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Add option to limit ONNX Runtime build parallelism #342

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Add option to limit ONNX Runtime build parallelism #342

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4 changes: 4 additions & 0 deletions CMakeLists.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -95,6 +95,7 @@ set(TRITON_BUILD_CONTAINER "" CACHE STRING "Triton container to use a base for b
set(TRITON_BUILD_CONTAINER_VERSION "" CACHE STRING "Triton container version to target")
set(TRITON_BUILD_ONNXRUNTIME_VERSION "" CACHE STRING "ONNXRuntime version to build")
set(TRITON_BUILD_ONNXRUNTIME_OPENVINO_VERSION "" CACHE STRING "ONNXRuntime OpenVINO version to build")
set(TRITON_BUILD_ONNXRUNTIME_PARALLEL "" CACHE STRING "Limit ONNX Runtime internal build parallelism")
set(TRITON_BUILD_TARGET_PLATFORM "" CACHE STRING "Target platform for ONNXRuntime build")
set(TRITON_BUILD_CUDA_VERSION "" CACHE STRING "Version of CUDA install")
set(TRITON_BUILD_CUDA_HOME "" CACHE PATH "Path to CUDA install")
Expand Down Expand Up @@ -324,6 +325,9 @@ endif() # TRITON_ENABLE_ONNXRUNTIME_OPENVINO
#
if(TRITON_ONNXRUNTIME_DOCKER_BUILD)
set(_GEN_FLAGS "")
if(NOT "${TRITON_BUILD_ONNXRUNTIME_PARALLEL}" STREQUAL "")
set(_GEN_FLAGS ${_GEN_FLAGS} "--ort-build-parallel=${TRITON_BUILD_ONNXRUNTIME_PARALLEL}")
endif() # TRITON_BUILD_ONNXRUNTIME_PARALLEL
if(NOT ${TRITON_BUILD_TARGET_PLATFORM} STREQUAL "")
set(_GEN_FLAGS ${_GEN_FLAGS} "--target-platform=${TRITON_BUILD_TARGET_PLATFORM}")
endif() # TRITON_BUILD_TARGET_PLATFORM
Expand Down
15 changes: 13 additions & 2 deletions tools/gen_ort_dockerfile.py
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Original file line number Diff line number Diff line change
Expand Up @@ -382,12 +382,16 @@ def dockerfile_for_linux(output_file):
else:
cuda_archs = "75-real;80-real;86-real;90-real;100f;110f;120f"

ort_parallel_arg = "--parallel"
if FLAGS.ort_build_parallel is not None:
ort_parallel_arg += f" {FLAGS.ort_build_parallel}"

df += """
WORKDIR /workspace/onnxruntime
ARG COMMON_BUILD_ARGS="--config ${{ONNXRUNTIME_BUILD_CONFIG}} --parallel --skip_submodule_sync --build_shared_lib \
ARG COMMON_BUILD_ARGS="--config ${{ONNXRUNTIME_BUILD_CONFIG}} {} --skip_submodule_sync --build_shared_lib \
--compile_no_warning_as_error --build_dir /workspace/build --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES='{}' --cmake_extra_defines CMAKE_POLICY_VERSION_MINIMUM=3.5 --build_wheel"
""".format(
cuda_archs
ort_parallel_arg, cuda_archs
)

df += """
Expand Down Expand Up @@ -541,6 +545,13 @@ def preprocess_gpu_flags():
choices=["Debug", "Release", "RelWithDebInfo"],
help="ORT build configuration.",
)
parser.add_argument(
"--ort-build-parallel",
type=int,
required=False,
default=None,
help="Limit ONNX Runtime internal build parallelism.",
)
parser.add_argument(
"--target-platform",
required=False,
Expand Down