Epoch 1/100 ---------- lr: 0.01 train loss: 10.1282 val loss: 4.2401 Epoch 2/100 ---------- lr: 0.01 train loss: 5.9740 val loss: 3.5614 Epoch 3/100 ---------- lr: 0.01 train loss: 3.9037 val loss: 2.6306 Epoch 4/100 ---------- lr: 0.01 train loss: 3.2007 val loss: 2.5189 Epoch 5/100 ---------- lr: 0.01 train loss: 2.8173 val loss: 2.1804 Epoch 6/100 ---------- lr: 0.01 train loss: 2.7525 val loss: 3.4933 Epoch 7/100 ---------- lr: 0.01 train loss: 3.0445 val loss: 2.3868 Epoch 8/100 ---------- lr: 0.01 train loss: 2.3813 val loss: 1.7733 Epoch 9/100 ---------- lr: 0.01 train loss: 2.3485 val loss: 1.6168 Epoch 10/100 ---------- lr: 0.01 train loss: 2.1335 val loss: 1.2553 Epoch 11/100 ---------- lr: 0.01 train loss: 1.9234 val loss: 1.1179 Epoch 12/100 ---------- lr: 0.01 train loss: 1.9139 val loss: 1.2412 Epoch 13/100 ---------- lr: 0.01 train loss: 1.8135 val loss: 1.2147 Epoch 14/100 ---------- lr: 0.01 train loss: 1.9578 val loss: 1.4567 Epoch 15/100 ---------- lr: 0.01 train loss: 2.1392 val loss: 1.1485 Epoch 16/100 ---------- lr: 0.01 train loss: 1.8570 val loss: 1.0000 Epoch 17/100 ---------- lr: 0.01 train loss: 1.7543 val loss: 1.0821 Epoch 18/100 ---------- lr: 0.01 train loss: 1.4909 val loss: 1.2224 Epoch 19/100 ---------- lr: 0.01 train loss: 1.7462 val loss: 0.9288 Epoch 20/100 ---------- lr: 0.01 train loss: 1.4701 val loss: 0.8678 Epoch 21/100 ---------- lr: 0.01 train loss: 1.4203 val loss: 0.8300 Epoch 22/100 ---------- lr: 0.01 train loss: 1.4735 val loss: 1.5106 Epoch 23/100 ---------- lr: 0.01 train loss: 2.2099 val loss: 2.3573 Epoch 24/100 ---------- lr: 0.01 train loss: 3.5713 val loss: 5.4506 Epoch 25/100 ---------- lr: 0.01 train loss: 8.3185 val loss: 6.3518 Epoch 26/100 ---------- lr: 0.01 train loss: 6.6726 val loss: 5.7543 Epoch 27/100 ---------- lr: 0.01 train loss: 8.3251 val loss: 6.6015 Epoch 28/100 ---------- lr: 0.01 train loss: 6.8467 val loss: 5.7345 Epoch 29/100 ---------- lr: 0.01 train loss: 6.6058 val loss: 6.2788 Epoch 30/100 ---------- lr: 0.01 train loss: 6.6723 val loss: 6.5842 Epoch 31/100 ---------- lr: 0.01 train loss: 6.6448 val loss: 5.5239 Epoch 32/100 ---------- lr: 0.01 train loss: 5.7889 val loss: 4.9583 Epoch 33/100 ---------- lr: 0.01 train loss: 5.2459 val loss: 4.0869 Epoch 34/100 ---------- lr: 0.01 train loss: 4.9421 val loss: 4.3089 Epoch 35/100 ---------- lr: 0.01 train loss: 4.6800 val loss: 4.1719 Epoch 36/100 ---------- lr: 0.01 train loss: 4.4295 val loss: 3.8131 Epoch 37/100 ---------- lr: 0.01 train loss: 4.3715 val loss: 3.7833 Epoch 38/100 ---------- lr: 0.01 train loss: 4.2530 val loss: 3.8678 Epoch 39/100 ---------- lr: 0.01 train loss: 4.4397 val loss: 3.3896 Epoch 40/100 ---------- lr: 0.01 train loss: 4.1786 val loss: 3.4669 Epoch 41/100 ---------- lr: 0.01 train loss: 4.0858 val loss: 3.1926 Epoch 42/100 ---------- lr: 0.01 train loss: 3.9740 val loss: 3.3553 Epoch 43/100 ---------- lr: 0.005 train loss: 3.4860 val loss: 2.7478 Epoch 44/100 ---------- lr: 0.005 train loss: 3.4206 val loss: 2.8170 Epoch 45/100 ---------- lr: 0.005 train loss: 3.7716 val loss: 3.0533 Epoch 46/100 ---------- lr: 0.005 train loss: 3.6152 val loss: 2.8107 Epoch 47/100 ---------- lr: 0.005 train loss: 3.4711 val loss: 2.9132 Epoch 48/100 ---------- lr: 0.005 train loss: 3.4246 val loss: 2.7676 Epoch 49/100 ---------- lr: 0.005 train loss: 3.3678 val loss: 2.5567 Epoch 50/100 ---------- lr: 0.005 train loss: 3.2438 val loss: 2.4689 Epoch 51/100 ---------- lr: 0.005 train loss: 3.1860 val loss: 2.7494 Epoch 52/100 ---------- lr: 0.005 train loss: 3.1513 val loss: 2.5031 Epoch 53/100 ---------- lr: 0.005 train loss: 3.0806 val loss: 2.5646 Epoch 54/100 ---------- lr: 0.005 train loss: 3.0874 val loss: 2.5839 Epoch 55/100 ---------- lr: 0.005 train loss: 3.0042 val loss: 2.3875 Epoch 56/100 ---------- lr: 0.005 train loss: 2.9414 val loss: 2.4496 Epoch 57/100 ---------- lr: 0.005 train loss: 2.9930 val loss: 2.3687 Epoch 58/100 ---------- lr: 0.005 train loss: 2.9002 val loss: 2.5288 Epoch 59/100 ---------- lr: 0.005 train loss: 2.9538 val loss: 2.4591 Epoch 60/100 ---------- lr: 0.005 train loss: 3.1943 val loss: 2.3831 Epoch 61/100 ---------- lr: 0.005 train loss: 3.0435 val loss: 2.4976 Epoch 62/100 ---------- lr: 0.005 train loss: 3.1141 val loss: 2.3096 Epoch 63/100 ---------- lr: 0.005 train loss: 3.1998 val loss: 2.5530 Epoch 64/100 ---------- lr: 0.0025 train loss: 2.9674 val loss: 2.1628 Epoch 65/100 ---------- lr: 0.0025 train loss: 2.9605 val loss: 2.3410 Epoch 66/100 ---------- lr: 0.0025 train loss: 2.9048 val loss: 2.4004 Epoch 67/100 ---------- lr: 0.0025 train loss: 2.8478 val loss: 2.2936 Epoch 68/100 ---------- lr: 0.0025 train loss: 2.8943 val loss: 2.2491 Epoch 69/100 ---------- lr: 0.0025 train loss: 2.8691 val loss: 2.3321 Epoch 70/100 ---------- lr: 0.0025 train loss: 2.8833 val loss: 2.2374 Epoch 71/100 ---------- lr: 0.0025 train loss: 2.9048 val loss: 2.4239 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.0192 val loss: 2.3196 Epoch 73/100 ---------- lr: 0.0025 train loss: 2.8923 val loss: 2.4776 Epoch 74/100 ---------- lr: 0.0025 train loss: 2.8794 val loss: 2.5735 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.0164 val loss: 2.3864 Epoch 76/100 ---------- lr: 0.0025 train loss: 2.8833 val loss: 2.2256 Epoch 77/100 ---------- lr: 0.0025 train loss: 2.7762 val loss: 2.2290 Epoch 78/100 ---------- lr: 0.0025 train loss: 2.7091 val loss: 2.1724 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.8534 val loss: 2.1846 Epoch 80/100 ---------- lr: 0.0025 train loss: 2.7793 val loss: 2.2863 Epoch 81/100 ---------- lr: 0.0025 train loss: 2.8621 val loss: 2.1979 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.7640 val loss: 2.1279 Epoch 83/100 ---------- lr: 0.0025 train loss: 2.7555 val loss: 2.1530 Epoch 84/100 ---------- lr: 0.0025 train loss: 2.6942 val loss: 2.0982 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.6061 val loss: 2.0147 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.6069 val loss: 2.0502 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.5412 val loss: 1.9497 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.4880 val loss: 1.9340 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.4985 val loss: 1.9136 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.4661 val loss: 1.9489 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.4527 val loss: 1.9228 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.4288 val loss: 1.8666 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.3632 val loss: 1.8422 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.3630 val loss: 1.8985 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.4048 val loss: 1.9491 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.3860 val loss: 1.9100 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.3738 val loss: 1.8742 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.3876 val loss: 1.8362 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.3473 val loss: 1.8336 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.3123 val loss: 1.8342 Training complete in 11m 38s Best val loss: 0.8300 at epoch 21 Val MSE at best epoch: 0.3440