Epoch 1/100 ---------- lr: 0.005 train loss: 9.3256 val loss: 3.3928 Epoch 2/100 ---------- lr: 0.005 train loss: 4.3514 val loss: 5.5933 Epoch 3/100 ---------- lr: 0.005 train loss: 3.7880 val loss: 3.2731 Epoch 4/100 ---------- lr: 0.005 train loss: 3.3272 val loss: 2.2799 Epoch 5/100 ---------- lr: 0.005 train loss: 2.9976 val loss: 2.1086 Epoch 6/100 ---------- lr: 0.005 train loss: 2.6398 val loss: 2.0676 Epoch 7/100 ---------- lr: 0.005 train loss: 2.5553 val loss: 1.7462 Epoch 8/100 ---------- lr: 0.005 train loss: 2.3881 val loss: 2.8847 Epoch 9/100 ---------- lr: 0.005 train loss: 2.9367 val loss: 1.8928 Epoch 10/100 ---------- lr: 0.005 train loss: 2.2617 val loss: 1.5638 Epoch 11/100 ---------- lr: 0.005 train loss: 1.8821 val loss: 1.1598 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7384 val loss: 0.9747 Epoch 13/100 ---------- lr: 0.005 train loss: 1.6880 val loss: 1.5269 Epoch 14/100 ---------- lr: 0.005 train loss: 1.9321 val loss: 1.4397 Epoch 15/100 ---------- lr: 0.005 train loss: 1.6541 val loss: 0.9468 Epoch 16/100 ---------- lr: 0.005 train loss: 1.3148 val loss: 0.7917 Epoch 17/100 ---------- lr: 0.005 train loss: 1.3694 val loss: 1.9747 Epoch 18/100 ---------- lr: 0.005 train loss: 2.6099 val loss: 1.8905 Epoch 19/100 ---------- lr: 0.005 train loss: 1.7462 val loss: 1.1584 Epoch 20/100 ---------- lr: 0.005 train loss: 1.4384 val loss: 0.6945 Epoch 21/100 ---------- lr: 0.005 train loss: 1.1770 val loss: 0.5834 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1407 val loss: 0.6104 Epoch 23/100 ---------- lr: 0.005 train loss: 1.1474 val loss: 0.6222 Epoch 24/100 ---------- lr: 0.005 train loss: 1.2254 val loss: 0.6712 Epoch 25/100 ---------- lr: 0.005 train loss: 1.1496 val loss: 0.5838 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3447 val loss: 1.0167 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3303 val loss: 0.6689 Epoch 28/100 ---------- lr: 0.005 train loss: 0.9991 val loss: 0.6970 Epoch 29/100 ---------- lr: 0.005 train loss: 1.0163 val loss: 0.6101 Epoch 30/100 ---------- lr: 0.005 train loss: 1.0833 val loss: 0.5096 Epoch 31/100 ---------- lr: 0.005 train loss: 0.9639 val loss: 0.3983 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0093 val loss: 0.5893 Epoch 33/100 ---------- lr: 0.005 train loss: 1.9142 val loss: 0.8545 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2173 val loss: 0.5240 Epoch 35/100 ---------- lr: 0.005 train loss: 1.4279 val loss: 1.2719 Epoch 36/100 ---------- lr: 0.005 train loss: 1.2941 val loss: 0.6296 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1994 val loss: 0.9314 Epoch 38/100 ---------- lr: 0.005 train loss: 1.2159 val loss: 0.6764 Epoch 39/100 ---------- lr: 0.005 train loss: 1.3492 val loss: 0.7928 Epoch 40/100 ---------- lr: 0.005 train loss: 2.1805 val loss: 1.4287 Epoch 41/100 ---------- lr: 0.005 train loss: 2.1971 val loss: 1.7361 Epoch 42/100 ---------- lr: 0.005 train loss: 2.1156 val loss: 1.1939 Epoch 43/100 ---------- lr: 0.005 train loss: 1.9276 val loss: 1.1532 Epoch 44/100 ---------- lr: 0.005 train loss: 1.7121 val loss: 1.6236 Epoch 45/100 ---------- lr: 0.005 train loss: 2.6367 val loss: 4.0310 Epoch 46/100 ---------- lr: 0.005 train loss: 4.3076 val loss: 3.4403 Epoch 47/100 ---------- lr: 0.005 train loss: 4.0747 val loss: 3.2235 Epoch 48/100 ---------- lr: 0.005 train loss: 3.3791 val loss: 2.6272 Epoch 49/100 ---------- lr: 0.005 train loss: 3.4987 val loss: 2.6967 Epoch 50/100 ---------- lr: 0.005 train loss: 3.5334 val loss: 3.1906 Epoch 51/100 ---------- lr: 0.005 train loss: 4.1530 val loss: 3.1520 Epoch 52/100 ---------- lr: 0.005 train loss: 3.4999 val loss: 2.4616 Epoch 53/100 ---------- lr: 0.0025 train loss: 2.8918 val loss: 2.4984 Epoch 54/100 ---------- lr: 0.0025 train loss: 2.8684 val loss: 2.1390 Epoch 55/100 ---------- lr: 0.0025 train loss: 2.9533 val loss: 2.3183 Epoch 56/100 ---------- lr: 0.0025 train loss: 3.0172 val loss: 2.3970 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.0844 val loss: 2.3046 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.3851 val loss: 2.5801 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.0405 val loss: 2.4360 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.4570 val loss: 3.0856 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.5902 val loss: 2.7233 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.3380 val loss: 2.6506 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.1770 val loss: 2.4495 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.6347 val loss: 2.8995 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.4997 val loss: 2.6080 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.1857 val loss: 2.3755 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.1767 val loss: 2.3333 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.1019 val loss: 2.2644 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.0837 val loss: 2.2716 Epoch 70/100 ---------- lr: 0.0025 train loss: 2.9687 val loss: 2.3232 Epoch 71/100 ---------- lr: 0.0025 train loss: 2.8203 val loss: 2.0676 Epoch 72/100 ---------- lr: 0.0025 train loss: 2.6601 val loss: 2.0165 Epoch 73/100 ---------- lr: 0.0025 train loss: 2.7388 val loss: 2.0700 Epoch 74/100 ---------- lr: 0.00125 train loss: 2.5448 val loss: 1.8659 Epoch 75/100 ---------- lr: 0.00125 train loss: 2.4204 val loss: 1.7642 Epoch 76/100 ---------- lr: 0.00125 train loss: 2.3506 val loss: 1.7171 Epoch 77/100 ---------- lr: 0.00125 train loss: 2.3900 val loss: 1.7016 Epoch 78/100 ---------- lr: 0.00125 train loss: 2.2833 val loss: 1.8177 Epoch 79/100 ---------- lr: 0.00125 train loss: 2.3081 val loss: 1.6665 Epoch 80/100 ---------- lr: 0.00125 train loss: 2.3185 val loss: 1.8266 Epoch 81/100 ---------- lr: 0.00125 train loss: 2.2829 val loss: 1.7304 Epoch 82/100 ---------- lr: 0.00125 train loss: 2.2365 val loss: 1.7233 Epoch 83/100 ---------- lr: 0.00125 train loss: 2.3106 val loss: 1.8984 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.4470 val loss: 1.7826 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.3324 val loss: 1.7751 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.2879 val loss: 1.6726 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.3009 val loss: 1.6510 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.3382 val loss: 1.6259 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.3308 val loss: 1.6836 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.2874 val loss: 1.6389 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.2682 val loss: 1.6111 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.2291 val loss: 1.5710 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.2151 val loss: 1.6752 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.2727 val loss: 1.6027 Epoch 95/100 ---------- lr: 0.000625 train loss: 2.1568 val loss: 1.5559 Epoch 96/100 ---------- lr: 0.000625 train loss: 2.1528 val loss: 1.5788 Epoch 97/100 ---------- lr: 0.000625 train loss: 2.1214 val loss: 1.5915 Epoch 98/100 ---------- lr: 0.000625 train loss: 2.1006 val loss: 1.5501 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.0722 val loss: 1.4776 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.0672 val loss: 1.4455 Training complete in 32m 44s Best val loss: 0.3983 at epoch 31 Val MSE at best epoch: 0.1696