diff --git a/PhysicsTools/NanoAOD/plugins/BJetEnergyRegressionMVA.cc b/PhysicsTools/NanoAOD/plugins/BJetEnergyRegressionMVA.cc
index 8ab46a5a552d6..c36922c3c5f99 100644
--- a/PhysicsTools/NanoAOD/plugins/BJetEnergyRegressionMVA.cc
+++ b/PhysicsTools/NanoAOD/plugins/BJetEnergyRegressionMVA.cc
@@ -25,7 +25,7 @@
 #include "RecoVertex/VertexPrimitives/interface/ConvertToFromReco.h"
 #include "RecoVertex/VertexPrimitives/interface/VertexState.h"
 
-#include "PhysicsTools/PatAlgos/plugins/BaseMVAValueMapProducer.h"
+#include "PhysicsTools/PatAlgos/interface/BaseMVAValueMapProducer.h"
 #include <vector>
 
 class BJetEnergyRegressionMVA : public BaseMVAValueMapProducer<pat::Jet> {
diff --git a/PhysicsTools/NanoAOD/python/jets_cff.py b/PhysicsTools/NanoAOD/python/jets_cff.py
index 5d51ad4cf93c5..35cb0a05235f3 100644
--- a/PhysicsTools/NanoAOD/python/jets_cff.py
+++ b/PhysicsTools/NanoAOD/python/jets_cff.py
@@ -537,6 +537,7 @@
 from Configuration.Eras.Modifier_fastSim_cff import fastSim
 def nanoAOD_refineFastSim_bTagDeepFlav(process):
 
+
     fastSim.toModify( process.jetTable.variables,
       btagDeepFlavBunrefined = process.jetTable.variables.btagDeepFlavB.clone(),
       btagDeepFlavCvBunrefined = process.jetTable.variables.btagDeepFlavCvB.clone(),
@@ -565,7 +566,7 @@ def nanoAOD_refineFastSim_bTagDeepFlav(process):
 
         src = cms.InputTag("linkedObjects","jets"),
 
-        weightFile=cms.FileInPath("PhysicsTools/NanoAOD/data/btagDeepFlavRefineNN_CHS.onnx"),
+        weightFile=cms.FileInPath("PhysicsTools/NanoAOD/data/btagDeepFlavRefineNN_CHS.onnx"),#local hack for backporting: cp /cvmfs/cms.cern.ch/slc7_amd64_gcc11/cms/data-PhysicsTools-NanoAOD/V01-03-00/PhysicsTools/NanoAOD/data/btagDeepFlavRefineNN_CHS.onnx PhysicsTools/NanoAOD/data/btagDeepFlavRefineNN_CHS.onnx # cp /nfs/dust/cms/user/wolfmor/Refinement/TrainingOutput/regression_model_20221127_opset11.onnx PhysicsTools/NanoAOD/data/btagDeepFlavRefineNN_CHS.onnx 
         name = cms.string("btagDeepFlavRefineNN"),
 
         isClassifier = cms.bool(False),
@@ -586,7 +587,7 @@ def nanoAOD_refineFastSim_bTagDeepFlav(process):
          outputFormulas = cms.vstring(["at(0)","at(1)","at(2)","at(3)"]),
     )
 
-    fastSim.toModify(process.jetTablesTask, process.jetTablesTask.add(process.btagDeepFlavRefineNN))
+    fastSim.toModify(process.jetTables, process.jetTables.insert(0,process.btagDeepFlavRefineNN))
 
     return process
     
diff --git a/PhysicsTools/PatAlgos/interface/BaseMVAValueMapProducer.h b/PhysicsTools/PatAlgos/interface/BaseMVAValueMapProducer.h
index 07f94dbc677fa..6b7e064d5b837 100644
--- a/PhysicsTools/PatAlgos/interface/BaseMVAValueMapProducer.h
+++ b/PhysicsTools/PatAlgos/interface/BaseMVAValueMapProducer.h
@@ -278,6 +278,7 @@ void BaseMVAValueMapProducer<T>::produce(edm::Event& iEvent, const edm::EventSet
   }
 }
 
+
 template <typename T>
 edm::ParameterSetDescription BaseMVAValueMapProducer<T>::getDescription() {
   edm::ParameterSetDescription desc;
@@ -299,6 +300,7 @@ edm::ParameterSetDescription BaseMVAValueMapProducer<T>::getDescription() {
   desc.add<unsigned int>("nThreads", 1)->setComment("number of threads");
   desc.add<std::string>("singleThreadPool", "no_threads");
   desc.add<bool>("batch_eval", false)->setComment("Run inference in batch instead of per-object");
+  desc.add<bool>("disableONNXGraphOpt", false)->setComment("Disable ONNX runtime graph optimization");
 
   return desc;
 }
diff --git a/PhysicsTools/PatAlgos/plugins/BaseMVAValueMapProducer.cc b/PhysicsTools/PatAlgos/plugins/BaseMVAValueMapProducer.cc
index bcb00b910bc6d..42935571a28ac 100644
--- a/PhysicsTools/PatAlgos/plugins/BaseMVAValueMapProducer.cc
+++ b/PhysicsTools/PatAlgos/plugins/BaseMVAValueMapProducer.cc
@@ -2,7 +2,7 @@
 //
 // Package:    PhysicsTools/PatAlgos
 // Class:      BaseMVAValueMapProducer
-//
+// 
 /**\class BaseMVAValueMapProducer BaseMVAValueMapProducer.cc PhysicsTools/PatAlgos/plugins/BaseMVAValueMapProducer.cc
 
  Description: [one line class summary]
@@ -26,3 +26,4 @@ typedef BaseMVAValueMapProducer<pat::Electron> EleBaseMVAValueMapProducer;
 DEFINE_FWK_MODULE(JetBaseMVAValueMapProducer);
 DEFINE_FWK_MODULE(MuonBaseMVAValueMapProducer);
 DEFINE_FWK_MODULE(EleBaseMVAValueMapProducer);
+