Epoch 1/100 ---------- lr: 0.005 train loss: 11.5633 val loss: 3.7331 Epoch 2/100 ---------- lr: 0.005 train loss: 4.6411 val loss: 2.7436 Epoch 3/100 ---------- lr: 0.005 train loss: 4.0967 val loss: 2.8122 Epoch 4/100 ---------- lr: 0.005 train loss: 3.8332 val loss: 2.3452 Epoch 5/100 ---------- lr: 0.005 train loss: 3.6100 val loss: 2.0532 Epoch 6/100 ---------- lr: 0.005 train loss: 3.3681 val loss: 1.9511 Epoch 7/100 ---------- lr: 0.005 train loss: 3.2271 val loss: 1.9363 Epoch 8/100 ---------- lr: 0.005 train loss: 3.1009 val loss: 1.7814 Epoch 9/100 ---------- lr: 0.005 train loss: 3.0947 val loss: 1.7077 Epoch 10/100 ---------- lr: 0.005 train loss: 2.9335 val loss: 1.4797 Epoch 11/100 ---------- lr: 0.005 train loss: 2.8208 val loss: 1.4806 Epoch 12/100 ---------- lr: 0.005 train loss: 2.8204 val loss: 1.4881 Epoch 13/100 ---------- lr: 0.005 train loss: 2.7847 val loss: 1.4041 Epoch 14/100 ---------- lr: 0.005 train loss: 2.8327 val loss: 1.4480 Epoch 15/100 ---------- lr: 0.005 train loss: 2.7386 val loss: 1.4431 Epoch 16/100 ---------- lr: 0.005 train loss: 2.6045 val loss: 1.2707 Epoch 17/100 ---------- lr: 0.005 train loss: 2.5644 val loss: 1.2716 Epoch 18/100 ---------- lr: 0.005 train loss: 2.7208 val loss: 1.5765 Epoch 19/100 ---------- lr: 0.005 train loss: 2.6115 val loss: 1.2569 Epoch 20/100 ---------- lr: 0.005 train loss: 2.8807 val loss: 1.8728 Epoch 21/100 ---------- lr: 0.005 train loss: 2.6476 val loss: 1.1973 Epoch 22/100 ---------- lr: 0.005 train loss: 2.4797 val loss: 1.0645 Epoch 23/100 ---------- lr: 0.005 train loss: 2.4045 val loss: 1.0722 Epoch 24/100 ---------- lr: 0.005 train loss: 2.3655 val loss: 1.0062 Epoch 25/100 ---------- lr: 0.005 train loss: 2.3475 val loss: 1.1505 Epoch 26/100 ---------- lr: 0.005 train loss: 2.3189 val loss: 0.9111 Epoch 27/100 ---------- lr: 0.005 train loss: 2.3271 val loss: 1.2013 Epoch 28/100 ---------- lr: 0.005 train loss: 2.4133 val loss: 0.9585 Epoch 29/100 ---------- lr: 0.005 train loss: 2.2645 val loss: 0.9383 Epoch 30/100 ---------- lr: 0.005 train loss: 2.2036 val loss: 0.8834 Epoch 31/100 ---------- lr: 0.005 train loss: 2.3696 val loss: 1.0793 Epoch 32/100 ---------- lr: 0.005 train loss: 2.3843 val loss: 1.0947 Epoch 33/100 ---------- lr: 0.005 train loss: 2.3418 val loss: 0.9114 Epoch 34/100 ---------- lr: 0.005 train loss: 2.2114 val loss: 0.9074 Epoch 35/100 ---------- lr: 0.005 train loss: 2.2358 val loss: 0.9213 Epoch 36/100 ---------- lr: 0.005 train loss: 2.1966 val loss: 1.0458 Epoch 37/100 ---------- lr: 0.005 train loss: 2.3349 val loss: 0.9730 Epoch 38/100 ---------- lr: 0.005 train loss: 2.1840 val loss: 0.8742 Epoch 39/100 ---------- lr: 0.005 train loss: 2.1398 val loss: 0.7625 Epoch 40/100 ---------- lr: 0.005 train loss: 2.0813 val loss: 0.8833 Epoch 41/100 ---------- lr: 0.005 train loss: 2.2008 val loss: 0.8309 Epoch 42/100 ---------- lr: 0.005 train loss: 2.1033 val loss: 0.7775 Epoch 43/100 ---------- lr: 0.005 train loss: 2.6575 val loss: 0.9838 Epoch 44/100 ---------- lr: 0.005 train loss: 2.2433 val loss: 0.8332 Epoch 45/100 ---------- lr: 0.005 train loss: 2.1559 val loss: 0.7585 Epoch 46/100 ---------- lr: 0.005 train loss: 2.1236 val loss: 0.7271 Epoch 47/100 ---------- lr: 0.005 train loss: 2.0997 val loss: 0.7567 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0845 val loss: 0.7852 Epoch 49/100 ---------- lr: 0.005 train loss: 2.1572 val loss: 0.8067 Epoch 50/100 ---------- lr: 0.005 train loss: 2.0828 val loss: 0.8110 Epoch 51/100 ---------- lr: 0.005 train loss: 2.2042 val loss: 1.0252 Epoch 52/100 ---------- lr: 0.005 train loss: 2.2377 val loss: 0.7986 Epoch 53/100 ---------- lr: 0.005 train loss: 2.1044 val loss: 0.8295 Epoch 54/100 ---------- lr: 0.005 train loss: 2.0839 val loss: 0.7276 Epoch 55/100 ---------- lr: 0.005 train loss: 2.0450 val loss: 0.7519 Epoch 56/100 ---------- lr: 0.005 train loss: 2.0421 val loss: 0.6975 Epoch 57/100 ---------- lr: 0.005 train loss: 2.0967 val loss: 0.8384 Epoch 58/100 ---------- lr: 0.005 train loss: 2.0378 val loss: 0.7067 Epoch 59/100 ---------- lr: 0.005 train loss: 2.0205 val loss: 0.7099 Epoch 60/100 ---------- lr: 0.005 train loss: 2.0498 val loss: 0.7292 Epoch 61/100 ---------- lr: 0.005 train loss: 2.0025 val loss: 0.7340 Epoch 62/100 ---------- lr: 0.005 train loss: 2.0714 val loss: 0.8069 Epoch 63/100 ---------- lr: 0.005 train loss: 2.0404 val loss: 0.7546 Epoch 64/100 ---------- lr: 0.005 train loss: 1.9693 val loss: 0.6577 Epoch 65/100 ---------- lr: 0.005 train loss: 2.0770 val loss: 0.7768 Epoch 66/100 ---------- lr: 0.005 train loss: 2.0132 val loss: 0.6538 Epoch 67/100 ---------- lr: 0.005 train loss: 1.9730 val loss: 0.6474 Epoch 68/100 ---------- lr: 0.005 train loss: 1.9782 val loss: 0.7017 Epoch 69/100 ---------- lr: 0.005 train loss: 2.0671 val loss: 0.6602 Epoch 70/100 ---------- lr: 0.005 train loss: 1.9795 val loss: 0.6238 Epoch 71/100 ---------- lr: 0.005 train loss: 2.0409 val loss: 0.6944 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9589 val loss: 0.6698 Epoch 73/100 ---------- lr: 0.005 train loss: 1.9328 val loss: 0.6202 Epoch 74/100 ---------- lr: 0.005 train loss: 2.1000 val loss: 1.0536 Epoch 75/100 ---------- lr: 0.005 train loss: 2.1011 val loss: 0.6577 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9582 val loss: 0.5856 Epoch 77/100 ---------- lr: 0.005 train loss: 1.9362 val loss: 0.6547 Epoch 78/100 ---------- lr: 0.005 train loss: 1.9371 val loss: 0.6146 Epoch 79/100 ---------- lr: 0.005 train loss: 2.0422 val loss: 0.6176 Epoch 80/100 ---------- lr: 0.005 train loss: 1.9373 val loss: 0.6411 Epoch 81/100 ---------- lr: 0.005 train loss: 1.9296 val loss: 0.5710 Epoch 82/100 ---------- lr: 0.005 train loss: 2.0531 val loss: 0.8137 Epoch 83/100 ---------- lr: 0.005 train loss: 1.9542 val loss: 0.5889 Epoch 84/100 ---------- lr: 0.005 train loss: 1.9734 val loss: 0.7353 Epoch 85/100 ---------- lr: 0.005 train loss: 1.9862 val loss: 0.6222 Epoch 86/100 ---------- lr: 0.005 train loss: 1.9500 val loss: 0.6299 Epoch 87/100 ---------- lr: 0.005 train loss: 1.9868 val loss: 0.5959 Epoch 88/100 ---------- lr: 0.005 train loss: 1.9062 val loss: 0.6153 Epoch 89/100 ---------- lr: 0.005 train loss: 1.9072 val loss: 0.5760 Epoch 90/100 ---------- lr: 0.005 train loss: 1.9098 val loss: 0.6616 Epoch 91/100 ---------- lr: 0.005 train loss: 1.9168 val loss: 0.6769 Epoch 92/100 ---------- lr: 0.005 train loss: 1.9430 val loss: 0.7064 Epoch 93/100 ---------- lr: 0.005 train loss: 2.0569 val loss: 0.6296 Epoch 94/100 ---------- lr: 0.005 train loss: 1.9127 val loss: 0.6087 Epoch 95/100 ---------- lr: 0.005 train loss: 1.9151 val loss: 0.5817 Epoch 96/100 ---------- lr: 0.005 train loss: 1.9054 val loss: 0.6065 Epoch 97/100 ---------- lr: 0.005 train loss: 1.8889 val loss: 0.5981 Epoch 98/100 ---------- lr: 0.005 train loss: 1.8977 val loss: 0.5900 Epoch 99/100 ---------- lr: 0.005 train loss: 1.9271 val loss: 0.8724 Epoch 100/100 ---------- lr: 0.005 train loss: 1.9687 val loss: 0.6059 Training complete in 7m 6s Best val loss: 0.5710 at epoch 81 Val MSE at best epoch: 0.2296