Epoch 1/100 ---------- lr: 0.01 train loss: 7.8871 val loss: 4.0986 Epoch 2/100 ---------- lr: 0.01 train loss: 3.8659 val loss: 2.7782 Epoch 3/100 ---------- lr: 0.01 train loss: 3.3274 val loss: 2.7969 Epoch 4/100 ---------- lr: 0.01 train loss: 2.8314 val loss: 2.1045 Epoch 5/100 ---------- lr: 0.01 train loss: 2.6529 val loss: 1.8214 Epoch 6/100 ---------- lr: 0.01 train loss: 2.2983 val loss: 1.5280 Epoch 7/100 ---------- lr: 0.01 train loss: 2.0477 val loss: 1.3672 Epoch 8/100 ---------- lr: 0.01 train loss: 1.9777 val loss: 1.5142 Epoch 9/100 ---------- lr: 0.01 train loss: 1.8865 val loss: 1.2794 Epoch 10/100 ---------- lr: 0.01 train loss: 2.9734 val loss: 1.9143 Epoch 11/100 ---------- lr: 0.01 train loss: 2.1911 val loss: 1.2666 Epoch 12/100 ---------- lr: 0.01 train loss: 1.6725 val loss: 0.9820 Epoch 13/100 ---------- lr: 0.01 train loss: 1.7712 val loss: 1.5480 Epoch 14/100 ---------- lr: 0.01 train loss: 1.6913 val loss: 1.0348 Epoch 15/100 ---------- lr: 0.01 train loss: 1.4419 val loss: 0.7425 Epoch 16/100 ---------- lr: 0.01 train loss: 1.3947 val loss: 0.8991 Epoch 17/100 ---------- lr: 0.01 train loss: 1.3691 val loss: 0.7465 Epoch 18/100 ---------- lr: 0.01 train loss: 1.4708 val loss: 1.0126 Epoch 19/100 ---------- lr: 0.01 train loss: 1.2985 val loss: 0.8581 Epoch 20/100 ---------- lr: 0.01 train loss: 1.3797 val loss: 0.9712 Epoch 21/100 ---------- lr: 0.01 train loss: 1.2721 val loss: 0.6418 Epoch 22/100 ---------- lr: 0.01 train loss: 1.1709 val loss: 0.9773 Epoch 23/100 ---------- lr: 0.01 train loss: 1.2137 val loss: 0.5473 Epoch 24/100 ---------- lr: 0.01 train loss: 1.1862 val loss: 0.6268 Epoch 25/100 ---------- lr: 0.01 train loss: 1.2987 val loss: 0.8333 Epoch 26/100 ---------- lr: 0.01 train loss: 1.1856 val loss: 0.5436 Epoch 27/100 ---------- lr: 0.01 train loss: 1.0890 val loss: 0.6251 Epoch 28/100 ---------- lr: 0.01 train loss: 1.1651 val loss: 0.6045 Epoch 29/100 ---------- lr: 0.01 train loss: 1.1027 val loss: 0.7655 Epoch 30/100 ---------- lr: 0.01 train loss: 1.0763 val loss: 0.5601 Epoch 31/100 ---------- lr: 0.01 train loss: 1.0277 val loss: 0.5368 Epoch 32/100 ---------- lr: 0.01 train loss: 1.0214 val loss: 0.6022 Epoch 33/100 ---------- lr: 0.01 train loss: 1.0728 val loss: 0.6902 Epoch 34/100 ---------- lr: 0.01 train loss: 2.0494 val loss: 1.3614 Epoch 35/100 ---------- lr: 0.01 train loss: 7.6828 val loss: 11.5855 Epoch 36/100 ---------- lr: 0.01 train loss: 9.3946 val loss: 6.9238 Epoch 37/100 ---------- lr: 0.01 train loss: 7.4886 val loss: 5.9844 Epoch 38/100 ---------- lr: 0.01 train loss: 7.1942 val loss: 6.3150 Epoch 39/100 ---------- lr: 0.01 train loss: 7.6342 val loss: 6.9294 Epoch 40/100 ---------- lr: 0.01 train loss: 8.8296 val loss: 9.2449 Epoch 41/100 ---------- lr: 0.01 train loss: 9.9232 val loss: 8.1768 Epoch 42/100 ---------- lr: 0.01 train loss: 8.7598 val loss: 7.3463 Epoch 43/100 ---------- lr: 0.01 train loss: 7.6916 val loss: 6.7525 Epoch 44/100 ---------- lr: 0.01 train loss: 7.2593 val loss: 6.3012 Epoch 45/100 ---------- lr: 0.01 train loss: 6.8238 val loss: 5.9680 Epoch 46/100 ---------- lr: 0.01 train loss: 6.5677 val loss: 5.8856 Epoch 47/100 ---------- lr: 0.01 train loss: 6.4625 val loss: 6.0010 Epoch 48/100 ---------- lr: 0.01 train loss: 6.7210 val loss: 6.3229 Epoch 49/100 ---------- lr: 0.01 train loss: 6.4852 val loss: 5.9049 Epoch 50/100 ---------- lr: 0.01 train loss: 6.7089 val loss: 6.6236 Epoch 51/100 ---------- lr: 0.01 train loss: 6.8982 val loss: 6.3226 Epoch 52/100 ---------- lr: 0.01 train loss: 7.1285 val loss: 6.8229 Epoch 53/100 ---------- lr: 0.005 train loss: 7.6779 val loss: 7.0358 Epoch 54/100 ---------- lr: 0.005 train loss: 7.5294 val loss: 6.4843 Epoch 55/100 ---------- lr: 0.005 train loss: 7.1737 val loss: 6.3034 Epoch 56/100 ---------- lr: 0.005 train loss: 7.0869 val loss: 6.5513 Epoch 57/100 ---------- lr: 0.005 train loss: 6.9310 val loss: 6.2886 Epoch 58/100 ---------- lr: 0.005 train loss: 7.0128 val loss: 6.4785 Epoch 59/100 ---------- lr: 0.005 train loss: 7.0308 val loss: 6.5890 Epoch 60/100 ---------- lr: 0.005 train loss: 7.1323 val loss: 6.5182 Epoch 61/100 ---------- lr: 0.005 train loss: 6.6993 val loss: 6.2705 Epoch 62/100 ---------- lr: 0.005 train loss: 6.6207 val loss: 6.5316 Epoch 63/100 ---------- lr: 0.005 train loss: 6.9381 val loss: 6.4423 Epoch 64/100 ---------- lr: 0.005 train loss: 7.0759 val loss: 6.6205 Epoch 65/100 ---------- lr: 0.005 train loss: 7.1294 val loss: 6.2308 Epoch 66/100 ---------- lr: 0.005 train loss: 6.8836 val loss: 6.8050 Epoch 67/100 ---------- lr: 0.005 train loss: 7.0540 val loss: 5.9220 Epoch 68/100 ---------- lr: 0.005 train loss: 6.8803 val loss: 6.2992 Epoch 69/100 ---------- lr: 0.005 train loss: 7.2634 val loss: 6.4294 Epoch 70/100 ---------- lr: 0.005 train loss: 6.9991 val loss: 6.4899 Epoch 71/100 ---------- lr: 0.005 train loss: 6.7899 val loss: 6.3527 Epoch 72/100 ---------- lr: 0.005 train loss: 7.1454 val loss: 6.6856 Epoch 73/100 ---------- lr: 0.005 train loss: 7.1296 val loss: 6.6206 Epoch 74/100 ---------- lr: 0.0025 train loss: 7.1540 val loss: 6.8486 Epoch 75/100 ---------- lr: 0.0025 train loss: 7.2037 val loss: 6.5827 Epoch 76/100 ---------- lr: 0.0025 train loss: 7.2006 val loss: 6.7548 Epoch 77/100 ---------- lr: 0.0025 train loss: 7.0955 val loss: 6.7674 Epoch 78/100 ---------- lr: 0.0025 train loss: 6.9356 val loss: 6.4809 Epoch 79/100 ---------- lr: 0.0025 train loss: 6.7790 val loss: 6.4123 Epoch 80/100 ---------- lr: 0.0025 train loss: 6.7259 val loss: 6.2995 Epoch 81/100 ---------- lr: 0.0025 train loss: 6.6607 val loss: 6.2485 Epoch 82/100 ---------- lr: 0.0025 train loss: 6.5408 val loss: 6.1588 Epoch 83/100 ---------- lr: 0.0025 train loss: 6.4562 val loss: 6.1043 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.4750 val loss: 6.0399 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.3742 val loss: 6.0431 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.4467 val loss: 6.1206 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.4599 val loss: 6.1507 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.4935 val loss: 5.9599 Epoch 89/100 ---------- lr: 0.0025 train loss: 6.6268 val loss: 6.0574 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.6413 val loss: 6.1903 Epoch 91/100 ---------- lr: 0.0025 train loss: 6.5395 val loss: 6.0468 Epoch 92/100 ---------- lr: 0.0025 train loss: 6.4157 val loss: 6.0194 Epoch 93/100 ---------- lr: 0.0025 train loss: 6.3081 val loss: 5.8584 Epoch 94/100 ---------- lr: 0.0025 train loss: 6.3363 val loss: 5.9744 Epoch 95/100 ---------- lr: 0.00125 train loss: 6.2646 val loss: 5.7977 Epoch 96/100 ---------- lr: 0.00125 train loss: 6.2099 val loss: 5.8111 Epoch 97/100 ---------- lr: 0.00125 train loss: 6.1970 val loss: 5.7875 Epoch 98/100 ---------- lr: 0.00125 train loss: 6.1740 val loss: 5.6562 Epoch 99/100 ---------- lr: 0.00125 train loss: 6.1716 val loss: 5.6020 Epoch 100/100 ---------- lr: 0.00125 train loss: 6.1366 val loss: 5.4648 Training complete in 7m 41s Best val loss: 0.5368 at epoch 31 Val MSE at best epoch: 0.2217