Epoch 1/100 ---------- lr: 0.005 train loss: 6.7306 val loss: 3.5851 Epoch 2/100 ---------- lr: 0.005 train loss: 3.3960 val loss: 2.7252 Epoch 3/100 ---------- lr: 0.005 train loss: 3.0555 val loss: 2.2550 Epoch 4/100 ---------- lr: 0.005 train loss: 2.9409 val loss: 2.8714 Epoch 5/100 ---------- lr: 0.005 train loss: 2.4185 val loss: 1.9870 Epoch 6/100 ---------- lr: 0.005 train loss: 2.0156 val loss: 1.7652 Epoch 7/100 ---------- lr: 0.005 train loss: 1.9923 val loss: 1.3600 Epoch 8/100 ---------- lr: 0.005 train loss: 1.6889 val loss: 1.2045 Epoch 9/100 ---------- lr: 0.005 train loss: 1.5248 val loss: 0.9451 Epoch 10/100 ---------- lr: 0.005 train loss: 1.3833 val loss: 0.9412 Epoch 11/100 ---------- lr: 0.005 train loss: 1.3454 val loss: 0.9595 Epoch 12/100 ---------- lr: 0.005 train loss: 1.4323 val loss: 0.9155 Epoch 13/100 ---------- lr: 0.005 train loss: 1.3459 val loss: 0.9466 Epoch 14/100 ---------- lr: 0.005 train loss: 1.3322 val loss: 0.9887 Epoch 15/100 ---------- lr: 0.005 train loss: 1.2552 val loss: 0.6611 Epoch 16/100 ---------- lr: 0.005 train loss: 1.0582 val loss: 0.6456 Epoch 17/100 ---------- lr: 0.005 train loss: 0.9837 val loss: 0.5280 Epoch 18/100 ---------- lr: 0.005 train loss: 1.0023 val loss: 0.7407 Epoch 19/100 ---------- lr: 0.005 train loss: 1.3061 val loss: 0.7454 Epoch 20/100 ---------- lr: 0.005 train loss: 0.9674 val loss: 0.5541 Epoch 21/100 ---------- lr: 0.005 train loss: 0.9359 val loss: 0.5184 Epoch 22/100 ---------- lr: 0.005 train loss: 0.8819 val loss: 0.5857 Epoch 23/100 ---------- lr: 0.005 train loss: 0.8519 val loss: 0.4385 Epoch 24/100 ---------- lr: 0.005 train loss: 0.9178 val loss: 0.7135 Epoch 25/100 ---------- lr: 0.005 train loss: 1.0784 val loss: 0.5470 Epoch 26/100 ---------- lr: 0.005 train loss: 0.8555 val loss: 0.4304 Epoch 27/100 ---------- lr: 0.005 train loss: 0.7803 val loss: 0.4407 Epoch 28/100 ---------- lr: 0.005 train loss: 0.7724 val loss: 0.4779 Epoch 29/100 ---------- lr: 0.005 train loss: 0.7886 val loss: 0.5320 Epoch 30/100 ---------- lr: 0.005 train loss: 1.0268 val loss: 1.0084 Epoch 31/100 ---------- lr: 0.005 train loss: 0.9207 val loss: 0.4396 Epoch 32/100 ---------- lr: 0.005 train loss: 0.7308 val loss: 0.3786 Epoch 33/100 ---------- lr: 0.005 train loss: 0.7211 val loss: 0.3449 Epoch 34/100 ---------- lr: 0.005 train loss: 0.7083 val loss: 0.3394 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8423 val loss: 0.6616 Epoch 36/100 ---------- lr: 0.005 train loss: 0.7204 val loss: 0.3822 Epoch 37/100 ---------- lr: 0.005 train loss: 0.6990 val loss: 0.3397 Epoch 38/100 ---------- lr: 0.005 train loss: 0.6569 val loss: 0.3089 Epoch 39/100 ---------- lr: 0.005 train loss: 0.7755 val loss: 0.4185 Epoch 40/100 ---------- lr: 0.005 train loss: 0.7453 val loss: 0.3540 Epoch 41/100 ---------- lr: 0.005 train loss: 0.7245 val loss: 0.3147 Epoch 42/100 ---------- lr: 0.005 train loss: 0.6328 val loss: 0.2703 Epoch 43/100 ---------- lr: 0.005 train loss: 0.7115 val loss: 0.3827 Epoch 44/100 ---------- lr: 0.005 train loss: 0.6665 val loss: 0.2868 Epoch 45/100 ---------- lr: 0.005 train loss: 0.6250 val loss: 0.2541 Epoch 46/100 ---------- lr: 0.005 train loss: 0.6872 val loss: 0.3860 Epoch 47/100 ---------- lr: 0.005 train loss: 0.6683 val loss: 0.3306 Epoch 48/100 ---------- lr: 0.005 train loss: 0.6993 val loss: 0.8970 Epoch 49/100 ---------- lr: 0.005 train loss: 0.9918 val loss: 0.3744 Epoch 50/100 ---------- lr: 0.005 train loss: 0.6304 val loss: 0.2686 Epoch 51/100 ---------- lr: 0.005 train loss: 0.5875 val loss: 0.2771 Epoch 52/100 ---------- lr: 0.005 train loss: 0.5872 val loss: 0.2463 Epoch 53/100 ---------- lr: 0.005 train loss: 0.6030 val loss: 0.2570 Epoch 54/100 ---------- lr: 0.005 train loss: 0.6330 val loss: 0.2842 Epoch 55/100 ---------- lr: 0.005 train loss: 0.6313 val loss: 0.3407 Epoch 56/100 ---------- lr: 0.005 train loss: 0.5794 val loss: 0.2529 Epoch 57/100 ---------- lr: 0.005 train loss: 0.5992 val loss: 0.3322 Epoch 58/100 ---------- lr: 0.005 train loss: 0.7617 val loss: 0.3175 Epoch 59/100 ---------- lr: 0.005 train loss: 0.5966 val loss: 0.2521 Epoch 60/100 ---------- lr: 0.005 train loss: 0.5929 val loss: 0.2403 Epoch 61/100 ---------- lr: 0.005 train loss: 0.5893 val loss: 0.2785 Epoch 62/100 ---------- lr: 0.005 train loss: 0.6022 val loss: 0.2727 Epoch 63/100 ---------- lr: 0.005 train loss: 0.5545 val loss: 0.2254 Epoch 64/100 ---------- lr: 0.005 train loss: 0.5690 val loss: 0.2452 Epoch 65/100 ---------- lr: 0.005 train loss: 0.5738 val loss: 0.2854 Epoch 66/100 ---------- lr: 0.005 train loss: 0.6613 val loss: 0.5443 Epoch 67/100 ---------- lr: 0.005 train loss: 0.7492 val loss: 0.3587 Epoch 68/100 ---------- lr: 0.005 train loss: 0.5765 val loss: 0.2049 Epoch 69/100 ---------- lr: 0.005 train loss: 0.5197 val loss: 0.2642 Epoch 70/100 ---------- lr: 0.005 train loss: 0.5394 val loss: 0.2274 Epoch 71/100 ---------- lr: 0.005 train loss: 0.5370 val loss: 0.3091 Epoch 72/100 ---------- lr: 0.005 train loss: 0.7451 val loss: 0.4160 Epoch 73/100 ---------- lr: 0.005 train loss: 0.7932 val loss: 0.4441 Epoch 74/100 ---------- lr: 0.005 train loss: 0.6986 val loss: 0.2762 Epoch 75/100 ---------- lr: 0.005 train loss: 0.5591 val loss: 0.1867 Epoch 76/100 ---------- lr: 0.005 train loss: 0.5300 val loss: 0.1970 Epoch 77/100 ---------- lr: 0.005 train loss: 0.5219 val loss: 0.1927 Epoch 78/100 ---------- lr: 0.005 train loss: 0.5296 val loss: 0.1895 Epoch 79/100 ---------- lr: 0.005 train loss: 0.5656 val loss: 0.3478 Epoch 80/100 ---------- lr: 0.005 train loss: 0.6160 val loss: 0.2500 Epoch 81/100 ---------- lr: 0.005 train loss: 0.5387 val loss: 0.2104 Epoch 82/100 ---------- lr: 0.005 train loss: 0.5228 val loss: 0.2073 Epoch 83/100 ---------- lr: 0.005 train loss: 0.5787 val loss: 0.2665 Epoch 84/100 ---------- lr: 0.005 train loss: 0.6145 val loss: 0.4234 Epoch 85/100 ---------- lr: 0.005 train loss: 0.5836 val loss: 0.1824 Epoch 86/100 ---------- lr: 0.005 train loss: 0.5299 val loss: 0.2030 Epoch 87/100 ---------- lr: 0.005 train loss: 0.5212 val loss: 0.2103 Epoch 88/100 ---------- lr: 0.005 train loss: 0.5214 val loss: 0.1814 Epoch 89/100 ---------- lr: 0.005 train loss: 0.5287 val loss: 0.2226 Epoch 90/100 ---------- lr: 0.005 train loss: 1.9521 val loss: 5.9659 Epoch 91/100 ---------- lr: 0.005 train loss: 5.1219 val loss: 4.7328 Epoch 92/100 ---------- lr: 0.005 train loss: 6.0502 val loss: 5.9526 Epoch 93/100 ---------- lr: 0.005 train loss: 6.2483 val loss: 5.2394 Epoch 94/100 ---------- lr: 0.005 train loss: 5.3042 val loss: 4.5326 Epoch 95/100 ---------- lr: 0.005 train loss: 4.8775 val loss: 4.2877 Epoch 96/100 ---------- lr: 0.005 train loss: 4.8809 val loss: 4.4334 Epoch 97/100 ---------- lr: 0.005 train loss: 4.6759 val loss: 4.2713 Epoch 98/100 ---------- lr: 0.005 train loss: 4.5281 val loss: 4.1631 Epoch 99/100 ---------- lr: 0.005 train loss: 4.3750 val loss: 4.2442 Epoch 100/100 ---------- lr: 0.005 train loss: 4.4132 val loss: 4.1321 Training complete in 10m 12s Best val loss: 0.1814 at epoch 88 Val MSE at best epoch: 0.0770