Epoch 1/100 ---------- lr: 0.01 train loss: 8.4033 val loss: 3.9715 Epoch 2/100 ---------- lr: 0.01 train loss: 4.0280 val loss: 3.2740 Epoch 3/100 ---------- lr: 0.01 train loss: 3.3199 val loss: 2.5312 Epoch 4/100 ---------- lr: 0.01 train loss: 2.9433 val loss: 2.0698 Epoch 5/100 ---------- lr: 0.01 train loss: 3.1128 val loss: 2.4220 Epoch 6/100 ---------- lr: 0.01 train loss: 2.5743 val loss: 1.5645 Epoch 7/100 ---------- lr: 0.01 train loss: 2.0301 val loss: 1.7947 Epoch 8/100 ---------- lr: 0.01 train loss: 2.4604 val loss: 2.4958 Epoch 9/100 ---------- lr: 0.01 train loss: 2.0180 val loss: 0.9973 Epoch 10/100 ---------- lr: 0.01 train loss: 1.7279 val loss: 1.3788 Epoch 11/100 ---------- lr: 0.01 train loss: 1.5915 val loss: 1.0908 Epoch 12/100 ---------- lr: 0.01 train loss: 1.5147 val loss: 1.4114 Epoch 13/100 ---------- lr: 0.01 train loss: 1.4368 val loss: 1.6505 Epoch 14/100 ---------- lr: 0.01 train loss: 2.1062 val loss: 2.3536 Epoch 15/100 ---------- lr: 0.01 train loss: 8.7179 val loss: 10.7603 Epoch 16/100 ---------- lr: 0.01 train loss: 9.0617 val loss: 7.8399 Epoch 17/100 ---------- lr: 0.01 train loss: 8.1279 val loss: 9.6159 Epoch 18/100 ---------- lr: 0.01 train loss: 7.5748 val loss: 5.7105 Epoch 19/100 ---------- lr: 0.01 train loss: 6.2078 val loss: 5.0325 Epoch 20/100 ---------- lr: 0.01 train loss: 5.4588 val loss: 4.4047 Epoch 21/100 ---------- lr: 0.01 train loss: 5.8397 val loss: 5.7441 Epoch 22/100 ---------- lr: 0.01 train loss: 5.7336 val loss: 4.6232 Epoch 23/100 ---------- lr: 0.01 train loss: 5.0249 val loss: 4.7619 Epoch 24/100 ---------- lr: 0.01 train loss: 4.8467 val loss: 3.7686 Epoch 25/100 ---------- lr: 0.01 train loss: 4.6041 val loss: 3.7325 Epoch 26/100 ---------- lr: 0.01 train loss: 4.8752 val loss: 5.3830 Epoch 27/100 ---------- lr: 0.01 train loss: 5.3638 val loss: 4.6120 Epoch 28/100 ---------- lr: 0.01 train loss: 4.9785 val loss: 4.2847 Epoch 29/100 ---------- lr: 0.01 train loss: 4.5689 val loss: 4.2104 Epoch 30/100 ---------- lr: 0.01 train loss: 4.2909 val loss: 3.7289 Epoch 31/100 ---------- lr: 0.005 train loss: 3.8320 val loss: 3.8031 Epoch 32/100 ---------- lr: 0.005 train loss: 4.2582 val loss: 3.6617 Epoch 33/100 ---------- lr: 0.005 train loss: 4.2130 val loss: 3.5469 Epoch 34/100 ---------- lr: 0.005 train loss: 3.8827 val loss: 3.2204 Epoch 35/100 ---------- lr: 0.005 train loss: 3.7418 val loss: 3.2134 Epoch 36/100 ---------- lr: 0.005 train loss: 3.6378 val loss: 3.1885 Epoch 37/100 ---------- lr: 0.005 train loss: 3.5151 val loss: 3.0103 Epoch 38/100 ---------- lr: 0.005 train loss: 3.4987 val loss: 3.1360 Epoch 39/100 ---------- lr: 0.005 train loss: 3.4458 val loss: 3.0731 Epoch 40/100 ---------- lr: 0.005 train loss: 3.5942 val loss: 3.4728 Epoch 41/100 ---------- lr: 0.005 train loss: 3.7675 val loss: 3.9618 Epoch 42/100 ---------- lr: 0.005 train loss: 4.0752 val loss: 3.3471 Epoch 43/100 ---------- lr: 0.005 train loss: 3.9797 val loss: 3.5911 Epoch 44/100 ---------- lr: 0.005 train loss: 4.1387 val loss: 3.5067 Epoch 45/100 ---------- lr: 0.005 train loss: 3.9750 val loss: 3.5797 Epoch 46/100 ---------- lr: 0.005 train loss: 4.1585 val loss: 3.8359 Epoch 47/100 ---------- lr: 0.005 train loss: 4.0459 val loss: 3.3235 Epoch 48/100 ---------- lr: 0.005 train loss: 3.7958 val loss: 3.1081 Epoch 49/100 ---------- lr: 0.005 train loss: 3.6599 val loss: 3.0792 Epoch 50/100 ---------- lr: 0.005 train loss: 3.7417 val loss: 3.3279 Epoch 51/100 ---------- lr: 0.005 train loss: 4.1177 val loss: 3.6779 Epoch 52/100 ---------- lr: 0.0025 train loss: 4.0325 val loss: 3.2576 Epoch 53/100 ---------- lr: 0.0025 train loss: 3.7390 val loss: 3.0841 Epoch 54/100 ---------- lr: 0.0025 train loss: 3.6944 val loss: 3.2383 Epoch 55/100 ---------- lr: 0.0025 train loss: 3.6023 val loss: 3.0356 Epoch 56/100 ---------- lr: 0.0025 train loss: 3.4879 val loss: 2.9216 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.4731 val loss: 2.9223 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.3817 val loss: 2.9586 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.3242 val loss: 2.9071 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.3186 val loss: 2.7664 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.3206 val loss: 2.8537 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.3464 val loss: 2.7236 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.2192 val loss: 2.7521 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.2214 val loss: 2.9774 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.4693 val loss: 2.9028 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.4102 val loss: 2.6163 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.3253 val loss: 2.7067 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.2308 val loss: 2.4842 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.2808 val loss: 2.6675 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.2113 val loss: 2.7767 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.2893 val loss: 2.7999 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.3767 val loss: 2.8089 Epoch 73/100 ---------- lr: 0.00125 train loss: 3.2253 val loss: 2.8118 Epoch 74/100 ---------- lr: 0.00125 train loss: 3.1271 val loss: 2.6873 Epoch 75/100 ---------- lr: 0.00125 train loss: 3.0781 val loss: 2.7789 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.0387 val loss: 2.5859 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.0966 val loss: 2.6782 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.0894 val loss: 2.7087 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.1180 val loss: 2.5756 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.0756 val loss: 2.6709 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.0006 val loss: 2.5734 Epoch 82/100 ---------- lr: 0.00125 train loss: 2.9578 val loss: 2.5105 Epoch 83/100 ---------- lr: 0.00125 train loss: 2.9424 val loss: 2.6040 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.9262 val loss: 2.5537 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.9320 val loss: 2.6281 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.9370 val loss: 2.5751 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.9344 val loss: 2.6297 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.9854 val loss: 2.5879 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.0553 val loss: 2.6472 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.9788 val loss: 2.6537 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.0715 val loss: 2.7517 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.9853 val loss: 2.6743 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.9725 val loss: 2.6515 Epoch 94/100 ---------- lr: 0.000625 train loss: 2.8904 val loss: 2.5711 Epoch 95/100 ---------- lr: 0.000625 train loss: 2.8400 val loss: 2.5741 Epoch 96/100 ---------- lr: 0.000625 train loss: 2.8018 val loss: 2.5318 Epoch 97/100 ---------- lr: 0.000625 train loss: 2.7985 val loss: 2.5339 Epoch 98/100 ---------- lr: 0.000625 train loss: 2.8004 val loss: 2.5037 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.7589 val loss: 2.5552 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.7777 val loss: 2.5123 Training complete in 20m 0s Best val loss: 0.9973 at epoch 9 Val MSE at best epoch: 0.4251