Egamma PFID based on Tensorflow DNNs #35403

Merged

cmsbuild merged 24 commits intocms-sw:masterfrom

valsdav:egamma_tensorflow_pfid

Oct 18, 2021

Commits on Oct 14, 2021

Adding DNN variables for PFID for electrons in the dataformats
valsdav
committed
Evaluation of the PFID DNN also for photons
valsdav
committed
Added switch to disable the DNN PFID loading in Photon and Electron producers
valsdav
committed
Added switch to disable the DNN PFID loading in Photon and Electron producers
valsdav
committed
PF cluster isolations

jainshilpi
authored and
valsdav
committed
Added minmax scaler to DNN estimator
valsdav
committed
Moved PFcluster based isolation for electrons in GsfElectronAlgo
valsdav
committed
Added protection for HovEn and changed name of Photons variables
valsdav
committed
Added default models and configurations for Run3 PFid
valsdav
committed
Added initial values for PFEgammaFilters DNN thresholds
valsdav
committed
Added new scaler option for Photon PFID DNN
valsdav
committed
edm::FileInPath for model and scalers files
valsdav
committed
Disable PFiso computation if the DNN is disabled
valsdav
committed
Added new DNN info in the PFCandidate dataformat
valsdav
committed
Improvements for TF sessions and fixes
valsdav
committed
Code improvements
valsdav
committed
Improved code for DNN estimator
valsdav
committed
Removed logLevel from EgammaDNNHelper
valsdav
committed
Fixed bug in storing of DNN outputs in GsfElectronProducer
valsdav
committed
Added getters in PFCandidate, fixed missing scaling mode in EgammaDNNHelper
valsdav
committed
Disabled by default DNN Egamma PFID for pre4
valsdav
committed
Enabled back Egm PFid by default; endRun -> endStream for sessions closing
valsdav
committed
Fixed code-checks, added const to PFCandidate getters
valsdav
committed
From atomic to unique_ptr for Tensorflow GraphDef
valsdav
committed

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Egamma PFID based on Tensorflow DNNs #35403

Egamma PFID based on Tensorflow DNNs #35403
cmsbuild merged 24 commits intocms-sw:masterfrom
valsdav:egamma_tensorflow_pfid

Commits on Oct 14, 2021

Adding DNN variables for PFID for electrons in the dataformats

Evaluation of the PFID DNN also for photons

Added switch to disable the DNN PFID loading in Photon and Electron producers

Added switch to disable the DNN PFID loading in Photon and Electron producers

PF cluster isolations

Added minmax scaler to DNN estimator

Moved PFcluster based isolation for electrons in GsfElectronAlgo

Added protection for HovEn and changed name of Photons variables

Added default models and configurations for Run3 PFid

Added initial values for PFEgammaFilters DNN thresholds

Added new scaler option for Photon PFID DNN

edm::FileInPath for model and scalers files

Disable PFiso computation if the DNN is disabled

Added new DNN info in the PFCandidate dataformat

Improvements for TF sessions and fixes

Code improvements

Improved code for DNN estimator

Removed logLevel from EgammaDNNHelper

Fixed bug in storing of DNN outputs in GsfElectronProducer

Added getters in PFCandidate, fixed missing scaling mode in EgammaDNNHelper

Disabled by default DNN Egamma PFID for pre4

Enabled back Egm PFid by default; endRun -> endStream for sessions closing

Fixed code-checks, added const to PFCandidate getters

From atomic to unique_ptr for Tensorflow GraphDef