Epoch 1/100 ---------- lr: 0.005 train loss: 9.3565 val loss: 4.0167 Epoch 2/100 ---------- lr: 0.005 train loss: 4.0580 val loss: 3.6220 Epoch 3/100 ---------- lr: 0.005 train loss: 3.4931 val loss: 2.8471 Epoch 4/100 ---------- lr: 0.005 train loss: 3.0400 val loss: 2.7009 Epoch 5/100 ---------- lr: 0.005 train loss: 2.5907 val loss: 2.5708 Epoch 6/100 ---------- lr: 0.005 train loss: 2.3989 val loss: 2.1377 Epoch 7/100 ---------- lr: 0.005 train loss: 2.1200 val loss: 1.9222 Epoch 8/100 ---------- lr: 0.005 train loss: 2.3188 val loss: 2.7460 Epoch 9/100 ---------- lr: 0.005 train loss: 2.3905 val loss: 1.4839 Epoch 10/100 ---------- lr: 0.005 train loss: 1.7311 val loss: 0.8963 Epoch 11/100 ---------- lr: 0.005 train loss: 1.3572 val loss: 0.9146 Epoch 12/100 ---------- lr: 0.005 train loss: 1.3901 val loss: 0.7514 Epoch 13/100 ---------- lr: 0.005 train loss: 1.3098 val loss: 1.0284 Epoch 14/100 ---------- lr: 0.005 train loss: 1.4141 val loss: 1.0923 Epoch 15/100 ---------- lr: 0.005 train loss: 1.3999 val loss: 1.1768 Epoch 16/100 ---------- lr: 0.005 train loss: 1.6287 val loss: 0.8183 Epoch 17/100 ---------- lr: 0.005 train loss: 1.2204 val loss: 0.7055 Epoch 18/100 ---------- lr: 0.005 train loss: 0.9751 val loss: 0.5393 Epoch 19/100 ---------- lr: 0.005 train loss: 0.9462 val loss: 0.5286 Epoch 20/100 ---------- lr: 0.005 train loss: 1.0229 val loss: 0.6465 Epoch 21/100 ---------- lr: 0.005 train loss: 1.3372 val loss: 1.0524 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1416 val loss: 0.5691 Epoch 23/100 ---------- lr: 0.005 train loss: 0.9162 val loss: 0.4234 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0835 val loss: 0.5769 Epoch 25/100 ---------- lr: 0.005 train loss: 0.9449 val loss: 0.5945 Epoch 26/100 ---------- lr: 0.005 train loss: 0.8585 val loss: 0.3271 Epoch 27/100 ---------- lr: 0.005 train loss: 1.0418 val loss: 1.3895 Epoch 28/100 ---------- lr: 0.005 train loss: 1.2128 val loss: 0.4484 Epoch 29/100 ---------- lr: 0.005 train loss: 0.8063 val loss: 0.3718 Epoch 30/100 ---------- lr: 0.005 train loss: 0.7517 val loss: 0.2766 Epoch 31/100 ---------- lr: 0.005 train loss: 0.7487 val loss: 0.3573 Epoch 32/100 ---------- lr: 0.005 train loss: 0.7276 val loss: 0.3379 Epoch 33/100 ---------- lr: 0.005 train loss: 0.7145 val loss: 0.3438 Epoch 34/100 ---------- lr: 0.005 train loss: 1.7725 val loss: 0.8046 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8771 val loss: 0.3458 Epoch 36/100 ---------- lr: 0.005 train loss: 0.7728 val loss: 0.3807 Epoch 37/100 ---------- lr: 0.005 train loss: 0.7151 val loss: 0.3231 Epoch 38/100 ---------- lr: 0.005 train loss: 0.6682 val loss: 0.2674 Epoch 39/100 ---------- lr: 0.005 train loss: 0.7860 val loss: 0.3928 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8622 val loss: 0.4380 Epoch 41/100 ---------- lr: 0.005 train loss: 0.7323 val loss: 0.3842 Epoch 42/100 ---------- lr: 0.005 train loss: 0.7106 val loss: 0.3332 Epoch 43/100 ---------- lr: 0.005 train loss: 0.6925 val loss: 0.2924 Epoch 44/100 ---------- lr: 0.005 train loss: 0.7024 val loss: 0.2615 Epoch 45/100 ---------- lr: 0.005 train loss: 0.7173 val loss: 0.4533 Epoch 46/100 ---------- lr: 0.005 train loss: 1.2881 val loss: 0.9990 Epoch 47/100 ---------- lr: 0.005 train loss: 6.8310 val loss: 9.0609 Epoch 48/100 ---------- lr: 0.005 train loss: 6.3505 val loss: 3.9728 Epoch 49/100 ---------- lr: 0.005 train loss: 4.4491 val loss: 3.7489 Epoch 50/100 ---------- lr: 0.005 train loss: 3.9245 val loss: 3.5853 Epoch 51/100 ---------- lr: 0.005 train loss: 4.4071 val loss: 4.2036 Epoch 52/100 ---------- lr: 0.005 train loss: 4.3298 val loss: 3.2815 Epoch 53/100 ---------- lr: 0.005 train loss: 3.5391 val loss: 2.9315 Epoch 54/100 ---------- lr: 0.005 train loss: 3.4558 val loss: 2.7087 Epoch 55/100 ---------- lr: 0.005 train loss: 3.1747 val loss: 2.6465 Epoch 56/100 ---------- lr: 0.005 train loss: 3.2523 val loss: 2.7728 Epoch 57/100 ---------- lr: 0.005 train loss: 3.3843 val loss: 2.8274 Epoch 58/100 ---------- lr: 0.005 train loss: 3.5020 val loss: 3.2935 Epoch 59/100 ---------- lr: 0.005 train loss: 4.1649 val loss: 4.2061 Epoch 60/100 ---------- lr: 0.005 train loss: 6.1534 val loss: 5.7985 Epoch 61/100 ---------- lr: 0.005 train loss: 6.2497 val loss: 4.7184 Epoch 62/100 ---------- lr: 0.005 train loss: 5.2701 val loss: 4.7126 Epoch 63/100 ---------- lr: 0.005 train loss: 5.0907 val loss: 4.0917 Epoch 64/100 ---------- lr: 0.005 train loss: 4.3119 val loss: 3.2629 Epoch 65/100 ---------- lr: 0.005 train loss: 4.0189 val loss: 3.1506 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.6031 val loss: 2.9462 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.4008 val loss: 2.6003 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.2981 val loss: 2.6992 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.1371 val loss: 2.4345 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.0960 val loss: 2.3543 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.1488 val loss: 2.5616 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.6048 val loss: 2.8913 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.4601 val loss: 2.6818 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.2293 val loss: 2.5102 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.2271 val loss: 2.6140 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.6840 val loss: 3.1313 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.8217 val loss: 2.9806 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.5874 val loss: 2.6328 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.3354 val loss: 2.4852 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.1368 val loss: 2.5690 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.0566 val loss: 2.3908 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.0087 val loss: 2.4058 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.1496 val loss: 2.3605 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.2389 val loss: 2.6107 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.4142 val loss: 2.6510 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.1807 val loss: 2.4910 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.9470 val loss: 2.1682 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.8092 val loss: 2.1911 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.7341 val loss: 2.0821 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.7372 val loss: 2.0532 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.6646 val loss: 2.0098 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.5743 val loss: 1.9560 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.5319 val loss: 1.9578 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.5305 val loss: 1.9234 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.5756 val loss: 1.9990 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.5285 val loss: 1.9244 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.4956 val loss: 1.8638 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.4882 val loss: 1.8806 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.4240 val loss: 1.8178 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.3985 val loss: 1.8706 Training complete in 13m 46s Best val loss: 0.2615 at epoch 44 Val MSE at best epoch: 0.1086