GN3 in PHYS

Nikita Ivvan Pondrequested to merge
npond/athena:gn3_derv into main

Adds a series of GN3 models to be dumped in DAOD_PHYS:

  • Adds 4 new taggers:

    • GN3V00 - utilises only jet and track inputs (same as GN2v01)
    • GN3PflowV00 - jets, tracks, and neutrals particle flows
    • GN3MuonsV00 - jets, tracks, and muons
    • GN3PflowMuonsV00 - all of the above

  • Dumps all variables for all 4 taggers above, as well as flipped versions, in FTAG1.

  • In PHYS, only dump the 4 variables pb, pc, pu, ptau for the first 3 taggers + flipped versions, but dump all variables (pud, ps, pg, pquark) for GN3PflowMuonsV00

    • These variables are only stored in the jet container, not the BTagging container

  • Fixed bug where only the first tagger for a given jet collection was read when running on the jet (not BTagging) collection

  • Once validated, move models from dev path to main path and modify code accordingly

  • Freeze the GN3 scores

cc @svanstro @dguest @hartman @vvecchio

Edited by Dan Guest

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