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add ONNXInference algorithm, use it to provide EcalEndcapNClusterParticleIDs #1618

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@veprbl veprbl commented Sep 19, 2024

Briefly, what does this PR introduce?

image

This provides a calorimeter PID capability using ONNXruntime inference engine. The inference algorithm is generalized into a separate algorithm which inputs and outputs edm4eic::Tensor values introduced by eic/EDM4eic#96.

A set of weights needed to run this are provided in eic/epic-data#22, and is generated using a script from eic/detector_benchmarks#91.

What kind of change does this PR introduce?

  • Bug fix (issue #__)
  • New feature (issue #__)
  • Documentation update
  • Other: __

Please check if this PR fulfills the following:

  • Tests for the changes have been added
  • Documentation has been added / updated
  • Changes have been communicated to collaborators

Does this PR introduce breaking changes? What changes might users need to make to their code?

No

Does this PR change default behavior?

Yes

@eic eic deleted a comment from sonarcloud bot Sep 19, 2024
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