Epoch 1/100 ---------- lr: 0.005 train loss: 16.7530 val loss: 4.4205 Epoch 2/100 ---------- lr: 0.005 train loss: 4.8736 val loss: 6.6430 Epoch 3/100 ---------- lr: 0.005 train loss: 4.3079 val loss: 2.9061 Epoch 4/100 ---------- lr: 0.005 train loss: 3.5201 val loss: 3.2476 Epoch 5/100 ---------- lr: 0.005 train loss: 4.2027 val loss: 2.8203 Epoch 6/100 ---------- lr: 0.005 train loss: 3.2748 val loss: 2.0772 Epoch 7/100 ---------- lr: 0.005 train loss: 2.9906 val loss: 2.2407 Epoch 8/100 ---------- lr: 0.005 train loss: 2.7594 val loss: 1.6396 Epoch 9/100 ---------- lr: 0.005 train loss: 2.4758 val loss: 1.5452 Epoch 10/100 ---------- lr: 0.005 train loss: 2.3117 val loss: 1.3190 Epoch 11/100 ---------- lr: 0.005 train loss: 2.3578 val loss: 1.3470 Epoch 12/100 ---------- lr: 0.005 train loss: 2.1484 val loss: 1.2563 Epoch 13/100 ---------- lr: 0.005 train loss: 2.1654 val loss: 1.4660 Epoch 14/100 ---------- lr: 0.005 train loss: 2.6132 val loss: 1.2007 Epoch 15/100 ---------- lr: 0.005 train loss: 1.9486 val loss: 1.0100 Epoch 16/100 ---------- lr: 0.005 train loss: 1.8271 val loss: 1.1091 Epoch 17/100 ---------- lr: 0.005 train loss: 1.8496 val loss: 0.9630 Epoch 18/100 ---------- lr: 0.005 train loss: 1.7540 val loss: 1.9175 Epoch 19/100 ---------- lr: 0.005 train loss: 2.0518 val loss: 0.8201 Epoch 20/100 ---------- lr: 0.005 train loss: 1.5521 val loss: 0.8749 Epoch 21/100 ---------- lr: 0.005 train loss: 1.5770 val loss: 0.6967 Epoch 22/100 ---------- lr: 0.005 train loss: 1.6158 val loss: 0.8013 Epoch 23/100 ---------- lr: 0.005 train loss: 1.5804 val loss: 0.8546 Epoch 24/100 ---------- lr: 0.005 train loss: 1.7112 val loss: 1.3921 Epoch 25/100 ---------- lr: 0.005 train loss: 1.7541 val loss: 0.6724 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3765 val loss: 0.5573 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3010 val loss: 0.5161 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4110 val loss: 0.5794 Epoch 29/100 ---------- lr: 0.005 train loss: 1.3554 val loss: 0.5617 Epoch 30/100 ---------- lr: 0.005 train loss: 1.6801 val loss: 0.9190 Epoch 31/100 ---------- lr: 0.005 train loss: 1.5636 val loss: 0.8807 Epoch 32/100 ---------- lr: 0.005 train loss: 1.3086 val loss: 0.5192 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2186 val loss: 0.4222 Epoch 34/100 ---------- lr: 0.005 train loss: 1.1949 val loss: 0.4446 Epoch 35/100 ---------- lr: 0.005 train loss: 1.5009 val loss: 0.9009 Epoch 36/100 ---------- lr: 0.005 train loss: 1.4931 val loss: 0.5273 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2319 val loss: 0.3979 Epoch 38/100 ---------- lr: 0.005 train loss: 1.2574 val loss: 0.4772 Epoch 39/100 ---------- lr: 0.005 train loss: 1.2098 val loss: 0.5026 Epoch 40/100 ---------- lr: 0.005 train loss: 1.1733 val loss: 0.4392 Epoch 41/100 ---------- lr: 0.005 train loss: 1.2030 val loss: 0.6109 Epoch 42/100 ---------- lr: 0.005 train loss: 1.4325 val loss: 0.8254 Epoch 43/100 ---------- lr: 0.005 train loss: 1.7274 val loss: 0.7788 Epoch 44/100 ---------- lr: 0.005 train loss: 1.3717 val loss: 0.5518 Epoch 45/100 ---------- lr: 0.005 train loss: 1.1974 val loss: 0.4013 Epoch 46/100 ---------- lr: 0.005 train loss: 1.1454 val loss: 0.3983 Epoch 47/100 ---------- lr: 0.005 train loss: 1.1391 val loss: 0.4050 Epoch 48/100 ---------- lr: 0.005 train loss: 1.1150 val loss: 0.4105 Epoch 49/100 ---------- lr: 0.005 train loss: 1.1470 val loss: 0.3530 Epoch 50/100 ---------- lr: 0.005 train loss: 1.1268 val loss: 0.4195 Epoch 51/100 ---------- lr: 0.005 train loss: 1.4917 val loss: 1.6929 Epoch 52/100 ---------- lr: 0.005 train loss: 1.8333 val loss: 0.6318 Epoch 53/100 ---------- lr: 0.005 train loss: 1.2848 val loss: 0.4507 Epoch 54/100 ---------- lr: 0.005 train loss: 1.1733 val loss: 0.4252 Epoch 55/100 ---------- lr: 0.005 train loss: 1.1885 val loss: 0.4226 Epoch 56/100 ---------- lr: 0.005 train loss: 1.5515 val loss: 2.4678 Epoch 57/100 ---------- lr: 0.005 train loss: 3.1435 val loss: 1.9896 Epoch 58/100 ---------- lr: 0.005 train loss: 3.2731 val loss: 2.2810 Epoch 59/100 ---------- lr: 0.005 train loss: 3.9425 val loss: 2.7374 Epoch 60/100 ---------- lr: 0.005 train loss: 3.4264 val loss: 2.2169 Epoch 61/100 ---------- lr: 0.005 train loss: 3.5679 val loss: 2.3571 Epoch 62/100 ---------- lr: 0.005 train loss: 3.3407 val loss: 2.0840 Epoch 63/100 ---------- lr: 0.005 train loss: 3.3445 val loss: 2.3282 Epoch 64/100 ---------- lr: 0.005 train loss: 3.0550 val loss: 2.0728 Epoch 65/100 ---------- lr: 0.005 train loss: 3.2761 val loss: 2.6922 Epoch 66/100 ---------- lr: 0.005 train loss: 3.3433 val loss: 2.1881 Epoch 67/100 ---------- lr: 0.005 train loss: 2.9778 val loss: 1.8732 Epoch 68/100 ---------- lr: 0.005 train loss: 2.9534 val loss: 2.0314 Epoch 69/100 ---------- lr: 0.005 train loss: 2.6415 val loss: 1.5852 Epoch 70/100 ---------- lr: 0.005 train loss: 2.5801 val loss: 1.5654 Epoch 71/100 ---------- lr: 0.0025 train loss: 2.3225 val loss: 1.4131 Epoch 72/100 ---------- lr: 0.0025 train loss: 2.2385 val loss: 1.3253 Epoch 73/100 ---------- lr: 0.0025 train loss: 2.2217 val loss: 1.3115 Epoch 74/100 ---------- lr: 0.0025 train loss: 2.1711 val loss: 1.3480 Epoch 75/100 ---------- lr: 0.0025 train loss: 2.1348 val loss: 1.2787 Epoch 76/100 ---------- lr: 0.0025 train loss: 2.1358 val loss: 1.3653 Epoch 77/100 ---------- lr: 0.0025 train loss: 2.1285 val loss: 1.2774 Epoch 78/100 ---------- lr: 0.0025 train loss: 2.0593 val loss: 1.2532 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.0415 val loss: 1.2508 Epoch 80/100 ---------- lr: 0.0025 train loss: 2.0634 val loss: 1.2628 Epoch 81/100 ---------- lr: 0.0025 train loss: 2.0111 val loss: 1.1434 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.1042 val loss: 1.3095 Epoch 83/100 ---------- lr: 0.0025 train loss: 2.1087 val loss: 1.2883 Epoch 84/100 ---------- lr: 0.0025 train loss: 2.1241 val loss: 1.2383 Epoch 85/100 ---------- lr: 0.0025 train loss: 2.0883 val loss: 1.2047 Epoch 86/100 ---------- lr: 0.0025 train loss: 2.0562 val loss: 1.1121 Epoch 87/100 ---------- lr: 0.0025 train loss: 2.0565 val loss: 1.1146 Epoch 88/100 ---------- lr: 0.0025 train loss: 2.0604 val loss: 1.4291 Epoch 89/100 ---------- lr: 0.0025 train loss: 2.0948 val loss: 1.1749 Epoch 90/100 ---------- lr: 0.0025 train loss: 1.9810 val loss: 1.1825 Epoch 91/100 ---------- lr: 0.0025 train loss: 1.9608 val loss: 1.1345 Epoch 92/100 ---------- lr: 0.00125 train loss: 1.8701 val loss: 1.0309 Epoch 93/100 ---------- lr: 0.00125 train loss: 1.8277 val loss: 0.9894 Epoch 94/100 ---------- lr: 0.00125 train loss: 1.7897 val loss: 0.9515 Epoch 95/100 ---------- lr: 0.00125 train loss: 1.7796 val loss: 0.9924 Epoch 96/100 ---------- lr: 0.00125 train loss: 1.7431 val loss: 0.9390 Epoch 97/100 ---------- lr: 0.00125 train loss: 1.7438 val loss: 0.9288 Epoch 98/100 ---------- lr: 0.00125 train loss: 1.7143 val loss: 0.9000 Epoch 99/100 ---------- lr: 0.00125 train loss: 1.7082 val loss: 0.9164 Epoch 100/100 ---------- lr: 0.00125 train loss: 1.6829 val loss: 0.9709 Training complete in 16m 19s Best val loss: 0.3530 at epoch 49 Val MSE at best epoch: 0.1458