Epoch 1/100 ---------- lr: 0.01 train loss: 21.6898 val loss: 5.8930 Epoch 2/100 ---------- lr: 0.01 train loss: 6.6023 val loss: 4.2800 Epoch 3/100 ---------- lr: 0.01 train loss: 5.0241 val loss: 4.0320 Epoch 4/100 ---------- lr: 0.01 train loss: 4.4831 val loss: 2.8622 Epoch 5/100 ---------- lr: 0.01 train loss: 4.0150 val loss: 2.5003 Epoch 6/100 ---------- lr: 0.01 train loss: 3.5466 val loss: 3.5201 Epoch 7/100 ---------- lr: 0.01 train loss: 3.4580 val loss: 2.5411 Epoch 8/100 ---------- lr: 0.01 train loss: 3.2267 val loss: 2.3778 Epoch 9/100 ---------- lr: 0.01 train loss: 3.1042 val loss: 2.8925 Epoch 10/100 ---------- lr: 0.01 train loss: 2.9351 val loss: 2.9862 Epoch 11/100 ---------- lr: 0.01 train loss: 2.8431 val loss: 1.8028 Epoch 12/100 ---------- lr: 0.01 train loss: 2.8709 val loss: 1.7098 Epoch 13/100 ---------- lr: 0.01 train loss: 2.4120 val loss: 1.4540 Epoch 14/100 ---------- lr: 0.01 train loss: 2.5017 val loss: 1.5844 Epoch 15/100 ---------- lr: 0.01 train loss: 2.2769 val loss: 1.4929 Epoch 16/100 ---------- lr: 0.01 train loss: 2.1585 val loss: 1.2744 Epoch 17/100 ---------- lr: 0.01 train loss: 2.2383 val loss: 1.1946 Epoch 18/100 ---------- lr: 0.01 train loss: 2.2804 val loss: 1.2335 Epoch 19/100 ---------- lr: 0.01 train loss: 1.9597 val loss: 1.3242 Epoch 20/100 ---------- lr: 0.01 train loss: 2.4677 val loss: 1.1924 Epoch 21/100 ---------- lr: 0.01 train loss: 2.4569 val loss: 3.0561 Epoch 22/100 ---------- lr: 0.01 train loss: 3.0337 val loss: 1.3996 Epoch 23/100 ---------- lr: 0.01 train loss: 2.6316 val loss: 2.4397 Epoch 24/100 ---------- lr: 0.01 train loss: 2.7944 val loss: 2.1883 Epoch 25/100 ---------- lr: 0.01 train loss: 3.5269 val loss: 3.5693 Epoch 26/100 ---------- lr: 0.01 train loss: 11.3552 val loss: 11.6132 Epoch 27/100 ---------- lr: 0.01 train loss: 13.7244 val loss: 9.8862 Epoch 28/100 ---------- lr: 0.01 train loss: 11.2809 val loss: 8.4112 Epoch 29/100 ---------- lr: 0.01 train loss: 9.7655 val loss: 7.7823 Epoch 30/100 ---------- lr: 0.01 train loss: 9.7111 val loss: 7.9206 Epoch 31/100 ---------- lr: 0.01 train loss: 8.6339 val loss: 6.7927 Epoch 32/100 ---------- lr: 0.01 train loss: 8.0157 val loss: 6.7486 Epoch 33/100 ---------- lr: 0.01 train loss: 7.5020 val loss: 6.6571 Epoch 34/100 ---------- lr: 0.01 train loss: 7.2755 val loss: 6.1766 Epoch 35/100 ---------- lr: 0.01 train loss: 6.9879 val loss: 6.0833 Epoch 36/100 ---------- lr: 0.01 train loss: 7.1718 val loss: 7.9542 Epoch 37/100 ---------- lr: 0.01 train loss: 8.7448 val loss: 6.6238 Epoch 38/100 ---------- lr: 0.01 train loss: 8.4632 val loss: 7.6668 Epoch 39/100 ---------- lr: 0.01 train loss: 8.6195 val loss: 6.7896 Epoch 40/100 ---------- lr: 0.01 train loss: 7.6523 val loss: 6.2547 Epoch 41/100 ---------- lr: 0.01 train loss: 7.1829 val loss: 6.6113 Epoch 42/100 ---------- lr: 0.005 train loss: 6.3619 val loss: 5.2321 Epoch 43/100 ---------- lr: 0.005 train loss: 6.0848 val loss: 5.0845 Epoch 44/100 ---------- lr: 0.005 train loss: 6.0651 val loss: 5.0128 Epoch 45/100 ---------- lr: 0.005 train loss: 6.0464 val loss: 5.2673 Epoch 46/100 ---------- lr: 0.005 train loss: 5.8759 val loss: 4.5909 Epoch 47/100 ---------- lr: 0.005 train loss: 5.5910 val loss: 4.8652 Epoch 48/100 ---------- lr: 0.005 train loss: 5.5303 val loss: 4.4008 Epoch 49/100 ---------- lr: 0.005 train loss: 5.3667 val loss: 4.4503 Epoch 50/100 ---------- lr: 0.005 train loss: 5.4348 val loss: 4.4855 Epoch 51/100 ---------- lr: 0.005 train loss: 5.5210 val loss: 4.4506 Epoch 52/100 ---------- lr: 0.005 train loss: 5.3805 val loss: 4.2931 Epoch 53/100 ---------- lr: 0.005 train loss: 5.4213 val loss: 4.2039 Epoch 54/100 ---------- lr: 0.005 train loss: 5.3990 val loss: 4.5282 Epoch 55/100 ---------- lr: 0.005 train loss: 5.2659 val loss: 4.0156 Epoch 56/100 ---------- lr: 0.005 train loss: 5.1646 val loss: 4.2821 Epoch 57/100 ---------- lr: 0.005 train loss: 5.4701 val loss: 4.4870 Epoch 58/100 ---------- lr: 0.005 train loss: 5.2253 val loss: 4.2047 Epoch 59/100 ---------- lr: 0.005 train loss: 5.2309 val loss: 4.1921 Epoch 60/100 ---------- lr: 0.005 train loss: 5.1118 val loss: 4.2747 Epoch 61/100 ---------- lr: 0.005 train loss: 5.3202 val loss: 4.5492 Epoch 62/100 ---------- lr: 0.005 train loss: 5.5985 val loss: 5.1892 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.8556 val loss: 4.6898 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.5700 val loss: 4.4277 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.3732 val loss: 4.4510 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.4838 val loss: 4.6922 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.3853 val loss: 4.5313 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.4469 val loss: 4.4716 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.2997 val loss: 4.6670 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.2618 val loss: 4.6234 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.2213 val loss: 4.3890 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.1361 val loss: 4.3485 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.0322 val loss: 4.3355 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.9826 val loss: 4.4701 Epoch 75/100 ---------- lr: 0.0025 train loss: 5.0641 val loss: 4.3672 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.9412 val loss: 4.3374 Epoch 77/100 ---------- lr: 0.0025 train loss: 5.0771 val loss: 4.1891 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.9781 val loss: 4.5062 Epoch 79/100 ---------- lr: 0.0025 train loss: 5.0104 val loss: 4.2300 Epoch 80/100 ---------- lr: 0.0025 train loss: 5.1064 val loss: 4.3406 Epoch 81/100 ---------- lr: 0.0025 train loss: 5.2008 val loss: 4.3263 Epoch 82/100 ---------- lr: 0.0025 train loss: 5.1551 val loss: 4.3189 Epoch 83/100 ---------- lr: 0.0025 train loss: 5.2469 val loss: 4.5913 Epoch 84/100 ---------- lr: 0.00125 train loss: 5.1173 val loss: 4.3609 Epoch 85/100 ---------- lr: 0.00125 train loss: 5.0293 val loss: 4.2653 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.9360 val loss: 4.3118 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.9122 val loss: 4.1933 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.8419 val loss: 4.2573 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.8535 val loss: 4.0790 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.8216 val loss: 4.0969 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.7409 val loss: 4.1060 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.7183 val loss: 4.0357 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.6994 val loss: 4.0884 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.7173 val loss: 3.8901 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.6726 val loss: 4.0109 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.7386 val loss: 4.1232 Epoch 97/100 ---------- lr: 0.00125 train loss: 4.6895 val loss: 4.0442 Epoch 98/100 ---------- lr: 0.00125 train loss: 4.6468 val loss: 3.9866 Epoch 99/100 ---------- lr: 0.00125 train loss: 4.6748 val loss: 3.9973 Epoch 100/100 ---------- lr: 0.00125 train loss: 4.7057 val loss: 3.9849 Training complete in 18m 45s Best val loss: 1.1924 at epoch 20 Val MSE at best epoch: 0.4267