Epoch 1/100 ---------- lr: 0.005 train loss: 22.1409 val loss: 4.8219 Epoch 2/100 ---------- lr: 0.005 train loss: 6.3599 val loss: 3.8126 Epoch 3/100 ---------- lr: 0.005 train loss: 5.5319 val loss: 3.7405 Epoch 4/100 ---------- lr: 0.005 train loss: 4.8500 val loss: 2.7880 Epoch 5/100 ---------- lr: 0.005 train loss: 4.5260 val loss: 2.9696 Epoch 6/100 ---------- lr: 0.005 train loss: 4.2542 val loss: 2.7722 Epoch 7/100 ---------- lr: 0.005 train loss: 4.0156 val loss: 2.0677 Epoch 8/100 ---------- lr: 0.005 train loss: 3.8826 val loss: 1.9749 Epoch 9/100 ---------- lr: 0.005 train loss: 3.7421 val loss: 2.2138 Epoch 10/100 ---------- lr: 0.005 train loss: 3.6248 val loss: 1.6933 Epoch 11/100 ---------- lr: 0.005 train loss: 3.5600 val loss: 1.7355 Epoch 12/100 ---------- lr: 0.005 train loss: 3.2817 val loss: 1.6571 Epoch 13/100 ---------- lr: 0.005 train loss: 3.1280 val loss: 1.5254 Epoch 14/100 ---------- lr: 0.005 train loss: 3.7524 val loss: 2.1745 Epoch 15/100 ---------- lr: 0.005 train loss: 3.8369 val loss: 1.5442 Epoch 16/100 ---------- lr: 0.005 train loss: 3.1331 val loss: 1.4334 Epoch 17/100 ---------- lr: 0.005 train loss: 2.9944 val loss: 1.3829 Epoch 18/100 ---------- lr: 0.005 train loss: 2.8356 val loss: 1.3972 Epoch 19/100 ---------- lr: 0.005 train loss: 2.8624 val loss: 1.7812 Epoch 20/100 ---------- lr: 0.005 train loss: 2.9629 val loss: 1.4940 Epoch 21/100 ---------- lr: 0.005 train loss: 2.7870 val loss: 1.1377 Epoch 22/100 ---------- lr: 0.005 train loss: 2.6924 val loss: 1.3688 Epoch 23/100 ---------- lr: 0.005 train loss: 3.3317 val loss: 1.2780 Epoch 24/100 ---------- lr: 0.005 train loss: 2.6949 val loss: 0.9611 Epoch 25/100 ---------- lr: 0.005 train loss: 2.6151 val loss: 1.0128 Epoch 26/100 ---------- lr: 0.005 train loss: 2.5535 val loss: 1.0198 Epoch 27/100 ---------- lr: 0.005 train loss: 2.7061 val loss: 1.0880 Epoch 28/100 ---------- lr: 0.005 train loss: 2.4870 val loss: 0.8678 Epoch 29/100 ---------- lr: 0.005 train loss: 2.6760 val loss: 1.0386 Epoch 30/100 ---------- lr: 0.005 train loss: 3.0484 val loss: 2.4307 Epoch 31/100 ---------- lr: 0.005 train loss: 3.0070 val loss: 1.1059 Epoch 32/100 ---------- lr: 0.005 train loss: 2.5032 val loss: 0.8887 Epoch 33/100 ---------- lr: 0.005 train loss: 2.4020 val loss: 0.8952 Epoch 34/100 ---------- lr: 0.005 train loss: 2.3966 val loss: 0.8232 Epoch 35/100 ---------- lr: 0.005 train loss: 2.3571 val loss: 0.9621 Epoch 36/100 ---------- lr: 0.005 train loss: 2.3611 val loss: 0.7807 Epoch 37/100 ---------- lr: 0.005 train loss: 2.6246 val loss: 1.7722 Epoch 38/100 ---------- lr: 0.005 train loss: 2.9876 val loss: 1.0545 Epoch 39/100 ---------- lr: 0.005 train loss: 2.4797 val loss: 0.8242 Epoch 40/100 ---------- lr: 0.005 train loss: 2.3188 val loss: 0.7679 Epoch 41/100 ---------- lr: 0.005 train loss: 2.3268 val loss: 0.7667 Epoch 42/100 ---------- lr: 0.005 train loss: 2.2794 val loss: 0.7351 Epoch 43/100 ---------- lr: 0.005 train loss: 2.2505 val loss: 0.7680 Epoch 44/100 ---------- lr: 0.005 train loss: 2.2730 val loss: 0.7566 Epoch 45/100 ---------- lr: 0.005 train loss: 2.2744 val loss: 0.8108 Epoch 46/100 ---------- lr: 0.005 train loss: 2.3471 val loss: 0.8126 Epoch 47/100 ---------- lr: 0.005 train loss: 2.3551 val loss: 0.9580 Epoch 48/100 ---------- lr: 0.005 train loss: 2.4006 val loss: 1.2469 Epoch 49/100 ---------- lr: 0.005 train loss: 2.3965 val loss: 0.7743 Epoch 50/100 ---------- lr: 0.005 train loss: 2.2367 val loss: 0.7156 Epoch 51/100 ---------- lr: 0.005 train loss: 2.2133 val loss: 0.7655 Epoch 52/100 ---------- lr: 0.005 train loss: 2.1991 val loss: 0.7513 Epoch 53/100 ---------- lr: 0.005 train loss: 2.1695 val loss: 0.6601 Epoch 54/100 ---------- lr: 0.005 train loss: 2.1430 val loss: 0.7198 Epoch 55/100 ---------- lr: 0.005 train loss: 2.3077 val loss: 0.7702 Epoch 56/100 ---------- lr: 0.005 train loss: 2.3366 val loss: 1.1447 Epoch 57/100 ---------- lr: 0.005 train loss: 2.4480 val loss: 0.8527 Epoch 58/100 ---------- lr: 0.005 train loss: 2.1814 val loss: 0.6600 Epoch 59/100 ---------- lr: 0.005 train loss: 2.1161 val loss: 0.6145 Epoch 60/100 ---------- lr: 0.005 train loss: 2.1274 val loss: 0.6590 Epoch 61/100 ---------- lr: 0.005 train loss: 2.1559 val loss: 0.6957 Epoch 62/100 ---------- lr: 0.005 train loss: 2.1752 val loss: 0.7614 Epoch 63/100 ---------- lr: 0.005 train loss: 2.2235 val loss: 0.6839 Epoch 64/100 ---------- lr: 0.005 train loss: 2.2121 val loss: 0.6737 Epoch 65/100 ---------- lr: 0.005 train loss: 2.1354 val loss: 0.7996 Epoch 66/100 ---------- lr: 0.005 train loss: 2.5095 val loss: 1.0785 Epoch 67/100 ---------- lr: 0.005 train loss: 2.5577 val loss: 0.9517 Epoch 68/100 ---------- lr: 0.005 train loss: 2.2290 val loss: 0.7254 Epoch 69/100 ---------- lr: 0.005 train loss: 2.1351 val loss: 0.6437 Epoch 70/100 ---------- lr: 0.005 train loss: 2.1058 val loss: 0.6537 Epoch 71/100 ---------- lr: 0.005 train loss: 2.1116 val loss: 0.6260 Epoch 72/100 ---------- lr: 0.005 train loss: 2.1443 val loss: 0.7744 Epoch 73/100 ---------- lr: 0.005 train loss: 2.7248 val loss: 1.7041 Epoch 74/100 ---------- lr: 0.005 train loss: 3.6520 val loss: 1.6767 Epoch 75/100 ---------- lr: 0.005 train loss: 2.8666 val loss: 1.1820 Epoch 76/100 ---------- lr: 0.005 train loss: 2.5979 val loss: 1.0544 Epoch 77/100 ---------- lr: 0.005 train loss: 2.4263 val loss: 0.9337 Epoch 78/100 ---------- lr: 0.005 train loss: 2.3935 val loss: 1.0359 Epoch 79/100 ---------- lr: 0.005 train loss: 2.3545 val loss: 0.8401 Epoch 80/100 ---------- lr: 0.005 train loss: 2.3081 val loss: 0.9065 Epoch 81/100 ---------- lr: 0.0025 train loss: 2.2414 val loss: 0.8361 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.1913 val loss: 0.7563 Epoch 83/100 ---------- lr: 0.0025 train loss: 2.1498 val loss: 0.7289 Epoch 84/100 ---------- lr: 0.0025 train loss: 2.1327 val loss: 0.7139 Epoch 85/100 ---------- lr: 0.0025 train loss: 2.1080 val loss: 0.6542 Epoch 86/100 ---------- lr: 0.0025 train loss: 2.1107 val loss: 0.6696 Epoch 87/100 ---------- lr: 0.0025 train loss: 2.0867 val loss: 0.6122 Epoch 88/100 ---------- lr: 0.0025 train loss: 2.0788 val loss: 0.6457 Epoch 89/100 ---------- lr: 0.0025 train loss: 2.0655 val loss: 0.6097 Epoch 90/100 ---------- lr: 0.0025 train loss: 2.0595 val loss: 0.6118 Epoch 91/100 ---------- lr: 0.0025 train loss: 2.0476 val loss: 0.5929 Epoch 92/100 ---------- lr: 0.0025 train loss: 2.0418 val loss: 0.5915 Epoch 93/100 ---------- lr: 0.0025 train loss: 2.0281 val loss: 0.5939 Epoch 94/100 ---------- lr: 0.0025 train loss: 2.0122 val loss: 0.6058 Epoch 95/100 ---------- lr: 0.0025 train loss: 2.0377 val loss: 0.5989 Epoch 96/100 ---------- lr: 0.0025 train loss: 2.0199 val loss: 0.5768 Epoch 97/100 ---------- lr: 0.0025 train loss: 2.0006 val loss: 0.5691 Epoch 98/100 ---------- lr: 0.0025 train loss: 2.0357 val loss: 0.6642 Epoch 99/100 ---------- lr: 0.0025 train loss: 2.0261 val loss: 0.5534 Epoch 100/100 ---------- lr: 0.0025 train loss: 2.0102 val loss: 0.5826 Training complete in 20m 26s Best val loss: 0.5534 at epoch 99 Val MSE at best epoch: 0.1994