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Add TRT corrections to the track overlay workflow

Fang-Ying Tsai requested to merge fatsai/athena:Sig_TRTCorr_RDOs into main

This merge request introduces a technique to incorporate TRT corrections (24.0 TRT HT tune, here) into the track overlay workflow. Traditionally, TRT corrections haven't been applied in the track overlay workflow because both signal and pileup RDOs are not read simultaneously. Following a suggestion from @beddall, this update implements a trick to apply TRT corrections within the workflow.

Physics validation impact:

CPU performance: Adding additional Sig_TRTCorr_RDOs has very little or no impact for CPU performance, as detailed in recent CPU benchmarking results: here.

Updates plots after CI fix:

eProbability_HT and more https://fatsai.web.cern.ch/TrackOverlay/Run3HyyTRTCorr_config2/?rid=r_597

CPU performance (1000 events local test, 64 threads) Track overlay (red, monitored)

Overlay: 4289 [ms/event]

RAWtoALL:4395 [ms/event] (Hybrid: 994/1000 events are sent to the track overlay)

MC overlay (blue, reference)

Overlay: 4360 [ms/event]

RAWtoALL: 11869 [ms/event]

Edited by Fang-Ying Tsai

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