Add ML training for EcalEndcapNClusterParticleIDs #91
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This was referenced Oct 18, 2024
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…icleIDs (#1618) ### Briefly, what does this PR introduce? <img width="582" alt="image" src="https://github.com/user-attachments/assets/a8c0aa47-e64f-4008-9702-444c6992ca3d"> 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 #__) - [x] 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
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…icleIDs (#1618) ### Briefly, what does this PR introduce? <img width="582" alt="image" src="https://github.com/user-attachments/assets/a8c0aa47-e64f-4008-9702-444c6992ca3d"> 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 #__) - [x] 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
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This is a training script for eic/EICrecon#1618