Epoch 1/100 ---------- lr: 0.01 train loss: 9.8610 val loss: 3.5670 Epoch 2/100 ---------- lr: 0.01 train loss: 4.5457 val loss: 2.8235 Epoch 3/100 ---------- lr: 0.01 train loss: 4.2093 val loss: 2.6682 Epoch 4/100 ---------- lr: 0.01 train loss: 4.0071 val loss: 2.3710 Epoch 5/100 ---------- lr: 0.01 train loss: 3.5445 val loss: 2.2713 Epoch 6/100 ---------- lr: 0.01 train loss: 3.4258 val loss: 2.2832 Epoch 7/100 ---------- lr: 0.01 train loss: 3.3686 val loss: 1.9943 Epoch 8/100 ---------- lr: 0.01 train loss: 3.1464 val loss: 1.6324 Epoch 9/100 ---------- lr: 0.01 train loss: 3.0249 val loss: 1.5535 Epoch 10/100 ---------- lr: 0.01 train loss: 2.9422 val loss: 1.5976 Epoch 11/100 ---------- lr: 0.01 train loss: 2.8641 val loss: 1.3793 Epoch 12/100 ---------- lr: 0.01 train loss: 3.3687 val loss: 1.8028 Epoch 13/100 ---------- lr: 0.01 train loss: 2.8308 val loss: 1.3028 Epoch 14/100 ---------- lr: 0.01 train loss: 2.7345 val loss: 1.5012 Epoch 15/100 ---------- lr: 0.01 train loss: 2.6383 val loss: 1.2719 Epoch 16/100 ---------- lr: 0.01 train loss: 2.6149 val loss: 1.1128 Epoch 17/100 ---------- lr: 0.01 train loss: 2.5301 val loss: 1.0199 Epoch 18/100 ---------- lr: 0.01 train loss: 2.5076 val loss: 1.6287 Epoch 19/100 ---------- lr: 0.01 train loss: 3.4306 val loss: 2.5895 Epoch 20/100 ---------- lr: 0.01 train loss: 3.3630 val loss: 1.7602 Epoch 21/100 ---------- lr: 0.01 train loss: 2.9057 val loss: 1.4437 Epoch 22/100 ---------- lr: 0.01 train loss: 2.7011 val loss: 1.2640 Epoch 23/100 ---------- lr: 0.01 train loss: 2.5689 val loss: 1.1947 Epoch 24/100 ---------- lr: 0.01 train loss: 2.5487 val loss: 1.1813 Epoch 25/100 ---------- lr: 0.01 train loss: 2.5269 val loss: 1.1142 Epoch 26/100 ---------- lr: 0.01 train loss: 2.4472 val loss: 1.0958 Epoch 27/100 ---------- lr: 0.01 train loss: 2.4061 val loss: 0.9922 Epoch 28/100 ---------- lr: 0.01 train loss: 2.6419 val loss: 1.3073 Epoch 29/100 ---------- lr: 0.01 train loss: 2.5221 val loss: 1.2062 Epoch 30/100 ---------- lr: 0.01 train loss: 3.0489 val loss: 1.4662 Epoch 31/100 ---------- lr: 0.01 train loss: 2.6839 val loss: 1.1965 Epoch 32/100 ---------- lr: 0.01 train loss: 2.4950 val loss: 1.2825 Epoch 33/100 ---------- lr: 0.01 train loss: 2.7768 val loss: 1.2525 Epoch 34/100 ---------- lr: 0.01 train loss: 2.5347 val loss: 1.1836 Epoch 35/100 ---------- lr: 0.01 train loss: 2.4100 val loss: 0.9924 Epoch 36/100 ---------- lr: 0.01 train loss: 2.3167 val loss: 0.9215 Epoch 37/100 ---------- lr: 0.01 train loss: 2.3118 val loss: 0.9803 Epoch 38/100 ---------- lr: 0.01 train loss: 2.3059 val loss: 0.9891 Epoch 39/100 ---------- lr: 0.01 train loss: 2.3864 val loss: 0.9993 Epoch 40/100 ---------- lr: 0.01 train loss: 2.2684 val loss: 1.0888 Epoch 41/100 ---------- lr: 0.01 train loss: 2.2507 val loss: 0.8625 Epoch 42/100 ---------- lr: 0.01 train loss: 2.2344 val loss: 0.9485 Epoch 43/100 ---------- lr: 0.01 train loss: 2.3004 val loss: 1.0105 Epoch 44/100 ---------- lr: 0.01 train loss: 2.3539 val loss: 1.0023 Epoch 45/100 ---------- lr: 0.01 train loss: 2.3243 val loss: 0.8516 Epoch 46/100 ---------- lr: 0.01 train loss: 2.1897 val loss: 0.9437 Epoch 47/100 ---------- lr: 0.01 train loss: 2.1729 val loss: 0.9430 Epoch 48/100 ---------- lr: 0.01 train loss: 2.1462 val loss: 0.8471 Epoch 49/100 ---------- lr: 0.01 train loss: 2.1957 val loss: 0.8830 Epoch 50/100 ---------- lr: 0.01 train loss: 2.2456 val loss: 0.9329 Epoch 51/100 ---------- lr: 0.01 train loss: 2.2033 val loss: 0.9957 Epoch 52/100 ---------- lr: 0.01 train loss: 2.1678 val loss: 0.8965 Epoch 53/100 ---------- lr: 0.01 train loss: 2.1222 val loss: 0.8945 Epoch 54/100 ---------- lr: 0.01 train loss: 2.1967 val loss: 0.8298 Epoch 55/100 ---------- lr: 0.01 train loss: 2.2465 val loss: 1.2847 Epoch 56/100 ---------- lr: 0.01 train loss: 2.4815 val loss: 1.3683 Epoch 57/100 ---------- lr: 0.01 train loss: 2.6609 val loss: 1.3092 Epoch 58/100 ---------- lr: 0.01 train loss: 2.7271 val loss: 1.6977 Epoch 59/100 ---------- lr: 0.01 train loss: 2.8895 val loss: 1.8256 Epoch 60/100 ---------- lr: 0.01 train loss: 3.7020 val loss: 3.0418 Epoch 61/100 ---------- lr: 0.01 train loss: 6.2170 val loss: 5.7253 Epoch 62/100 ---------- lr: 0.01 train loss: 7.0169 val loss: 5.5526 Epoch 63/100 ---------- lr: 0.01 train loss: 7.0721 val loss: 5.6213 Epoch 64/100 ---------- lr: 0.01 train loss: 7.1063 val loss: 6.2561 Epoch 65/100 ---------- lr: 0.01 train loss: 7.4010 val loss: 6.8126 Epoch 66/100 ---------- lr: 0.01 train loss: 7.8375 val loss: 6.4448 Epoch 67/100 ---------- lr: 0.01 train loss: 7.9971 val loss: 6.8029 Epoch 68/100 ---------- lr: 0.01 train loss: 7.7874 val loss: 6.4817 Epoch 69/100 ---------- lr: 0.01 train loss: 7.9803 val loss: 7.4611 Epoch 70/100 ---------- lr: 0.01 train loss: 9.2496 val loss: 7.4562 Epoch 71/100 ---------- lr: 0.01 train loss: 8.3721 val loss: 6.7475 Epoch 72/100 ---------- lr: 0.01 train loss: 8.1047 val loss: 6.7057 Epoch 73/100 ---------- lr: 0.01 train loss: 8.1512 val loss: 6.7028 Epoch 74/100 ---------- lr: 0.01 train loss: 7.9270 val loss: 6.4147 Epoch 75/100 ---------- lr: 0.01 train loss: 7.8726 val loss: 6.5434 Epoch 76/100 ---------- lr: 0.005 train loss: 7.7909 val loss: 6.5093 Epoch 77/100 ---------- lr: 0.005 train loss: 7.8334 val loss: 6.4014 Epoch 78/100 ---------- lr: 0.005 train loss: 7.7942 val loss: 6.5227 Epoch 79/100 ---------- lr: 0.005 train loss: 7.7663 val loss: 6.5026 Epoch 80/100 ---------- lr: 0.005 train loss: 7.7683 val loss: 6.4837 Epoch 81/100 ---------- lr: 0.005 train loss: 7.8256 val loss: 6.8025 Epoch 82/100 ---------- lr: 0.005 train loss: 7.7854 val loss: 6.5644 Epoch 83/100 ---------- lr: 0.005 train loss: 7.6544 val loss: 6.5175 Epoch 84/100 ---------- lr: 0.005 train loss: 7.6536 val loss: 6.6332 Epoch 85/100 ---------- lr: 0.005 train loss: 7.8377 val loss: 6.9218 Epoch 86/100 ---------- lr: 0.005 train loss: 7.8656 val loss: 6.6936 Epoch 87/100 ---------- lr: 0.005 train loss: 7.9854 val loss: 6.7474 Epoch 88/100 ---------- lr: 0.005 train loss: 7.8903 val loss: 6.5029 Epoch 89/100 ---------- lr: 0.005 train loss: 7.8458 val loss: 6.4992 Epoch 90/100 ---------- lr: 0.005 train loss: 7.7260 val loss: 6.3096 Epoch 91/100 ---------- lr: 0.005 train loss: 7.6720 val loss: 6.7850 Epoch 92/100 ---------- lr: 0.005 train loss: 7.7018 val loss: 6.5169 Epoch 93/100 ---------- lr: 0.005 train loss: 7.7336 val loss: 6.5972 Epoch 94/100 ---------- lr: 0.005 train loss: 7.7554 val loss: 6.5886 Epoch 95/100 ---------- lr: 0.005 train loss: 7.7935 val loss: 6.6049 Epoch 96/100 ---------- lr: 0.005 train loss: 7.8782 val loss: 6.5278 Epoch 97/100 ---------- lr: 0.0025 train loss: 7.7757 val loss: 6.5008 Epoch 98/100 ---------- lr: 0.0025 train loss: 7.7067 val loss: 6.4328 Epoch 99/100 ---------- lr: 0.0025 train loss: 7.6713 val loss: 6.4157 Epoch 100/100 ---------- lr: 0.0025 train loss: 7.6733 val loss: 6.5384 Training complete in 7m 35s Best val loss: 0.8298 at epoch 54 Val MSE at best epoch: 0.3360