2 bugs were found, but more may become apparent when fixing these two:
- When running PCA training with following command:
python scripts/train.py --input_file "tutorial/SingleMuon.parquet" --output_dir "tutorial/tutorial_addMLAlgos" --algorithm "pca" --tag "default_pca" --histograms "L1T//Run summary/L1TStage2EMTF/emtfTrackPhi,L1T//Run summary/L1TStage2EMTF/emtfTrackEta" --debug
returns the following error: pcaError.pdf
which leads to these lines in the pca algorithm:
|
if 'CSC' in histogram: |
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label_field = 'CSC_label' |
|
elif 'emtf' in histogram: |
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label_field = 'EMTF_label' |
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else: |
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label_field = None |
- When running autoencoder training with following command:
python scripts/train.py --input_file "tutorial/tutorial_addMLAlgos/SingleMuon.parquet" --output_dir "tutorial_addMLAlgos" --algorithm "autoencoder" --tag "default_ae" --histograms "L1T//Run summary/L1TStage2EMTF/emtfTrackPhi,L1T//Run summary/L1TStage2EMTF/emtfTrackEta" --debug
returns the following error: aeError.pdf
which leads to this line in the ae algorithm:
|
strides = self.self.strides_1d, |
2 bugs were found, but more may become apparent when fixing these two:
python scripts/train.py --input_file "tutorial/SingleMuon.parquet" --output_dir "tutorial/tutorial_addMLAlgos" --algorithm "pca" --tag "default_pca" --histograms "L1T//Run summary/L1TStage2EMTF/emtfTrackPhi,L1T//Run summary/L1TStage2EMTF/emtfTrackEta" --debugreturns the following error: pcaError.pdf
which leads to these lines in the pca algorithm:
AutoDQM_ML/autodqm_ml/algorithms/pca.py
Lines 102 to 107 in dea6a7d
python scripts/train.py --input_file "tutorial/tutorial_addMLAlgos/SingleMuon.parquet" --output_dir "tutorial_addMLAlgos" --algorithm "autoencoder" --tag "default_ae" --histograms "L1T//Run summary/L1TStage2EMTF/emtfTrackPhi,L1T//Run summary/L1TStage2EMTF/emtfTrackEta" --debugreturns the following error: aeError.pdf
which leads to this line in the ae algorithm:
AutoDQM_ML/autodqm_ml/algorithms/autoencoder.py
Line 391 in dea6a7d