Epoch 1/100 ---------- lr: 0.01 train loss: 10.8198 val loss: 3.8023 Epoch 2/100 ---------- lr: 0.01 train loss: 4.8056 val loss: 3.4117 Epoch 3/100 ---------- lr: 0.01 train loss: 4.1680 val loss: 2.7973 Epoch 4/100 ---------- lr: 0.01 train loss: 3.8254 val loss: 2.3440 Epoch 5/100 ---------- lr: 0.01 train loss: 3.6941 val loss: 2.2390 Epoch 6/100 ---------- lr: 0.01 train loss: 3.3015 val loss: 1.8315 Epoch 7/100 ---------- lr: 0.01 train loss: 3.3529 val loss: 1.7277 Epoch 8/100 ---------- lr: 0.01 train loss: 3.1975 val loss: 1.6299 Epoch 9/100 ---------- lr: 0.01 train loss: 3.0001 val loss: 1.4059 Epoch 10/100 ---------- lr: 0.01 train loss: 3.0336 val loss: 1.6080 Epoch 11/100 ---------- lr: 0.01 train loss: 2.8477 val loss: 1.4132 Epoch 12/100 ---------- lr: 0.01 train loss: 2.6929 val loss: 1.3550 Epoch 13/100 ---------- lr: 0.01 train loss: 2.6524 val loss: 1.2281 Epoch 14/100 ---------- lr: 0.01 train loss: 2.5571 val loss: 1.2069 Epoch 15/100 ---------- lr: 0.01 train loss: 2.6687 val loss: 1.2028 Epoch 16/100 ---------- lr: 0.01 train loss: 2.7347 val loss: 1.3692 Epoch 17/100 ---------- lr: 0.01 train loss: 2.5510 val loss: 1.0031 Epoch 18/100 ---------- lr: 0.01 train loss: 2.4197 val loss: 1.0242 Epoch 19/100 ---------- lr: 0.01 train loss: 2.4264 val loss: 1.1266 Epoch 20/100 ---------- lr: 0.01 train loss: 3.2614 val loss: 1.4957 Epoch 21/100 ---------- lr: 0.01 train loss: 2.7240 val loss: 1.2283 Epoch 22/100 ---------- lr: 0.01 train loss: 2.4599 val loss: 1.0012 Epoch 23/100 ---------- lr: 0.01 train loss: 2.3648 val loss: 0.9721 Epoch 24/100 ---------- lr: 0.01 train loss: 2.3680 val loss: 1.1376 Epoch 25/100 ---------- lr: 0.01 train loss: 2.3646 val loss: 0.9054 Epoch 26/100 ---------- lr: 0.01 train loss: 2.4016 val loss: 1.0862 Epoch 27/100 ---------- lr: 0.01 train loss: 2.5157 val loss: 1.1879 Epoch 28/100 ---------- lr: 0.01 train loss: 2.4967 val loss: 1.0668 Epoch 29/100 ---------- lr: 0.01 train loss: 2.4852 val loss: 1.1217 Epoch 30/100 ---------- lr: 0.01 train loss: 2.4828 val loss: 1.1273 Epoch 31/100 ---------- lr: 0.01 train loss: 2.3708 val loss: 0.8578 Epoch 32/100 ---------- lr: 0.01 train loss: 2.2254 val loss: 0.9183 Epoch 33/100 ---------- lr: 0.01 train loss: 2.2917 val loss: 0.9400 Epoch 34/100 ---------- lr: 0.01 train loss: 2.2442 val loss: 0.9270 Epoch 35/100 ---------- lr: 0.01 train loss: 2.3519 val loss: 1.0912 Epoch 36/100 ---------- lr: 0.01 train loss: 2.3683 val loss: 0.9803 Epoch 37/100 ---------- lr: 0.01 train loss: 2.2223 val loss: 0.9774 Epoch 38/100 ---------- lr: 0.01 train loss: 2.2777 val loss: 0.9696 Epoch 39/100 ---------- lr: 0.01 train loss: 2.2385 val loss: 0.9555 Epoch 40/100 ---------- lr: 0.01 train loss: 2.1846 val loss: 0.8865 Epoch 41/100 ---------- lr: 0.01 train loss: 2.1582 val loss: 1.0168 Epoch 42/100 ---------- lr: 0.01 train loss: 2.1959 val loss: 0.8827 Epoch 43/100 ---------- lr: 0.01 train loss: 2.1886 val loss: 0.8590 Epoch 44/100 ---------- lr: 0.01 train loss: 2.2364 val loss: 1.2344 Epoch 45/100 ---------- lr: 0.01 train loss: 3.4023 val loss: 2.0621 Epoch 46/100 ---------- lr: 0.01 train loss: 2.8690 val loss: 1.2477 Epoch 47/100 ---------- lr: 0.01 train loss: 2.4996 val loss: 1.1504 Epoch 48/100 ---------- lr: 0.01 train loss: 2.6659 val loss: 1.3098 Epoch 49/100 ---------- lr: 0.01 train loss: 2.7312 val loss: 1.5808 Epoch 50/100 ---------- lr: 0.01 train loss: 2.6809 val loss: 1.1276 Epoch 51/100 ---------- lr: 0.01 train loss: 2.5387 val loss: 1.6328 Epoch 52/100 ---------- lr: 0.01 train loss: 2.7765 val loss: 1.7672 Epoch 53/100 ---------- lr: 0.005 train loss: 2.5476 val loss: 1.1584 Epoch 54/100 ---------- lr: 0.005 train loss: 2.5977 val loss: 1.9100 Epoch 55/100 ---------- lr: 0.005 train loss: 2.8301 val loss: 1.6186 Epoch 56/100 ---------- lr: 0.005 train loss: 2.6090 val loss: 1.3285 Epoch 57/100 ---------- lr: 0.005 train loss: 2.5431 val loss: 1.8961 Epoch 58/100 ---------- lr: 0.005 train loss: 2.7269 val loss: 1.5575 Epoch 59/100 ---------- lr: 0.005 train loss: 2.5972 val loss: 1.3199 Epoch 60/100 ---------- lr: 0.005 train loss: 2.5053 val loss: 1.2391 Epoch 61/100 ---------- lr: 0.005 train loss: 2.5342 val loss: 1.6239 Epoch 62/100 ---------- lr: 0.005 train loss: 2.6514 val loss: 1.5051 Epoch 63/100 ---------- lr: 0.005 train loss: 2.5277 val loss: 1.3643 Epoch 64/100 ---------- lr: 0.005 train loss: 2.4692 val loss: 1.4108 Epoch 65/100 ---------- lr: 0.005 train loss: 2.4000 val loss: 1.2920 Epoch 66/100 ---------- lr: 0.005 train loss: 2.3564 val loss: 1.2324 Epoch 67/100 ---------- lr: 0.005 train loss: 2.4534 val loss: 1.4719 Epoch 68/100 ---------- lr: 0.005 train loss: 3.2309 val loss: 2.8202 Epoch 69/100 ---------- lr: 0.005 train loss: 3.9396 val loss: 2.6738 Epoch 70/100 ---------- lr: 0.005 train loss: 4.2738 val loss: 3.1687 Epoch 71/100 ---------- lr: 0.005 train loss: 4.3158 val loss: 2.9595 Epoch 72/100 ---------- lr: 0.005 train loss: 4.1880 val loss: 2.8568 Epoch 73/100 ---------- lr: 0.005 train loss: 4.2441 val loss: 3.2995 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.2834 val loss: 3.0562 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.2224 val loss: 2.9930 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.1843 val loss: 2.9689 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.1518 val loss: 2.9398 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.1249 val loss: 2.9723 Epoch 79/100 ---------- lr: 0.0025 train loss: 4.0868 val loss: 2.8281 Epoch 80/100 ---------- lr: 0.0025 train loss: 4.0404 val loss: 2.8147 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.9948 val loss: 2.7468 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.9820 val loss: 2.7055 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.9931 val loss: 2.7541 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.9543 val loss: 2.6840 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.9317 val loss: 2.7578 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.9894 val loss: 2.8217 Epoch 87/100 ---------- lr: 0.0025 train loss: 4.0535 val loss: 2.7985 Epoch 88/100 ---------- lr: 0.0025 train loss: 4.1522 val loss: 2.8292 Epoch 89/100 ---------- lr: 0.0025 train loss: 4.1713 val loss: 2.6603 Epoch 90/100 ---------- lr: 0.0025 train loss: 4.1141 val loss: 2.7504 Epoch 91/100 ---------- lr: 0.0025 train loss: 4.0923 val loss: 2.7300 Epoch 92/100 ---------- lr: 0.0025 train loss: 4.0846 val loss: 2.7267 Epoch 93/100 ---------- lr: 0.0025 train loss: 4.0451 val loss: 2.6292 Epoch 94/100 ---------- lr: 0.0025 train loss: 4.0176 val loss: 2.5861 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.9661 val loss: 2.5754 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.9594 val loss: 2.6067 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.9616 val loss: 2.5717 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.9271 val loss: 2.5626 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.9343 val loss: 2.5694 Epoch 100/100 ---------- lr: 0.00125 train loss: 3.9349 val loss: 2.5587 Training complete in 4m 35s Best val loss: 0.8578 at epoch 31 Val MSE at best epoch: 0.3456