Epoch 1/100 ---------- lr: 0.01 train loss: 10.1526 val loss: 7.2372 Epoch 2/100 ---------- lr: 0.01 train loss: 4.6357 val loss: 3.2109 Epoch 3/100 ---------- lr: 0.01 train loss: 4.0780 val loss: 3.5945 Epoch 4/100 ---------- lr: 0.01 train loss: 3.8460 val loss: 2.8568 Epoch 5/100 ---------- lr: 0.01 train loss: 3.1769 val loss: 1.9147 Epoch 6/100 ---------- lr: 0.01 train loss: 2.9959 val loss: 1.8570 Epoch 7/100 ---------- lr: 0.01 train loss: 2.7513 val loss: 1.7211 Epoch 8/100 ---------- lr: 0.01 train loss: 2.4701 val loss: 1.3618 Epoch 9/100 ---------- lr: 0.01 train loss: 2.5028 val loss: 1.6584 Epoch 10/100 ---------- lr: 0.01 train loss: 2.5755 val loss: 1.7610 Epoch 11/100 ---------- lr: 0.01 train loss: 2.6010 val loss: 1.5883 Epoch 12/100 ---------- lr: 0.01 train loss: 2.3718 val loss: 1.5475 Epoch 13/100 ---------- lr: 0.01 train loss: 2.2098 val loss: 1.2329 Epoch 14/100 ---------- lr: 0.01 train loss: 2.0529 val loss: 1.9552 Epoch 15/100 ---------- lr: 0.01 train loss: 3.3639 val loss: 2.5855 Epoch 16/100 ---------- lr: 0.01 train loss: 4.6702 val loss: 7.4648 Epoch 17/100 ---------- lr: 0.01 train loss: 8.6145 val loss: 6.5613 Epoch 18/100 ---------- lr: 0.01 train loss: 8.0315 val loss: 6.5783 Epoch 19/100 ---------- lr: 0.01 train loss: 9.0114 val loss: 6.1658 Epoch 20/100 ---------- lr: 0.01 train loss: 6.9519 val loss: 5.6699 Epoch 21/100 ---------- lr: 0.01 train loss: 7.8210 val loss: 7.0065 Epoch 22/100 ---------- lr: 0.01 train loss: 9.0205 val loss: 7.5305 Epoch 23/100 ---------- lr: 0.01 train loss: 7.4956 val loss: 6.1134 Epoch 24/100 ---------- lr: 0.01 train loss: 6.9026 val loss: 5.4832 Epoch 25/100 ---------- lr: 0.01 train loss: 6.1411 val loss: 5.0860 Epoch 26/100 ---------- lr: 0.01 train loss: 5.6329 val loss: 4.6811 Epoch 27/100 ---------- lr: 0.01 train loss: 5.5486 val loss: 4.7097 Epoch 28/100 ---------- lr: 0.01 train loss: 5.5591 val loss: 4.2500 Epoch 29/100 ---------- lr: 0.01 train loss: 5.4496 val loss: 5.2885 Epoch 30/100 ---------- lr: 0.01 train loss: 5.7338 val loss: 5.8023 Epoch 31/100 ---------- lr: 0.01 train loss: 7.0002 val loss: 6.1433 Epoch 32/100 ---------- lr: 0.01 train loss: 6.7754 val loss: 5.9412 Epoch 33/100 ---------- lr: 0.01 train loss: 6.2807 val loss: 5.2404 Epoch 34/100 ---------- lr: 0.01 train loss: 6.4743 val loss: 5.6325 Epoch 35/100 ---------- lr: 0.005 train loss: 5.7531 val loss: 4.5774 Epoch 36/100 ---------- lr: 0.005 train loss: 5.3422 val loss: 4.6043 Epoch 37/100 ---------- lr: 0.005 train loss: 5.2701 val loss: 4.2368 Epoch 38/100 ---------- lr: 0.005 train loss: 5.1590 val loss: 4.3002 Epoch 39/100 ---------- lr: 0.005 train loss: 5.0710 val loss: 4.0985 Epoch 40/100 ---------- lr: 0.005 train loss: 4.9332 val loss: 4.0317 Epoch 41/100 ---------- lr: 0.005 train loss: 4.7975 val loss: 4.1411 Epoch 42/100 ---------- lr: 0.005 train loss: 5.0982 val loss: 4.6378 Epoch 43/100 ---------- lr: 0.005 train loss: 5.7941 val loss: 4.9772 Epoch 44/100 ---------- lr: 0.005 train loss: 5.4834 val loss: 4.5000 Epoch 45/100 ---------- lr: 0.005 train loss: 5.3487 val loss: 4.4718 Epoch 46/100 ---------- lr: 0.005 train loss: 5.2762 val loss: 3.9627 Epoch 47/100 ---------- lr: 0.005 train loss: 5.3296 val loss: 4.3673 Epoch 48/100 ---------- lr: 0.005 train loss: 5.5405 val loss: 4.3546 Epoch 49/100 ---------- lr: 0.005 train loss: 5.3148 val loss: 4.1146 Epoch 50/100 ---------- lr: 0.005 train loss: 5.1682 val loss: 4.3585 Epoch 51/100 ---------- lr: 0.005 train loss: 4.9545 val loss: 3.9819 Epoch 52/100 ---------- lr: 0.005 train loss: 4.9485 val loss: 3.9021 Epoch 53/100 ---------- lr: 0.005 train loss: 4.7485 val loss: 3.8351 Epoch 54/100 ---------- lr: 0.005 train loss: 4.6159 val loss: 3.7814 Epoch 55/100 ---------- lr: 0.005 train loss: 4.4798 val loss: 3.4547 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.2658 val loss: 3.6666 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.3581 val loss: 3.3668 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.3657 val loss: 3.4713 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.3528 val loss: 3.6889 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.2789 val loss: 3.6732 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.2694 val loss: 3.4636 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.2046 val loss: 3.6579 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.2612 val loss: 3.4856 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.1503 val loss: 3.4206 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.1941 val loss: 3.5263 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.2289 val loss: 3.4392 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.2353 val loss: 3.4811 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.1810 val loss: 3.3991 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.2679 val loss: 3.5988 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.2783 val loss: 3.5750 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.3571 val loss: 3.6831 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.4564 val loss: 3.4757 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.3713 val loss: 3.5476 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.2378 val loss: 3.5049 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.1481 val loss: 3.4894 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.0448 val loss: 3.3556 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.9663 val loss: 3.2546 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.9569 val loss: 3.2159 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.9335 val loss: 3.1904 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.9259 val loss: 3.2453 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.8898 val loss: 3.2254 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.8912 val loss: 3.2598 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.9206 val loss: 3.2297 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.8574 val loss: 3.2715 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.8205 val loss: 3.2298 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.8670 val loss: 3.3383 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.7835 val loss: 3.1941 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.7734 val loss: 3.1511 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.7652 val loss: 3.3127 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.7741 val loss: 3.1961 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.7626 val loss: 3.2752 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.7269 val loss: 3.3023 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.7816 val loss: 3.3007 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.7237 val loss: 3.3306 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.6861 val loss: 3.2206 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.6913 val loss: 3.1440 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.6109 val loss: 3.2127 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.5958 val loss: 3.1214 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.4933 val loss: 3.0469 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.5241 val loss: 3.1050 Training complete in 22m 45s Best val loss: 1.2329 at epoch 13 Val MSE at best epoch: 0.5250