Epoch 1/100 ---------- lr: 0.005 train loss: 33.3261 val loss: 6.1547 Epoch 2/100 ---------- lr: 0.005 train loss: 6.9784 val loss: 4.3824 Epoch 3/100 ---------- lr: 0.005 train loss: 5.3198 val loss: 3.5144 Epoch 4/100 ---------- lr: 0.005 train loss: 4.4365 val loss: 3.4822 Epoch 5/100 ---------- lr: 0.005 train loss: 4.0839 val loss: 2.8493 Epoch 6/100 ---------- lr: 0.005 train loss: 3.8881 val loss: 3.9442 Epoch 7/100 ---------- lr: 0.005 train loss: 3.6872 val loss: 2.0710 Epoch 8/100 ---------- lr: 0.005 train loss: 3.2050 val loss: 2.0585 Epoch 9/100 ---------- lr: 0.005 train loss: 2.9933 val loss: 1.8181 Epoch 10/100 ---------- lr: 0.005 train loss: 2.9361 val loss: 2.4068 Epoch 11/100 ---------- lr: 0.005 train loss: 2.8300 val loss: 1.8421 Epoch 12/100 ---------- lr: 0.005 train loss: 2.5361 val loss: 1.3894 Epoch 13/100 ---------- lr: 0.005 train loss: 2.5799 val loss: 1.5533 Epoch 14/100 ---------- lr: 0.005 train loss: 2.5177 val loss: 1.2363 Epoch 15/100 ---------- lr: 0.005 train loss: 2.3500 val loss: 1.2409 Epoch 16/100 ---------- lr: 0.005 train loss: 2.3080 val loss: 1.2349 Epoch 17/100 ---------- lr: 0.005 train loss: 2.1334 val loss: 1.0991 Epoch 18/100 ---------- lr: 0.005 train loss: 1.9888 val loss: 0.8663 Epoch 19/100 ---------- lr: 0.005 train loss: 1.8715 val loss: 0.8376 Epoch 20/100 ---------- lr: 0.005 train loss: 1.9690 val loss: 1.0084 Epoch 21/100 ---------- lr: 0.005 train loss: 2.1535 val loss: 1.7071 Epoch 22/100 ---------- lr: 0.005 train loss: 2.6038 val loss: 1.2702 Epoch 23/100 ---------- lr: 0.005 train loss: 1.9903 val loss: 1.1389 Epoch 24/100 ---------- lr: 0.005 train loss: 1.9165 val loss: 0.8750 Epoch 25/100 ---------- lr: 0.005 train loss: 1.7034 val loss: 0.8084 Epoch 26/100 ---------- lr: 0.005 train loss: 1.6096 val loss: 0.7526 Epoch 27/100 ---------- lr: 0.005 train loss: 1.8230 val loss: 1.1529 Epoch 28/100 ---------- lr: 0.005 train loss: 1.7848 val loss: 0.8001 Epoch 29/100 ---------- lr: 0.005 train loss: 1.6106 val loss: 0.9989 Epoch 30/100 ---------- lr: 0.005 train loss: 1.7325 val loss: 0.8255 Epoch 31/100 ---------- lr: 0.005 train loss: 1.6201 val loss: 0.7297 Epoch 32/100 ---------- lr: 0.005 train loss: 1.4997 val loss: 0.7090 Epoch 33/100 ---------- lr: 0.005 train loss: 1.7029 val loss: 0.6895 Epoch 34/100 ---------- lr: 0.005 train loss: 1.6303 val loss: 0.6537 Epoch 35/100 ---------- lr: 0.005 train loss: 1.4670 val loss: 0.5404 Epoch 36/100 ---------- lr: 0.005 train loss: 1.4096 val loss: 0.5193 Epoch 37/100 ---------- lr: 0.005 train loss: 2.2230 val loss: 2.0911 Epoch 38/100 ---------- lr: 0.005 train loss: 2.5953 val loss: 1.1848 Epoch 39/100 ---------- lr: 0.005 train loss: 1.8278 val loss: 0.7741 Epoch 40/100 ---------- lr: 0.005 train loss: 1.6478 val loss: 0.6631 Epoch 41/100 ---------- lr: 0.005 train loss: 1.5123 val loss: 0.5720 Epoch 42/100 ---------- lr: 0.005 train loss: 1.4566 val loss: 0.5527 Epoch 43/100 ---------- lr: 0.005 train loss: 1.4645 val loss: 0.6562 Epoch 44/100 ---------- lr: 0.005 train loss: 1.4793 val loss: 0.6488 Epoch 45/100 ---------- lr: 0.005 train loss: 1.4971 val loss: 0.8682 Epoch 46/100 ---------- lr: 0.005 train loss: 1.4747 val loss: 0.5554 Epoch 47/100 ---------- lr: 0.005 train loss: 2.0045 val loss: 1.0148 Epoch 48/100 ---------- lr: 0.005 train loss: 3.7461 val loss: 6.5619 Epoch 49/100 ---------- lr: 0.005 train loss: 5.0635 val loss: 3.1109 Epoch 50/100 ---------- lr: 0.005 train loss: 4.0711 val loss: 2.7647 Epoch 51/100 ---------- lr: 0.005 train loss: 3.8885 val loss: 2.8619 Epoch 52/100 ---------- lr: 0.005 train loss: 3.9169 val loss: 2.6070 Epoch 53/100 ---------- lr: 0.005 train loss: 3.8358 val loss: 2.8325 Epoch 54/100 ---------- lr: 0.005 train loss: 4.4062 val loss: 3.8350 Epoch 55/100 ---------- lr: 0.005 train loss: 5.9249 val loss: 5.6332 Epoch 56/100 ---------- lr: 0.005 train loss: 6.9056 val loss: 5.9779 Epoch 57/100 ---------- lr: 0.005 train loss: 7.8925 val loss: 5.8391 Epoch 58/100 ---------- lr: 0.0025 train loss: 6.5099 val loss: 5.2550 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.9693 val loss: 4.9718 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.5706 val loss: 4.4969 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.2580 val loss: 4.3468 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.1277 val loss: 3.9882 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.9249 val loss: 3.9628 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.0222 val loss: 4.0859 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.9240 val loss: 3.8184 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.1019 val loss: 4.0321 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.7101 val loss: 3.5850 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.5913 val loss: 3.6377 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.6195 val loss: 3.5018 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.4621 val loss: 3.6378 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.5547 val loss: 3.6587 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.6769 val loss: 3.6464 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.5748 val loss: 3.5024 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.7143 val loss: 3.8721 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.6604 val loss: 3.8049 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.6089 val loss: 3.5922 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.4703 val loss: 3.6177 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.4003 val loss: 3.5840 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.1640 val loss: 3.2533 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.0625 val loss: 3.0978 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.0507 val loss: 3.2756 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.0937 val loss: 3.3160 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.0193 val loss: 3.0847 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.9894 val loss: 3.0963 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.9070 val loss: 3.1061 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.9828 val loss: 3.1535 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.9824 val loss: 3.1185 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.9475 val loss: 3.0599 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.0380 val loss: 3.1547 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.9967 val loss: 3.2839 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.8851 val loss: 3.1090 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.8307 val loss: 2.9051 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.0188 val loss: 3.1849 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.9512 val loss: 3.1809 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.8884 val loss: 3.0053 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.8015 val loss: 2.9475 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.7711 val loss: 2.9265 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.8318 val loss: 3.0710 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.8632 val loss: 2.8398 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.7103 val loss: 2.7352 Training complete in 22m 46s Best val loss: 0.5193 at epoch 36 Val MSE at best epoch: 0.1883