Epoch 1/100 ---------- lr: 0.001 train loss: 19.6807 val loss: 4.7844 Epoch 2/100 ---------- lr: 0.001 train loss: 5.0112 val loss: 3.5505 Epoch 3/100 ---------- lr: 0.001 train loss: 4.1219 val loss: 3.2167 Epoch 4/100 ---------- lr: 0.001 train loss: 3.8548 val loss: 3.0389 Epoch 5/100 ---------- lr: 0.001 train loss: 3.4555 val loss: 2.6703 Epoch 6/100 ---------- lr: 0.001 train loss: 3.1901 val loss: 2.3451 Epoch 7/100 ---------- lr: 0.001 train loss: 3.0258 val loss: 2.1631 Epoch 8/100 ---------- lr: 0.001 train loss: 2.8337 val loss: 1.9500 Epoch 9/100 ---------- lr: 0.001 train loss: 2.7389 val loss: 1.8401 Epoch 10/100 ---------- lr: 0.001 train loss: 2.7769 val loss: 1.8298 Epoch 11/100 ---------- lr: 0.001 train loss: 2.4665 val loss: 1.7044 Epoch 12/100 ---------- lr: 0.001 train loss: 2.3334 val loss: 1.5176 Epoch 13/100 ---------- lr: 0.001 train loss: 2.2242 val loss: 1.6117 Epoch 14/100 ---------- lr: 0.001 train loss: 2.1519 val loss: 1.5065 Epoch 15/100 ---------- lr: 0.001 train loss: 2.1034 val loss: 1.4439 Epoch 16/100 ---------- lr: 0.001 train loss: 2.0488 val loss: 1.3900 Epoch 17/100 ---------- lr: 0.001 train loss: 1.9854 val loss: 1.1186 Epoch 18/100 ---------- lr: 0.001 train loss: 1.8385 val loss: 1.0799 Epoch 19/100 ---------- lr: 0.001 train loss: 1.7960 val loss: 1.0195 Epoch 20/100 ---------- lr: 0.001 train loss: 1.8034 val loss: 1.1604 Epoch 21/100 ---------- lr: 0.001 train loss: 1.7268 val loss: 0.9515 Epoch 22/100 ---------- lr: 0.001 train loss: 1.6716 val loss: 1.0036 Epoch 23/100 ---------- lr: 0.001 train loss: 1.6894 val loss: 0.9234 Epoch 24/100 ---------- lr: 0.001 train loss: 1.6186 val loss: 0.8554 Epoch 25/100 ---------- lr: 0.001 train loss: 1.5503 val loss: 0.9021 Epoch 26/100 ---------- lr: 0.001 train loss: 1.6119 val loss: 0.8844 Epoch 27/100 ---------- lr: 0.001 train loss: 1.5541 val loss: 0.8345 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5864 val loss: 0.8028 Epoch 29/100 ---------- lr: 0.001 train loss: 1.4709 val loss: 0.7183 Epoch 30/100 ---------- lr: 0.001 train loss: 1.4432 val loss: 0.7054 Epoch 31/100 ---------- lr: 0.001 train loss: 1.4396 val loss: 0.7609 Epoch 32/100 ---------- lr: 0.001 train loss: 1.4633 val loss: 0.9462 Epoch 33/100 ---------- lr: 0.001 train loss: 1.4290 val loss: 0.7071 Epoch 34/100 ---------- lr: 0.001 train loss: 1.3988 val loss: 0.7297 Epoch 35/100 ---------- lr: 0.001 train loss: 1.3523 val loss: 0.6794 Epoch 36/100 ---------- lr: 0.001 train loss: 1.3433 val loss: 0.6405 Epoch 37/100 ---------- lr: 0.001 train loss: 1.3656 val loss: 0.6847 Epoch 38/100 ---------- lr: 0.001 train loss: 1.3771 val loss: 0.6936 Epoch 39/100 ---------- lr: 0.001 train loss: 1.3145 val loss: 0.6066 Epoch 40/100 ---------- lr: 0.001 train loss: 1.2729 val loss: 0.5999 Epoch 41/100 ---------- lr: 0.001 train loss: 1.2649 val loss: 0.5888 Epoch 42/100 ---------- lr: 0.001 train loss: 1.2446 val loss: 0.5650 Epoch 43/100 ---------- lr: 0.001 train loss: 1.2951 val loss: 0.6727 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2388 val loss: 0.5875 Epoch 45/100 ---------- lr: 0.001 train loss: 1.2175 val loss: 0.5675 Epoch 46/100 ---------- lr: 0.001 train loss: 1.2133 val loss: 0.5362 Epoch 47/100 ---------- lr: 0.001 train loss: 1.2484 val loss: 0.6348 Epoch 48/100 ---------- lr: 0.001 train loss: 1.2804 val loss: 0.5986 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2224 val loss: 0.5175 Epoch 50/100 ---------- lr: 0.001 train loss: 1.1853 val loss: 0.5763 Epoch 51/100 ---------- lr: 0.001 train loss: 1.1693 val loss: 0.5255 Epoch 52/100 ---------- lr: 0.001 train loss: 1.1674 val loss: 0.5518 Epoch 53/100 ---------- lr: 0.001 train loss: 1.1793 val loss: 0.5423 Epoch 54/100 ---------- lr: 0.001 train loss: 1.1651 val loss: 0.5146 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1540 val loss: 0.4986 Epoch 56/100 ---------- lr: 0.001 train loss: 1.2689 val loss: 0.5358 Epoch 57/100 ---------- lr: 0.001 train loss: 1.1469 val loss: 0.5013 Epoch 58/100 ---------- lr: 0.001 train loss: 1.1204 val loss: 0.5063 Epoch 59/100 ---------- lr: 0.001 train loss: 1.1202 val loss: 0.4660 Epoch 60/100 ---------- lr: 0.001 train loss: 1.1138 val loss: 0.4742 Epoch 61/100 ---------- lr: 0.001 train loss: 1.1220 val loss: 0.5119 Epoch 62/100 ---------- lr: 0.001 train loss: 1.1214 val loss: 0.5182 Epoch 63/100 ---------- lr: 0.001 train loss: 1.1067 val loss: 0.4577 Epoch 64/100 ---------- lr: 0.001 train loss: 1.1077 val loss: 0.4930 Epoch 65/100 ---------- lr: 0.001 train loss: 1.1230 val loss: 0.4850 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1104 val loss: 0.4800 Epoch 67/100 ---------- lr: 0.001 train loss: 1.0935 val loss: 0.5395 Epoch 68/100 ---------- lr: 0.001 train loss: 1.1141 val loss: 0.4749 Epoch 69/100 ---------- lr: 0.001 train loss: 1.0969 val loss: 0.7337 Epoch 70/100 ---------- lr: 0.001 train loss: 1.2615 val loss: 0.5313 Epoch 71/100 ---------- lr: 0.001 train loss: 1.1687 val loss: 0.4293 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0722 val loss: 0.3992 Epoch 73/100 ---------- lr: 0.001 train loss: 1.0653 val loss: 0.4396 Epoch 74/100 ---------- lr: 0.001 train loss: 1.0540 val loss: 0.4042 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0708 val loss: 0.3938 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0521 val loss: 0.3956 Epoch 77/100 ---------- lr: 0.001 train loss: 1.0429 val loss: 0.3926 Epoch 78/100 ---------- lr: 0.001 train loss: 1.0620 val loss: 0.4463 Epoch 79/100 ---------- lr: 0.001 train loss: 1.1058 val loss: 0.3770 Epoch 80/100 ---------- lr: 0.001 train loss: 1.0530 val loss: 0.4180 Epoch 81/100 ---------- lr: 0.001 train loss: 1.1398 val loss: 0.3900 Epoch 82/100 ---------- lr: 0.001 train loss: 1.0353 val loss: 0.3671 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0188 val loss: 0.3498 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0203 val loss: 0.3674 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0426 val loss: 0.3955 Epoch 86/100 ---------- lr: 0.001 train loss: 1.1081 val loss: 0.5286 Epoch 87/100 ---------- lr: 0.001 train loss: 1.0952 val loss: 0.3816 Epoch 88/100 ---------- lr: 0.001 train loss: 1.0239 val loss: 0.3506 Epoch 89/100 ---------- lr: 0.001 train loss: 1.0084 val loss: 0.3455 Epoch 90/100 ---------- lr: 0.001 train loss: 1.0097 val loss: 0.3487 Epoch 91/100 ---------- lr: 0.001 train loss: 1.0102 val loss: 0.3905 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0180 val loss: 0.3605 Epoch 93/100 ---------- lr: 0.001 train loss: 1.0124 val loss: 0.3504 Epoch 94/100 ---------- lr: 0.001 train loss: 1.0051 val loss: 0.3392 Epoch 95/100 ---------- lr: 0.001 train loss: 1.0069 val loss: 0.3319 Epoch 96/100 ---------- lr: 0.001 train loss: 1.0654 val loss: 0.3861 Epoch 97/100 ---------- lr: 0.001 train loss: 1.0165 val loss: 0.3517 Epoch 98/100 ---------- lr: 0.001 train loss: 1.0088 val loss: 0.3297 Epoch 99/100 ---------- lr: 0.001 train loss: 1.0113 val loss: 0.3399 Epoch 100/100 ---------- lr: 0.001 train loss: 1.0033 val loss: 0.3472 Training complete in 5m 51s Best val loss: 0.3297 at epoch 98 Val MSE at best epoch: 0.1337