Epoch 1/100 ---------- lr: 0.001 train loss: 14.3951 val loss: 4.7367 Epoch 2/100 ---------- lr: 0.001 train loss: 4.5536 val loss: 3.8341 Epoch 3/100 ---------- lr: 0.001 train loss: 3.6316 val loss: 3.2537 Epoch 4/100 ---------- lr: 0.001 train loss: 3.2921 val loss: 2.7082 Epoch 5/100 ---------- lr: 0.001 train loss: 2.8942 val loss: 2.2841 Epoch 6/100 ---------- lr: 0.001 train loss: 2.5691 val loss: 1.9706 Epoch 7/100 ---------- lr: 0.001 train loss: 2.3877 val loss: 1.8777 Epoch 8/100 ---------- lr: 0.001 train loss: 2.1765 val loss: 1.6052 Epoch 9/100 ---------- lr: 0.001 train loss: 1.9443 val loss: 1.4941 Epoch 10/100 ---------- lr: 0.001 train loss: 1.9489 val loss: 1.6181 Epoch 11/100 ---------- lr: 0.001 train loss: 1.7279 val loss: 1.4940 Epoch 12/100 ---------- lr: 0.001 train loss: 1.6065 val loss: 1.2090 Epoch 13/100 ---------- lr: 0.001 train loss: 1.5840 val loss: 1.4585 Epoch 14/100 ---------- lr: 0.001 train loss: 1.5841 val loss: 1.2078 Epoch 15/100 ---------- lr: 0.001 train loss: 1.3689 val loss: 0.9146 Epoch 16/100 ---------- lr: 0.001 train loss: 1.2520 val loss: 0.7895 Epoch 17/100 ---------- lr: 0.001 train loss: 1.1863 val loss: 0.7524 Epoch 18/100 ---------- lr: 0.001 train loss: 1.1333 val loss: 0.7097 Epoch 19/100 ---------- lr: 0.001 train loss: 1.1889 val loss: 0.9870 Epoch 20/100 ---------- lr: 0.001 train loss: 1.2250 val loss: 0.9046 Epoch 21/100 ---------- lr: 0.001 train loss: 1.1246 val loss: 0.7405 Epoch 22/100 ---------- lr: 0.001 train loss: 1.0173 val loss: 0.5926 Epoch 23/100 ---------- lr: 0.001 train loss: 0.9538 val loss: 0.5682 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9743 val loss: 0.5689 Epoch 25/100 ---------- lr: 0.001 train loss: 0.9030 val loss: 0.6225 Epoch 26/100 ---------- lr: 0.001 train loss: 0.8719 val loss: 0.6054 Epoch 27/100 ---------- lr: 0.001 train loss: 0.9872 val loss: 0.7922 Epoch 28/100 ---------- lr: 0.001 train loss: 0.9911 val loss: 0.5138 Epoch 29/100 ---------- lr: 0.001 train loss: 0.8212 val loss: 0.4551 Epoch 30/100 ---------- lr: 0.001 train loss: 0.7960 val loss: 0.4555 Epoch 31/100 ---------- lr: 0.001 train loss: 0.7965 val loss: 0.5118 Epoch 32/100 ---------- lr: 0.001 train loss: 0.7973 val loss: 0.4790 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8128 val loss: 0.5375 Epoch 34/100 ---------- lr: 0.001 train loss: 0.7562 val loss: 0.4185 Epoch 35/100 ---------- lr: 0.001 train loss: 0.7341 val loss: 0.4328 Epoch 36/100 ---------- lr: 0.001 train loss: 0.7642 val loss: 0.3984 Epoch 37/100 ---------- lr: 0.001 train loss: 0.7405 val loss: 0.3666 Epoch 38/100 ---------- lr: 0.001 train loss: 0.7514 val loss: 0.3768 Epoch 39/100 ---------- lr: 0.001 train loss: 0.8546 val loss: 0.5010 Epoch 40/100 ---------- lr: 0.001 train loss: 0.7600 val loss: 0.4323 Epoch 41/100 ---------- lr: 0.001 train loss: 0.6959 val loss: 0.3404 Epoch 42/100 ---------- lr: 0.001 train loss: 0.6876 val loss: 0.3437 Epoch 43/100 ---------- lr: 0.001 train loss: 0.6656 val loss: 0.3445 Epoch 44/100 ---------- lr: 0.001 train loss: 0.6732 val loss: 0.3877 Epoch 45/100 ---------- lr: 0.001 train loss: 0.9474 val loss: 0.6452 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8564 val loss: 0.3779 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6934 val loss: 0.3363 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6996 val loss: 0.3503 Epoch 49/100 ---------- lr: 0.001 train loss: 0.6644 val loss: 0.3220 Epoch 50/100 ---------- lr: 0.001 train loss: 0.6458 val loss: 0.2944 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6325 val loss: 0.2729 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6473 val loss: 0.3259 Epoch 53/100 ---------- lr: 0.001 train loss: 0.6558 val loss: 0.3094 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6324 val loss: 0.2683 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6215 val loss: 0.2865 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6432 val loss: 0.3411 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6351 val loss: 0.2857 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6216 val loss: 0.2753 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6012 val loss: 0.2718 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5973 val loss: 0.2666 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6610 val loss: 0.3949 Epoch 62/100 ---------- lr: 0.001 train loss: 0.6770 val loss: 0.2960 Epoch 63/100 ---------- lr: 0.001 train loss: 0.6215 val loss: 0.2674 Epoch 64/100 ---------- lr: 0.001 train loss: 0.5738 val loss: 0.2432 Epoch 65/100 ---------- lr: 0.001 train loss: 0.6135 val loss: 0.2892 Epoch 66/100 ---------- lr: 0.001 train loss: 0.5752 val loss: 0.2536 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5742 val loss: 0.2981 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5823 val loss: 0.2621 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5770 val loss: 0.2593 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6323 val loss: 0.2805 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5970 val loss: 0.3814 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6274 val loss: 0.2315 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5530 val loss: 0.2236 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5541 val loss: 0.2200 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5638 val loss: 0.2485 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5575 val loss: 0.2147 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5675 val loss: 0.2560 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5654 val loss: 0.2631 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6479 val loss: 0.2547 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5558 val loss: 0.2117 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5368 val loss: 0.1961 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5395 val loss: 0.2179 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5600 val loss: 0.2429 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5710 val loss: 0.2160 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5408 val loss: 0.2102 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5386 val loss: 0.2136 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5721 val loss: 0.2106 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5538 val loss: 0.2395 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5334 val loss: 0.2148 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5356 val loss: 0.2135 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5240 val loss: 0.2040 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5383 val loss: 0.2412 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5731 val loss: 0.2211 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5223 val loss: 0.1898 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5153 val loss: 0.1859 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5150 val loss: 0.1803 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5279 val loss: 0.2331 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5381 val loss: 0.2071 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5450 val loss: 0.2344 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5720 val loss: 0.2771 Training complete in 10m 16s Best val loss: 0.1803 at epoch 96 Val MSE at best epoch: 0.0737