=== Log started at 2026-06-19 06:59:05 ===
###### config ######
{'encoderLayerUp': 3, 'encoderLayerDown': 2, 'middleLayerUp': 2, 'middleLayerDown': 0, 'low_regularization': '0.0batchnormdropout0.5', 'high_regularization': '0.05batchnormdropout0.5', 'activation_leak': 0.05, 'lowWD': 0.0001, 'highWD': 0.0001, 'noise': 0.0, 'description': ''}
####################
dropout in 0.05batchnormdropout0.5: 0.05 -> 0.5
  Bulk loss enabled, disabling dropout (max_drop=0)
[TRAIN] Running Saturation Loss: 4.216e-02	Running Chem Loss: 2.235e-04
[TRAIN] Running Molar Loss: 3.618e-04	Running Bulk Loss: 7.754e-05
[TRAIN] Running WEIGHTED Saturation Loss: 4.216e-02	Running Weighted Chem Loss: 2.235e-02
[TRAIN] Running WEIGHTED Molar Loss: 1.809e-02	Running Weighted Bulk Loss: 7.754e-02
[TEST] Running Saturation Loss: 4.986e-02	Running Chem Loss: 2.092e-04
[TEST] Running Molar Loss: 2.541e-04	Running Bulk Loss: 5.304e-05
Epoch 01: Train 1601.28289 | Test 1365.33252 | time = 167.6s
New best test loss: 1365.33252 (improvement of nan%) Saving model.
Stepping scheduler on epoch. Current LR: [0.0004877641290737884, 0.0004877641290737884, 0.0004877641290737884]
Underfitting. Decreasing Dropout: 0.05->0.030000000000000002
[TRAIN] Running Saturation Loss: 3.494e-02	Running Chem Loss: 1.651e-04
[TRAIN] Running Molar Loss: 2.694e-04	Running Bulk Loss: 4.989e-05
[TRAIN] Running WEIGHTED Saturation Loss: 3.494e-02	Running Weighted Chem Loss: 1.651e-02
[TRAIN] Running WEIGHTED Molar Loss: 1.347e-02	Running Weighted Bulk Loss: 4.989e-02
[TEST] Running Saturation Loss: 4.626e-02	Running Chem Loss: 1.886e-04
[TEST] Running Molar Loss: 2.096e-04	Running Bulk Loss: 4.830e-05
Epoch 02: Train 1148.06860 | Test 1238.95245 | time = 164.1s
New best test loss: 1238.95245 (improvement of 9.26%) Saving model.
