Epoch 1/100 ---------- lr: 0.005 train loss: 15.9468 val loss: 4.5971 Epoch 2/100 ---------- lr: 0.005 train loss: 5.5427 val loss: 3.2739 Epoch 3/100 ---------- lr: 0.005 train loss: 4.4856 val loss: 3.0455 Epoch 4/100 ---------- lr: 0.005 train loss: 4.2602 val loss: 2.8351 Epoch 5/100 ---------- lr: 0.005 train loss: 3.9181 val loss: 2.7356 Epoch 6/100 ---------- lr: 0.005 train loss: 3.7141 val loss: 1.9859 Epoch 7/100 ---------- lr: 0.005 train loss: 3.6849 val loss: 2.4040 Epoch 8/100 ---------- lr: 0.005 train loss: 3.6222 val loss: 1.7799 Epoch 9/100 ---------- lr: 0.005 train loss: 3.4190 val loss: 1.7173 Epoch 10/100 ---------- lr: 0.005 train loss: 3.1550 val loss: 1.5986 Epoch 11/100 ---------- lr: 0.005 train loss: 3.1013 val loss: 1.3689 Epoch 12/100 ---------- lr: 0.005 train loss: 3.0202 val loss: 1.4984 Epoch 13/100 ---------- lr: 0.005 train loss: 3.1364 val loss: 2.8829 Epoch 14/100 ---------- lr: 0.005 train loss: 2.9272 val loss: 1.4139 Epoch 15/100 ---------- lr: 0.005 train loss: 2.7611 val loss: 1.5378 Epoch 16/100 ---------- lr: 0.005 train loss: 2.9006 val loss: 1.2486 Epoch 17/100 ---------- lr: 0.005 train loss: 2.6643 val loss: 1.2752 Epoch 18/100 ---------- lr: 0.005 train loss: 2.6141 val loss: 1.0900 Epoch 19/100 ---------- lr: 0.005 train loss: 2.6852 val loss: 1.1684 Epoch 20/100 ---------- lr: 0.005 train loss: 2.4999 val loss: 1.1911 Epoch 21/100 ---------- lr: 0.005 train loss: 2.5501 val loss: 1.0931 Epoch 22/100 ---------- lr: 0.005 train loss: 2.5519 val loss: 0.9899 Epoch 23/100 ---------- lr: 0.005 train loss: 2.3641 val loss: 0.8652 Epoch 24/100 ---------- lr: 0.005 train loss: 2.4466 val loss: 0.9870 Epoch 25/100 ---------- lr: 0.005 train loss: 2.3815 val loss: 0.9205 Epoch 26/100 ---------- lr: 0.005 train loss: 2.4665 val loss: 0.8489 Epoch 27/100 ---------- lr: 0.005 train loss: 2.3379 val loss: 0.8056 Epoch 28/100 ---------- lr: 0.005 train loss: 2.3222 val loss: 0.8140 Epoch 29/100 ---------- lr: 0.005 train loss: 2.2961 val loss: 0.8645 Epoch 30/100 ---------- lr: 0.005 train loss: 2.4203 val loss: 0.9127 Epoch 31/100 ---------- lr: 0.005 train loss: 2.2021 val loss: 0.7727 Epoch 32/100 ---------- lr: 0.005 train loss: 2.1908 val loss: 0.7653 Epoch 33/100 ---------- lr: 0.005 train loss: 2.2135 val loss: 0.7873 Epoch 34/100 ---------- lr: 0.005 train loss: 2.3961 val loss: 1.0864 Epoch 35/100 ---------- lr: 0.005 train loss: 2.2709 val loss: 0.6985 Epoch 36/100 ---------- lr: 0.005 train loss: 2.1826 val loss: 0.7862 Epoch 37/100 ---------- lr: 0.005 train loss: 2.3071 val loss: 0.7461 Epoch 38/100 ---------- lr: 0.005 train loss: 2.1010 val loss: 0.6092 Epoch 39/100 ---------- lr: 0.005 train loss: 2.1072 val loss: 0.7485 Epoch 40/100 ---------- lr: 0.005 train loss: 2.1492 val loss: 0.6944 Epoch 41/100 ---------- lr: 0.005 train loss: 2.0899 val loss: 0.6367 Epoch 42/100 ---------- lr: 0.005 train loss: 2.0537 val loss: 0.6444 Epoch 43/100 ---------- lr: 0.005 train loss: 2.0830 val loss: 0.7151 Epoch 44/100 ---------- lr: 0.005 train loss: 2.2050 val loss: 0.7862 Epoch 45/100 ---------- lr: 0.005 train loss: 2.0803 val loss: 0.7238 Epoch 46/100 ---------- lr: 0.005 train loss: 2.1263 val loss: 0.6150 Epoch 47/100 ---------- lr: 0.005 train loss: 2.0995 val loss: 0.8194 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0858 val loss: 0.6102 Epoch 49/100 ---------- lr: 0.005 train loss: 2.1156 val loss: 0.6669 Epoch 50/100 ---------- lr: 0.005 train loss: 2.1778 val loss: 0.9094 Epoch 51/100 ---------- lr: 0.005 train loss: 2.2178 val loss: 0.6644 Epoch 52/100 ---------- lr: 0.005 train loss: 2.0352 val loss: 0.6666 Epoch 53/100 ---------- lr: 0.005 train loss: 1.9923 val loss: 0.5620 Epoch 54/100 ---------- lr: 0.005 train loss: 1.9951 val loss: 0.6096 Epoch 55/100 ---------- lr: 0.005 train loss: 2.0604 val loss: 0.6555 Epoch 56/100 ---------- lr: 0.005 train loss: 2.1266 val loss: 0.7503 Epoch 57/100 ---------- lr: 0.005 train loss: 1.9926 val loss: 0.6763 Epoch 58/100 ---------- lr: 0.005 train loss: 1.9723 val loss: 0.5932 Epoch 59/100 ---------- lr: 0.005 train loss: 2.1164 val loss: 0.6370 Epoch 60/100 ---------- lr: 0.005 train loss: 2.0479 val loss: 0.5718 Epoch 61/100 ---------- lr: 0.005 train loss: 2.0570 val loss: 0.6391 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9934 val loss: 0.5732 Epoch 63/100 ---------- lr: 0.005 train loss: 1.9318 val loss: 0.6219 Epoch 64/100 ---------- lr: 0.005 train loss: 2.0047 val loss: 0.7109 Epoch 65/100 ---------- lr: 0.005 train loss: 2.0987 val loss: 0.6016 Epoch 66/100 ---------- lr: 0.005 train loss: 2.0877 val loss: 0.7403 Epoch 67/100 ---------- lr: 0.005 train loss: 2.4639 val loss: 1.2952 Epoch 68/100 ---------- lr: 0.005 train loss: 2.4500 val loss: 0.8394 Epoch 69/100 ---------- lr: 0.005 train loss: 2.2345 val loss: 0.9157 Epoch 70/100 ---------- lr: 0.005 train loss: 2.4337 val loss: 0.9797 Epoch 71/100 ---------- lr: 0.005 train loss: 3.4373 val loss: 2.2598 Epoch 72/100 ---------- lr: 0.005 train loss: 3.5138 val loss: 2.0723 Epoch 73/100 ---------- lr: 0.005 train loss: 3.2174 val loss: 1.7362 Epoch 74/100 ---------- lr: 0.005 train loss: 3.4111 val loss: 1.8931 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.1724 val loss: 1.6195 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.0057 val loss: 1.3995 Epoch 77/100 ---------- lr: 0.0025 train loss: 2.9658 val loss: 1.3625 Epoch 78/100 ---------- lr: 0.0025 train loss: 2.8412 val loss: 1.3547 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.7670 val loss: 1.1989 Epoch 80/100 ---------- lr: 0.0025 train loss: 2.7357 val loss: 1.2974 Epoch 81/100 ---------- lr: 0.0025 train loss: 2.7849 val loss: 1.2521 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.7622 val loss: 1.1997 Epoch 83/100 ---------- lr: 0.0025 train loss: 2.6816 val loss: 1.1832 Epoch 84/100 ---------- lr: 0.0025 train loss: 2.6834 val loss: 1.1040 Epoch 85/100 ---------- lr: 0.0025 train loss: 2.5998 val loss: 1.1274 Epoch 86/100 ---------- lr: 0.0025 train loss: 2.5526 val loss: 1.0251 Epoch 87/100 ---------- lr: 0.0025 train loss: 2.5719 val loss: 1.0423 Epoch 88/100 ---------- lr: 0.0025 train loss: 2.4708 val loss: 1.0404 Epoch 89/100 ---------- lr: 0.0025 train loss: 2.4586 val loss: 0.9755 Epoch 90/100 ---------- lr: 0.0025 train loss: 2.5009 val loss: 0.9690 Epoch 91/100 ---------- lr: 0.0025 train loss: 2.4336 val loss: 0.9709 Epoch 92/100 ---------- lr: 0.0025 train loss: 2.3939 val loss: 0.9779 Epoch 93/100 ---------- lr: 0.0025 train loss: 2.4969 val loss: 1.0323 Epoch 94/100 ---------- lr: 0.0025 train loss: 2.5187 val loss: 1.1682 Epoch 95/100 ---------- lr: 0.0025 train loss: 2.4727 val loss: 0.8976 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.3584 val loss: 0.9043 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.3359 val loss: 0.8952 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.3295 val loss: 0.8698 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.3086 val loss: 0.8359 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.3005 val loss: 0.8354 Training complete in 12m 42s Best val loss: 0.5620 at epoch 53 Val MSE at best epoch: 0.2291