Epoch 1/100 ---------- lr: 0.001 train loss: 34.6617 val loss: 6.6589 Epoch 2/100 ---------- lr: 0.001 train loss: 6.7744 val loss: 4.3527 Epoch 3/100 ---------- lr: 0.001 train loss: 5.5028 val loss: 3.3397 Epoch 4/100 ---------- lr: 0.001 train loss: 4.9232 val loss: 3.2061 Epoch 5/100 ---------- lr: 0.001 train loss: 4.5264 val loss: 2.7171 Epoch 6/100 ---------- lr: 0.001 train loss: 4.2555 val loss: 2.8158 Epoch 7/100 ---------- lr: 0.001 train loss: 4.0244 val loss: 2.3547 Epoch 8/100 ---------- lr: 0.001 train loss: 3.8453 val loss: 2.2055 Epoch 9/100 ---------- lr: 0.001 train loss: 3.6750 val loss: 2.3159 Epoch 10/100 ---------- lr: 0.001 train loss: 3.5943 val loss: 1.9741 Epoch 11/100 ---------- lr: 0.001 train loss: 3.4224 val loss: 2.1425 Epoch 12/100 ---------- lr: 0.001 train loss: 3.3378 val loss: 1.7536 Epoch 13/100 ---------- lr: 0.001 train loss: 3.2270 val loss: 1.6067 Epoch 14/100 ---------- lr: 0.001 train loss: 3.1561 val loss: 1.6034 Epoch 15/100 ---------- lr: 0.001 train loss: 3.0951 val loss: 1.4926 Epoch 16/100 ---------- lr: 0.001 train loss: 3.0131 val loss: 1.5250 Epoch 17/100 ---------- lr: 0.001 train loss: 2.9527 val loss: 1.5271 Epoch 18/100 ---------- lr: 0.001 train loss: 2.9079 val loss: 1.3632 Epoch 19/100 ---------- lr: 0.001 train loss: 2.8192 val loss: 1.2964 Epoch 20/100 ---------- lr: 0.001 train loss: 2.7749 val loss: 1.3253 Epoch 21/100 ---------- lr: 0.001 train loss: 2.7552 val loss: 1.3063 Epoch 22/100 ---------- lr: 0.001 train loss: 2.7361 val loss: 1.3962 Epoch 23/100 ---------- lr: 0.001 train loss: 2.6872 val loss: 1.1729 Epoch 24/100 ---------- lr: 0.001 train loss: 2.6315 val loss: 1.1556 Epoch 25/100 ---------- lr: 0.001 train loss: 2.6309 val loss: 1.1500 Epoch 26/100 ---------- lr: 0.001 train loss: 2.5705 val loss: 1.0209 Epoch 27/100 ---------- lr: 0.001 train loss: 2.5492 val loss: 1.0066 Epoch 28/100 ---------- lr: 0.001 train loss: 2.4826 val loss: 0.9705 Epoch 29/100 ---------- lr: 0.001 train loss: 2.4985 val loss: 1.0144 Epoch 30/100 ---------- lr: 0.001 train loss: 2.4617 val loss: 0.9534 Epoch 31/100 ---------- lr: 0.001 train loss: 2.3930 val loss: 0.9728 Epoch 32/100 ---------- lr: 0.001 train loss: 2.4114 val loss: 0.9987 Epoch 33/100 ---------- lr: 0.001 train loss: 2.3932 val loss: 1.0591 Epoch 34/100 ---------- lr: 0.001 train loss: 2.4073 val loss: 0.9197 Epoch 35/100 ---------- lr: 0.001 train loss: 2.3459 val loss: 0.9643 Epoch 36/100 ---------- lr: 0.001 train loss: 2.3300 val loss: 0.9187 Epoch 37/100 ---------- lr: 0.001 train loss: 2.3151 val loss: 0.9153 Epoch 38/100 ---------- lr: 0.001 train loss: 2.2999 val loss: 0.9011 Epoch 39/100 ---------- lr: 0.001 train loss: 2.2867 val loss: 0.8076 Epoch 40/100 ---------- lr: 0.001 train loss: 2.2412 val loss: 0.7872 Epoch 41/100 ---------- lr: 0.001 train loss: 2.2345 val loss: 0.8406 Epoch 42/100 ---------- lr: 0.001 train loss: 2.4559 val loss: 0.8831 Epoch 43/100 ---------- lr: 0.001 train loss: 2.2662 val loss: 0.7792 Epoch 44/100 ---------- lr: 0.001 train loss: 2.2190 val loss: 0.7626 Epoch 45/100 ---------- lr: 0.001 train loss: 2.2887 val loss: 0.7841 Epoch 46/100 ---------- lr: 0.001 train loss: 2.2298 val loss: 0.7491 Epoch 47/100 ---------- lr: 0.001 train loss: 2.1810 val loss: 0.7749 Epoch 48/100 ---------- lr: 0.001 train loss: 2.1693 val loss: 0.7231 Epoch 49/100 ---------- lr: 0.001 train loss: 2.1622 val loss: 0.7157 Epoch 50/100 ---------- lr: 0.001 train loss: 2.1437 val loss: 0.7198 Epoch 51/100 ---------- lr: 0.001 train loss: 2.1444 val loss: 0.7137 Epoch 52/100 ---------- lr: 0.001 train loss: 2.1930 val loss: 0.7227 Epoch 53/100 ---------- lr: 0.001 train loss: 2.1681 val loss: 0.6807 Epoch 54/100 ---------- lr: 0.001 train loss: 2.1099 val loss: 0.6553 Epoch 55/100 ---------- lr: 0.001 train loss: 2.0879 val loss: 0.6418 Epoch 56/100 ---------- lr: 0.001 train loss: 2.1277 val loss: 0.6673 Epoch 57/100 ---------- lr: 0.001 train loss: 2.0844 val loss: 0.6696 Epoch 58/100 ---------- lr: 0.001 train loss: 2.0871 val loss: 0.6517 Epoch 59/100 ---------- lr: 0.001 train loss: 2.0904 val loss: 0.8545 Epoch 60/100 ---------- lr: 0.001 train loss: 2.3216 val loss: 0.8271 Epoch 61/100 ---------- lr: 0.001 train loss: 2.0856 val loss: 0.6112 Epoch 62/100 ---------- lr: 0.001 train loss: 2.0423 val loss: 0.6039 Epoch 63/100 ---------- lr: 0.001 train loss: 2.0196 val loss: 0.5707 Epoch 64/100 ---------- lr: 0.001 train loss: 2.0638 val loss: 0.5950 Epoch 65/100 ---------- lr: 0.001 train loss: 2.0229 val loss: 0.6299 Epoch 66/100 ---------- lr: 0.001 train loss: 2.0192 val loss: 0.5878 Epoch 67/100 ---------- lr: 0.001 train loss: 2.0087 val loss: 0.5995 Epoch 68/100 ---------- lr: 0.001 train loss: 1.9974 val loss: 0.5824 Epoch 69/100 ---------- lr: 0.001 train loss: 2.0070 val loss: 0.5900 Epoch 70/100 ---------- lr: 0.001 train loss: 1.9849 val loss: 0.5644 Epoch 71/100 ---------- lr: 0.001 train loss: 2.0343 val loss: 0.6393 Epoch 72/100 ---------- lr: 0.001 train loss: 2.0223 val loss: 0.5784 Epoch 73/100 ---------- lr: 0.001 train loss: 1.9889 val loss: 0.5584 Epoch 74/100 ---------- lr: 0.001 train loss: 1.9759 val loss: 0.5552 Epoch 75/100 ---------- lr: 0.001 train loss: 1.9853 val loss: 0.5459 Epoch 76/100 ---------- lr: 0.001 train loss: 1.9782 val loss: 0.5442 Epoch 77/100 ---------- lr: 0.001 train loss: 1.9944 val loss: 0.5328 Epoch 78/100 ---------- lr: 0.001 train loss: 1.9774 val loss: 0.5462 Epoch 79/100 ---------- lr: 0.001 train loss: 1.9692 val loss: 0.5437 Epoch 80/100 ---------- lr: 0.001 train loss: 1.9556 val loss: 0.5473 Epoch 81/100 ---------- lr: 0.001 train loss: 1.9657 val loss: 0.5065 Epoch 82/100 ---------- lr: 0.001 train loss: 1.9349 val loss: 0.5292 Epoch 83/100 ---------- lr: 0.001 train loss: 1.9405 val loss: 0.5104 Epoch 84/100 ---------- lr: 0.001 train loss: 1.9454 val loss: 0.5030 Epoch 85/100 ---------- lr: 0.001 train loss: 1.9229 val loss: 0.5470 Epoch 86/100 ---------- lr: 0.001 train loss: 1.9494 val loss: 0.5238 Epoch 87/100 ---------- lr: 0.001 train loss: 1.9339 val loss: 0.4937 Epoch 88/100 ---------- lr: 0.001 train loss: 1.9744 val loss: 0.5371 Epoch 89/100 ---------- lr: 0.001 train loss: 1.9824 val loss: 0.7952 Epoch 90/100 ---------- lr: 0.001 train loss: 2.2132 val loss: 0.5963 Epoch 91/100 ---------- lr: 0.001 train loss: 1.9445 val loss: 0.5289 Epoch 92/100 ---------- lr: 0.001 train loss: 1.9077 val loss: 0.4987 Epoch 93/100 ---------- lr: 0.001 train loss: 1.8970 val loss: 0.4949 Epoch 94/100 ---------- lr: 0.001 train loss: 1.8876 val loss: 0.4877 Epoch 95/100 ---------- lr: 0.001 train loss: 1.8923 val loss: 0.5070 Epoch 96/100 ---------- lr: 0.001 train loss: 1.8964 val loss: 0.4737 Epoch 97/100 ---------- lr: 0.001 train loss: 1.9219 val loss: 0.5800 Epoch 98/100 ---------- lr: 0.001 train loss: 1.9217 val loss: 0.4925 Epoch 99/100 ---------- lr: 0.001 train loss: 1.8890 val loss: 0.4724 Epoch 100/100 ---------- lr: 0.001 train loss: 1.8815 val loss: 0.4894 Training complete in 7m 5s Best val loss: 0.4724 at epoch 99 Val MSE at best epoch: 0.1904