Epoch 1/100 ---------- lr: 0.01 train loss: 11.8811 val loss: 3.5883 Epoch 2/100 ---------- lr: 0.01 train loss: 4.9208 val loss: 2.7806 Epoch 3/100 ---------- lr: 0.01 train loss: 4.3600 val loss: 2.8933 Epoch 4/100 ---------- lr: 0.01 train loss: 3.9185 val loss: 2.1700 Epoch 5/100 ---------- lr: 0.01 train loss: 3.7310 val loss: 2.1872 Epoch 6/100 ---------- lr: 0.01 train loss: 3.4507 val loss: 1.6658 Epoch 7/100 ---------- lr: 0.01 train loss: 3.2629 val loss: 1.5643 Epoch 8/100 ---------- lr: 0.01 train loss: 3.1695 val loss: 1.8829 Epoch 9/100 ---------- lr: 0.01 train loss: 3.1673 val loss: 1.4545 Epoch 10/100 ---------- lr: 0.01 train loss: 2.8752 val loss: 1.5680 Epoch 11/100 ---------- lr: 0.01 train loss: 2.8943 val loss: 1.3645 Epoch 12/100 ---------- lr: 0.01 train loss: 2.9916 val loss: 1.3596 Epoch 13/100 ---------- lr: 0.01 train loss: 2.8472 val loss: 1.4639 Epoch 14/100 ---------- lr: 0.01 train loss: 2.7056 val loss: 1.0698 Epoch 15/100 ---------- lr: 0.01 train loss: 2.6482 val loss: 1.6167 Epoch 16/100 ---------- lr: 0.01 train loss: 3.6227 val loss: 2.1295 Epoch 17/100 ---------- lr: 0.01 train loss: 2.9073 val loss: 1.2652 Epoch 18/100 ---------- lr: 0.01 train loss: 2.5581 val loss: 1.3990 Epoch 19/100 ---------- lr: 0.01 train loss: 2.8588 val loss: 3.2220 Epoch 20/100 ---------- lr: 0.01 train loss: 3.8886 val loss: 4.1360 Epoch 21/100 ---------- lr: 0.01 train loss: 4.7335 val loss: 3.7696 Epoch 22/100 ---------- lr: 0.01 train loss: 6.3236 val loss: 3.8348 Epoch 23/100 ---------- lr: 0.01 train loss: 5.4583 val loss: 4.0735 Epoch 24/100 ---------- lr: 0.01 train loss: 5.3292 val loss: 4.6121 Epoch 25/100 ---------- lr: 0.01 train loss: 5.1742 val loss: 3.4097 Epoch 26/100 ---------- lr: 0.01 train loss: 4.9900 val loss: 3.2657 Epoch 27/100 ---------- lr: 0.01 train loss: 5.1767 val loss: 3.8251 Epoch 28/100 ---------- lr: 0.01 train loss: 5.0425 val loss: 3.5255 Epoch 29/100 ---------- lr: 0.01 train loss: 5.7246 val loss: 5.8778 Epoch 30/100 ---------- lr: 0.01 train loss: 7.4560 val loss: 5.8521 Epoch 31/100 ---------- lr: 0.01 train loss: 8.4027 val loss: 6.3571 Epoch 32/100 ---------- lr: 0.01 train loss: 7.9727 val loss: 6.4707 Epoch 33/100 ---------- lr: 0.01 train loss: 7.6638 val loss: 6.0302 Epoch 34/100 ---------- lr: 0.01 train loss: 6.8911 val loss: 4.9314 Epoch 35/100 ---------- lr: 0.01 train loss: 6.6239 val loss: 5.5001 Epoch 36/100 ---------- lr: 0.005 train loss: 6.2133 val loss: 4.5040 Epoch 37/100 ---------- lr: 0.005 train loss: 5.9657 val loss: 4.1817 Epoch 38/100 ---------- lr: 0.005 train loss: 5.7704 val loss: 4.3682 Epoch 39/100 ---------- lr: 0.005 train loss: 5.7087 val loss: 4.1092 Epoch 40/100 ---------- lr: 0.005 train loss: 5.9097 val loss: 4.7731 Epoch 41/100 ---------- lr: 0.005 train loss: 5.9452 val loss: 4.6871 Epoch 42/100 ---------- lr: 0.005 train loss: 6.0006 val loss: 4.4801 Epoch 43/100 ---------- lr: 0.005 train loss: 5.7927 val loss: 4.4638 Epoch 44/100 ---------- lr: 0.005 train loss: 5.5596 val loss: 4.1111 Epoch 45/100 ---------- lr: 0.005 train loss: 5.4582 val loss: 4.3569 Epoch 46/100 ---------- lr: 0.005 train loss: 5.8014 val loss: 4.5080 Epoch 47/100 ---------- lr: 0.005 train loss: 5.7841 val loss: 4.4757 Epoch 48/100 ---------- lr: 0.005 train loss: 5.6198 val loss: 3.9271 Epoch 49/100 ---------- lr: 0.005 train loss: 5.3905 val loss: 4.0131 Epoch 50/100 ---------- lr: 0.005 train loss: 5.2460 val loss: 4.1063 Epoch 51/100 ---------- lr: 0.005 train loss: 5.3895 val loss: 4.4807 Epoch 52/100 ---------- lr: 0.005 train loss: 5.8602 val loss: 4.7516 Epoch 53/100 ---------- lr: 0.005 train loss: 5.8112 val loss: 4.3821 Epoch 54/100 ---------- lr: 0.005 train loss: 5.6248 val loss: 4.5546 Epoch 55/100 ---------- lr: 0.005 train loss: 5.6176 val loss: 4.1516 Epoch 56/100 ---------- lr: 0.005 train loss: 5.2840 val loss: 3.9533 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.0736 val loss: 3.6458 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.0531 val loss: 3.6459 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.0276 val loss: 3.4990 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.1646 val loss: 3.8905 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.0313 val loss: 3.6268 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.9668 val loss: 3.4911 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.0315 val loss: 3.7029 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.0938 val loss: 3.6867 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.0373 val loss: 3.6041 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.9781 val loss: 3.7089 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.9306 val loss: 3.5715 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.9435 val loss: 3.6407 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.9058 val loss: 3.6655 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.9142 val loss: 3.5289 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.9419 val loss: 3.7213 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.9214 val loss: 3.5240 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.8044 val loss: 3.5308 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.7752 val loss: 3.4115 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.7923 val loss: 3.4767 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.8031 val loss: 3.4676 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.7833 val loss: 3.3606 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.6372 val loss: 3.3810 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.6125 val loss: 3.2274 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.5976 val loss: 3.4568 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.5645 val loss: 3.3156 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.6095 val loss: 3.4084 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.4971 val loss: 3.2935 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.5079 val loss: 3.2040 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.4534 val loss: 3.2170 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.4477 val loss: 3.0744 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.4619 val loss: 3.1575 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.4585 val loss: 3.2184 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.4089 val loss: 3.1383 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.4185 val loss: 3.1343 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.4220 val loss: 3.1966 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.4184 val loss: 3.2131 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.4279 val loss: 3.0689 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.3798 val loss: 3.2158 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.3640 val loss: 3.1601 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.3398 val loss: 3.0716 Epoch 97/100 ---------- lr: 0.00125 train loss: 4.3713 val loss: 3.0754 Epoch 98/100 ---------- lr: 0.00125 train loss: 4.2975 val loss: 3.1347 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.2318 val loss: 2.9578 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.2452 val loss: 3.0455 Training complete in 11m 20s Best val loss: 1.0698 at epoch 14 Val MSE at best epoch: 0.4388