Epoch 1/100 ---------- lr: 0.005 train loss: 8.1647 val loss: 3.4705 Epoch 2/100 ---------- lr: 0.005 train loss: 3.8222 val loss: 2.8086 Epoch 3/100 ---------- lr: 0.005 train loss: 3.0538 val loss: 2.2524 Epoch 4/100 ---------- lr: 0.005 train loss: 2.5900 val loss: 2.5766 Epoch 5/100 ---------- lr: 0.005 train loss: 2.4772 val loss: 1.7463 Epoch 6/100 ---------- lr: 0.005 train loss: 2.0565 val loss: 1.2839 Epoch 7/100 ---------- lr: 0.005 train loss: 1.8709 val loss: 1.1457 Epoch 8/100 ---------- lr: 0.005 train loss: 1.6103 val loss: 1.9331 Epoch 9/100 ---------- lr: 0.005 train loss: 1.7082 val loss: 1.2153 Epoch 10/100 ---------- lr: 0.005 train loss: 1.5152 val loss: 1.1628 Epoch 11/100 ---------- lr: 0.005 train loss: 1.4876 val loss: 0.9378 Epoch 12/100 ---------- lr: 0.005 train loss: 1.3684 val loss: 0.8612 Epoch 13/100 ---------- lr: 0.005 train loss: 1.3118 val loss: 0.8570 Epoch 14/100 ---------- lr: 0.005 train loss: 1.2057 val loss: 0.7721 Epoch 15/100 ---------- lr: 0.005 train loss: 1.0879 val loss: 0.6674 Epoch 16/100 ---------- lr: 0.005 train loss: 1.1221 val loss: 0.8423 Epoch 17/100 ---------- lr: 0.005 train loss: 1.0051 val loss: 0.6228 Epoch 18/100 ---------- lr: 0.005 train loss: 1.1366 val loss: 0.6366 Epoch 19/100 ---------- lr: 0.005 train loss: 1.0259 val loss: 0.8027 Epoch 20/100 ---------- lr: 0.005 train loss: 0.9515 val loss: 0.4939 Epoch 21/100 ---------- lr: 0.005 train loss: 0.8894 val loss: 0.6065 Epoch 22/100 ---------- lr: 0.005 train loss: 0.9304 val loss: 0.5204 Epoch 23/100 ---------- lr: 0.005 train loss: 0.8716 val loss: 0.6495 Epoch 24/100 ---------- lr: 0.005 train loss: 0.9161 val loss: 0.5251 Epoch 25/100 ---------- lr: 0.005 train loss: 0.8678 val loss: 0.7883 Epoch 26/100 ---------- lr: 0.005 train loss: 0.9958 val loss: 0.5182 Epoch 27/100 ---------- lr: 0.005 train loss: 0.7864 val loss: 0.3550 Epoch 28/100 ---------- lr: 0.005 train loss: 0.7271 val loss: 0.3669 Epoch 29/100 ---------- lr: 0.005 train loss: 0.7289 val loss: 0.3747 Epoch 30/100 ---------- lr: 0.005 train loss: 1.0132 val loss: 0.6576 Epoch 31/100 ---------- lr: 0.005 train loss: 0.8307 val loss: 0.4189 Epoch 32/100 ---------- lr: 0.005 train loss: 0.7630 val loss: 0.5470 Epoch 33/100 ---------- lr: 0.005 train loss: 0.7364 val loss: 0.3355 Epoch 34/100 ---------- lr: 0.005 train loss: 0.6781 val loss: 0.3213 Epoch 35/100 ---------- lr: 0.005 train loss: 0.7562 val loss: 0.4585 Epoch 36/100 ---------- lr: 0.005 train loss: 0.7938 val loss: 0.4402 Epoch 37/100 ---------- lr: 0.005 train loss: 0.6698 val loss: 0.3327 Epoch 38/100 ---------- lr: 0.005 train loss: 0.6654 val loss: 0.3445 Epoch 39/100 ---------- lr: 0.005 train loss: 0.6708 val loss: 0.3370 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8318 val loss: 0.9697 Epoch 41/100 ---------- lr: 0.005 train loss: 1.1466 val loss: 0.4003 Epoch 42/100 ---------- lr: 0.005 train loss: 0.6763 val loss: 0.2994 Epoch 43/100 ---------- lr: 0.005 train loss: 0.6340 val loss: 0.2935 Epoch 44/100 ---------- lr: 0.005 train loss: 0.6155 val loss: 0.2630 Epoch 45/100 ---------- lr: 0.005 train loss: 0.5966 val loss: 0.3143 Epoch 46/100 ---------- lr: 0.005 train loss: 0.6285 val loss: 0.3171 Epoch 47/100 ---------- lr: 0.005 train loss: 0.6925 val loss: 0.3594 Epoch 48/100 ---------- lr: 0.005 train loss: 0.6496 val loss: 0.3028 Epoch 49/100 ---------- lr: 0.005 train loss: 0.6470 val loss: 0.2780 Epoch 50/100 ---------- lr: 0.005 train loss: 0.6025 val loss: 0.2732 Epoch 51/100 ---------- lr: 0.005 train loss: 0.7810 val loss: 0.3160 Epoch 52/100 ---------- lr: 0.005 train loss: 0.6184 val loss: 0.2493 Epoch 53/100 ---------- lr: 0.005 train loss: 0.6135 val loss: 0.2696 Epoch 54/100 ---------- lr: 0.005 train loss: 0.5879 val loss: 0.2454 Epoch 55/100 ---------- lr: 0.005 train loss: 0.6170 val loss: 0.5051 Epoch 56/100 ---------- lr: 0.005 train loss: 0.7540 val loss: 0.3098 Epoch 57/100 ---------- lr: 0.005 train loss: 0.5981 val loss: 0.2449 Epoch 58/100 ---------- lr: 0.005 train loss: 0.6528 val loss: 0.2454 Epoch 59/100 ---------- lr: 0.005 train loss: 0.5882 val loss: 0.2247 Epoch 60/100 ---------- lr: 0.005 train loss: 0.6297 val loss: 0.4910 Epoch 61/100 ---------- lr: 0.005 train loss: 0.6902 val loss: 0.2365 Epoch 62/100 ---------- lr: 0.005 train loss: 0.5531 val loss: 0.2199 Epoch 63/100 ---------- lr: 0.005 train loss: 0.5645 val loss: 0.3787 Epoch 64/100 ---------- lr: 0.005 train loss: 0.7181 val loss: 0.3385 Epoch 65/100 ---------- lr: 0.005 train loss: 0.5717 val loss: 0.2077 Epoch 66/100 ---------- lr: 0.005 train loss: 0.5797 val loss: 0.2421 Epoch 67/100 ---------- lr: 0.005 train loss: 0.5602 val loss: 0.2122 Epoch 68/100 ---------- lr: 0.005 train loss: 0.6337 val loss: 0.2934 Epoch 69/100 ---------- lr: 0.005 train loss: 0.6433 val loss: 0.2798 Epoch 70/100 ---------- lr: 0.005 train loss: 0.5819 val loss: 0.2323 Epoch 71/100 ---------- lr: 0.005 train loss: 0.5631 val loss: 0.2345 Epoch 72/100 ---------- lr: 0.005 train loss: 0.6475 val loss: 0.3953 Epoch 73/100 ---------- lr: 0.005 train loss: 0.6871 val loss: 0.2570 Epoch 74/100 ---------- lr: 0.005 train loss: 0.5535 val loss: 0.2294 Epoch 75/100 ---------- lr: 0.005 train loss: 0.5751 val loss: 0.3383 Epoch 76/100 ---------- lr: 0.005 train loss: 0.6083 val loss: 0.2067 Epoch 77/100 ---------- lr: 0.005 train loss: 0.5264 val loss: 0.1980 Epoch 78/100 ---------- lr: 0.005 train loss: 0.7685 val loss: 0.5422 Epoch 79/100 ---------- lr: 0.005 train loss: 0.7282 val loss: 0.3039 Epoch 80/100 ---------- lr: 0.005 train loss: 0.6157 val loss: 0.2364 Epoch 81/100 ---------- lr: 0.005 train loss: 0.5466 val loss: 0.1929 Epoch 82/100 ---------- lr: 0.005 train loss: 0.5451 val loss: 0.1892 Epoch 83/100 ---------- lr: 0.005 train loss: 0.5286 val loss: 0.1972 Epoch 84/100 ---------- lr: 0.005 train loss: 0.5301 val loss: 0.1876 Epoch 85/100 ---------- lr: 0.005 train loss: 0.5425 val loss: 0.2150 Epoch 86/100 ---------- lr: 0.005 train loss: 0.5604 val loss: 0.2701 Epoch 87/100 ---------- lr: 0.005 train loss: 0.8246 val loss: 0.7777 Epoch 88/100 ---------- lr: 0.005 train loss: 0.7228 val loss: 0.3332 Epoch 89/100 ---------- lr: 0.005 train loss: 1.8312 val loss: 4.8132 Epoch 90/100 ---------- lr: 0.005 train loss: 3.8173 val loss: 3.1264 Epoch 91/100 ---------- lr: 0.005 train loss: 3.2048 val loss: 2.9026 Epoch 92/100 ---------- lr: 0.005 train loss: 3.1233 val loss: 2.7580 Epoch 93/100 ---------- lr: 0.005 train loss: 2.8320 val loss: 2.4088 Epoch 94/100 ---------- lr: 0.005 train loss: 2.6912 val loss: 2.3410 Epoch 95/100 ---------- lr: 0.005 train loss: 2.5725 val loss: 2.1985 Epoch 96/100 ---------- lr: 0.005 train loss: 2.4756 val loss: 2.1159 Epoch 97/100 ---------- lr: 0.005 train loss: 2.4617 val loss: 2.0562 Epoch 98/100 ---------- lr: 0.005 train loss: 2.3438 val loss: 1.9376 Epoch 99/100 ---------- lr: 0.005 train loss: 2.2694 val loss: 1.8733 Epoch 100/100 ---------- lr: 0.005 train loss: 2.2452 val loss: 1.9635 Training complete in 10m 11s Best val loss: 0.1876 at epoch 84 Val MSE at best epoch: 0.0774