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MVA line for LbToPpPimMuMu using ONNX MLService

The goal of this MR is to add a new hlt2 line for the selection of LbToPpPimMuMu using an autoencoder as selection algorithm. Needs Rec!4524 (merged) which was merged into master, not 2025-patches. Needs also lhcb-datapkg/ParamFiles!159 (merged) to include .onnx file of the model.

For more information on the algorithm: https://indico.cern.ch/event/1550258/contributions/6535072/attachments/3077618/5446648/RD_run3_autoencoder_LbToPpPimMuMu.pdf

RESULTS ON BANDWIDTH AND RATE OF THE LINE:

total BW without line = 373,954 MB/s

total BW with line = 375,036 MB/s

  • BW of line = 1,082 MB/s

total rate without line = 11157 Hz

total rate with line = 11202 Hz

  • rate of line = 45Hz

FYI: @cmarinbe @lcalefic

Edited by Paloma Laguarta Gonzalez

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