Epoch 1/100 ---------- lr: 0.001 train loss: 17.0019 val loss: 4.9865 Epoch 2/100 ---------- lr: 0.001 train loss: 4.9496 val loss: 3.9621 Epoch 3/100 ---------- lr: 0.001 train loss: 4.1010 val loss: 2.6775 Epoch 4/100 ---------- lr: 0.001 train loss: 3.5907 val loss: 2.4635 Epoch 5/100 ---------- lr: 0.001 train loss: 3.2054 val loss: 2.3314 Epoch 6/100 ---------- lr: 0.001 train loss: 3.1700 val loss: 2.0827 Epoch 7/100 ---------- lr: 0.001 train loss: 2.7881 val loss: 1.8379 Epoch 8/100 ---------- lr: 0.001 train loss: 3.1045 val loss: 2.1654 Epoch 9/100 ---------- lr: 0.001 train loss: 2.7733 val loss: 1.6740 Epoch 10/100 ---------- lr: 0.001 train loss: 2.4366 val loss: 1.3703 Epoch 11/100 ---------- lr: 0.001 train loss: 2.2678 val loss: 1.3203 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2219 val loss: 1.2839 Epoch 13/100 ---------- lr: 0.001 train loss: 2.0888 val loss: 1.1572 Epoch 14/100 ---------- lr: 0.001 train loss: 2.0914 val loss: 1.2063 Epoch 15/100 ---------- lr: 0.001 train loss: 2.0171 val loss: 1.1000 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8938 val loss: 1.0876 Epoch 17/100 ---------- lr: 0.001 train loss: 1.8484 val loss: 0.9511 Epoch 18/100 ---------- lr: 0.001 train loss: 1.7920 val loss: 1.0422 Epoch 19/100 ---------- lr: 0.001 train loss: 1.9044 val loss: 0.9112 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6542 val loss: 0.8121 Epoch 21/100 ---------- lr: 0.001 train loss: 1.6684 val loss: 0.9815 Epoch 22/100 ---------- lr: 0.001 train loss: 1.7032 val loss: 1.1943 Epoch 23/100 ---------- lr: 0.001 train loss: 1.6435 val loss: 0.7644 Epoch 24/100 ---------- lr: 0.001 train loss: 1.5742 val loss: 0.7045 Epoch 25/100 ---------- lr: 0.001 train loss: 1.4689 val loss: 0.6868 Epoch 26/100 ---------- lr: 0.001 train loss: 1.4843 val loss: 0.7636 Epoch 27/100 ---------- lr: 0.001 train loss: 1.5887 val loss: 0.7922 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5255 val loss: 0.7476 Epoch 29/100 ---------- lr: 0.001 train loss: 1.4295 val loss: 0.6606 Epoch 30/100 ---------- lr: 0.001 train loss: 1.3663 val loss: 0.5980 Epoch 31/100 ---------- lr: 0.001 train loss: 1.3486 val loss: 0.5754 Epoch 32/100 ---------- lr: 0.001 train loss: 1.3359 val loss: 0.5302 Epoch 33/100 ---------- lr: 0.001 train loss: 1.3140 val loss: 0.6748 Epoch 34/100 ---------- lr: 0.001 train loss: 1.5673 val loss: 0.5772 Epoch 35/100 ---------- lr: 0.001 train loss: 1.2945 val loss: 0.5108 Epoch 36/100 ---------- lr: 0.001 train loss: 1.2626 val loss: 0.5346 Epoch 37/100 ---------- lr: 0.001 train loss: 1.4919 val loss: 0.9866 Epoch 38/100 ---------- lr: 0.001 train loss: 1.5111 val loss: 0.5619 Epoch 39/100 ---------- lr: 0.001 train loss: 1.2394 val loss: 0.4622 Epoch 40/100 ---------- lr: 0.001 train loss: 1.1977 val loss: 0.4367 Epoch 41/100 ---------- lr: 0.001 train loss: 1.1841 val loss: 0.4332 Epoch 42/100 ---------- lr: 0.001 train loss: 1.1926 val loss: 0.4987 Epoch 43/100 ---------- lr: 0.001 train loss: 1.2942 val loss: 0.7044 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2085 val loss: 0.4335 Epoch 45/100 ---------- lr: 0.001 train loss: 1.1565 val loss: 0.5088 Epoch 46/100 ---------- lr: 0.001 train loss: 1.1621 val loss: 0.3919 Epoch 47/100 ---------- lr: 0.001 train loss: 1.1463 val loss: 0.4485 Epoch 48/100 ---------- lr: 0.001 train loss: 1.1667 val loss: 0.4498 Epoch 49/100 ---------- lr: 0.001 train loss: 1.1296 val loss: 0.3927 Epoch 50/100 ---------- lr: 0.001 train loss: 1.2099 val loss: 0.4681 Epoch 51/100 ---------- lr: 0.001 train loss: 1.1313 val loss: 0.3947 Epoch 52/100 ---------- lr: 0.001 train loss: 1.1389 val loss: 0.5013 Epoch 53/100 ---------- lr: 0.001 train loss: 1.2448 val loss: 0.4096 Epoch 54/100 ---------- lr: 0.001 train loss: 1.1062 val loss: 0.3373 Epoch 55/100 ---------- lr: 0.001 train loss: 1.0680 val loss: 0.3321 Epoch 56/100 ---------- lr: 0.001 train loss: 1.1399 val loss: 0.4524 Epoch 57/100 ---------- lr: 0.001 train loss: 1.0951 val loss: 0.3225 Epoch 58/100 ---------- lr: 0.001 train loss: 1.1056 val loss: 0.3387 Epoch 59/100 ---------- lr: 0.001 train loss: 1.0637 val loss: 0.3350 Epoch 60/100 ---------- lr: 0.001 train loss: 1.0403 val loss: 0.2945 Epoch 61/100 ---------- lr: 0.001 train loss: 1.0416 val loss: 0.3300 Epoch 62/100 ---------- lr: 0.001 train loss: 1.0507 val loss: 0.5115 Epoch 63/100 ---------- lr: 0.001 train loss: 1.0732 val loss: 0.3318 Epoch 64/100 ---------- lr: 0.001 train loss: 1.0427 val loss: 0.2894 Epoch 65/100 ---------- lr: 0.001 train loss: 1.1156 val loss: 0.4017 Epoch 66/100 ---------- lr: 0.001 train loss: 1.0794 val loss: 0.2849 Epoch 67/100 ---------- lr: 0.001 train loss: 1.0325 val loss: 0.3225 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0171 val loss: 0.2902 Epoch 69/100 ---------- lr: 0.001 train loss: 1.1398 val loss: 0.2997 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0137 val loss: 0.2760 Epoch 71/100 ---------- lr: 0.001 train loss: 1.0019 val loss: 0.2713 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0020 val loss: 0.2874 Epoch 73/100 ---------- lr: 0.001 train loss: 0.9974 val loss: 0.2688 Epoch 74/100 ---------- lr: 0.001 train loss: 1.1708 val loss: 0.3934 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0710 val loss: 0.2966 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0011 val loss: 0.2836 Epoch 77/100 ---------- lr: 0.001 train loss: 0.9932 val loss: 0.2656 Epoch 78/100 ---------- lr: 0.001 train loss: 0.9767 val loss: 0.2646 Epoch 79/100 ---------- lr: 0.001 train loss: 0.9788 val loss: 0.2565 Epoch 80/100 ---------- lr: 0.001 train loss: 0.9891 val loss: 0.2646 Epoch 81/100 ---------- lr: 0.001 train loss: 0.9802 val loss: 0.2611 Epoch 82/100 ---------- lr: 0.001 train loss: 1.0238 val loss: 0.2753 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0287 val loss: 0.2769 Epoch 84/100 ---------- lr: 0.001 train loss: 0.9711 val loss: 0.2361 Epoch 85/100 ---------- lr: 0.001 train loss: 0.9610 val loss: 0.2394 Epoch 86/100 ---------- lr: 0.001 train loss: 0.9666 val loss: 0.2544 Epoch 87/100 ---------- lr: 0.001 train loss: 0.9996 val loss: 0.3142 Epoch 88/100 ---------- lr: 0.001 train loss: 1.0295 val loss: 0.3251 Epoch 89/100 ---------- lr: 0.001 train loss: 0.9741 val loss: 0.2571 Epoch 90/100 ---------- lr: 0.001 train loss: 0.9560 val loss: 0.2390 Epoch 91/100 ---------- lr: 0.001 train loss: 0.9484 val loss: 0.2714 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0885 val loss: 0.4393 Epoch 93/100 ---------- lr: 0.001 train loss: 1.0099 val loss: 0.2406 Epoch 94/100 ---------- lr: 0.001 train loss: 0.9444 val loss: 0.2284 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9448 val loss: 0.2323 Epoch 96/100 ---------- lr: 0.001 train loss: 0.9456 val loss: 0.2423 Epoch 97/100 ---------- lr: 0.001 train loss: 0.9425 val loss: 0.2481 Epoch 98/100 ---------- lr: 0.001 train loss: 0.9408 val loss: 0.2288 Epoch 99/100 ---------- lr: 0.001 train loss: 0.9834 val loss: 0.2520 Epoch 100/100 ---------- lr: 0.001 train loss: 0.9509 val loss: 0.2506 Training complete in 22m 57s Best val loss: 0.2284 at epoch 94 Val MSE at best epoch: 0.0967