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Bugs from AE Merge #32

@ksalyer

Description

@ksalyer

2 bugs were found, but more may become apparent when fixing these two:

  1. 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:
label_field = 'CSC_label'
elif 'emtf' in histogram:
label_field = 'EMTF_label'
else:
label_field = None

  1. 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,

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