Epoch 1/100 ---------- lr: 0.01 train loss: 17.9612 val loss: 5.4216 Epoch 2/100 ---------- lr: 0.01 train loss: 5.3831 val loss: 3.9078 Epoch 3/100 ---------- lr: 0.01 train loss: 4.5431 val loss: 3.3052 Epoch 4/100 ---------- lr: 0.01 train loss: 3.8887 val loss: 3.0020 Epoch 5/100 ---------- lr: 0.01 train loss: 3.5687 val loss: 2.6610 Epoch 6/100 ---------- lr: 0.01 train loss: 3.4354 val loss: 3.0508 Epoch 7/100 ---------- lr: 0.01 train loss: 3.0736 val loss: 2.0095 Epoch 8/100 ---------- lr: 0.01 train loss: 2.8999 val loss: 2.0076 Epoch 9/100 ---------- lr: 0.01 train loss: 2.6639 val loss: 1.9850 Epoch 10/100 ---------- lr: 0.01 train loss: 2.4200 val loss: 1.7846 Epoch 11/100 ---------- lr: 0.01 train loss: 2.4943 val loss: 5.3031 Epoch 12/100 ---------- lr: 0.01 train loss: 2.6857 val loss: 1.6238 Epoch 13/100 ---------- lr: 0.01 train loss: 2.0655 val loss: 1.5070 Epoch 14/100 ---------- lr: 0.01 train loss: 1.9523 val loss: 1.2876 Epoch 15/100 ---------- lr: 0.01 train loss: 1.8712 val loss: 1.1483 Epoch 16/100 ---------- lr: 0.01 train loss: 1.7605 val loss: 1.1478 Epoch 17/100 ---------- lr: 0.01 train loss: 1.9650 val loss: 1.1822 Epoch 18/100 ---------- lr: 0.01 train loss: 1.7256 val loss: 1.4666 Epoch 19/100 ---------- lr: 0.01 train loss: 2.7541 val loss: 1.4987 Epoch 20/100 ---------- lr: 0.01 train loss: 1.8709 val loss: 1.0858 Epoch 21/100 ---------- lr: 0.01 train loss: 1.7029 val loss: 1.0438 Epoch 22/100 ---------- lr: 0.01 train loss: 1.5507 val loss: 0.8553 Epoch 23/100 ---------- lr: 0.01 train loss: 1.5487 val loss: 0.8966 Epoch 24/100 ---------- lr: 0.01 train loss: 1.4233 val loss: 1.0054 Epoch 25/100 ---------- lr: 0.01 train loss: 1.4553 val loss: 0.7183 Epoch 26/100 ---------- lr: 0.01 train loss: 1.5062 val loss: 1.0196 Epoch 27/100 ---------- lr: 0.01 train loss: 1.3947 val loss: 0.7542 Epoch 28/100 ---------- lr: 0.01 train loss: 1.6885 val loss: 1.1573 Epoch 29/100 ---------- lr: 0.01 train loss: 1.9541 val loss: 0.8827 Epoch 30/100 ---------- lr: 0.01 train loss: 1.4239 val loss: 0.7725 Epoch 31/100 ---------- lr: 0.01 train loss: 1.2988 val loss: 0.7856 Epoch 32/100 ---------- lr: 0.01 train loss: 1.5988 val loss: 0.8454 Epoch 33/100 ---------- lr: 0.01 train loss: 1.3763 val loss: 0.7500 Epoch 34/100 ---------- lr: 0.01 train loss: 1.3818 val loss: 0.7457 Epoch 35/100 ---------- lr: 0.01 train loss: 1.2782 val loss: 0.6250 Epoch 36/100 ---------- lr: 0.01 train loss: 1.2117 val loss: 0.6300 Epoch 37/100 ---------- lr: 0.01 train loss: 1.4330 val loss: 0.8264 Epoch 38/100 ---------- lr: 0.01 train loss: 1.2797 val loss: 0.7069 Epoch 39/100 ---------- lr: 0.01 train loss: 1.1443 val loss: 0.5930 Epoch 40/100 ---------- lr: 0.01 train loss: 1.1304 val loss: 0.7220 Epoch 41/100 ---------- lr: 0.01 train loss: 1.1446 val loss: 0.6358 Epoch 42/100 ---------- lr: 0.01 train loss: 1.2446 val loss: 1.5205 Epoch 43/100 ---------- lr: 0.01 train loss: 1.7758 val loss: 1.0872 Epoch 44/100 ---------- lr: 0.01 train loss: 1.8958 val loss: 1.1032 Epoch 45/100 ---------- lr: 0.01 train loss: 1.3850 val loss: 0.9205 Epoch 46/100 ---------- lr: 0.01 train loss: 1.6100 val loss: 3.0163 Epoch 47/100 ---------- lr: 0.01 train loss: 2.5665 val loss: 1.8187 Epoch 48/100 ---------- lr: 0.01 train loss: 3.7456 val loss: 3.6782 Epoch 49/100 ---------- lr: 0.01 train loss: 3.8375 val loss: 2.9177 Epoch 50/100 ---------- lr: 0.01 train loss: 3.2436 val loss: 3.0783 Epoch 51/100 ---------- lr: 0.01 train loss: 4.5382 val loss: 8.3984 Epoch 52/100 ---------- lr: 0.01 train loss: 7.0492 val loss: 5.0622 Epoch 53/100 ---------- lr: 0.01 train loss: 6.4884 val loss: 6.1776 Epoch 54/100 ---------- lr: 0.01 train loss: 6.8984 val loss: 5.8968 Epoch 55/100 ---------- lr: 0.01 train loss: 7.6710 val loss: 7.6020 Epoch 56/100 ---------- lr: 0.01 train loss: 10.4098 val loss: 9.7557 Epoch 57/100 ---------- lr: 0.01 train loss: 10.5100 val loss: 11.0660 Epoch 58/100 ---------- lr: 0.01 train loss: 10.4832 val loss: 8.5446 Epoch 59/100 ---------- lr: 0.01 train loss: 9.9905 val loss: 8.9428 Epoch 60/100 ---------- lr: 0.01 train loss: 9.1442 val loss: 7.7395 Epoch 61/100 ---------- lr: 0.005 train loss: 8.2064 val loss: 7.3028 Epoch 62/100 ---------- lr: 0.005 train loss: 7.8503 val loss: 7.2001 Epoch 63/100 ---------- lr: 0.005 train loss: 7.6779 val loss: 7.0049 Epoch 64/100 ---------- lr: 0.005 train loss: 7.4478 val loss: 6.5552 Epoch 65/100 ---------- lr: 0.005 train loss: 7.2716 val loss: 6.6857 Epoch 66/100 ---------- lr: 0.005 train loss: 7.8164 val loss: 6.9780 Epoch 67/100 ---------- lr: 0.005 train loss: 7.3799 val loss: 6.5661 Epoch 68/100 ---------- lr: 0.005 train loss: 7.2525 val loss: 6.6023 Epoch 69/100 ---------- lr: 0.005 train loss: 7.3348 val loss: 6.5901 Epoch 70/100 ---------- lr: 0.005 train loss: 7.1307 val loss: 6.5745 Epoch 71/100 ---------- lr: 0.005 train loss: 7.0065 val loss: 6.4168 Epoch 72/100 ---------- lr: 0.005 train loss: 6.9332 val loss: 6.2926 Epoch 73/100 ---------- lr: 0.005 train loss: 6.8527 val loss: 6.1826 Epoch 74/100 ---------- lr: 0.005 train loss: 6.6799 val loss: 6.0165 Epoch 75/100 ---------- lr: 0.005 train loss: 6.5451 val loss: 5.7655 Epoch 76/100 ---------- lr: 0.005 train loss: 6.4150 val loss: 5.6946 Epoch 77/100 ---------- lr: 0.005 train loss: 6.3435 val loss: 5.9894 Epoch 78/100 ---------- lr: 0.005 train loss: 6.6740 val loss: 6.1432 Epoch 79/100 ---------- lr: 0.005 train loss: 6.9270 val loss: 6.5719 Epoch 80/100 ---------- lr: 0.005 train loss: 7.1482 val loss: 6.2364 Epoch 81/100 ---------- lr: 0.005 train loss: 6.8814 val loss: 5.9021 Epoch 82/100 ---------- lr: 0.0025 train loss: 6.5050 val loss: 5.7651 Epoch 83/100 ---------- lr: 0.0025 train loss: 6.4359 val loss: 5.8732 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.4065 val loss: 5.8595 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.3771 val loss: 5.7079 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.3113 val loss: 5.7103 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.3710 val loss: 5.6504 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.2494 val loss: 5.5447 Epoch 89/100 ---------- lr: 0.0025 train loss: 6.2295 val loss: 5.3420 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.3295 val loss: 5.8589 Epoch 91/100 ---------- lr: 0.0025 train loss: 6.5306 val loss: 5.6929 Epoch 92/100 ---------- lr: 0.0025 train loss: 6.4046 val loss: 5.7349 Epoch 93/100 ---------- lr: 0.0025 train loss: 6.3384 val loss: 5.5290 Epoch 94/100 ---------- lr: 0.0025 train loss: 6.2847 val loss: 5.4291 Epoch 95/100 ---------- lr: 0.0025 train loss: 6.2394 val loss: 5.4858 Epoch 96/100 ---------- lr: 0.0025 train loss: 6.2005 val loss: 5.4444 Epoch 97/100 ---------- lr: 0.0025 train loss: 6.1459 val loss: 5.4357 Epoch 98/100 ---------- lr: 0.0025 train loss: 6.0773 val loss: 5.3771 Epoch 99/100 ---------- lr: 0.0025 train loss: 6.0093 val loss: 5.3682 Epoch 100/100 ---------- lr: 0.0025 train loss: 5.9736 val loss: 5.3832 Training complete in 8m 6s Best val loss: 0.5930 at epoch 39 Val MSE at best epoch: 0.2115