Epoch 1/100 ---------- lr: 0.001 train loss: 54.8567 val loss: 14.3890 Epoch 2/100 ---------- lr: 0.001 train loss: 10.5333 val loss: 5.4506 Epoch 3/100 ---------- lr: 0.001 train loss: 7.5542 val loss: 4.5220 Epoch 4/100 ---------- lr: 0.001 train loss: 6.6718 val loss: 4.0106 Epoch 5/100 ---------- lr: 0.001 train loss: 5.8946 val loss: 3.3990 Epoch 6/100 ---------- lr: 0.001 train loss: 5.4432 val loss: 3.1719 Epoch 7/100 ---------- lr: 0.001 train loss: 5.0225 val loss: 2.9921 Epoch 8/100 ---------- lr: 0.001 train loss: 4.7554 val loss: 2.9206 Epoch 9/100 ---------- lr: 0.001 train loss: 4.5184 val loss: 2.6005 Epoch 10/100 ---------- lr: 0.001 train loss: 4.3475 val loss: 2.6059 Epoch 11/100 ---------- lr: 0.001 train loss: 4.2209 val loss: 2.3918 Epoch 12/100 ---------- lr: 0.001 train loss: 4.1016 val loss: 2.3399 Epoch 13/100 ---------- lr: 0.001 train loss: 3.9166 val loss: 2.1061 Epoch 14/100 ---------- lr: 0.001 train loss: 3.8330 val loss: 2.0402 Epoch 15/100 ---------- lr: 0.001 train loss: 3.8211 val loss: 1.9473 Epoch 16/100 ---------- lr: 0.001 train loss: 3.6480 val loss: 1.8686 Epoch 17/100 ---------- lr: 0.001 train loss: 3.5660 val loss: 1.8868 Epoch 18/100 ---------- lr: 0.001 train loss: 3.4692 val loss: 1.7943 Epoch 19/100 ---------- lr: 0.001 train loss: 3.5304 val loss: 1.7444 Epoch 20/100 ---------- lr: 0.001 train loss: 3.4214 val loss: 1.6620 Epoch 21/100 ---------- lr: 0.001 train loss: 3.3105 val loss: 1.6830 Epoch 22/100 ---------- lr: 0.001 train loss: 3.5087 val loss: 1.6910 Epoch 23/100 ---------- lr: 0.001 train loss: 3.2732 val loss: 1.4654 Epoch 24/100 ---------- lr: 0.001 train loss: 3.1682 val loss: 1.4530 Epoch 25/100 ---------- lr: 0.001 train loss: 3.3735 val loss: 1.6869 Epoch 26/100 ---------- lr: 0.001 train loss: 3.1544 val loss: 1.4297 Epoch 27/100 ---------- lr: 0.001 train loss: 3.0625 val loss: 1.4055 Epoch 28/100 ---------- lr: 0.001 train loss: 3.0291 val loss: 1.3440 Epoch 29/100 ---------- lr: 0.001 train loss: 2.9910 val loss: 1.3703 Epoch 30/100 ---------- lr: 0.001 train loss: 2.9180 val loss: 1.2798 Epoch 31/100 ---------- lr: 0.001 train loss: 2.8583 val loss: 1.2879 Epoch 32/100 ---------- lr: 0.001 train loss: 2.9381 val loss: 1.2825 Epoch 33/100 ---------- lr: 0.001 train loss: 2.8400 val loss: 1.3103 Epoch 34/100 ---------- lr: 0.001 train loss: 2.8889 val loss: 1.3964 Epoch 35/100 ---------- lr: 0.001 train loss: 2.8083 val loss: 1.1975 Epoch 36/100 ---------- lr: 0.001 train loss: 2.7395 val loss: 1.1145 Epoch 37/100 ---------- lr: 0.001 train loss: 2.8073 val loss: 1.1113 Epoch 38/100 ---------- lr: 0.001 train loss: 2.6804 val loss: 1.1161 Epoch 39/100 ---------- lr: 0.001 train loss: 2.6588 val loss: 1.1476 Epoch 40/100 ---------- lr: 0.001 train loss: 2.6390 val loss: 1.0704 Epoch 41/100 ---------- lr: 0.001 train loss: 2.6910 val loss: 1.2258 Epoch 42/100 ---------- lr: 0.001 train loss: 2.5778 val loss: 1.0848 Epoch 43/100 ---------- lr: 0.001 train loss: 2.5876 val loss: 1.0555 Epoch 44/100 ---------- lr: 0.001 train loss: 2.5565 val loss: 0.9961 Epoch 45/100 ---------- lr: 0.001 train loss: 2.5659 val loss: 1.1270 Epoch 46/100 ---------- lr: 0.001 train loss: 2.5200 val loss: 1.0174 Epoch 47/100 ---------- lr: 0.001 train loss: 2.6394 val loss: 1.0612 Epoch 48/100 ---------- lr: 0.001 train loss: 2.5921 val loss: 1.0528 Epoch 49/100 ---------- lr: 0.001 train loss: 2.4986 val loss: 0.9738 Epoch 50/100 ---------- lr: 0.001 train loss: 2.4648 val loss: 0.9152 Epoch 51/100 ---------- lr: 0.001 train loss: 2.4349 val loss: 0.9032 Epoch 52/100 ---------- lr: 0.001 train loss: 2.5043 val loss: 0.8969 Epoch 53/100 ---------- lr: 0.001 train loss: 2.4117 val loss: 0.9100 Epoch 54/100 ---------- lr: 0.001 train loss: 2.4278 val loss: 0.8719 Epoch 55/100 ---------- lr: 0.001 train loss: 2.4933 val loss: 0.9439 Epoch 56/100 ---------- lr: 0.001 train loss: 2.3829 val loss: 0.8534 Epoch 57/100 ---------- lr: 0.001 train loss: 2.3690 val loss: 0.8611 Epoch 58/100 ---------- lr: 0.001 train loss: 2.3922 val loss: 0.8552 Epoch 59/100 ---------- lr: 0.001 train loss: 2.3469 val loss: 0.7975 Epoch 60/100 ---------- lr: 0.001 train loss: 2.3551 val loss: 0.9234 Epoch 61/100 ---------- lr: 0.001 train loss: 2.3307 val loss: 0.8219 Epoch 62/100 ---------- lr: 0.001 train loss: 2.3188 val loss: 0.8246 Epoch 63/100 ---------- lr: 0.001 train loss: 2.3194 val loss: 0.7824 Epoch 64/100 ---------- lr: 0.001 train loss: 2.3820 val loss: 0.7999 Epoch 65/100 ---------- lr: 0.001 train loss: 2.2883 val loss: 0.7816 Epoch 66/100 ---------- lr: 0.001 train loss: 2.2926 val loss: 0.8041 Epoch 67/100 ---------- lr: 0.001 train loss: 2.3352 val loss: 0.8399 Epoch 68/100 ---------- lr: 0.001 train loss: 2.2741 val loss: 0.8304 Epoch 69/100 ---------- lr: 0.001 train loss: 2.2938 val loss: 0.8306 Epoch 70/100 ---------- lr: 0.001 train loss: 2.3062 val loss: 1.0797 Epoch 71/100 ---------- lr: 0.001 train loss: 2.3649 val loss: 0.7781 Epoch 72/100 ---------- lr: 0.001 train loss: 2.2518 val loss: 0.7470 Epoch 73/100 ---------- lr: 0.001 train loss: 2.2382 val loss: 0.7333 Epoch 74/100 ---------- lr: 0.001 train loss: 2.2236 val loss: 0.7223 Epoch 75/100 ---------- lr: 0.001 train loss: 2.2189 val loss: 0.7089 Epoch 76/100 ---------- lr: 0.001 train loss: 2.2903 val loss: 0.7944 Epoch 77/100 ---------- lr: 0.001 train loss: 2.3655 val loss: 0.7249 Epoch 78/100 ---------- lr: 0.001 train loss: 2.2163 val loss: 0.7037 Epoch 79/100 ---------- lr: 0.001 train loss: 2.1869 val loss: 0.7531 Epoch 80/100 ---------- lr: 0.001 train loss: 2.2202 val loss: 0.9629 Epoch 81/100 ---------- lr: 0.001 train loss: 2.2890 val loss: 0.6984 Epoch 82/100 ---------- lr: 0.001 train loss: 2.1874 val loss: 0.6747 Epoch 83/100 ---------- lr: 0.001 train loss: 2.1955 val loss: 0.6913 Epoch 84/100 ---------- lr: 0.001 train loss: 2.1626 val loss: 0.6976 Epoch 85/100 ---------- lr: 0.001 train loss: 2.2240 val loss: 0.8116 Epoch 86/100 ---------- lr: 0.001 train loss: 2.2439 val loss: 0.6661 Epoch 87/100 ---------- lr: 0.001 train loss: 2.1766 val loss: 0.6629 Epoch 88/100 ---------- lr: 0.001 train loss: 2.1619 val loss: 0.7115 Epoch 89/100 ---------- lr: 0.001 train loss: 2.1593 val loss: 0.6726 Epoch 90/100 ---------- lr: 0.001 train loss: 2.2004 val loss: 0.8478 Epoch 91/100 ---------- lr: 0.001 train loss: 2.2722 val loss: 0.8655 Epoch 92/100 ---------- lr: 0.001 train loss: 2.2990 val loss: 0.7775 Epoch 93/100 ---------- lr: 0.001 train loss: 2.1714 val loss: 0.7065 Epoch 94/100 ---------- lr: 0.001 train loss: 2.1388 val loss: 0.7390 Epoch 95/100 ---------- lr: 0.001 train loss: 2.1503 val loss: 0.6481 Epoch 96/100 ---------- lr: 0.001 train loss: 2.1350 val loss: 0.6230 Epoch 97/100 ---------- lr: 0.001 train loss: 2.1384 val loss: 0.6723 Epoch 98/100 ---------- lr: 0.001 train loss: 2.1661 val loss: 0.6144 Epoch 99/100 ---------- lr: 0.001 train loss: 2.1537 val loss: 0.6823 Epoch 100/100 ---------- lr: 0.001 train loss: 2.1548 val loss: 0.6170 Training complete in 9m 1s Best val loss: 0.6144 at epoch 98 Val MSE at best epoch: 0.2139