Epoch 1/100 ---------- lr: 0.001 train loss: 13.0933 val loss: 4.5139 Epoch 2/100 ---------- lr: 0.001 train loss: 4.4694 val loss: 3.4776 Epoch 3/100 ---------- lr: 0.001 train loss: 3.7113 val loss: 2.6034 Epoch 4/100 ---------- lr: 0.001 train loss: 3.1790 val loss: 2.4295 Epoch 5/100 ---------- lr: 0.001 train loss: 3.0818 val loss: 2.0789 Epoch 6/100 ---------- lr: 0.001 train loss: 3.0708 val loss: 2.0238 Epoch 7/100 ---------- lr: 0.001 train loss: 2.5002 val loss: 1.6809 Epoch 8/100 ---------- lr: 0.001 train loss: 2.3667 val loss: 2.6872 Epoch 9/100 ---------- lr: 0.001 train loss: 2.2587 val loss: 1.4760 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0310 val loss: 1.2418 Epoch 11/100 ---------- lr: 0.001 train loss: 1.8668 val loss: 1.0969 Epoch 12/100 ---------- lr: 0.001 train loss: 1.8132 val loss: 1.3949 Epoch 13/100 ---------- lr: 0.001 train loss: 1.7377 val loss: 1.0988 Epoch 14/100 ---------- lr: 0.001 train loss: 1.6080 val loss: 1.0101 Epoch 15/100 ---------- lr: 0.001 train loss: 1.5866 val loss: 1.0098 Epoch 16/100 ---------- lr: 0.001 train loss: 1.4493 val loss: 0.9757 Epoch 17/100 ---------- lr: 0.001 train loss: 1.8278 val loss: 0.9194 Epoch 18/100 ---------- lr: 0.001 train loss: 1.3617 val loss: 0.7436 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2484 val loss: 0.6709 Epoch 20/100 ---------- lr: 0.001 train loss: 1.2367 val loss: 0.6896 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2771 val loss: 0.8023 Epoch 22/100 ---------- lr: 0.001 train loss: 1.3709 val loss: 0.9266 Epoch 23/100 ---------- lr: 0.001 train loss: 1.3794 val loss: 0.7370 Epoch 24/100 ---------- lr: 0.001 train loss: 1.1575 val loss: 0.5828 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1222 val loss: 0.6348 Epoch 26/100 ---------- lr: 0.001 train loss: 1.2248 val loss: 0.5783 Epoch 27/100 ---------- lr: 0.001 train loss: 1.0520 val loss: 0.5111 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0169 val loss: 0.4923 Epoch 29/100 ---------- lr: 0.001 train loss: 0.9740 val loss: 0.5023 Epoch 30/100 ---------- lr: 0.001 train loss: 0.9860 val loss: 0.4857 Epoch 31/100 ---------- lr: 0.001 train loss: 1.0141 val loss: 0.4312 Epoch 32/100 ---------- lr: 0.001 train loss: 1.1502 val loss: 1.1486 Epoch 33/100 ---------- lr: 0.001 train loss: 1.1154 val loss: 0.4385 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9017 val loss: 0.4280 Epoch 35/100 ---------- lr: 0.001 train loss: 1.1679 val loss: 0.9453 Epoch 36/100 ---------- lr: 0.001 train loss: 1.1707 val loss: 0.4510 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8974 val loss: 0.3842 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8556 val loss: 0.3802 Epoch 39/100 ---------- lr: 0.001 train loss: 0.8483 val loss: 0.3441 Epoch 40/100 ---------- lr: 0.001 train loss: 0.8468 val loss: 0.3791 Epoch 41/100 ---------- lr: 0.001 train loss: 1.2249 val loss: 0.6326 Epoch 42/100 ---------- lr: 0.001 train loss: 0.9503 val loss: 0.4118 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8647 val loss: 0.3515 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8240 val loss: 0.3972 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8427 val loss: 0.3108 Epoch 46/100 ---------- lr: 0.001 train loss: 0.7906 val loss: 0.3058 Epoch 47/100 ---------- lr: 0.001 train loss: 0.7829 val loss: 0.3016 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7843 val loss: 0.3028 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8198 val loss: 0.3121 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7816 val loss: 0.4227 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8937 val loss: 0.4485 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7929 val loss: 0.2911 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7561 val loss: 0.3028 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7760 val loss: 0.3193 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7573 val loss: 0.4204 Epoch 56/100 ---------- lr: 0.001 train loss: 1.0634 val loss: 0.3067 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7543 val loss: 0.2632 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7303 val loss: 0.2546 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7200 val loss: 0.2414 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7101 val loss: 0.2450 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7232 val loss: 0.2500 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7235 val loss: 0.2491 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7673 val loss: 0.2574 Epoch 64/100 ---------- lr: 0.001 train loss: 0.8453 val loss: 0.3180 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7328 val loss: 0.2519 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6921 val loss: 0.2212 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6865 val loss: 0.2971 Epoch 68/100 ---------- lr: 0.001 train loss: 0.6877 val loss: 0.2171 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6797 val loss: 0.2153 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6978 val loss: 0.2672 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7271 val loss: 0.2612 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6963 val loss: 0.2356 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6733 val loss: 0.2161 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6802 val loss: 0.2273 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7055 val loss: 0.2096 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6780 val loss: 0.3902 Epoch 77/100 ---------- lr: 0.001 train loss: 0.8494 val loss: 0.2854 Epoch 78/100 ---------- lr: 0.001 train loss: 0.6938 val loss: 0.1979 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6828 val loss: 0.2695 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6670 val loss: 0.1851 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6493 val loss: 0.1966 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6479 val loss: 0.1951 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6555 val loss: 0.1960 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6663 val loss: 0.3254 Epoch 85/100 ---------- lr: 0.001 train loss: 0.8720 val loss: 0.2160 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6644 val loss: 0.1883 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6453 val loss: 0.1788 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6365 val loss: 0.1815 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6455 val loss: 0.1986 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6411 val loss: 0.1927 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7548 val loss: 0.4697 Epoch 92/100 ---------- lr: 0.001 train loss: 0.7195 val loss: 0.1862 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6476 val loss: 0.1966 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6322 val loss: 0.1780 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6263 val loss: 0.1856 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6329 val loss: 0.1951 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6317 val loss: 0.1889 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6293 val loss: 0.1835 Epoch 99/100 ---------- lr: 0.001 train loss: 0.7746 val loss: 0.4163 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6907 val loss: 0.1905 Training complete in 11m 35s Best val loss: 0.1780 at epoch 94 Val MSE at best epoch: 0.0755