lr: 0.005 train loss: 0.6986 val loss: 0.3623 Epoch 44/100 ---------- lr: 0.005 train loss: 1.0801 val loss: 2.2017 Epoch 45/100 ---------- lr: 0.005 train loss: 4.5512 val loss: 4.6790 Epoch 46/100 ---------- lr: 0.005 train loss: 3.8955 val loss: 2.9511 Epoch 47/100 ---------- lr: 0.005 train loss: 3.8680 val loss: 3.0603 Epoch 48/100 ---------- lr: 0.005 train loss: 5.4236 val loss: 5.1918 Epoch 49/100 ---------- lr: 0.005 train loss: 6.5816 val loss: 5.0732 Epoch 50/100 ---------- lr: 0.005 train loss: 5.8468 val loss: 4.3128 Epoch 51/100 ---------- lr: 0.0025 train loss: 4.5549 val loss: 3.9829 Epoch 52/100 ---------- lr: 0.0025 train loss: 4.1505 val loss: 3.4499 Epoch 53/100 ---------- lr: 0.0025 train loss: 4.0365 val loss: 3.8016 Epoch 54/100 ---------- lr: 0.0025 train loss: 4.1767 val loss: 3.2571 Epoch 55/100 ---------- lr: 0.0025 train loss: 3.7864 val loss: 3.0553 Epoch 56/100 ---------- lr: 0.0025 train loss: 3.4950 val loss: 3.0034 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.3255 val loss: 3.0107 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.3998 val loss: 2.9348 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.3232 val loss: 2.7816 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.3216 val loss: 2.9810 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.6995 val loss: 3.1254 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.8636 val loss: 3.5118 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.3456 val loss: 3.6342 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.9880 val loss: 3.1659 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.5117 val loss: 2.7589 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.2568 val loss: 2.5742 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.1556 val loss: 2.6045 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.2647 val loss: 2.5661 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.1539 val loss: 2.4229 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.5325 val loss: 3.7468 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.0150 val loss: 3.1831 Epoch 72/100 ---------- lr: 0.00125 train loss: 3.4762 val loss: 2.5571 Epoch 73/100 ---------- lr: 0.00125 train loss: 3.0691 val loss: 2.3622 Epoch 74/100 ---------- lr: 0.00125 train loss: 3.0034 val loss: 2.3659 Epoch 75/100 ---------- lr: 0.00125 train loss: 2.9311 val loss: 2.2632 Epoch 76/100 ---------- lr: 0.00125 train loss: 2.8585 val loss: 2.2799 Epoch 77/100 ---------- lr: 0.00125 train loss: 2.7441 val loss: 2.2132 Epoch 78/100 ---------- lr: 0.00125 train loss: 2.7459 val loss: 2.1545 Epoch 79/100 ---------- lr: 0.00125 train loss: 2.7330 val loss: 2.1031 Epoch 80/100 ---------- lr: 0.00125 train loss: 2.6464 val loss: 2.3509 Epoch 81/100 ---------- lr: 0.00125 train loss: 2.6774 val loss: 2.1892 Epoch 82/100 ---------- lr: 0.00125 train loss: 2.6017 val loss: 2.0619 Epoch 83/100 ---------- lr: 0.00125 train loss: 2.5362 val loss: 1.9747 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.4992 val loss: 1.9532 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.4680 val loss: 2.0008 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.4344 val loss: 1.9215 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.4067 val loss: 1.9420 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.4492 val loss: 1.9378 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.4657 val loss: 1.8513 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.4819 val loss: 1.9023 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.3790 val loss: 1.8426 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.3310 val loss: 1.9385 Epoch 93/100 ---------- lr: 0.000625 train loss: 2.3232 val loss: 1.7904 Epoch 94/100 ---------- lr: 0.000625 train loss: 2.2639 val loss: 1.7625 Epoch 95/100 ---------- lr: 0.000625 train loss: 2.2785 val loss: 1.7601 Epoch 96/100 ---------- lr: 0.000625 train loss: 2.2421 val loss: 1.8508 Epoch 97/100 ---------- lr: 0.000625 train loss: 2.2020 val loss: 1.8149 Epoch 98/100 ---------- lr: 0.000625 train loss: 2.1685 val loss: 1.7285 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.1973 val loss: 1.6750 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.1825 val loss: 1.8156 Training complete in 13m 55s Best val loss: 0.3129 at epoch 29 Val MSE at best epoch: 0.1329