Epoch 1/100 ---------- lr: 0.005 train loss: 29.5520 val loss: 5.1848 Epoch 2/100 ---------- lr: 0.005 train loss: 6.9681 val loss: 4.3407 Epoch 3/100 ---------- lr: 0.005 train loss: 5.6832 val loss: 3.4772 Epoch 4/100 ---------- lr: 0.005 train loss: 4.8661 val loss: 3.1327 Epoch 5/100 ---------- lr: 0.005 train loss: 4.6398 val loss: 2.6871 Epoch 6/100 ---------- lr: 0.005 train loss: 4.1032 val loss: 2.1853 Epoch 7/100 ---------- lr: 0.005 train loss: 4.1906 val loss: 3.0025 Epoch 8/100 ---------- lr: 0.005 train loss: 3.7584 val loss: 2.3862 Epoch 9/100 ---------- lr: 0.005 train loss: 3.9647 val loss: 2.0670 Epoch 10/100 ---------- lr: 0.005 train loss: 3.4436 val loss: 1.8295 Epoch 11/100 ---------- lr: 0.005 train loss: 3.3991 val loss: 1.7407 Epoch 12/100 ---------- lr: 0.005 train loss: 3.2888 val loss: 1.8491 Epoch 13/100 ---------- lr: 0.005 train loss: 3.2395 val loss: 1.7670 Epoch 14/100 ---------- lr: 0.005 train loss: 3.2242 val loss: 2.5271 Epoch 15/100 ---------- lr: 0.005 train loss: 3.2242 val loss: 1.8217 Epoch 16/100 ---------- lr: 0.005 train loss: 3.1110 val loss: 1.4923 Epoch 17/100 ---------- lr: 0.005 train loss: 2.9410 val loss: 1.3411 Epoch 18/100 ---------- lr: 0.005 train loss: 3.0886 val loss: 1.6209 Epoch 19/100 ---------- lr: 0.005 train loss: 3.1030 val loss: 1.3508 Epoch 20/100 ---------- lr: 0.005 train loss: 2.8237 val loss: 1.2850 Epoch 21/100 ---------- lr: 0.005 train loss: 2.8052 val loss: 1.2548 Epoch 22/100 ---------- lr: 0.005 train loss: 2.8836 val loss: 1.3296 Epoch 23/100 ---------- lr: 0.005 train loss: 2.7340 val loss: 1.2324 Epoch 24/100 ---------- lr: 0.005 train loss: 2.6185 val loss: 1.1419 Epoch 25/100 ---------- lr: 0.005 train loss: 2.5554 val loss: 1.2055 Epoch 26/100 ---------- lr: 0.005 train loss: 2.8848 val loss: 1.1060 Epoch 27/100 ---------- lr: 0.005 train loss: 2.9161 val loss: 2.2831 Epoch 28/100 ---------- lr: 0.005 train loss: 3.0981 val loss: 1.1182 Epoch 29/100 ---------- lr: 0.005 train loss: 2.7135 val loss: 1.0485 Epoch 30/100 ---------- lr: 0.005 train loss: 2.4912 val loss: 1.0338 Epoch 31/100 ---------- lr: 0.005 train loss: 2.5551 val loss: 1.0820 Epoch 32/100 ---------- lr: 0.005 train loss: 2.4464 val loss: 0.9286 Epoch 33/100 ---------- lr: 0.005 train loss: 2.4784 val loss: 1.0168 Epoch 34/100 ---------- lr: 0.005 train loss: 2.4059 val loss: 0.8439 Epoch 35/100 ---------- lr: 0.005 train loss: 2.4796 val loss: 0.8822 Epoch 36/100 ---------- lr: 0.005 train loss: 2.5078 val loss: 1.1715 Epoch 37/100 ---------- lr: 0.005 train loss: 2.8353 val loss: 1.7849 Epoch 38/100 ---------- lr: 0.005 train loss: 2.8537 val loss: 1.1454 Epoch 39/100 ---------- lr: 0.005 train loss: 2.4879 val loss: 0.8830 Epoch 40/100 ---------- lr: 0.005 train loss: 2.3736 val loss: 0.8274 Epoch 41/100 ---------- lr: 0.005 train loss: 2.3164 val loss: 0.8034 Epoch 42/100 ---------- lr: 0.005 train loss: 2.4407 val loss: 0.8165 Epoch 43/100 ---------- lr: 0.005 train loss: 2.3118 val loss: 0.8018 Epoch 44/100 ---------- lr: 0.005 train loss: 2.4580 val loss: 1.1197 Epoch 45/100 ---------- lr: 0.005 train loss: 2.3514 val loss: 0.7605 Epoch 46/100 ---------- lr: 0.005 train loss: 2.3190 val loss: 0.9039 Epoch 47/100 ---------- lr: 0.005 train loss: 2.3176 val loss: 0.8455 Epoch 48/100 ---------- lr: 0.005 train loss: 2.4020 val loss: 0.8214 Epoch 49/100 ---------- lr: 0.005 train loss: 2.2516 val loss: 0.7626 Epoch 50/100 ---------- lr: 0.005 train loss: 2.2883 val loss: 0.7439 Epoch 51/100 ---------- lr: 0.005 train loss: 2.2916 val loss: 0.7856 Epoch 52/100 ---------- lr: 0.005 train loss: 2.2811 val loss: 0.6924 Epoch 53/100 ---------- lr: 0.005 train loss: 2.1722 val loss: 0.6559 Epoch 54/100 ---------- lr: 0.005 train loss: 2.3173 val loss: 0.9021 Epoch 55/100 ---------- lr: 0.005 train loss: 2.2601 val loss: 0.6788 Epoch 56/100 ---------- lr: 0.005 train loss: 2.1965 val loss: 0.6930 Epoch 57/100 ---------- lr: 0.005 train loss: 2.1865 val loss: 0.6591 Epoch 58/100 ---------- lr: 0.005 train loss: 3.0217 val loss: 1.1374 Epoch 59/100 ---------- lr: 0.005 train loss: 2.3873 val loss: 0.8189 Epoch 60/100 ---------- lr: 0.005 train loss: 2.2173 val loss: 0.6829 Epoch 61/100 ---------- lr: 0.005 train loss: 2.1787 val loss: 0.7840 Epoch 62/100 ---------- lr: 0.005 train loss: 2.1768 val loss: 0.7128 Epoch 63/100 ---------- lr: 0.005 train loss: 2.1340 val loss: 0.6504 Epoch 64/100 ---------- lr: 0.005 train loss: 2.1149 val loss: 0.6001 Epoch 65/100 ---------- lr: 0.005 train loss: 2.2618 val loss: 0.9229 Epoch 66/100 ---------- lr: 0.005 train loss: 2.2463 val loss: 0.8647 Epoch 67/100 ---------- lr: 0.005 train loss: 2.2854 val loss: 0.7369 Epoch 68/100 ---------- lr: 0.005 train loss: 2.1761 val loss: 0.6353 Epoch 69/100 ---------- lr: 0.005 train loss: 2.1023 val loss: 0.6445 Epoch 70/100 ---------- lr: 0.005 train loss: 2.1938 val loss: 1.0333 Epoch 71/100 ---------- lr: 0.005 train loss: 2.2917 val loss: 0.7705 Epoch 72/100 ---------- lr: 0.005 train loss: 2.1999 val loss: 0.6686 Epoch 73/100 ---------- lr: 0.005 train loss: 2.2184 val loss: 0.8792 Epoch 74/100 ---------- lr: 0.005 train loss: 2.1819 val loss: 0.7248 Epoch 75/100 ---------- lr: 0.005 train loss: 2.1237 val loss: 0.7513 Epoch 76/100 ---------- lr: 0.005 train loss: 3.1502 val loss: 1.4072 Epoch 77/100 ---------- lr: 0.005 train loss: 2.7390 val loss: 1.0480 Epoch 78/100 ---------- lr: 0.005 train loss: 2.4739 val loss: 0.9591 Epoch 79/100 ---------- lr: 0.005 train loss: 2.3189 val loss: 0.8032 Epoch 80/100 ---------- lr: 0.005 train loss: 2.2048 val loss: 0.6895 Epoch 81/100 ---------- lr: 0.005 train loss: 2.1683 val loss: 0.6608 Epoch 82/100 ---------- lr: 0.005 train loss: 2.1557 val loss: 0.7012 Epoch 83/100 ---------- lr: 0.005 train loss: 2.2965 val loss: 0.7309 Epoch 84/100 ---------- lr: 0.005 train loss: 2.1622 val loss: 0.6610 Epoch 85/100 ---------- lr: 0.005 train loss: 2.1419 val loss: 0.7637 Epoch 86/100 ---------- lr: 0.0025 train loss: 2.0789 val loss: 0.5799 Epoch 87/100 ---------- lr: 0.0025 train loss: 2.0224 val loss: 0.5766 Epoch 88/100 ---------- lr: 0.0025 train loss: 2.0171 val loss: 0.5618 Epoch 89/100 ---------- lr: 0.0025 train loss: 2.0089 val loss: 0.5409 Epoch 90/100 ---------- lr: 0.0025 train loss: 2.0199 val loss: 0.5877 Epoch 91/100 ---------- lr: 0.0025 train loss: 2.0279 val loss: 0.5622 Epoch 92/100 ---------- lr: 0.0025 train loss: 2.0154 val loss: 0.5544 Epoch 93/100 ---------- lr: 0.0025 train loss: 2.0047 val loss: 0.6255 Epoch 94/100 ---------- lr: 0.0025 train loss: 1.9939 val loss: 0.5805 Epoch 95/100 ---------- lr: 0.0025 train loss: 1.9917 val loss: 0.5920 Epoch 96/100 ---------- lr: 0.0025 train loss: 2.0164 val loss: 0.6164 Epoch 97/100 ---------- lr: 0.0025 train loss: 1.9922 val loss: 0.5347 Epoch 98/100 ---------- lr: 0.0025 train loss: 1.9780 val loss: 0.5229 Epoch 99/100 ---------- lr: 0.0025 train loss: 1.9834 val loss: 0.5355 Epoch 100/100 ---------- lr: 0.0025 train loss: 2.0065 val loss: 0.5922 Training complete in 6m 53s Best val loss: 0.5229 at epoch 98 Val MSE at best epoch: 0.1862