NV TensorRT RTX EP - initial commit

cmake/CMakeLists.txt

@@ -107,6 +107,7 @@ option(onnxruntime_ENABLE_MICROSOFT_INTERNAL "Use this option to enable/disable
 option(onnxruntime_USE_VITISAI "Build with Vitis-AI" OFF)
 option(onnxruntime_USE_TENSORRT "Build with TensorRT support" OFF)
 option(onnxruntime_USE_TENSORRT_BUILTIN_PARSER "Use TensorRT builtin parser" OFF)
+option(onnxruntime_USE_NV "Build with TensorRT support" OFF)
 option(onnxruntime_ENABLE_LTO "Enable link time optimization" OFF)
 option(onnxruntime_CROSS_COMPILING "Cross compiling onnx runtime" OFF)
 option(onnxruntime_GCOV_COVERAGE "Compile with options necessary to run code coverage" OFF)
@@ -250,6 +251,7 @@ option(onnxruntime_USE_LOCK_FREE_QUEUE "Build with lock-free task queue for thre
 option(onnxruntime_FORCE_GENERIC_ALGORITHMS "Disable optimized arch-specific algorithms. Use only for testing and debugging generic algorithms." OFF)
 
 option(onnxruntime_USE_TENSORRT_INTERFACE "Build ONNXRuntime shared lib which is compatible with TensorRT EP interface" OFF)
+option(onnxruntime_USE_NV_INTERFACE "Build ONNXRuntime shared lib which is compatible with NV EP interface" OFF)
 option(onnxruntime_USE_CUDA_INTERFACE "Build ONNXRuntime shared lib which is compatible with Cuda EP interface" OFF)
 option(onnxruntime_USE_OPENVINO_INTERFACE "Build ONNXRuntime shared lib which is compatible with OpenVINO EP interface" OFF)
 option(onnxruntime_USE_VITISAI_INTERFACE "Build ONNXRuntime shared lib which is compatible with Vitis-AI EP interface" OFF)
@@ -946,6 +948,15 @@ if (onnxruntime_USE_TENSORRT_INTERFACE AND (NOT onnxruntime_USE_TENSORRT))
     list(APPEND ORT_INTERFACE_FLAGS -DUSE_TENSORRT=1)
 endif()
 
+if (onnxruntime_USE_NV)
+    list(APPEND ORT_PROVIDER_FLAGS -DUSE_NV=1)
+    list(APPEND ONNXRUNTIME_PROVIDER_NAMES nv_tensorrt_rtx)
+endif()
+
+if (onnxruntime_USE_NV_INTERFACE AND (NOT onnxruntime_USE_NV))
+    list(APPEND ORT_INTERFACE_FLAGS -DUSE_NV=1)
+endif()
+
 if (onnxruntime_USE_RKNPU)
     list(APPEND ORT_PROVIDER_FLAGS -DUSE_RKNPU=1)
     list(APPEND ONNXRUNTIME_PROVIDER_NAMES rknpu)

cmake/onnxruntime_framework.cmake

@@ -63,7 +63,7 @@ endif()
 if(onnxruntime_ENABLE_INSTRUMENT)
   target_compile_definitions(onnxruntime_framework PRIVATE ONNXRUNTIME_ENABLE_INSTRUMENT)
 endif()
-if(onnxruntime_USE_TENSORRT OR onnxruntime_USE_NCCL)
+if(onnxruntime_USE_TENSORRT OR onnxruntime_USE_NCCL OR onnxruntime_USE_NV)
 # TODO: for now, core framework depends on CUDA. It should be moved to TensorRT EP
 # TODO: provider_bridge_ort.cc should not include nccl.h
 target_include_directories(onnxruntime_framework PRIVATE ${ONNXRUNTIME_ROOT} PUBLIC ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CUDA_TOOLKIT_INCLUDE_DIRECTORIES})

cmake/onnxruntime_providers.cmake

@@ -132,6 +132,10 @@ if (onnxruntime_USE_TENSORRT)
   include(onnxruntime_providers_tensorrt.cmake)
 endif()
 
+if (onnxruntime_USE_NV)
+  include(onnxruntime_providers_nv.cmake)
+endif()
+
 if (onnxruntime_USE_VITISAI)
   include(onnxruntime_providers_vitisai.cmake)
 endif()

cmake/onnxruntime_providers_nv.cmake

@@ -0,0 +1,202 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License.
+  find_package(CUDAToolkit REQUIRED 12.8)
+  enable_language(CUDA)
+  if(onnxruntime_DISABLE_CONTRIB_OPS)
+    message( FATAL_ERROR "To compile TensorRT execution provider contrib ops have to be enabled to dump an engine using com.microsoft:EPContext node." )
+  endif()
+  add_definitions(-DUSE_NV=1)
+  if (onnxruntime_NV_PLACEHOLDER_BUILDER)
+    add_definitions(-DORT_NV_PLACEHOLDER_BUILDER)
+  endif()
+  set(BUILD_LIBRARY_ONLY 1)
+  add_definitions("-DONNX_ML=1")
+  add_definitions("-DONNX_NAMESPACE=onnx")
+  set(CUDA_INCLUDE_DIRS ${CUDAToolkit_INCLUDE_DIRS})
+  set(TENSORRT_ROOT ${onnxruntime_TENSORRT_HOME})
+  set(OLD_CMAKE_CXX_FLAGS ${CMAKE_CXX_FLAGS})
+  set(PROTOBUF_LIBRARY ${PROTOBUF_LIB})
+  if (WIN32)
+    set(OLD_CMAKE_CUDA_FLAGS ${CMAKE_CUDA_FLAGS})
+    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /wd4099 /wd4551 /wd4505 /wd4515 /wd4706 /wd4456 /wd4324 /wd4701 /wd4804 /wd4702 /wd4458 /wd4703")
+    if (CMAKE_BUILD_TYPE STREQUAL "Debug")
+      set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /wd4805")
+    endif()
+    set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -include algorithm")
+    set(DISABLED_WARNINGS_FOR_TRT /wd4456)
+  endif()
+  if ( CMAKE_COMPILER_IS_GNUCC )
+    set(CMAKE_CXX_FLAGS  "${CMAKE_CXX_FLAGS} -Wno-unused-parameter -Wno-missing-field-initializers")
+  endif()
+  set(CXX_VERSION_DEFINED TRUE)
+
+  find_path(TENSORRT_INCLUDE_DIR NvInfer.h
+    HINTS ${TENSORRT_ROOT}
+    PATH_SUFFIXES include)
+
+
+  file(READ ${TENSORRT_INCLUDE_DIR}/NvInferVersion.h NVINFER_VER_CONTENT)
+  string(REGEX MATCH "define NV_TENSORRT_MAJOR * +([0-9]+)" NV_TENSORRT_MAJOR "${NVINFER_VER_CONTENT}")
+  string(REGEX REPLACE "define NV_TENSORRT_MAJOR * +([0-9]+)" "\\1" NV_TENSORRT_MAJOR "${NV_TENSORRT_MAJOR}")
+  string(REGEX MATCH "define NV_TENSORRT_MINOR * +([0-9]+)" NV_TENSORRT_MINOR "${NVINFER_VER_CONTENT}")
+  string(REGEX REPLACE "define NV_TENSORRT_MINOR * +([0-9]+)" "\\1" NV_TENSORRT_MINOR "${NV_TENSORRT_MINOR}")
+  string(REGEX MATCH "define NV_TENSORRT_PATCH * +([0-9]+)" NV_TENSORRT_PATCH "${NVINFER_VER_CONTENT}")
+  string(REGEX REPLACE "define NV_TENSORRT_PATCH * +([0-9]+)" "\\1" NV_TENSORRT_PATCH "${NV_TENSORRT_PATCH}")
+  math(EXPR NV_TENSORRT_MAJOR_INT "${NV_TENSORRT_MAJOR}")
+  math(EXPR NV_TENSORRT_MINOR_INT "${NV_TENSORRT_MINOR}")
+  math(EXPR NV_TENSORRT_PATCH_INT "${NV_TENSORRT_PATCH}")
+
+  if (NV_TENSORRT_MAJOR)
+    MESSAGE(STATUS "NV_TENSORRT_MAJOR is ${NV_TENSORRT_MAJOR}")
+  else()
+    MESSAGE(STATUS "Can't find NV_TENSORRT_MAJOR macro")
+  endif()
+
+  # Check TRT version >= 10.0.1.6
+  if ((NV_TENSORRT_MAJOR_INT GREATER 10) OR
+      (NV_TENSORRT_MAJOR_INT EQUAL 10 AND NV_TENSORRT_MINOR_INT GREATER 0) OR
+      (NV_TENSORRT_MAJOR_INT EQUAL 10 AND NV_TENSORRT_PATCH_INT GREATER 0))
+    set(TRT_GREATER_OR_EQUAL_TRT_10_GA ON)
+  else()
+    message( FATAL_ERROR "Only TensorRT 10.x or higher is supported." )
+  endif()
+
+  # TensorRT 10 GA onwards, the TensorRT libraries will have major version appended to the end on Windows,
+  # for example, nvinfer_10.dll, nvonnxparser_10.dll ...
+  if (WIN32 AND TRT_GREATER_OR_EQUAL_TRT_10_GA)
+    set(NVINFER_LIB "nvinfer_${NV_TENSORRT_MAJOR}")
+    set(PARSER_LIB "nvonnxparser_${NV_TENSORRT_MAJOR}")
+  endif()
+
+  if (NOT NVINFER_LIB)
+     set(NVINFER_LIB "nvinfer")
+  endif()
+
+  if (NOT PARSER_LIB)
+     set(PARSER_LIB "nvonnxparser")
+  endif()
+
+  MESSAGE(STATUS "Looking for ${NVINFER_LIB}")
+
+  find_library(TENSORRT_LIBRARY_INFER ${NVINFER_LIB}
+    HINTS ${TENSORRT_ROOT}
+    PATH_SUFFIXES lib lib64 lib/x64)
+
+  if (NOT TENSORRT_LIBRARY_INFER)
+    MESSAGE(STATUS "Can't find ${NVINFER_LIB}")
+  endif()
+
+  if (onnxruntime_USE_TENSORRT_BUILTIN_PARSER)
+    MESSAGE(STATUS "Looking for ${PARSER_LIB}")
+
+    find_library(TENSORRT_LIBRARY_NVONNXPARSER ${PARSER_LIB}
+      HINTS  ${TENSORRT_ROOT}
+      PATH_SUFFIXES lib lib64 lib/x64)
+
+    if (NOT TENSORRT_LIBRARY_NVONNXPARSER)
+      MESSAGE(STATUS "Can't find ${PARSER_LIB}")
+    endif()
+
+    set(TENSORRT_LIBRARY ${TENSORRT_LIBRARY_INFER} ${TENSORRT_LIBRARY_NVONNXPARSER})
+    MESSAGE(STATUS "Find TensorRT libs at ${TENSORRT_LIBRARY}")
+  else()
+    if (TRT_GREATER_OR_EQUAL_TRT_10_GA)
+      set(ONNX_USE_LITE_PROTO ON)
+    endif()
+    onnxruntime_fetchcontent_declare(
+      onnx_tensorrt
+      URL ${DEP_URL_onnx_tensorrt}
+      URL_HASH SHA1=${DEP_SHA1_onnx_tensorrt}
+      EXCLUDE_FROM_ALL
+    )
+    if (NOT CUDA_INCLUDE_DIR)
+      set(CUDA_INCLUDE_DIR ${CUDAToolkit_INCLUDE_DIRS}) # onnx-tensorrt repo needs this variable to build
+    endif()
+    # The onnx_tensorrt repo contains a test program, getSupportedAPITest, which doesn't support Windows. It uses
+    # unistd.h. So we must exclude it from our build. onnxruntime_fetchcontent_makeavailable is for the purpose.
+    onnxruntime_fetchcontent_makeavailable(onnx_tensorrt)
+    include_directories(${onnx_tensorrt_SOURCE_DIR})
+    set(CMAKE_CXX_FLAGS ${OLD_CMAKE_CXX_FLAGS})
+    if ( CMAKE_COMPILER_IS_GNUCC )
+      set(CMAKE_CXX_FLAGS  "${CMAKE_CXX_FLAGS} -Wno-unused-parameter")
+    endif()
+    if (WIN32)
+      set(CMAKE_CUDA_FLAGS ${OLD_CMAKE_CUDA_FLAGS})
+      unset(PROTOBUF_LIBRARY)
+      unset(OLD_CMAKE_CXX_FLAGS)
+      unset(OLD_CMAKE_CUDA_FLAGS)
+      set_target_properties(${PARSER_LIB} PROPERTIES LINK_FLAGS "/ignore:4199")
+      target_compile_options(nvonnxparser_static PRIVATE /FIio.h /wd4100)
+      target_compile_options(${PARSER_LIB} PRIVATE /FIio.h /wd4100)
+    endif()
+    # Static libraries are just nvonnxparser_static on all platforms
+    set(onnxparser_link_libs nvonnxparser_static)
+    set(TENSORRT_LIBRARY ${TENSORRT_LIBRARY_INFER})
+    MESSAGE(STATUS "Find TensorRT libs at ${TENSORRT_LIBRARY}")
+  endif()
+
+  include_directories(${TENSORRT_INCLUDE_DIR})
+  # ${TENSORRT_LIBRARY} is empty if we link nvonnxparser_static.
+  # nvonnxparser_static is linked against tensorrt libraries in onnx-tensorrt
+  # See https://github.com/onnx/onnx-tensorrt/blob/8af13d1b106f58df1e98945a5e7c851ddb5f0791/CMakeLists.txt#L121
+  # However, starting from TRT 10 GA, nvonnxparser_static doesn't link against tensorrt libraries.
+  # Therefore, the above code finds ${TENSORRT_LIBRARY_INFER}
+  set(trt_link_libs ${CMAKE_DL_LIBS} ${TENSORRT_LIBRARY})
+  file(GLOB_RECURSE onnxruntime_providers_nv_tensorrt_rtx_cc_srcs CONFIGURE_DEPENDS
+    "${ONNXRUNTIME_ROOT}/core/providers/nv_tensorrt_rtx/*.h"
+    "${ONNXRUNTIME_ROOT}/core/providers/nv_tensorrt_rtx/*.cc"
+    "${ONNXRUNTIME_ROOT}/core/providers/shared_library/*.h"
+    "${ONNXRUNTIME_ROOT}/core/providers/shared_library/*.cc"
+    "${ONNXRUNTIME_ROOT}/core/providers/cuda/cuda_stream_handle.h"
+    "${ONNXRUNTIME_ROOT}/core/providers/cuda/cuda_stream_handle.cc"
+    "${ONNXRUNTIME_ROOT}/core/providers/cuda/cuda_graph.h"
+    "${ONNXRUNTIME_ROOT}/core/providers/cuda/cuda_graph.cc"
+  )
+
+  source_group(TREE ${ONNXRUNTIME_ROOT}/core FILES ${onnxruntime_providers_nv_tensorrt_rtx_cc_srcs})
+  onnxruntime_add_shared_library_module(onnxruntime_providers_nv_tensorrt_rtx ${onnxruntime_providers_nv_tensorrt_rtx_cc_srcs})
+  onnxruntime_add_include_to_target(onnxruntime_providers_nv_tensorrt_rtx onnxruntime_common)
+  target_link_libraries(onnxruntime_providers_nv_tensorrt_rtx PRIVATE Eigen3::Eigen  onnx flatbuffers::flatbuffers Boost::mp11 safeint_interface Eigen3::Eigen)
+  add_dependencies(onnxruntime_providers_nv_tensorrt_rtx onnxruntime_providers_shared ${onnxruntime_EXTERNAL_DEPENDENCIES})
+  if (onnxruntime_USE_TENSORRT_BUILTIN_PARSER)
+    target_link_libraries(onnxruntime_providers_nv_tensorrt_rtx PRIVATE ${trt_link_libs} ${ONNXRUNTIME_PROVIDERS_SHARED} ${PROTOBUF_LIB} flatbuffers::flatbuffers Boost::mp11 safeint_interface ${ABSEIL_LIBS} PUBLIC CUDA::cudart)
+  else()
+    target_link_libraries(onnxruntime_providers_nv_tensorrt_rtx PRIVATE ${onnxparser_link_libs} ${trt_link_libs} ${ONNXRUNTIME_PROVIDERS_SHARED} ${PROTOBUF_LIB} flatbuffers::flatbuffers ${ABSEIL_LIBS} PUBLIC CUDA::cudart)
+  endif()
+  target_include_directories(onnxruntime_providers_nv_tensorrt_rtx PRIVATE ${ONNXRUNTIME_ROOT} ${CMAKE_CURRENT_BINARY_DIR}
+    PUBLIC ${CUDAToolkit_INCLUDE_DIRS})
+
+  # ${CMAKE_CURRENT_BINARY_DIR} is so that #include "onnxruntime_config.h" inside tensor_shape.h is found
+  set_target_properties(onnxruntime_providers_nv_tensorrt_rtx PROPERTIES LINKER_LANGUAGE CUDA)
+  set_target_properties(onnxruntime_providers_nv_tensorrt_rtx PROPERTIES FOLDER "ONNXRuntime")
+  target_compile_definitions(onnxruntime_providers_nv_tensorrt_rtx PRIVATE ONNXIFI_BUILD_LIBRARY=1)
+  target_compile_options(onnxruntime_providers_nv_tensorrt_rtx PRIVATE ${DISABLED_WARNINGS_FOR_TRT})
+  if (WIN32)
+    target_compile_options(onnxruntime_providers_nv_tensorrt_rtx INTERFACE /wd4456)
+  endif()
+  # set CUDA_MINIMAL as default for NV provider since we do not have fallback to CUDA
+  target_compile_definitions(onnxruntime_providers_nv_tensorrt_rtx PRIVATE USE_CUDA_MINIMAL=1)
+
+  # Needed for the provider interface, as it includes training headers when training is enabled
+  if (onnxruntime_ENABLE_TRAINING_OPS)
+    target_include_directories(onnxruntime_providers_nv_tensorrt_rtx PRIVATE ${ORTTRAINING_ROOT})
+    if (onnxruntime_ENABLE_TRAINING_TORCH_INTEROP)
+      onnxruntime_add_include_to_target(onnxruntime_providers_nv_tensorrt_rtx Python::Module)
+    endif()
+  endif()
+
+  if(APPLE)
+    set_property(TARGET onnxruntime_providers_nv_tensorrt_rtx APPEND_STRING PROPERTY LINK_FLAGS "-Xlinker -exported_symbols_list ${ONNXRUNTIME_ROOT}/core/providers/nv_tensorrt_rtx/exported_symbols.lst")
+  elseif(UNIX)
+    set_property(TARGET onnxruntime_providers_nv_tensorrt_rtx APPEND_STRING PROPERTY COMPILE_FLAGS "-Wno-deprecated-declarations")
+    set_property(TARGET onnxruntime_providers_nv_tensorrt_rtx APPEND_STRING PROPERTY LINK_FLAGS "-Xlinker --version-script=${ONNXRUNTIME_ROOT}/core/providers/nv_tensorrt_rtx/version_script.lds -Xlinker --gc-sections")
+  elseif(WIN32)
+    set_property(TARGET onnxruntime_providers_nv_tensorrt_rtx APPEND_STRING PROPERTY LINK_FLAGS "-DEF:${ONNXRUNTIME_ROOT}/core/providers/nv_tensorrt_rtx/symbols.def")
+  else()
+    message(FATAL_ERROR "onnxruntime_providers_nv_tensorrt_rtx unknown platform, need to specify shared library exports for it")
+  endif()
+
+  install(TARGETS onnxruntime_providers_nv_tensorrt_rtx
+          ARCHIVE  DESTINATION ${CMAKE_INSTALL_LIBDIR}
+          LIBRARY  DESTINATION ${CMAKE_INSTALL_LIBDIR}
+          RUNTIME  DESTINATION ${CMAKE_INSTALL_BINDIR})

cmake/onnxruntime_providers_tensorrt.cmake

@@ -27,7 +27,8 @@
     set(CMAKE_CXX_FLAGS  "${CMAKE_CXX_FLAGS} -Wno-unused-parameter -Wno-missing-field-initializers")
   endif()
   set(CXX_VERSION_DEFINED TRUE)
-
+message(STATUS "ishwar TENSORRT_ROOT is ${TENSORRT_ROOT}")
+message(STATUS "onnxruntime_USE_TENSORRT_BUILTIN_PARSER is ${onnxruntime_USE_TENSORRT_BUILTIN_PARSER}")
   find_path(TENSORRT_INCLUDE_DIR NvInfer.h
     HINTS ${TENSORRT_ROOT}
     PATH_SUFFIXES include)

cmake/onnxruntime_python.cmake

@@ -914,6 +914,16 @@ if (onnxruntime_USE_TENSORRT)
   )
 endif()
 
+if (onnxruntime_USE_NV)
+  add_custom_command(
+    TARGET onnxruntime_pybind11_state POST_BUILD
+    COMMAND ${CMAKE_COMMAND} -E copy
+        $<TARGET_FILE:onnxruntime_providers_nv_tensorrt_rtx>
+        $<TARGET_FILE:onnxruntime_providers_shared>
+        $<TARGET_FILE_DIR:${build_output_target}>/onnxruntime/capi/
+  )
+endif()
+
 if (onnxruntime_USE_MIGRAPHX)
   add_custom_command(
     TARGET onnxruntime_pybind11_state POST_BUILD