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ML inference with ONNX models in FastFrames CreateHistograms task

Malte Hojarequested to merge
onnx_implementation into master

Support for ONNX models with FastFrames. In the <analysis>(example: ttZ) directory will now be a directory called onnx_model from where FastFrames loads the models for ML inference from within the CreateHistograms task. Additionally, the ttZ example analysis has been updated to use ATLAS recommended colour scheme for plotting.

Further changes:

  • Fixes: The Analysis will stop now.
    • The last_process_iteration file is now properly created when all samples have status 'done'
    • Also the analysis_completion file is now created in the task PlotHistograms, when the last_process_iteration file exists
  • Renaming:
    • AnalysisWorkflow_CostumClass to CustomFrame
    • CustomFrame variables: dilep_nonZ_TLV_NOSYS to dilepsys2_TLV_NOSYS
  • Deleted renaming script provided by the FastFrames CustomFrame template, because it is not used in this tool
Edited by Maximilian Horzela

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