Epoch 1/100 ---------- lr: 0.005 train loss: 11.7151 val loss: 4.1377 Epoch 2/100 ---------- lr: 0.005 train loss: 4.5569 val loss: 3.0604 Epoch 3/100 ---------- lr: 0.005 train loss: 3.7186 val loss: 3.0117 Epoch 4/100 ---------- lr: 0.005 train loss: 3.5293 val loss: 2.3873 Epoch 5/100 ---------- lr: 0.005 train loss: 4.1303 val loss: 2.1845 Epoch 6/100 ---------- lr: 0.005 train loss: 3.3935 val loss: 2.3069 Epoch 7/100 ---------- lr: 0.005 train loss: 2.9112 val loss: 1.9255 Epoch 8/100 ---------- lr: 0.005 train loss: 2.6748 val loss: 1.7725 Epoch 9/100 ---------- lr: 0.005 train loss: 2.5307 val loss: 1.6048 Epoch 10/100 ---------- lr: 0.005 train loss: 3.1760 val loss: 1.6787 Epoch 11/100 ---------- lr: 0.005 train loss: 2.3512 val loss: 1.4143 Epoch 12/100 ---------- lr: 0.005 train loss: 2.4789 val loss: 1.7514 Epoch 13/100 ---------- lr: 0.005 train loss: 2.2425 val loss: 1.5110 Epoch 14/100 ---------- lr: 0.005 train loss: 2.0888 val loss: 1.2820 Epoch 15/100 ---------- lr: 0.005 train loss: 2.1727 val loss: 1.3391 Epoch 16/100 ---------- lr: 0.005 train loss: 2.0791 val loss: 1.1150 Epoch 17/100 ---------- lr: 0.005 train loss: 1.8012 val loss: 0.8770 Epoch 18/100 ---------- lr: 0.005 train loss: 2.3847 val loss: 3.0931 Epoch 19/100 ---------- lr: 0.005 train loss: 2.9965 val loss: 1.3362 Epoch 20/100 ---------- lr: 0.005 train loss: 2.1418 val loss: 1.3550 Epoch 21/100 ---------- lr: 0.005 train loss: 1.8365 val loss: 0.8637 Epoch 22/100 ---------- lr: 0.005 train loss: 1.6523 val loss: 0.7988 Epoch 23/100 ---------- lr: 0.005 train loss: 1.6490 val loss: 1.0839 Epoch 24/100 ---------- lr: 0.005 train loss: 1.8679 val loss: 2.0434 Epoch 25/100 ---------- lr: 0.005 train loss: 2.2017 val loss: 0.9499 Epoch 26/100 ---------- lr: 0.005 train loss: 1.7107 val loss: 0.8585 Epoch 27/100 ---------- lr: 0.005 train loss: 1.5090 val loss: 0.7092 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4335 val loss: 0.6554 Epoch 29/100 ---------- lr: 0.005 train loss: 2.0766 val loss: 1.8964 Epoch 30/100 ---------- lr: 0.005 train loss: 2.2443 val loss: 1.0205 Epoch 31/100 ---------- lr: 0.005 train loss: 1.7236 val loss: 0.8354 Epoch 32/100 ---------- lr: 0.005 train loss: 2.6293 val loss: 1.2661 Epoch 33/100 ---------- lr: 0.005 train loss: 1.8455 val loss: 0.9462 Epoch 34/100 ---------- lr: 0.005 train loss: 1.6124 val loss: 0.9094 Epoch 35/100 ---------- lr: 0.005 train loss: 1.5441 val loss: 0.7044 Epoch 36/100 ---------- lr: 0.005 train loss: 1.4638 val loss: 0.6243 Epoch 37/100 ---------- lr: 0.005 train loss: 1.4593 val loss: 0.7558 Epoch 38/100 ---------- lr: 0.005 train loss: 1.4862 val loss: 0.6896 Epoch 39/100 ---------- lr: 0.005 train loss: 1.3714 val loss: 0.5923 Epoch 40/100 ---------- lr: 0.005 train loss: 1.3762 val loss: 0.6129 Epoch 41/100 ---------- lr: 0.005 train loss: 1.4107 val loss: 0.7142 Epoch 42/100 ---------- lr: 0.005 train loss: 1.4409 val loss: 0.5827 Epoch 43/100 ---------- lr: 0.005 train loss: 1.3692 val loss: 0.7719 Epoch 44/100 ---------- lr: 0.005 train loss: 1.4803 val loss: 1.1463 Epoch 45/100 ---------- lr: 0.005 train loss: 1.5796 val loss: 0.6402 Epoch 46/100 ---------- lr: 0.005 train loss: 1.3478 val loss: 0.5366 Epoch 47/100 ---------- lr: 0.005 train loss: 1.2960 val loss: 0.5903 Epoch 48/100 ---------- lr: 0.005 train loss: 1.2921 val loss: 0.5289 Epoch 49/100 ---------- lr: 0.005 train loss: 1.5515 val loss: 0.6695 Epoch 50/100 ---------- lr: 0.005 train loss: 1.5203 val loss: 0.5920 Epoch 51/100 ---------- lr: 0.005 train loss: 1.4311 val loss: 0.7613 Epoch 52/100 ---------- lr: 0.005 train loss: 1.4365 val loss: 0.6088 Epoch 53/100 ---------- lr: 0.005 train loss: 1.3654 val loss: 0.5638 Epoch 54/100 ---------- lr: 0.005 train loss: 1.3471 val loss: 1.1391 Epoch 55/100 ---------- lr: 0.005 train loss: 1.5832 val loss: 1.2565 Epoch 56/100 ---------- lr: 0.005 train loss: 2.1903 val loss: 1.5412 Epoch 57/100 ---------- lr: 0.005 train loss: 4.2271 val loss: 2.9021 Epoch 58/100 ---------- lr: 0.005 train loss: 3.2675 val loss: 2.0779 Epoch 59/100 ---------- lr: 0.005 train loss: 2.8631 val loss: 2.0025 Epoch 60/100 ---------- lr: 0.005 train loss: 2.6654 val loss: 1.7153 Epoch 61/100 ---------- lr: 0.005 train loss: 2.6437 val loss: 1.8809 Epoch 62/100 ---------- lr: 0.005 train loss: 3.2466 val loss: 3.0218 Epoch 63/100 ---------- lr: 0.005 train loss: 4.3977 val loss: 3.1300 Epoch 64/100 ---------- lr: 0.005 train loss: 3.9156 val loss: 2.5603 Epoch 65/100 ---------- lr: 0.005 train loss: 3.4118 val loss: 2.2129 Epoch 66/100 ---------- lr: 0.005 train loss: 3.0191 val loss: 1.8156 Epoch 67/100 ---------- lr: 0.005 train loss: 2.8849 val loss: 2.2522 Epoch 68/100 ---------- lr: 0.005 train loss: 3.2245 val loss: 2.1151 Epoch 69/100 ---------- lr: 0.005 train loss: 2.8048 val loss: 1.9514 Epoch 70/100 ---------- lr: 0.0025 train loss: 2.5652 val loss: 1.6166 Epoch 71/100 ---------- lr: 0.0025 train loss: 2.5240 val loss: 1.7170 Epoch 72/100 ---------- lr: 0.0025 train loss: 2.4269 val loss: 1.5648 Epoch 73/100 ---------- lr: 0.0025 train loss: 2.4560 val loss: 1.5155 Epoch 74/100 ---------- lr: 0.0025 train loss: 2.3953 val loss: 1.5913 Epoch 75/100 ---------- lr: 0.0025 train loss: 2.3584 val loss: 1.5056 Epoch 76/100 ---------- lr: 0.0025 train loss: 2.7711 val loss: 1.8375 Epoch 77/100 ---------- lr: 0.0025 train loss: 2.5284 val loss: 1.6884 Epoch 78/100 ---------- lr: 0.0025 train loss: 2.4894 val loss: 1.5525 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.3891 val loss: 1.4034 Epoch 80/100 ---------- lr: 0.0025 train loss: 2.2879 val loss: 1.3847 Epoch 81/100 ---------- lr: 0.0025 train loss: 2.2159 val loss: 1.4398 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.1806 val loss: 1.3660 Epoch 83/100 ---------- lr: 0.0025 train loss: 2.1300 val loss: 1.3585 Epoch 84/100 ---------- lr: 0.0025 train loss: 2.1807 val loss: 1.4107 Epoch 85/100 ---------- lr: 0.0025 train loss: 2.3099 val loss: 1.5999 Epoch 86/100 ---------- lr: 0.0025 train loss: 2.3499 val loss: 1.5818 Epoch 87/100 ---------- lr: 0.0025 train loss: 2.2587 val loss: 1.4358 Epoch 88/100 ---------- lr: 0.0025 train loss: 2.2777 val loss: 1.3203 Epoch 89/100 ---------- lr: 0.0025 train loss: 2.1661 val loss: 1.2473 Epoch 90/100 ---------- lr: 0.0025 train loss: 2.1147 val loss: 1.5452 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.0507 val loss: 1.2052 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.0024 val loss: 1.1513 Epoch 93/100 ---------- lr: 0.00125 train loss: 1.9509 val loss: 1.1568 Epoch 94/100 ---------- lr: 0.00125 train loss: 1.9283 val loss: 1.1052 Epoch 95/100 ---------- lr: 0.00125 train loss: 1.9204 val loss: 1.1385 Epoch 96/100 ---------- lr: 0.00125 train loss: 1.8909 val loss: 1.0730 Epoch 97/100 ---------- lr: 0.00125 train loss: 1.8653 val loss: 1.1028 Epoch 98/100 ---------- lr: 0.00125 train loss: 1.8416 val loss: 1.0606 Epoch 99/100 ---------- lr: 0.00125 train loss: 1.8370 val loss: 1.0601 Epoch 100/100 ---------- lr: 0.00125 train loss: 1.8285 val loss: 1.0568 Training complete in 22m 45s Best val loss: 0.5289 at epoch 48 Val MSE at best epoch: 0.2179