- add optimization vectorization options for SOFIE tests

- set in ONNXRuntime also the interopnumthreads to 1

Author: lmoneta

root/tmva/sofie/CMakeLists.txt

@@ -190,9 +190,13 @@ add_dependencies(RDF_SOFIE_Inference SofieCompileModels)
 #if (ROOT_PLATFORM MATCHES "linux|macosx" AND CMAKE_SYSTEM_PROCESSOR MATCHES x86_64 AND CMAKE_CXX_COMPILER_ID MATCHES "GNU|Clang")
 ## assume we run only on linux/macos with gnu or gcc
 set(gnu-flags $<$<CXX_COMPILER_ID:GNU>:-fno-signaling-nans>)
-target_compile_options(SOFIEInference  PRIVATE   ${gnu-flags} -fno-trapping-math -O3)
-target_compile_options(RDF_SOFIE_Inference  PRIVATE  ${gnu-flags} -fno-trapping-math -O3)
-#endif()
+if ($APPLE)
+target_compile_options(SOFIEInference  PRIVATE   ${gnu-flags} -ffast-math -fno-trapping-math -O3)
+target_compile_options(RDF_SOFIE_Inference  PRIVATE  ${gnu-flags} -ffast-math -fno-trapping-math -O3)
+else()
+target_compile_options(SOFIEInference  PRIVATE   ${gnu-flags} -march=native -ffast-math -fno-trapping-math -O3)
+target_compile_options(RDF_SOFIE_Inference  PRIVATE  ${gnu-flags} -march=native -ffast-math -fno-trapping-math -O3)
+endif()
 
 endif()  # endif blas 
 endif()  # endif TMVA/SOFIE

root/tmva/sofie/ONNXRuntimeInference_Template.cxx.in

@@ -19,6 +19,7 @@ static void @FUNC_NAME@(benchmark::State& state, string model_path)
 
    Ort::SessionOptions session_options;
    session_options.SetIntraOpNumThreads(1);
+   session_options.SetInterOpNumThreads(1);
    session_options.SetGraphOptimizationLevel(GraphOptimizationLevel::ORT_ENABLE_EXTENDED);
 
    //std::cout << "benchmarking model " << model_path << std::endl;
@@ -45,12 +46,12 @@ static void @FUNC_NAME@(benchmark::State& state, string model_path)
    for (int i = 0; i < nout; i++)
       output_node_dims[i] = session.GetOutputTypeInfo(i).GetTensorTypeAndShapeInfo().GetShape();
 
-   for (int i = 0; i < nin; i++) {
-      std::cout << "input " << input_node_names[i] << " shape : ";
-      for (int j = 0; j < input_node_dims[i].size(); j++)
-         std::cout << "  " << input_node_dims[i][j];
-      std::cout << std::endl;
-   }
+   // for (int i = 0; i < nin; i++) {
+   //    std::cout << "input " << input_node_names[i] << " shape : ";
+   //    for (int j = 0; j < input_node_dims[i].size(); j++)
+   //       std::cout << "  " << input_node_dims[i][j];
+   //    std::cout << std::endl;
+   // }
    // fix negative shapes
    for (int i = 0; i < nin; i++) {
       for (int j = 0; j < input_node_dims[i].size(); j++) {