Epoch 1/100 ---------- lr: 0.01 train loss: 12.1958 val loss: 4.4651 Epoch 2/100 ---------- lr: 0.01 train loss: 4.7388 val loss: 3.8745 Epoch 3/100 ---------- lr: 0.01 train loss: 4.0078 val loss: 3.4035 Epoch 4/100 ---------- lr: 0.01 train loss: 3.4785 val loss: 2.6089 Epoch 5/100 ---------- lr: 0.01 train loss: 3.6506 val loss: 2.5682 Epoch 6/100 ---------- lr: 0.01 train loss: 3.2595 val loss: 2.3721 Epoch 7/100 ---------- lr: 0.01 train loss: 2.5918 val loss: 1.7807 Epoch 8/100 ---------- lr: 0.01 train loss: 2.4583 val loss: 1.7026 Epoch 9/100 ---------- lr: 0.01 train loss: 2.2919 val loss: 1.6739 Epoch 10/100 ---------- lr: 0.01 train loss: 2.1972 val loss: 1.5848 Epoch 11/100 ---------- lr: 0.01 train loss: 2.9383 val loss: 1.7021 Epoch 12/100 ---------- lr: 0.01 train loss: 1.9841 val loss: 1.2695 Epoch 13/100 ---------- lr: 0.01 train loss: 1.8845 val loss: 1.2677 Epoch 14/100 ---------- lr: 0.01 train loss: 2.0215 val loss: 1.4550 Epoch 15/100 ---------- lr: 0.01 train loss: 1.8617 val loss: 1.1836 Epoch 16/100 ---------- lr: 0.01 train loss: 1.5804 val loss: 1.0373 Epoch 17/100 ---------- lr: 0.01 train loss: 1.5067 val loss: 1.0992 Epoch 18/100 ---------- lr: 0.01 train loss: 1.4907 val loss: 0.8945 Epoch 19/100 ---------- lr: 0.01 train loss: 1.9473 val loss: 2.5365 Epoch 20/100 ---------- lr: 0.01 train loss: 2.1254 val loss: 1.0866 Epoch 21/100 ---------- lr: 0.01 train loss: 1.4523 val loss: 0.9525 Epoch 22/100 ---------- lr: 0.01 train loss: 1.3801 val loss: 0.8375 Epoch 23/100 ---------- lr: 0.01 train loss: 1.2917 val loss: 0.8079 Epoch 24/100 ---------- lr: 0.01 train loss: 1.6824 val loss: 1.0790 Epoch 25/100 ---------- lr: 0.01 train loss: 1.4520 val loss: 0.9118 Epoch 26/100 ---------- lr: 0.01 train loss: 1.7196 val loss: 1.6405 Epoch 27/100 ---------- lr: 0.01 train loss: 1.8338 val loss: 1.1132 Epoch 28/100 ---------- lr: 0.01 train loss: 1.4171 val loss: 0.8208 Epoch 29/100 ---------- lr: 0.01 train loss: 1.3290 val loss: 0.7074 Epoch 30/100 ---------- lr: 0.01 train loss: 1.2009 val loss: 0.6793 Epoch 31/100 ---------- lr: 0.01 train loss: 1.2000 val loss: 0.7982 Epoch 32/100 ---------- lr: 0.01 train loss: 1.3818 val loss: 0.8985 Epoch 33/100 ---------- lr: 0.01 train loss: 1.3332 val loss: 0.7869 Epoch 34/100 ---------- lr: 0.01 train loss: 1.2285 val loss: 0.6856 Epoch 35/100 ---------- lr: 0.01 train loss: 1.2647 val loss: 0.9057 Epoch 36/100 ---------- lr: 0.01 train loss: 1.2349 val loss: 0.6767 Epoch 37/100 ---------- lr: 0.01 train loss: 1.1139 val loss: 0.5532 Epoch 38/100 ---------- lr: 0.01 train loss: 1.2527 val loss: 1.1385 Epoch 39/100 ---------- lr: 0.01 train loss: 4.0381 val loss: 6.7656 Epoch 40/100 ---------- lr: 0.01 train loss: 10.1164 val loss: 7.7590 Epoch 41/100 ---------- lr: 0.01 train loss: 9.1210 val loss: 9.4249 Epoch 42/100 ---------- lr: 0.01 train loss: 10.4102 val loss: 9.7463 Epoch 43/100 ---------- lr: 0.01 train loss: 9.6249 val loss: 8.8924 Epoch 44/100 ---------- lr: 0.01 train loss: 8.8969 val loss: 8.7099 Epoch 45/100 ---------- lr: 0.01 train loss: 8.5298 val loss: 7.2148 Epoch 46/100 ---------- lr: 0.01 train loss: 8.0192 val loss: 7.2644 Epoch 47/100 ---------- lr: 0.01 train loss: 8.7794 val loss: 7.7413 Epoch 48/100 ---------- lr: 0.01 train loss: 8.1095 val loss: 7.6037 Epoch 49/100 ---------- lr: 0.01 train loss: 9.1550 val loss: 10.4729 Epoch 50/100 ---------- lr: 0.01 train loss: 10.6357 val loss: 10.3896 Epoch 51/100 ---------- lr: 0.01 train loss: 11.9653 val loss: 10.7247 Epoch 52/100 ---------- lr: 0.01 train loss: 10.9932 val loss: 9.9376 Epoch 53/100 ---------- lr: 0.01 train loss: 10.7765 val loss: 10.1970 Epoch 54/100 ---------- lr: 0.01 train loss: 10.4830 val loss: 10.1761 Epoch 55/100 ---------- lr: 0.01 train loss: 10.0058 val loss: 8.8983 Epoch 56/100 ---------- lr: 0.01 train loss: 9.3843 val loss: 9.3783 Epoch 57/100 ---------- lr: 0.01 train loss: 9.8661 val loss: 9.0844 Epoch 58/100 ---------- lr: 0.01 train loss: 9.8336 val loss: 8.1768 Epoch 59/100 ---------- lr: 0.005 train loss: 8.8567 val loss: 7.9459 Epoch 60/100 ---------- lr: 0.005 train loss: 8.6569 val loss: 7.8715 Epoch 61/100 ---------- lr: 0.005 train loss: 8.5031 val loss: 7.4545 Epoch 62/100 ---------- lr: 0.005 train loss: 8.2362 val loss: 7.3957 Epoch 63/100 ---------- lr: 0.005 train loss: 8.2979 val loss: 7.4640 Epoch 64/100 ---------- lr: 0.005 train loss: 8.3045 val loss: 7.5332 Epoch 65/100 ---------- lr: 0.005 train loss: 8.3046 val loss: 7.3793 Epoch 66/100 ---------- lr: 0.005 train loss: 8.1747 val loss: 7.3132 Epoch 67/100 ---------- lr: 0.005 train loss: 8.1643 val loss: 7.4281 Epoch 68/100 ---------- lr: 0.005 train loss: 8.2830 val loss: 7.2101 Epoch 69/100 ---------- lr: 0.005 train loss: 8.2317 val loss: 7.2307 Epoch 70/100 ---------- lr: 0.005 train loss: 8.1605 val loss: 7.1467 Epoch 71/100 ---------- lr: 0.005 train loss: 8.1595 val loss: 7.0534 Epoch 72/100 ---------- lr: 0.005 train loss: 8.0621 val loss: 7.1485 Epoch 73/100 ---------- lr: 0.005 train loss: 8.0595 val loss: 7.1848 Epoch 74/100 ---------- lr: 0.005 train loss: 8.1780 val loss: 7.2293 Epoch 75/100 ---------- lr: 0.005 train loss: 8.6101 val loss: 7.8615 Epoch 76/100 ---------- lr: 0.005 train loss: 8.6096 val loss: 7.6587 Epoch 77/100 ---------- lr: 0.005 train loss: 8.5457 val loss: 7.8637 Epoch 78/100 ---------- lr: 0.005 train loss: 8.5171 val loss: 7.8534 Epoch 79/100 ---------- lr: 0.005 train loss: 8.6243 val loss: 7.7886 Epoch 80/100 ---------- lr: 0.0025 train loss: 8.3580 val loss: 7.5881 Epoch 81/100 ---------- lr: 0.0025 train loss: 8.2156 val loss: 7.6349 Epoch 82/100 ---------- lr: 0.0025 train loss: 8.0835 val loss: 7.5823 Epoch 83/100 ---------- lr: 0.0025 train loss: 7.9914 val loss: 7.3757 Epoch 84/100 ---------- lr: 0.0025 train loss: 7.9894 val loss: 7.3530 Epoch 85/100 ---------- lr: 0.0025 train loss: 7.9343 val loss: 7.1732 Epoch 86/100 ---------- lr: 0.0025 train loss: 7.8626 val loss: 7.0410 Epoch 87/100 ---------- lr: 0.0025 train loss: 7.7970 val loss: 7.1201 Epoch 88/100 ---------- lr: 0.0025 train loss: 7.7178 val loss: 7.1210 Epoch 89/100 ---------- lr: 0.0025 train loss: 7.7056 val loss: 6.9220 Epoch 90/100 ---------- lr: 0.0025 train loss: 7.7674 val loss: 7.0852 Epoch 91/100 ---------- lr: 0.0025 train loss: 7.6925 val loss: 6.9677 Epoch 92/100 ---------- lr: 0.0025 train loss: 7.6477 val loss: 7.1282 Epoch 93/100 ---------- lr: 0.0025 train loss: 7.6502 val loss: 6.9985 Epoch 94/100 ---------- lr: 0.0025 train loss: 7.6359 val loss: 7.0208 Epoch 95/100 ---------- lr: 0.0025 train loss: 7.6980 val loss: 6.9994 Epoch 96/100 ---------- lr: 0.0025 train loss: 7.6805 val loss: 7.0265 Epoch 97/100 ---------- lr: 0.0025 train loss: 7.6396 val loss: 7.1619 Epoch 98/100 ---------- lr: 0.0025 train loss: 7.7755 val loss: 7.0324 Epoch 99/100 ---------- lr: 0.0025 train loss: 7.7204 val loss: 6.9892 Epoch 100/100 ---------- lr: 0.0025 train loss: 7.7867 val loss: 6.9943 Training complete in 7m 38s Best val loss: 0.5532 at epoch 37 Val MSE at best epoch: 0.2038