Epoch 1/100 ---------- lr: 0.01 train loss: 7.8005 val loss: 3.8482 Epoch 2/100 ---------- lr: 0.01 train loss: 4.0233 val loss: 3.3395 Epoch 3/100 ---------- lr: 0.01 train loss: 3.4672 val loss: 2.9447 Epoch 4/100 ---------- lr: 0.01 train loss: 2.7202 val loss: 2.4689 Epoch 5/100 ---------- lr: 0.01 train loss: 2.3572 val loss: 1.5855 Epoch 6/100 ---------- lr: 0.01 train loss: 2.3181 val loss: 1.9096 Epoch 7/100 ---------- lr: 0.01 train loss: 2.1425 val loss: 1.3071 Epoch 8/100 ---------- lr: 0.01 train loss: 1.9279 val loss: 1.9798 Epoch 9/100 ---------- lr: 0.01 train loss: 1.8350 val loss: 1.0501 Epoch 10/100 ---------- lr: 0.01 train loss: 1.5572 val loss: 1.1378 Epoch 11/100 ---------- lr: 0.01 train loss: 1.6533 val loss: 1.0252 Epoch 12/100 ---------- lr: 0.01 train loss: 1.4699 val loss: 1.0896 Epoch 13/100 ---------- lr: 0.01 train loss: 1.6451 val loss: 1.2708 Epoch 14/100 ---------- lr: 0.01 train loss: 1.5375 val loss: 0.8732 Epoch 15/100 ---------- lr: 0.01 train loss: 1.2448 val loss: 0.7755 Epoch 16/100 ---------- lr: 0.01 train loss: 1.2645 val loss: 0.7693 Epoch 17/100 ---------- lr: 0.01 train loss: 1.1801 val loss: 0.8146 Epoch 18/100 ---------- lr: 0.01 train loss: 1.4723 val loss: 1.0335 Epoch 19/100 ---------- lr: 0.01 train loss: 1.3936 val loss: 1.4236 Epoch 20/100 ---------- lr: 0.01 train loss: 1.4129 val loss: 0.6201 Epoch 21/100 ---------- lr: 0.01 train loss: 1.1659 val loss: 0.8545 Epoch 22/100 ---------- lr: 0.01 train loss: 1.0889 val loss: 0.5190 Epoch 23/100 ---------- lr: 0.01 train loss: 1.0095 val loss: 0.5273 Epoch 24/100 ---------- lr: 0.01 train loss: 1.0652 val loss: 0.7516 Epoch 25/100 ---------- lr: 0.01 train loss: 1.3228 val loss: 0.9316 Epoch 26/100 ---------- lr: 0.01 train loss: 4.6223 val loss: 6.4694 Epoch 27/100 ---------- lr: 0.01 train loss: 6.9129 val loss: 7.9297 Epoch 28/100 ---------- lr: 0.01 train loss: 10.1584 val loss: 9.0220 Epoch 29/100 ---------- lr: 0.01 train loss: 11.3063 val loss: 10.9857 Epoch 30/100 ---------- lr: 0.01 train loss: 9.5409 val loss: 8.2401 Epoch 31/100 ---------- lr: 0.01 train loss: 10.3106 val loss: 13.0170 Epoch 32/100 ---------- lr: 0.01 train loss: 12.9682 val loss: 9.3926 Epoch 33/100 ---------- lr: 0.01 train loss: 10.2156 val loss: 9.6043 Epoch 34/100 ---------- lr: 0.01 train loss: 9.3419 val loss: 8.1184 Epoch 35/100 ---------- lr: 0.01 train loss: 8.8827 val loss: 8.3418 Epoch 36/100 ---------- lr: 0.01 train loss: 8.7142 val loss: 7.8014 Epoch 37/100 ---------- lr: 0.01 train loss: 8.2498 val loss: 7.3807 Epoch 38/100 ---------- lr: 0.01 train loss: 7.9534 val loss: 7.3364 Epoch 39/100 ---------- lr: 0.01 train loss: 7.7618 val loss: 6.8360 Epoch 40/100 ---------- lr: 0.01 train loss: 7.5355 val loss: 6.4369 Epoch 41/100 ---------- lr: 0.01 train loss: 7.3387 val loss: 6.7611 Epoch 42/100 ---------- lr: 0.01 train loss: 7.5989 val loss: 6.8955 Epoch 43/100 ---------- lr: 0.01 train loss: 7.4478 val loss: 6.1428 Epoch 44/100 ---------- lr: 0.005 train loss: 6.8901 val loss: 6.3329 Epoch 45/100 ---------- lr: 0.005 train loss: 6.8866 val loss: 6.2011 Epoch 46/100 ---------- lr: 0.005 train loss: 6.7689 val loss: 6.3213 Epoch 47/100 ---------- lr: 0.005 train loss: 6.7804 val loss: 6.0304 Epoch 48/100 ---------- lr: 0.005 train loss: 6.7043 val loss: 6.0548 Epoch 49/100 ---------- lr: 0.005 train loss: 6.8896 val loss: 6.4893 Epoch 50/100 ---------- lr: 0.005 train loss: 6.8140 val loss: 6.2396 Epoch 51/100 ---------- lr: 0.005 train loss: 6.6765 val loss: 6.2147 Epoch 52/100 ---------- lr: 0.005 train loss: 6.6432 val loss: 5.9338 Epoch 53/100 ---------- lr: 0.005 train loss: 6.5026 val loss: 5.7559 Epoch 54/100 ---------- lr: 0.005 train loss: 6.4380 val loss: 5.9551 Epoch 55/100 ---------- lr: 0.005 train loss: 6.4708 val loss: 5.6692 Epoch 56/100 ---------- lr: 0.005 train loss: 6.6177 val loss: 6.1212 Epoch 57/100 ---------- lr: 0.005 train loss: 6.7863 val loss: 6.0323 Epoch 58/100 ---------- lr: 0.005 train loss: 7.0067 val loss: 6.4377 Epoch 59/100 ---------- lr: 0.005 train loss: 7.0249 val loss: 6.4065 Epoch 60/100 ---------- lr: 0.005 train loss: 6.8432 val loss: 6.1747 Epoch 61/100 ---------- lr: 0.005 train loss: 6.6045 val loss: 6.1767 Epoch 62/100 ---------- lr: 0.005 train loss: 6.6204 val loss: 6.1285 Epoch 63/100 ---------- lr: 0.005 train loss: 6.5568 val loss: 6.1809 Epoch 64/100 ---------- lr: 0.005 train loss: 6.5294 val loss: 6.0782 Epoch 65/100 ---------- lr: 0.0025 train loss: 6.3660 val loss: 5.8812 Epoch 66/100 ---------- lr: 0.0025 train loss: 6.2774 val loss: 5.9575 Epoch 67/100 ---------- lr: 0.0025 train loss: 6.2082 val loss: 5.8363 Epoch 68/100 ---------- lr: 0.0025 train loss: 6.1372 val loss: 5.6743 Epoch 69/100 ---------- lr: 0.0025 train loss: 6.0907 val loss: 5.6876 Epoch 70/100 ---------- lr: 0.0025 train loss: 6.0679 val loss: 5.6641 Epoch 71/100 ---------- lr: 0.0025 train loss: 6.0646 val loss: 5.5366 Epoch 72/100 ---------- lr: 0.0025 train loss: 6.0770 val loss: 5.6883 Epoch 73/100 ---------- lr: 0.0025 train loss: 6.1365 val loss: 5.6206 Epoch 74/100 ---------- lr: 0.0025 train loss: 6.3032 val loss: 5.7475 Epoch 75/100 ---------- lr: 0.0025 train loss: 6.3644 val loss: 6.2988 Epoch 76/100 ---------- lr: 0.0025 train loss: 6.5912 val loss: 6.0591 Epoch 77/100 ---------- lr: 0.0025 train loss: 6.3795 val loss: 5.8530 Epoch 78/100 ---------- lr: 0.0025 train loss: 6.3733 val loss: 5.7709 Epoch 79/100 ---------- lr: 0.0025 train loss: 6.5705 val loss: 5.7345 Epoch 80/100 ---------- lr: 0.0025 train loss: 6.3764 val loss: 5.5998 Epoch 81/100 ---------- lr: 0.0025 train loss: 6.3781 val loss: 6.0919 Epoch 82/100 ---------- lr: 0.0025 train loss: 6.3977 val loss: 5.6804 Epoch 83/100 ---------- lr: 0.0025 train loss: 6.3438 val loss: 5.8608 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.3921 val loss: 5.8599 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.4565 val loss: 5.7721 Epoch 86/100 ---------- lr: 0.00125 train loss: 6.3260 val loss: 5.6702 Epoch 87/100 ---------- lr: 0.00125 train loss: 6.2280 val loss: 5.6229 Epoch 88/100 ---------- lr: 0.00125 train loss: 6.1272 val loss: 5.6170 Epoch 89/100 ---------- lr: 0.00125 train loss: 6.0597 val loss: 5.5082 Epoch 90/100 ---------- lr: 0.00125 train loss: 6.0189 val loss: 5.4668 Epoch 91/100 ---------- lr: 0.00125 train loss: 6.0194 val loss: 5.4375 Epoch 92/100 ---------- lr: 0.00125 train loss: 5.9931 val loss: 5.3915 Epoch 93/100 ---------- lr: 0.00125 train loss: 5.9864 val loss: 5.3035 Epoch 94/100 ---------- lr: 0.00125 train loss: 6.0118 val loss: 5.4008 Epoch 95/100 ---------- lr: 0.00125 train loss: 5.9143 val loss: 5.2789 Epoch 96/100 ---------- lr: 0.00125 train loss: 5.8959 val loss: 5.4541 Epoch 97/100 ---------- lr: 0.00125 train loss: 5.8843 val loss: 5.3607 Epoch 98/100 ---------- lr: 0.00125 train loss: 5.8557 val loss: 5.3651 Epoch 99/100 ---------- lr: 0.00125 train loss: 5.8821 val loss: 5.2057 Epoch 100/100 ---------- lr: 0.00125 train loss: 5.8922 val loss: 5.2604 Training complete in 8m 36s Best val loss: 0.5190 at epoch 22 Val MSE at best epoch: 0.2141