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Update imaging ml benchmarks

Merged Update imaging ml benchmarks
update_imaging_ml_benchmarks into master
Merged Chao Peng requested to merge update_imaging_ml_benchmarks into master

  • Divide the current ML benchmark into three major steps: 1. E/p cut study, 2. ML data preprocessing (including E/p cut), 3. ML training and benchmarking.

  • Improve how the python scripts handle the data to avoid insane usage of memories with big data.

  • Implement a 2d scan of E/p cut so it automatically chooses the best cut on [layer, E/p].

  • Add a script for ML data preprocessing so the benchmark can directly take standard reconstruction output (no need for MLSorter/MLCombiner which are not used in other reconstruction option files).

Edited by Chao Peng

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Merged by Chao PengChao Peng 2 years ago (Nov 14, 2022 12:43am UTC)

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