Epoch 1/100 ---------- lr: 0.001 train loss: 32.4042 val loss: 6.2376 Epoch 2/100 ---------- lr: 0.001 train loss: 6.8295 val loss: 4.1401 Epoch 3/100 ---------- lr: 0.001 train loss: 5.6524 val loss: 3.4657 Epoch 4/100 ---------- lr: 0.001 train loss: 4.9641 val loss: 2.9507 Epoch 5/100 ---------- lr: 0.001 train loss: 4.6804 val loss: 3.5526 Epoch 6/100 ---------- lr: 0.001 train loss: 4.4235 val loss: 2.6424 Epoch 7/100 ---------- lr: 0.001 train loss: 4.1351 val loss: 2.7247 Epoch 8/100 ---------- lr: 0.001 train loss: 3.8947 val loss: 2.2259 Epoch 9/100 ---------- lr: 0.001 train loss: 3.7162 val loss: 2.0953 Epoch 10/100 ---------- lr: 0.001 train loss: 3.7901 val loss: 2.2064 Epoch 11/100 ---------- lr: 0.001 train loss: 3.5290 val loss: 1.9894 Epoch 12/100 ---------- lr: 0.001 train loss: 3.4995 val loss: 1.8964 Epoch 13/100 ---------- lr: 0.001 train loss: 3.3182 val loss: 1.7537 Epoch 14/100 ---------- lr: 0.001 train loss: 3.2278 val loss: 1.7348 Epoch 15/100 ---------- lr: 0.001 train loss: 3.1725 val loss: 1.6258 Epoch 16/100 ---------- lr: 0.001 train loss: 3.0649 val loss: 1.5676 Epoch 17/100 ---------- lr: 0.001 train loss: 3.0694 val loss: 1.6614 Epoch 18/100 ---------- lr: 0.001 train loss: 3.0163 val loss: 1.5535 Epoch 19/100 ---------- lr: 0.001 train loss: 2.9491 val loss: 1.3555 Epoch 20/100 ---------- lr: 0.001 train loss: 2.8651 val loss: 1.3712 Epoch 21/100 ---------- lr: 0.001 train loss: 2.8962 val loss: 1.3499 Epoch 22/100 ---------- lr: 0.001 train loss: 2.7676 val loss: 1.2991 Epoch 23/100 ---------- lr: 0.001 train loss: 2.7559 val loss: 1.2261 Epoch 24/100 ---------- lr: 0.001 train loss: 2.6876 val loss: 1.3513 Epoch 25/100 ---------- lr: 0.001 train loss: 2.7373 val loss: 1.3193 Epoch 26/100 ---------- lr: 0.001 train loss: 2.6770 val loss: 1.1644 Epoch 27/100 ---------- lr: 0.001 train loss: 2.6238 val loss: 1.1286 Epoch 28/100 ---------- lr: 0.001 train loss: 2.5688 val loss: 1.3201 Epoch 29/100 ---------- lr: 0.001 train loss: 2.5977 val loss: 1.1071 Epoch 30/100 ---------- lr: 0.001 train loss: 2.5072 val loss: 1.1117 Epoch 31/100 ---------- lr: 0.001 train loss: 2.4768 val loss: 1.0454 Epoch 32/100 ---------- lr: 0.001 train loss: 2.4457 val loss: 1.1343 Epoch 33/100 ---------- lr: 0.001 train loss: 2.4908 val loss: 1.1026 Epoch 34/100 ---------- lr: 0.001 train loss: 2.4261 val loss: 0.9716 Epoch 35/100 ---------- lr: 0.001 train loss: 2.3971 val loss: 0.9075 Epoch 36/100 ---------- lr: 0.001 train loss: 2.4543 val loss: 1.0089 Epoch 37/100 ---------- lr: 0.001 train loss: 2.3702 val loss: 0.9232 Epoch 38/100 ---------- lr: 0.001 train loss: 2.3514 val loss: 0.9768 Epoch 39/100 ---------- lr: 0.001 train loss: 2.3473 val loss: 0.9312 Epoch 40/100 ---------- lr: 0.001 train loss: 2.3588 val loss: 1.1624 Epoch 41/100 ---------- lr: 0.001 train loss: 2.4357 val loss: 0.9665 Epoch 42/100 ---------- lr: 0.001 train loss: 2.3132 val loss: 0.9157 Epoch 43/100 ---------- lr: 0.001 train loss: 2.2507 val loss: 0.8430 Epoch 44/100 ---------- lr: 0.001 train loss: 2.2534 val loss: 0.8214 Epoch 45/100 ---------- lr: 0.001 train loss: 2.2101 val loss: 0.8029 Epoch 46/100 ---------- lr: 0.001 train loss: 2.2262 val loss: 0.9681 Epoch 47/100 ---------- lr: 0.001 train loss: 2.2486 val loss: 0.7853 Epoch 48/100 ---------- lr: 0.001 train loss: 2.1816 val loss: 0.7870 Epoch 49/100 ---------- lr: 0.001 train loss: 2.2296 val loss: 1.0002 Epoch 50/100 ---------- lr: 0.001 train loss: 2.2686 val loss: 0.7849 Epoch 51/100 ---------- lr: 0.001 train loss: 2.1591 val loss: 0.7754 Epoch 52/100 ---------- lr: 0.001 train loss: 2.1430 val loss: 0.7564 Epoch 53/100 ---------- lr: 0.001 train loss: 2.1702 val loss: 0.7785 Epoch 54/100 ---------- lr: 0.001 train loss: 2.1876 val loss: 0.7424 Epoch 55/100 ---------- lr: 0.001 train loss: 2.1096 val loss: 0.7428 Epoch 56/100 ---------- lr: 0.001 train loss: 2.1670 val loss: 0.8728 Epoch 57/100 ---------- lr: 0.001 train loss: 2.2133 val loss: 0.7791 Epoch 58/100 ---------- lr: 0.001 train loss: 2.1268 val loss: 0.7190 Epoch 59/100 ---------- lr: 0.001 train loss: 2.0981 val loss: 0.6932 Epoch 60/100 ---------- lr: 0.001 train loss: 2.0882 val loss: 0.6518 Epoch 61/100 ---------- lr: 0.001 train loss: 2.0806 val loss: 0.6980 Epoch 62/100 ---------- lr: 0.001 train loss: 2.0826 val loss: 0.8202 Epoch 63/100 ---------- lr: 0.001 train loss: 2.0828 val loss: 0.6638 Epoch 64/100 ---------- lr: 0.001 train loss: 2.0996 val loss: 0.6950 Epoch 65/100 ---------- lr: 0.001 train loss: 2.0682 val loss: 0.6765 Epoch 66/100 ---------- lr: 0.001 train loss: 2.0862 val loss: 0.8321 Epoch 67/100 ---------- lr: 0.001 train loss: 2.0663 val loss: 0.6405 Epoch 68/100 ---------- lr: 0.001 train loss: 2.0211 val loss: 0.6361 Epoch 69/100 ---------- lr: 0.001 train loss: 2.0491 val loss: 0.6950 Epoch 70/100 ---------- lr: 0.001 train loss: 2.0259 val loss: 0.6648 Epoch 71/100 ---------- lr: 0.001 train loss: 2.0297 val loss: 0.6211 Epoch 72/100 ---------- lr: 0.001 train loss: 2.0861 val loss: 0.7740 Epoch 73/100 ---------- lr: 0.001 train loss: 2.0661 val loss: 0.6946 Epoch 74/100 ---------- lr: 0.001 train loss: 2.0742 val loss: 0.6323 Epoch 75/100 ---------- lr: 0.001 train loss: 2.0417 val loss: 0.6355 Epoch 76/100 ---------- lr: 0.001 train loss: 1.9933 val loss: 0.5754 Epoch 77/100 ---------- lr: 0.001 train loss: 1.9854 val loss: 0.6023 Epoch 78/100 ---------- lr: 0.001 train loss: 1.9716 val loss: 0.5939 Epoch 79/100 ---------- lr: 0.001 train loss: 2.0286 val loss: 0.6876 Epoch 80/100 ---------- lr: 0.001 train loss: 2.0065 val loss: 0.6046 Epoch 81/100 ---------- lr: 0.001 train loss: 2.0265 val loss: 0.6809 Epoch 82/100 ---------- lr: 0.001 train loss: 2.1341 val loss: 0.7082 Epoch 83/100 ---------- lr: 0.001 train loss: 2.0198 val loss: 0.6026 Epoch 84/100 ---------- lr: 0.001 train loss: 1.9734 val loss: 0.5718 Epoch 85/100 ---------- lr: 0.001 train loss: 1.9548 val loss: 0.5547 Epoch 86/100 ---------- lr: 0.001 train loss: 1.9956 val loss: 0.6009 Epoch 87/100 ---------- lr: 0.001 train loss: 1.9441 val loss: 0.5902 Epoch 88/100 ---------- lr: 0.001 train loss: 1.9576 val loss: 0.5754 Epoch 89/100 ---------- lr: 0.001 train loss: 1.9492 val loss: 0.5794 Epoch 90/100 ---------- lr: 0.001 train loss: 1.9719 val loss: 0.5351 Epoch 91/100 ---------- lr: 0.001 train loss: 2.0014 val loss: 0.5461 Epoch 92/100 ---------- lr: 0.001 train loss: 1.9397 val loss: 0.5715 Epoch 93/100 ---------- lr: 0.001 train loss: 1.9401 val loss: 0.6426 Epoch 94/100 ---------- lr: 0.001 train loss: 1.9704 val loss: 0.5346 Epoch 95/100 ---------- lr: 0.001 train loss: 1.9184 val loss: 0.5218 Epoch 96/100 ---------- lr: 0.001 train loss: 1.9398 val loss: 0.5720 Epoch 97/100 ---------- lr: 0.001 train loss: 1.9553 val loss: 0.6782 Epoch 98/100 ---------- lr: 0.001 train loss: 1.9600 val loss: 0.5138 Epoch 99/100 ---------- lr: 0.001 train loss: 1.9023 val loss: 0.5236 Epoch 100/100 ---------- lr: 0.001 train loss: 1.9168 val loss: 0.5145 Training complete in 8m 51s Best val loss: 0.5138 at epoch 98 Val MSE at best epoch: 0.2064