cms-sw · cmsbuild · Sep 26, 2024 · Sep 19, 2024
diff --git a/DQM/DTMonitorClient/src/DTOccupancyTestML.cc b/DQM/DTMonitorClient/src/DTOccupancyTestML.cc
@@ -125,7 +125,6 @@ void DTOccupancyTestML::dqmEndLuminosityBlock(DQMStore::IBooker& ibooker,
   vector<const DTChamber*> chambers = muonGeom->chambers();
 
   // Load graph
-  tensorflow::setLogging("3");
   edm::FileInPath modelFilePath("DQM/DTMonitorClient/data/occupancy_cnn_v1.pb");
   tensorflow::GraphDef* graphDef = tensorflow::loadGraphDef(modelFilePath.fullPath());
 

diff --git a/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauEmulator.cc b/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauEmulator.cc
@@ -717,7 +717,6 @@ void L1NNCaloTauEmulator::produce(edm::Event& iEvent, const edm::EventSetup& eSe
   }  // End while loop of barrel TowerClusters creation
 
   // Barrel TauMinator application
-  tensorflow::setLogging("2");
   int batchSize_CB = (int)(Nclusters_CB);
   tensorflow::TensorShape imageShape_CB({batchSize_CB, IEta_dim, IPhi_dim, 2});
   tensorflow::TensorShape positionShape_CB({batchSize_CB, 2});

diff --git a/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauProducer.cc b/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauProducer.cc
@@ -582,7 +582,6 @@ void L1NNCaloTauProducer::produce(edm::Event& iEvent, const edm::EventSetup& eSe
   }  // End while loop of endcap TowerClusters creation
 
   // Barrel TauMinator application
-  tensorflow::setLogging("2");
   int batchSize_CB = (int)(l1TowerClustersNxM_CB.size());
   tensorflow::TensorShape imageShape_CB({batchSize_CB, IEta_dim, IPhi_dim, 2});
   tensorflow::TensorShape positionShape_CB({batchSize_CB, 2});

diff --git a/L1Trigger/L1THGCal/src/concentrator/HGCalConcentratorAutoEncoderImpl.cc b/L1Trigger/L1THGCal/src/concentrator/HGCalConcentratorAutoEncoderImpl.cc
@@ -61,8 +61,6 @@ HGCalConcentratorAutoEncoderImpl::HGCalConcentratorAutoEncoderImpl(const edm::Pa
     }
   }
 
-  tensorflow::setLogging("0");
-
   for (const auto& modelFilePset : modelFilePaths_) {
     std::string encoderPath = modelFilePset.getParameter<edm::FileInPath>("encoderModelFile").fullPath();
     std::string decoderPath = modelFilePset.getParameter<edm::FileInPath>("decoderModelFile").fullPath();

diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/L1NNTauProducer.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/L1NNTauProducer.cc
@@ -81,7 +81,6 @@ L1NNTauProducer::L1NNTauProducer(const edm::ParameterSet& cfg, const tensorflow:
 }
 
 std::unique_ptr<tensorflow::SessionCache> L1NNTauProducer::initializeGlobalCache(const edm::ParameterSet& cfg) {
-  tensorflow::setLogging("3");
   std::string graphPath = edm::FileInPath(cfg.getParameter<std::string>("NNFileName")).fullPath();
   return std::make_unique<tensorflow::SessionCache>(graphPath);
 }

diff --git a/PhysicsTools/TensorFlow/interface/TensorFlow.h b/PhysicsTools/TensorFlow/interface/TensorFlow.h
@@ -57,9 +57,6 @@ namespace tensorflow {
     Backend getBackend() const { return _backend; };
   };
 
-  // set the tensorflow log level
-  void setLogging(const std::string& level = "3");
-
   // loads a meta graph definition saved at exportDir using the SavedModel interface for a tag and
   // predefined options
   // transfers ownership

diff --git a/PhysicsTools/TensorFlow/src/TensorFlow.cc b/PhysicsTools/TensorFlow/src/TensorFlow.cc
@@ -87,16 +87,6 @@ namespace tensorflow {
     }
   }
 
-  void setLogging(const std::string& level) {
-    /*
-     * 0 = all messages are logged (default behavior)
-     * 1 = INFO messages are not printed
-     * 2 = INFO and WARNING messages are not printed
-     * 3 = INFO, WARNING, and ERROR messages are not printed
-     */
-    setenv("TF_CPP_MIN_LOG_LEVEL", level.c_str(), 0);
-  }
-
   MetaGraphDef* loadMetaGraphDef(const std::string& exportDir, const std::string& tag) {
     Options default_options{};
     return loadMetaGraphDef(exportDir, tag, default_options);

diff --git a/PhysicsTools/TensorFlow/test/testConstSessionCUDA.cc b/PhysicsTools/TensorFlow/test/testConstSessionCUDA.cc
@@ -54,7 +54,6 @@ process.add_(cms.Service('CUDAService'))
 
   // load the graph
   std::string pbFile = dataPath_ + "/constantgraph.pb";
-  tensorflow::setLogging();
   tensorflow::Options options{backend};
 
   tensorflow::GraphDef* graphDef = tensorflow::loadGraphDef(pbFile);

diff --git a/PhysicsTools/TensorFlow/test/testGraphLoadingCUDA.cc b/PhysicsTools/TensorFlow/test/testGraphLoadingCUDA.cc
@@ -54,7 +54,6 @@ process.add_(cms.Service('CUDAService'))
 
   // load the graph
   std::string pbFile = dataPath_ + "/constantgraph.pb";
-  tensorflow::setLogging();
   tensorflow::Options options{backend};
   tensorflow::GraphDef* graphDef = tensorflow::loadGraphDef(pbFile);
   CPPUNIT_ASSERT(graphDef != nullptr);

diff --git a/PhysicsTools/TensorFlow/test/testHelloWorld.cc b/PhysicsTools/TensorFlow/test/testHelloWorld.cc
@@ -37,7 +37,6 @@ void testHelloWorld::test() {
   // object to load and run the graph / session
   tensorflow::Status status;
   tensorflow::Options options{backend};
-  tensorflow::setLogging();
   tensorflow::RunOptions runOptions;
   tensorflow::SavedModelBundle bundle;
 

diff --git a/PhysicsTools/TensorFlow/test/testHelloWorldCUDA.cc b/PhysicsTools/TensorFlow/test/testHelloWorldCUDA.cc
@@ -57,7 +57,6 @@ process.add_(cms.Service('CUDAService'))
   // object to load and run the graph / session
   tensorflow::Status status;
   tensorflow::Options options{backend};
-  tensorflow::setLogging("0");
   tensorflow::RunOptions runOptions;
   tensorflow::SavedModelBundle bundle;
 

diff --git a/PhysicsTools/TensorFlow/test/testMetaGraphLoadingCUDA.cc b/PhysicsTools/TensorFlow/test/testMetaGraphLoadingCUDA.cc
@@ -54,7 +54,6 @@ process.add_(cms.Service('CUDAService'))
 
   // load the graph
   std::string exportDir = dataPath_ + "/simplegraph";
-  tensorflow::setLogging();
   tensorflow::Options options{backend};
   tensorflow::MetaGraphDef* metaGraphDef = tensorflow::loadMetaGraphDef(exportDir);
   CPPUNIT_ASSERT(metaGraphDef != nullptr);

diff --git a/PhysicsTools/TensorFlow/test/testSessionCacheCUDA.cc b/PhysicsTools/TensorFlow/test/testSessionCacheCUDA.cc
@@ -53,7 +53,6 @@ process.add_(cms.Service('CUDAService'))
 
   // load the graph and the session
   std::string pbFile = dataPath_ + "/constantgraph.pb";
-  tensorflow::setLogging();
   tensorflow::Options options{backend};
 
   // load the graph and the session

diff --git a/PhysicsTools/TensorFlow/test/testThreadPoolsCUDA.cc b/PhysicsTools/TensorFlow/test/testThreadPoolsCUDA.cc
@@ -60,7 +60,6 @@ process.add_(cms.Service('CUDAService'))
 
   // load the graph
   std::string pbFile = dataPath_ + "/constantgraph.pb";
-  tensorflow::setLogging();
   tensorflow::GraphDef* graphDef = tensorflow::loadGraphDef(pbFile);
   CPPUNIT_ASSERT(graphDef != nullptr);
 

diff --git a/PhysicsTools/TensorFlow/test/testVisibleDevicesCUDA.cc b/PhysicsTools/TensorFlow/test/testVisibleDevicesCUDA.cc
@@ -55,11 +55,9 @@ process.add_(cms.Service('CUDAService'))
   std::cout << "Testing CUDA backend" << std::endl;
   tensorflow::Backend backend = tensorflow::Backend::cuda;
   tensorflow::Options options{backend};
-  tensorflow::setLogging("0");
 
   // load the graph
   std::string pbFile = dataPath_ + "/constantgraph.pb";
-  tensorflow::setLogging();
   tensorflow::GraphDef* graphDef = tensorflow::loadGraphDef(pbFile);
   CPPUNIT_ASSERT(graphDef != nullptr);
 

diff --git a/RecoEcal/EgammaCoreTools/src/DeepSCGraphEvaluation.cc b/RecoEcal/EgammaCoreTools/src/DeepSCGraphEvaluation.cc
@@ -28,7 +28,6 @@ const std::vector<std::string> DeepSCGraphEvaluation::availableWindowInputs = {
 const std::vector<std::string> DeepSCGraphEvaluation::availableHitsInputs = {"ieta", "iphi", "iz", "en_withfrac"};
 
 DeepSCGraphEvaluation::DeepSCGraphEvaluation(const DeepSCConfiguration& cfg) : cfg_(cfg) {
-  tensorflow::setLogging("0");
   // Init TF graph and session objects
   initTensorFlowGraphAndSession();
   // Init scaler configs

diff --git a/RecoMuon/TrackerSeedGenerator/plugins/TSGForOIDNN.cc b/RecoMuon/TrackerSeedGenerator/plugins/TSGForOIDNN.cc
@@ -208,7 +208,6 @@ TSGForOIDNN::TSGForOIDNN(const edm::ParameterSet& iConfig)
   if (getStrategyFromDNN_) {
     edm::FileInPath dnnMetadataPath(dnnMetadataPath_);
     pt::read_json(dnnMetadataPath.fullPath(), metadata_);
-    tensorflow::setLogging("3");
 
     if (useRegressor_) {
       // use regressor

diff --git a/RecoTauTag/HLTProducers/src/L2TauTagNNProducer.cc b/RecoTauTag/HLTProducers/src/L2TauTagNNProducer.cc
@@ -234,8 +234,6 @@ std::unique_ptr<L2TauNNProducerCacheData> L2TauNNProducer::initializeGlobalCache
   cacheData->graphDef = tensorflow::loadGraphDef(graphPath);
   cacheData->session = tensorflow::createSession(cacheData->graphDef);
 
-  tensorflow::setLogging("2");
-
   boost::property_tree::ptree loadPtreeRoot;
   auto const normalizationDict = edm::FileInPath(cfg.getParameter<std::string>("normalizationDict")).fullPath();
   boost::property_tree::read_json(normalizationDict, loadPtreeRoot);

diff --git a/RecoTauTag/HLTProducers/src/L2TauTagNNProducerAlpaka.cc b/RecoTauTag/HLTProducers/src/L2TauTagNNProducerAlpaka.cc
@@ -233,8 +233,6 @@ std::unique_ptr<L2TauNNProducerAlpakaCacheData> L2TauNNProducerAlpaka::initializ
   cacheData->graphDef = tensorflow::loadGraphDef(graphPath);
   cacheData->session = tensorflow::createSession(cacheData->graphDef);
 
-  tensorflow::setLogging("2");
-
   boost::property_tree::ptree loadPtreeRoot;
   auto const normalizationDict = edm::FileInPath(cfg.getParameter<std::string>("normalizationDict")).fullPath();
   boost::property_tree::read_json(normalizationDict, loadPtreeRoot);