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Update CUDA version to 11.6 and refactor python packaging pipeline (#13002)

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1. Update CUDA version from 11.4 to 11.6.
2. Update Manylinux version
3. Upgrade GCC version from 10 to 11 for most x86_64 pipelines. CentOS 7 ARM64 doesn't have GCC 11 yet.
4. Refactor python packaging pipeline: 
    a. Split Linux GPU build job to two parts, build and test, so that the
build part doesn't need to use a GPU machine
    b. Make the Linux GPU build job and Linux CPU build job more similar: share the same bash script and yaml file.
5. Temporarily disable Attention_Mask1D_Fp16_B2_FusedNoPadding because it is causing one of our packaging pipeline to fail. I have created an ADO task for this.
This commit is contained in:
Changming Sun 2022-09-23 00:29:27 -07:00 committed by GitHub
parent 92237567d3
commit eafd67b8fd
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GPG key ID: 4AEE18F83AFDEB23
47 changed files with 503 additions and 486 deletions
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4
cmake/CMakeLists.txt
View file

@ -1163,6 +1163,10 @@ else()
if (HAS_ENUM_CONSTEXPR_CONVERSION)
target_compile_options(${PROTOBUF_LIB} PRIVATE "-Wno-enum-constexpr-conversion")
endif()
if (onnxruntime_USE_ROCM)
# float16.h:90:12: error: ‘tmp’ is used uninitialized
list(APPEND ORT_WARNING_FLAGS -Wno-uninitialized)
endif()
endif()
#names in this var must match the directory names under onnxruntime/core/providers

2
onnxruntime/core/providers/rocm/cu_inc/common.cuh
View file

@ -2,6 +2,8 @@
// Licensed under the MIT License.
#pragma once
#include <type_traits>
#include <memory>
#include <stdint.h>
#include <vector>
#include <mutex>

2
onnxruntime/test/contrib_ops/attention_op_test.cc
View file

@ -1905,7 +1905,7 @@ TEST(AttentionTest, Attention_Mask1D_Fp32_B2_S64) {
false);
}
TEST(AttentionTest, Attention_Mask1D_Fp16_B2_FusedNoPadding) {
TEST(AttentionTest, DISABLED_Attention_Mask1D_Fp16_B2_FusedNoPadding) {
constexpr int batch_size = 2;
// Sequence lengths used in TRT fused attention fp16 v2 kernels.

1
setup.py
View file

@ -104,6 +104,7 @@ manylinux_tags = [
"manylinux2014_ppc64le",
"manylinux2014_s390x",
"manylinux_2_27_x86_64",
"manylinux_2_27_aarch64",
]
is_manylinux = environ.get("AUDITWHEEL_PLAT", None) in manylinux_tags

2
tools/ci_build/github/azure-pipelines/binary-size-checks-pipeline.yml
View file

@ -14,7 +14,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: BinarySizeChecks

2
tools/ci_build/github/azure-pipelines/build-perf-test-binaries-pipeline.yml
View file

@ -12,7 +12,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
stages:

12
tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
View file

@ -29,7 +29,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- template: templates/c-api-cpu.yml
@ -101,7 +101,7 @@ jobs:
buildArch: x64
msbuildPlatform: x64
packageName: x64-cuda
buildparameter: --use_cuda --cuda_version=11.4 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4" --enable_onnx_tests --enable_wcos --build_java --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=37;52;60;61;70;75;80"
buildparameter: --use_cuda --cuda_version=11.6 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6" --enable_onnx_tests --enable_wcos --build_java --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=37;52;60;61;70;75;80"
runTests: ${{ parameters.RunOnnxRuntimeTests }}
buildJava: true
java_artifact_id: onnxruntime_gpu
@ -116,7 +116,7 @@ jobs:
buildArch: x64
msbuildPlatform: x64
packageName: x64-tensorrt
buildparameter: --use_tensorrt --tensorrt_home="C:\local\TensorRT-8.4.1.5.Windows10.x86_64.cuda-11.6.cudnn8.4" --cuda_version=11.4 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4" --enable_onnx_tests --enable_wcos --build_java --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=37;52;60;61;70;75;80"
buildparameter: --use_tensorrt --tensorrt_home="C:\local\TensorRT-8.4.1.5.Windows10.x86_64.cuda-11.6.cudnn8.4" --cuda_version=11.6 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6" --enable_onnx_tests --enable_wcos --build_java --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=37;52;60;61;70;75;80"
runTests: ${{ parameters.RunOnnxRuntimeTests }}
buildJava: true
java_artifact_id: onnxruntime_gpu
@ -296,7 +296,7 @@ jobs:
tools/ci_build/get_docker_image.py \
--dockerfile tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_6_tensorrt8_4 \
--context tools/ci_build/github/linux/docker \
--docker-build-args "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-10/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-10/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-10/root/usr/lib64:/opt/rh/devtoolset-10/root/usr/lib:/opt/rh/devtoolset-10/root/usr/lib64/dyninst:/opt/rh/devtoolset-10/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )" \
--docker-build-args "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )" \
--container-registry onnxruntimebuildcache \
--repository onnxruntimecuda116xtrt84build
displayName: "Getonnxruntimecuda116xtrt84build image for tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_6_tensorrt8_4"
@ -350,7 +350,7 @@ jobs:
displayName: 'Test C API application for GPU package'
inputs:
script: |
docker run --gpus all -e CC=/opt/rh/devtoolset-10/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-10/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e NVIDIA_VISIBLE_DEVICES=all --rm --volume $(Build.SourcesDirectory):/src_dir \
docker run --gpus all -e CC=/opt/rh/devtoolset-11/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-11/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e NVIDIA_VISIBLE_DEVICES=all --rm --volume $(Build.SourcesDirectory):/src_dir \
--volume $(Build.ArtifactStagingDirectory):/artifact_src -e NIGHTLY_BUILD onnxruntimecuda116xtrt84build \
/src_dir/onnxruntime-inference-examples/c_cxx/squeezenet/run_capi_application.sh -o /src_dir/onnxruntime -p /artifact_src/onnxruntime-linux-x64-gpu-$(OnnxRuntimeVersion).tgz -w /src_dir/onnxruntime-inference-examples/c_cxx/squeezenet
workingDirectory: '$(Build.ArtifactStagingDirectory)'
@ -676,7 +676,7 @@ jobs:
DoNugetPack : 'true'
DoCompliance: 'false'
DoEsrp: ${{ parameters.DoEsrp }}
CudaVersion: '11.4'
CudaVersion: '11.6'
OrtPackageId: 'Microsoft.ML.OnnxRuntime.DirectML'
NuPackScript: |
msbuild $(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.proj /p:Configuration=RelWithDebInfo /t:CreatePackage /p:OrtPackageId=Microsoft.ML.OnnxRuntime.DirectML

2
tools/ci_build/github/azure-pipelines/linux-ci-pipeline.yml
View file

@ -4,7 +4,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: Linux_Build

2
tools/ci_build/github/azure-pipelines/linux-cpu-aten-pipeline.yml
View file

@ -4,7 +4,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: Linux_Build

2
tools/ci_build/github/azure-pipelines/linux-cpu-eager-pipeline.yml
View file

@ -4,7 +4,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: BuildAndTestEagerMode

2
tools/ci_build/github/azure-pipelines/linux-cpu-minimal-build-ci-pipeline.yml
View file

@ -27,7 +27,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: Linux_CPU_Minimal_Build_E2E

2
tools/ci_build/github/azure-pipelines/linux-dnnl-ci-pipeline.yml
View file

@ -4,7 +4,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: Linux_py_Wheels

12
tools/ci_build/github/azure-pipelines/linux-gpu-ci-pipeline.yml
View file

@ -4,7 +4,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: Linux_Build
@ -23,14 +23,14 @@ jobs:
parameters:
Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11
Context: tools/ci_build/github/linux/docker
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg BASEIMAGE=nvidia/cuda:11.4.0-cudnn8-devel-centos7 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-10/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-10/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-10/root/usr/lib64:/opt/rh/devtoolset-10/root/usr/lib:/opt/rh/devtoolset-10/root/usr/lib64/dyninst:/opt/rh/devtoolset-10/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg BASEIMAGE=nvidia/cuda:11.6.2-cudnn8-devel-centos7 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
Repository: onnxruntimecuda11build
- task: CmdLine@2
inputs:
script: |
mkdir -p $HOME/.onnx
docker run -e CC=/opt/rh/devtoolset-10/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-10/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --rm \
docker run -e CC=/opt/rh/devtoolset-11/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-11/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --rm \
--volume /data/onnx:/data/onnx:ro \
--volume $(Build.SourcesDirectory):/onnxruntime_src \
--volume $(Build.BinariesDirectory):/build \
@ -47,10 +47,10 @@ jobs:
--build_shared_lib \
--parallel \
--build_wheel \
--enable_onnx_tests --use_cuda --cuda_version=11.4 --cuda_home=/usr/local/cuda-11.4 --cudnn_home=/usr/local/cuda-11.4 \
--enable_onnx_tests --use_cuda --cuda_version=11.6 --cuda_home=/usr/local/cuda-11.6 --cudnn_home=/usr/local/cuda-11.6 \
--enable_cuda_profiling \
--enable_pybind --build_java \
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-10/root/usr/bin/cc CMAKE_CUDA_ARCHITECTURES=75
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-11/root/usr/bin/cc CMAKE_CUDA_ARCHITECTURES=75
workingDirectory: $(Build.SourcesDirectory)
- task: CmdLine@2
@ -122,7 +122,7 @@ jobs:
--build_shared_lib \
--parallel \
--build_wheel \
--enable_onnx_tests --use_cuda --cuda_version=11.4 --cuda_home=/usr/local/cuda-11.4 --cudnn_home=/usr/local/cuda-11.4 \
--enable_onnx_tests --use_cuda --cuda_version=11.6 --cuda_home=/usr/local/cuda-11.6 --cudnn_home=/usr/local/cuda-11.6 \
--enable_pybind --build_java --ctest_path ''
- template: templates/clean-agent-build-directory-step.yml

10
tools/ci_build/github/azure-pipelines/linux-gpu-cuda-11-pipeline.yml
View file

@ -4,7 +4,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: Linux_Build_CUDA11_NV6
@ -21,14 +21,14 @@ jobs:
parameters:
Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11
Context: tools/ci_build/github/linux/docker
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg BASEIMAGE=nvidia/cuda:11.4.0-cudnn8-devel-centos7 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-10/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-10/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-10/root/usr/lib64:/opt/rh/devtoolset-10/root/usr/lib:/opt/rh/devtoolset-10/root/usr/lib64/dyninst:/opt/rh/devtoolset-10/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg BASEIMAGE=nvidia/cuda:11.6.2-cudnn8-devel-centos7 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
Repository: onnxruntimecuda11build
- task: CmdLine@2
inputs:
script: |
mkdir -p $HOME/.onnx
docker run --gpus all -e CC=/opt/rh/devtoolset-10/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-10/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --rm \
docker run --gpus all -e CC=/opt/rh/devtoolset-11/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-11/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --rm \
--volume /data/onnx:/data/onnx:ro \
--volume $(Build.SourcesDirectory):/onnxruntime_src \
--volume $(Build.BinariesDirectory):/build \
@ -45,9 +45,9 @@ jobs:
--build_shared_lib \
--parallel \
--build_wheel \
--enable_onnx_tests --use_cuda --cuda_version=11.4 --cuda_home=/usr/local/cuda-11.4 --cudnn_home=/usr/local/cuda-11.4 \
--enable_onnx_tests --use_cuda --cuda_version=11.6 --cuda_home=/usr/local/cuda-11.6 --cudnn_home=/usr/local/cuda-11.6 \
--enable_pybind --build_java --build_nodejs \
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-10/root/usr/bin/cc CMAKE_CUDA_ARCHITECTURES=52
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-11/root/usr/bin/cc CMAKE_CUDA_ARCHITECTURES=52
workingDirectory: $(Build.SourcesDirectory)
- task: PublishTestResults@2

8
tools/ci_build/github/azure-pipelines/linux-gpu-tensorrt-ci-pipeline.yml
View file

@ -4,7 +4,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: Linux_CI_GPU_TENSORRT_Dev
@ -22,13 +22,13 @@ jobs:
parameters:
Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_6_tensorrt8_4
Context: tools/ci_build/github/linux/docker
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-10/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-10/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-10/root/usr/lib64:/opt/rh/devtoolset-10/root/usr/lib:/opt/rh/devtoolset-10/root/usr/lib64/dyninst:/opt/rh/devtoolset-10/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
Repository: onnxruntimetensorrt84gpubuild
- task: CmdLine@2
inputs:
script: |
mkdir -p $HOME/.onnx
docker run --gpus all -e CC=/opt/rh/devtoolset-10/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-10/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --rm \
docker run --gpus all -e CC=/opt/rh/devtoolset-11/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-11/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --rm \
--volume /data/onnx:/data/onnx:ro \
--volume $(Build.SourcesDirectory):/onnxruntime_src \
--volume $(Build.BinariesDirectory):/build \
@ -48,7 +48,7 @@ jobs:
--enable_onnx_tests --use_cuda --cuda_version=11.6 --cuda_home=/usr/local/cuda-11.6 --cudnn_home=/usr/local/cuda-11.6 \
--enable_pybind --build_java --build_nodejs \
--use_tensorrt --tensorrt_placeholder_builder --tensorrt_home /usr \
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-10/root/usr/bin/cc CMAKE_CUDA_ARCHITECTURES=52
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-11/root/usr/bin/cc CMAKE_CUDA_ARCHITECTURES=52
workingDirectory: $(Build.SourcesDirectory)
- task: PublishTestResults@2
displayName: 'Publish unit test results'

6
tools/ci_build/github/azure-pipelines/linux-gpu-tensorrt-packaging-pipeline.yml
View file

@ -32,7 +32,7 @@ jobs:
parameters:
Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_6_tensorrt8_4
Context: tools/ci_build/github/linux/docker
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-10/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-10/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-10/root/usr/lib64:/opt/rh/devtoolset-10/root/usr/lib:/opt/rh/devtoolset-10/root/usr/lib64/dyninst:/opt/rh/devtoolset-10/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
Repository: onnxruntimecuda114xtrt82build
- template: templates/set-version-number-variables-step.yml
@ -41,10 +41,10 @@ jobs:
inputs:
script: |
mkdir -p $HOME/.onnx
docker run --gpus all -e CC=/opt/rh/devtoolset-10/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-10/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e NVIDIA_VISIBLE_DEVICES=all --rm --volume /data/onnx:/data/onnx:ro --volume $(Build.SourcesDirectory):/onnxruntime_src --volume $(Build.BinariesDirectory):/build \
docker run --gpus all -e CC=/opt/rh/devtoolset-11/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-11/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e NVIDIA_VISIBLE_DEVICES=all --rm --volume /data/onnx:/data/onnx:ro --volume $(Build.SourcesDirectory):/onnxruntime_src --volume $(Build.BinariesDirectory):/build \
--volume /data/models:/build/models:ro --volume $HOME/.onnx:/home/onnxruntimedev/.onnx -e NIGHTLY_BUILD onnxruntimecuda114xtrt82build \
/opt/python/cp37-cp37m/bin/python3 /onnxruntime_src/tools/ci_build/build.py --build_dir /build --config Release \
--skip_submodule_sync --parallel --build_shared_lib ${{ parameters.buildJavaOption }} --use_tensorrt --tensorrt_placeholder_builder --cuda_version=$(CUDA_VERSION) --cuda_home=/usr/local/cuda-$(CUDA_VERSION) --cudnn_home=/usr --tensorrt_home=/usr --cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-10/root/usr/bin/cc 'CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80'
--skip_submodule_sync --parallel --build_shared_lib ${{ parameters.buildJavaOption }} --use_tensorrt --tensorrt_placeholder_builder --cuda_version=$(CUDA_VERSION) --cuda_home=/usr/local/cuda-$(CUDA_VERSION) --cudnn_home=/usr --tensorrt_home=/usr --cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-11/root/usr/bin/cc 'CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80'
workingDirectory: $(Build.SourcesDirectory)
- ${{ if eq(parameters.buildJava, true) }}:

10
tools/ci_build/github/azure-pipelines/linux-multi-gpu-ci-pipeline.yml
View file

@ -4,7 +4,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: Linux_Build
@ -21,14 +21,14 @@ jobs:
parameters:
Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11
Context: tools/ci_build/github/linux/docker
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg BASEIMAGE=nvidia/cuda:11.4.0-cudnn8-devel-centos7 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-10/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-10/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-10/root/usr/lib64:/opt/rh/devtoolset-10/root/usr/lib:/opt/rh/devtoolset-10/root/usr/lib64/dyninst:/opt/rh/devtoolset-10/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg BASEIMAGE=nvidia/cuda:11.6.2-cudnn8-devel-centos7 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
Repository: onnxruntimecuda11build
- task: CmdLine@2
inputs:
script: |
mkdir -p $HOME/.onnx
docker run --gpus all -e CC=/opt/rh/devtoolset-10/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-10/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --rm \
docker run --gpus all -e CC=/opt/rh/devtoolset-11/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-11/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --rm \
--volume /data/onnx:/data/onnx:ro \
--volume $(Build.SourcesDirectory):/onnxruntime_src \
--volume $(Build.BinariesDirectory):/build \
@ -45,9 +45,9 @@ jobs:
--build_shared_lib \
--parallel \
--build_wheel \
--enable_onnx_tests --use_cuda --cuda_version=11.4 --cuda_home=/usr/local/cuda-11.4 --cudnn_home=/usr/local/cuda-11.4 \
--enable_onnx_tests --use_cuda --cuda_version=11.6 --cuda_home=/usr/local/cuda-11.6 --cudnn_home=/usr/local/cuda-11.6 \
--enable_pybind --build_java --build_nodejs --enable_multi_device_test \
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-10/root/usr/bin/cc CMAKE_CUDA_ARCHITECTURES=52
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-11/root/usr/bin/cc CMAKE_CUDA_ARCHITECTURES=52
workingDirectory: $(Build.SourcesDirectory)
- task: PublishTestResults@2

2
tools/ci_build/github/azure-pipelines/mac-react-native-ci-pipeline.yml
View file

@ -15,7 +15,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
variables:
${{ if eq(parameters.NpmPublish, 'nightly (@dev)') }}:

2
tools/ci_build/github/azure-pipelines/npm-packaging-pipeline.yml
View file

@ -34,7 +34,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
stages:
- template: templates/web-ci.yml

2
tools/ci_build/github/azure-pipelines/orttraining-linux-ci-pipeline.yml
View file

@ -4,7 +4,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: Linux_Build

2
tools/ci_build/github/azure-pipelines/orttraining-linux-external-custom-ops.yml
View file

@ -4,7 +4,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
jobs:
- job: Linux_Build

2
tools/ci_build/github/azure-pipelines/orttraining-py-packaging-pipeline-cpu.yml
View file

@ -15,7 +15,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
stages:
- stage: Python_Packaging

4
tools/ci_build/github/azure-pipelines/orttraining-py-packaging-pipeline-cuda116.yml
View file

@ -17,7 +17,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
stages:
- template: templates/py-packaging-training-cuda-stage.yml
@ -26,7 +26,7 @@ stages:
torch_version: '1.11.0'
opset_version: '15'
cuda_version: '11.6'
gcc_version: 10
gcc_version: 11
cmake_cuda_architectures: 37;50;52;60;61;70;75;80;86;87
docker_file: Dockerfile.manylinux2014_training_cuda11_6
agent_pool: Onnxruntime-Linux-GPU

2
tools/ci_build/github/azure-pipelines/orttraining-py-packaging-pipeline-rocm.yml
View file

@ -6,7 +6,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
stages:
- stage: Python_Packaging

2
tools/ci_build/github/azure-pipelines/py-package-build-pipeline.yml
View file

@ -47,7 +47,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
stages:
- template: templates/py-packaging-selectable-stage.yml

71
tools/ci_build/github/azure-pipelines/py-package-test-pipeline.yml
View file

@ -5,52 +5,41 @@ resources:
trigger: true
jobs:
- job: Linux_Test
- template: templates/py-packaging-linux-test.yml
parameters:
arch: 'x86_64'
machine_pool: 'Linux-CPU'
device: 'CPU'
- template: templates/py-packaging-linux-test.yml
parameters:
arch: 'aarch64'
machine_pool: 'aiinfra-linux-ARM64-CPU-2019'
device: 'CPU'
- template: templates/py-packaging-linux-test.yml
parameters:
arch: 'x86_64'
machine_pool: 'Onnxruntime-Linux-GPU'
device: 'GPU'
python_wheel_suffix: '_gpu'
- job: Final
dependsOn:
- Linux_Test_CPU_x86_64
- Linux_Test_CPU_aarch64
- Linux_Test_GPU_x86_64
#Run this step only if all previous steps are succeeded and (this build was triggered by a resource trigger or it was triggered by another build).
condition: and(succeeded(), eq(variables['Build.Reason'], 'ResourceTrigger'))
timeoutInMinutes: 60
variables:
skipComponentGovernanceDetection: true
workspace:
clean: all
pool: Linux-CPU
pool: Azure-Pipelines-EO-Windows2022-aiinfra
steps:
- task: DownloadPipelineArtifact@2
displayName: 'Download Pipeline Artifact'
inputs:
preferTriggeringPipeline: true
artifactName: 'drop-linux-cpu-x86_64'
targetPath: '$(Build.BinariesDirectory)/Release'
runVersion: 'latest'
buildType: specific
project: '530acbc4-21bc-487d-8cd8-348ff451d2ff'
definition: 841
#buildVersionToDownload: specific
#pipelineId: 227749
- task: DownloadPipelineArtifact@2
displayName: 'Download Pipeline Artifact'
inputs:
preferTriggeringPipeline: true
artifactName: 'onnxruntime'
targetPath: '$(Build.BinariesDirectory)/whl'
runVersion: 'latest'
buildType: specific
project: '530acbc4-21bc-487d-8cd8-348ff451d2ff'
definition: 841
#buildVersionToDownload: specific
#pipelineId: 227749
- task: Bash@3
displayName: 'Bash Script'
inputs:
targetType: filePath
filePath: tools/ci_build/github/linux/run_python_tests.sh
- task: PowerShell@2
displayName: 'Add Build Tag'
#Run this step only if all previous steps are succeeded and (this build was triggered by a resource trigger or it was triggered by another build).
condition: and(succeeded(), eq(variables['Build.Reason'], 'ResourceTrigger'))
displayName: 'Add Build Tag'
env:
SYSTEM_ACCESSTOKEN: $(System.AccessToken)
inputs:
@ -61,7 +50,3 @@ jobs:
$headers.Add("Content-Type", "application/json")
$uri = "https://dev.azure.com/aiinfra/Lotus/_apis/build/builds/$(resources.pipeline.build.runID)/tags/test%20pass?api-version=6.0"
Invoke-RestMethod -Uri $uri -Headers $headers -Method PUT
- task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3
displayName: 'Clean Agent Directories'
condition: always()

2
tools/ci_build/github/azure-pipelines/py-packaging-pipeline.yml
View file

@ -47,7 +47,7 @@ resources:
type: Github
endpoint: Microsoft
name: pypa/manylinux
ref: a8099af1b3e25f0489717ad9c4f9a2e25a8c5b36
ref: 1a61614cabfd6b91c6afd6d9e172cc5b838c65fe
stages:
- template: templates/py-packaging-stage.yml

2
tools/ci_build/github/azure-pipelines/templates/c-api-cpu.yml
View file

@ -66,7 +66,7 @@ jobs:
MACOSX_DEPLOYMENT_TARGET: '10.14'
pool:
vmImage: 'macOS-11'
timeoutInMinutes: 240
timeoutInMinutes: 300
steps:
- template: set-version-number-variables-step.yml

66
tools/ci_build/github/azure-pipelines/templates/py-linux-gpu.yml Normal file
View file

@ -0,0 +1,66 @@
parameters:
- name: arch
type: string
- name: machine_pool
type: string
jobs:
- job: Linux_py_GPU_Wheels_${{ parameters.arch }}
timeoutInMinutes: 240
workspace:
clean: all
pool: ${{ parameters.machine_pool }}
variables:
# The build machine pool doesn't have dotnet, so it can't run CG.
skipComponentGovernanceDetection: true
steps:
- checkout: self
clean: true
submodules: recursive
- template: set-nightly-build-option-variable-step.yml
- template: get-docker-image-steps.yml
parameters:
Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_6_tensorrt8_4
Context: tools/ci_build/github/linux/docker
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u ) --build-arg PLATFORM=${{ parameters.arch }}"
Repository: onnxruntimecuda116xtrt84build${{ parameters.arch }}
- task: CmdLine@2
displayName: 'Build Python Wheel'
inputs:
script: |
set -e -x
mkdir -p $HOME/.onnx
docker run --rm \
--volume /data/onnx:/data/onnx:ro \
--volume $(Build.SourcesDirectory):/onnxruntime_src \
--volume $(Build.BinariesDirectory):/build \
--volume /data/models:/build/models:ro \
--volume $HOME/.onnx:/home/onnxruntimedev/.onnx \
-w /onnxruntime_src \
-e NIGHTLY_BUILD \
-e BUILD_BUILDNUMBER \
onnxruntimecuda116xtrt84build${{ parameters.arch }} /bin/bash tools/ci_build/github/linux/build_linux_arm64_python_package.sh -d GPU
rm -rf $(Build.BinariesDirectory)/Release/onnxruntime $(Build.BinariesDirectory)/Release/pybind11 $(Build.BinariesDirectory)/Release/models $(Build.BinariesDirectory)/Release/_deps $(Build.BinariesDirectory)/Release/CMakeFiles
cd $(Build.BinariesDirectory)/Release
find -executable -type f > $(Build.BinariesDirectory)/Release/perms.txt
- task: PublishBuildArtifacts@1
displayName: 'Publish Artifact: ONNXRuntime python wheel'
inputs:
PathtoPublish: '$(Build.BinariesDirectory)/dist'
ArtifactName: onnxruntime_gpu
- task: PublishPipelineArtifact@0
displayName: 'Publish Test Binaries'
inputs:
artifactName: 'drop-linux-gpu-${{ parameters.arch }}'
targetPath: '$(Build.BinariesDirectory)/Release'
- task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3
displayName: 'Clean Agent Directories'
condition: always()

69
tools/ci_build/github/azure-pipelines/templates/py-linux-ubuntu.yml Normal file
View file

@ -0,0 +1,69 @@
parameters:
- name: arch
type: string
- name: machine_pool
type: string
- name: base_image
type: string
jobs:
- job: Linux_Ubuntu_CPU_py_Wheels_${{ parameters.arch }}
timeoutInMinutes: 240
workspace:
clean: all
pool: ${{ parameters.machine_pool }}
variables:
# The build machine pool doesn't have dotnet, so it can't run CG.
skipComponentGovernanceDetection: true
steps:
- checkout: self
clean: true
submodules: recursive
- template: set-nightly-build-option-variable-step.yml
- template: get-docker-image-steps.yml
parameters:
Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux_2_27_cpu
Context: tools/ci_build/github/linux/docker
DockerBuildArgs: "--build-arg BUILD_UID=$( id -u ) --build-arg BASEIMAGE=${{ parameters.base_image }} --build-arg PLATFORM=${{ parameters.arch }}"
Repository: onnxruntimecpubuildubuntu20python${{ parameters.arch }}
- task: CmdLine@2
displayName: 'Build Python Wheel'
inputs:
script: |
set -e -x
mkdir -p $HOME/.onnx
docker run --rm \
--volume /data/onnx:/data/onnx:ro \
--volume $(Build.SourcesDirectory):/onnxruntime_src \
--volume $(Build.BinariesDirectory):/build \
--volume /data/models:/build/models:ro \
--volume $HOME/.onnx:/home/onnxruntimedev/.onnx \
-w /onnxruntime_src \
-e NIGHTLY_BUILD \
-e BUILD_BUILDNUMBER \
onnxruntimecpubuildubuntu20python${{ parameters.arch }} tools/ci_build/github/linux/build_linux_arm64_python_package.sh
rm -rf $(Build.BinariesDirectory)/Release/onnxruntime $(Build.BinariesDirectory)/Release/pybind11 $(Build.BinariesDirectory)/Release/models $(Build.BinariesDirectory)/Release/_deps $(Build.BinariesDirectory)/Release/CMakeFiles
cd $(Build.BinariesDirectory)/Release
find -executable -type f > $(Build.BinariesDirectory)/Release/perms.txt
- task: PublishBuildArtifacts@1
displayName: 'Publish Artifact: ONNXRuntime python wheel'
inputs:
PathtoPublish: '$(Build.BinariesDirectory)/dist'
ArtifactName: onnxruntime
- task: PublishPipelineArtifact@0
displayName: 'Publish Test Binaries'
inputs:
artifactName: 'drop-ubuntu-cpu-${{ parameters.arch }}'
targetPath: '$(Build.BinariesDirectory)/Release'
- task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3
displayName: 'Clean Agent Directories'
condition: always()

18
tools/ci_build/github/azure-pipelines/templates/py-linux.yml
View file

@ -8,6 +8,15 @@ parameters:
- name: base_image
type: string
- name: devtoolset_rootpath
type: string
- name: ld_library_path_arg
type: string
- name: prepend_path
type: string
jobs:
- job: Linux_py_Wheels_${{ parameters.arch }}
timeoutInMinutes: 240
@ -28,13 +37,14 @@ jobs:
parameters:
Dockerfile: tools/ci_build/github/linux/docker/inference/x64/python/cpu/Dockerfile.manylinux2014_cpu
Context: tools/ci_build/github/linux/docker/inference/x64/python/cpu
DockerBuildArgs: "--build-arg BUILD_UID=$( id -u ) --build-arg BASEIMAGE=${{ parameters.base_image }} --build-arg PLATFORM=${{ parameters.arch }}"
DockerBuildArgs: "--build-arg BUILD_UID=$( id -u ) --build-arg BASEIMAGE=${{ parameters.base_image }} --build-arg PLATFORM=${{ parameters.arch }} --build-arg PREPEND_PATH=${{ parameters.prepend_path }} --build-arg LD_LIBRARY_PATH_ARG=${{ parameters.ld_library_path_arg }} --build-arg DEVTOOLSET_ROOTPATH=${{ parameters.devtoolset_rootpath }}"
Repository: onnxruntimecpubuilpython${{ parameters.arch }}
- task: CmdLine@2
displayName: 'Build Python Wheel'
inputs:
script: |
set -e -x
mkdir -p $HOME/.onnx
docker run --rm \
--volume /data/onnx:/data/onnx:ro \
@ -45,10 +55,8 @@ jobs:
-w /onnxruntime_src \
-e NIGHTLY_BUILD \
-e BUILD_BUILDNUMBER \
onnxruntimecpubuilpython${{ parameters.arch }} /bin/bash tools/ci_build/github/linux/build_linux_arm64_python_package.sh
rm -rf $(Build.BinariesDirectory)/Release/onnxruntime $(Build.BinariesDirectory)/Release/pybind11
rm -f $(Build.BinariesDirectory)/Release/models
rm -rf $(Build.BinariesDirectory)/Release/_deps
onnxruntimecpubuilpython${{ parameters.arch }} tools/ci_build/github/linux/build_linux_arm64_python_package.sh
rm -rf $(Build.BinariesDirectory)/Release/onnxruntime $(Build.BinariesDirectory)/Release/pybind11 $(Build.BinariesDirectory)/Release/models$(Build.BinariesDirectory)/Release/_deps $(Build.BinariesDirectory)/Release/CMakeFiles
cd $(Build.BinariesDirectory)/Release
find -executable -type f > $(Build.BinariesDirectory)/Release/perms.txt

60
tools/ci_build/github/azure-pipelines/templates/py-packaging-linux-test.yml Normal file
View file

@ -0,0 +1,60 @@
parameters:
- name: arch
type: string
- name: device
type: string
- name: machine_pool
type: string
- name: extra_job_id
type: string
default: ''
- name: python_wheel_suffix
type: string
default: ''
jobs:
- job: Linux_Test_${{ parameters.device }}${{ parameters.extra_job_id }}_${{ parameters.arch }}
timeoutInMinutes: 240
variables:
skipComponentGovernanceDetection: true
workspace:
clean: all
pool: ${{ parameters.machine_pool }}
steps:
- task: DownloadPipelineArtifact@2
displayName: 'Download Pipeline Artifact'
inputs:
preferTriggeringPipeline: true
artifactName: 'drop-linux-${{ lower(parameters.device) }}-${{ parameters.arch }}'
targetPath: '$(Build.BinariesDirectory)/Release'
runVersion: 'latest'
buildType: specific
project: '530acbc4-21bc-487d-8cd8-348ff451d2ff'
definition: 841
- task: DownloadPipelineArtifact@2
displayName: 'Download Pipeline Artifact'
inputs:
preferTriggeringPipeline: true
artifactName: 'onnxruntime${{ parameters.python_wheel_suffix }}'
targetPath: '$(Build.BinariesDirectory)/whl'
runVersion: 'latest'
buildType: specific
project: '530acbc4-21bc-487d-8cd8-348ff451d2ff'
definition: 841
- task: Bash@3
displayName: 'Bash Script'
inputs:
targetType: filePath
filePath: tools/ci_build/github/linux/run_python_tests.sh
arguments: -d ${{ parameters.device }}
- task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3
displayName: 'Clean Agent Directories'
condition: always()

10
tools/ci_build/github/azure-pipelines/templates/py-packaging-selectable-stage.yml
View file

@ -305,7 +305,7 @@ stages:
parameters:
Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_6_tensorrt8_4
Context: tools/ci_build/github/linux/docker
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-10/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-10/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-10/root/usr/lib64:/opt/rh/devtoolset-10/root/usr/lib:/opt/rh/devtoolset-10/root/usr/lib64/dyninst:/opt/rh/devtoolset-10/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
Repository: onnxruntimecuda116xtrt84build
- task: CmdLine@2
@ -313,7 +313,7 @@ stages:
inputs:
script: |
mkdir -p $HOME/.onnx
docker run --gpus all -e CC=/opt/rh/devtoolset-10/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-10/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --rm \
docker run --gpus all -e CC=/opt/rh/devtoolset-11/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-11/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --rm \
--volume /data/onnx:/data/onnx:ro \
--volume $(Build.SourcesDirectory):/onnxruntime_src \
--volume $(Build.BinariesDirectory):/build \
@ -329,7 +329,7 @@ stages:
--build_wheel \
--enable_onnx_tests --use_tensorrt --cuda_version=11.6 --tensorrt_home=/usr --cuda_home=/usr/local/cuda-11.6 --cudnn_home=/usr/local/cuda-11.6 \
${{ parameters.gpu_build_py_parameters }} \
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-10/root/usr/bin/cc 'CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80'
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-11/root/usr/bin/cc 'CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80'
workingDirectory: $(Build.SourcesDirectory)
- task: CmdLine@2
@ -359,7 +359,7 @@ stages:
--build_wheel \
--enable_onnx_tests --use_tensorrt --cuda_version=11.6 --tensorrt_home=/usr --cuda_home=/usr/local/cuda-11.6 --cudnn_home=/usr/local/cuda-11.6 \
${{ parameters.gpu_build_py_parameters }} --ctest_path '' \
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-10/root/usr/bin/cc 'CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80'
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-11/root/usr/bin/cc 'CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80'
- task: CopyFiles@2
displayName: 'Copy Python Wheel to: $(Build.ArtifactStagingDirectory)'
@ -386,7 +386,7 @@ stages:
pool: 'onnxruntime-gpu-winbuild'
timeoutInMinutes: 300
variables:
CUDA_VERSION: '11.4'
CUDA_VERSION: '11.6'
buildArch: x64
EpBuildFlags: --use_tensorrt --tensorrt_home="C:\local\TensorRT-8.4.1.5.Windows10.x86_64.cuda-11.6.cudnn8.4" --cuda_version=$(CUDA_VERSION) --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v$(CUDA_VERSION)" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80"
EnvSetupScript: setup_env_gpu.bat

252
tools/ci_build/github/azure-pipelines/templates/py-packaging-stage.yml
View file

@ -20,11 +20,6 @@ parameters:
type: boolean
default: true
- name: enable_linux_gpu_tests
displayName: 'Whether to run tests when building the Linux GPU package.'
type: boolean
default: true
- name: enable_windows_cpu
displayName: 'Whether Windows CPU package is built.'
type: boolean
@ -55,218 +50,6 @@ stages:
dependsOn: []
jobs:
- ${{ if eq(parameters.enable_ubuntu_cpu, true) }}:
- job: Linux_Ubuntu_CPU_py_Wheels
timeoutInMinutes: 90
workspace:
clean: all
pool: Linux-CPU
strategy:
matrix:
Python37:
PythonVersion: '3.7'
Python38:
PythonVersion: '3.8'
Python39:
PythonVersion: '3.9'
Python310:
PythonVersion: '3.10'
variables:
- name: cachedimage
value: onnxruntimecpu227build
steps:
- checkout: self
clean: true
submodules: recursive
- template: set-python-manylinux-variables-step.yml
- template: get-docker-image-steps.yml
parameters:
Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux_2_27_cpu
Context: tools/ci_build/github/linux/docker
DockerBuildArgs: "--build-arg BUILD_UID=$( id -u )"
Repository: ${{ variables.cachedimage }}
- task: CmdLine@2
displayName: 'Build Python Wheel'
inputs:
script: |
mkdir -p $HOME/.onnx
docker run --rm \
--volume /data/onnx:/data/onnx:ro \
--volume $(Build.SourcesDirectory):/onnxruntime_src \
--volume $(Build.BinariesDirectory):/build \
--volume /data/models:/build/models:ro \
--volume $HOME/.onnx:/home/onnxruntimedev/.onnx \
-e NIGHTLY_BUILD \
-e BUILD_BUILDNUMBER \
${{ variables.cachedimage }} \
$(PythonManylinuxDir)/bin/python3 /onnxruntime_src/tools/ci_build/build.py \
--build_dir /build --cmake_generator Ninja \
--config Release --update --build \
--skip_submodule_sync \
--parallel \
--enable_lto \
--build_wheel \
--enable_onnx_tests \
${{ parameters.build_py_parameters }}
workingDirectory: $(Build.SourcesDirectory)
- task: CmdLine@2
displayName: 'Running tests'
condition: and(succeeded(), eq(variables['PythonVersion'], '3.8'))
inputs:
script: |
set -e -x
rm -rf $(Build.BinariesDirectory)/Release/onnxruntime $(Build.BinariesDirectory)/Release/pybind11
sudo rm -f /build /onnxruntime_src
sudo ln -s $(Build.SourcesDirectory) /onnxruntime_src
python3 -m pip install --upgrade pip
python3 -m pip uninstall -y ort-nightly-gpu ort-nightly onnxruntime onnxruntime-gpu onnxruntime-training onnxruntime-directml ort-nightly-directml -qq
cp $(Build.SourcesDirectory)/tools/ci_build/github/linux/docker/scripts/manylinux/requirements.txt $(Build.BinariesDirectory)/requirements.txt
# Test ORT with the latest ONNX release.
export ONNX_VERSION=$(cat $(Build.SourcesDirectory)/cmake/external/onnx/VERSION_NUMBER)
sed -i "s/git+http:\/\/github\.com\/onnx\/onnx.*/onnx==$ONNX_VERSION/" $(Build.BinariesDirectory)/requirements.txt
python3 -m pip install -r $(Build.BinariesDirectory)/requirements.txt
python3 -m pip install $(Build.BinariesDirectory)/Release/dist/*.whl
cd $(Build.BinariesDirectory)/Release
ls $(Build.BinariesDirectory)/models
rmdir $(Build.BinariesDirectory)/models
ln -sf /data/models $(Build.BinariesDirectory)
python3 $(Build.SourcesDirectory)/tools/ci_build/build.py \
--build_dir $(Build.BinariesDirectory) --cmake_generator Ninja \
--config Release --test \
--skip_submodule_sync \
--parallel \
--enable_lto \
--build_wheel \
--enable_onnx_tests \
${{ parameters.build_py_parameters }} \
--ctest_path ''
- task: CopyFiles@2
displayName: 'Copy Python Wheel to: $(Build.ArtifactStagingDirectory)'
inputs:
SourceFolder: '$(Build.BinariesDirectory)'
Contents: 'Release/dist/*.whl'
TargetFolder: '$(Build.ArtifactStagingDirectory)'
- task: PublishBuildArtifacts@1
displayName: 'Publish Artifact: ONNXRuntime python wheel and documentation'
inputs:
ArtifactName: onnxruntime
- template: component-governance-component-detection-steps.yml
parameters:
condition: 'succeeded'
- template: clean-agent-build-directory-step.yml
- ${{ if eq(parameters.enable_linux_gpu, true) }}:
- job: Linux_py_GPU_Wheels
timeoutInMinutes: 300
workspace:
clean: all
pool: Onnxruntime-Linux-GPU
strategy:
matrix:
Python37:
PythonVersion: '3.7'
Python38:
PythonVersion: '3.8'
Python39:
PythonVersion: '3.9'
Python310:
PythonVersion: '3.10'
steps:
- checkout: self
clean: true
submodules: recursive
- template: set-python-manylinux-variables-step.yml
- template: get-docker-image-steps.yml
parameters:
Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_6_tensorrt8_4
Context: tools/ci_build/github/linux/docker
DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-10/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-10/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-10/root/usr/lib64:/opt/rh/devtoolset-10/root/usr/lib:/opt/rh/devtoolset-10/root/usr/lib64/dyninst:/opt/rh/devtoolset-10/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )"
Repository: onnxruntimecuda116xtrt84build
- task: CmdLine@2
displayName: 'Build Python Wheel'
inputs:
script: |
mkdir -p $HOME/.onnx
docker run --gpus all -e CC=/opt/rh/devtoolset-10/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-10/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --rm \
--volume /data/onnx:/data/onnx:ro \
--volume $(Build.SourcesDirectory):/onnxruntime_src \
--volume $(Build.BinariesDirectory):/build \
--volume /data/models:/build/models:ro \
--volume $HOME/.onnx:/home/onnxruntimedev/.onnx \
-e NIGHTLY_BUILD \
-e BUILD_BUILDNUMBER \
onnxruntimecuda116xtrt84build \
$(PythonManylinuxDir)/bin/python3 /onnxruntime_src/tools/ci_build/build.py \
--build_dir /build --cmake_generator Ninja \
--config Release --update --build \
--skip_submodule_sync \
--parallel \
--build_wheel \
--enable_onnx_tests --use_tensorrt --cuda_version=11.6 --tensorrt_home=/usr --cuda_home=/usr/local/cuda-11.6 --cudnn_home=/usr/local/cuda-11.6 \
${{ parameters.build_py_parameters }} \
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-10/root/usr/bin/cc 'CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80'
workingDirectory: $(Build.SourcesDirectory)
- ${{ if parameters.enable_linux_gpu_tests }}:
- task: CmdLine@2
displayName: 'Running tests'
condition: and(succeeded(), eq(variables['PythonVersion'], '3.8'))
inputs:
script: |
set -e -x
rm -rf $(Build.BinariesDirectory)/Release/onnxruntime $(Build.BinariesDirectory)/Release/pybind11
sudo rm -f /build /onnxruntime_src
sudo ln -s $(Build.SourcesDirectory) /onnxruntime_src
python3 -m pip uninstall -y ort-nightly-gpu ort-nightly onnxruntime onnxruntime-gpu onnxruntime-training onnxruntime-directml ort-nightly-directml -qq
cp $(Build.SourcesDirectory)/tools/ci_build/github/linux/docker/scripts/manylinux/requirements.txt $(Build.BinariesDirectory)/requirements.txt
# Test ORT with the latest ONNX release.
sed -i "s/git+http:\/\/github\.com\/onnx\/onnx.*/onnx/" $(Build.BinariesDirectory)/requirements.txt
python3 -m pip install -r $(Build.BinariesDirectory)/requirements.txt
python3 -m pip install $(Build.BinariesDirectory)/Release/dist/*.whl
cd $(Build.BinariesDirectory)/Release
ls $(Build.BinariesDirectory)/models
rmdir $(Build.BinariesDirectory)/models
ln -sf /data/models $(Build.BinariesDirectory)
python3 /onnxruntime_src/tools/ci_build/build.py \
--build_dir $(Build.BinariesDirectory) --cmake_generator Ninja \
--config Release --test \
--skip_submodule_sync \
--parallel \
--build_wheel \
--enable_onnx_tests --use_tensorrt --cuda_version=11.4 --tensorrt_home=/usr --cuda_home=/usr/local/cuda-11.4 --cudnn_home=/usr/local/cuda-11.4 \
${{ parameters.build_py_parameters }} --ctest_path '' \
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-10/root/usr/bin/cc 'CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80'
- task: CopyFiles@2
displayName: 'Copy Python Wheel to: $(Build.ArtifactStagingDirectory)'
inputs:
SourceFolder: '$(Build.BinariesDirectory)'
Contents: 'Release/dist/*.whl'
TargetFolder: '$(Build.ArtifactStagingDirectory)'
- task: PublishBuildArtifacts@1
displayName: 'Publish Artifact: ONNXRuntime python wheel'
inputs:
ArtifactName: onnxruntime_gpu
- template: component-governance-component-detection-steps.yml
parameters:
condition: 'succeeded'
- template: clean-agent-build-directory-step.yml
- ${{ if eq(parameters.enable_windows_cpu, true) }}:
- job: Windows_py_Wheels
pool: 'Win-CPU-2021'
@ -329,6 +112,11 @@ stages:
addToPath: true
architecture: $(buildArch)
- task: PythonScript@0
displayName: 'Run a Python script'
inputs:
scriptPath: 'tools\ci_build\update_tsaoptions.py'
- template: set-nightly-build-option-variable-step.yml
- task: BatchScript@1
@ -479,7 +267,7 @@ stages:
pool: 'onnxruntime-gpu-winbuild'
timeoutInMinutes: 300
variables:
CUDA_VERSION: '11.4'
CUDA_VERSION: '11.6'
buildArch: x64
strategy:
matrix:
@ -614,7 +402,7 @@ stages:
- task: PublishBuildArtifacts@1
displayName: 'Publish Artifact: ONNXRuntime python wheel'
inputs:
ArtifactName: onnxruntime_gpu
ArtifactName: onnxruntime_$(EP_NAME)
- script: |
7z x *.whl
@ -821,6 +609,9 @@ stages:
arch: 'aarch64'
machine_pool: 'aiinfra-linux-ARM64-CPU-2019'
base_image: 'arm64v8/centos:7'
devtoolset_rootpath: /opt/rh/devtoolset-10/root
ld_library_path_arg: /opt/rh/devtoolset-10/root/usr/lib64:/opt/rh/devtoolset-10/root/usr/lib:/opt/rh/devtoolset-10/root/usr/lib64/dyninst:/opt/rh/devtoolset-10/root/usr/lib/dyninst:/usr/local/lib64
prepend_path: '/opt/rh/devtoolset-10/root/usr/bin:'
- ${{ if eq(parameters.enable_linux_cpu, true) }}:
- template: py-linux.yml
@ -828,3 +619,26 @@ stages:
arch: 'x86_64'
machine_pool: 'Azure-Pipelines-EO-Ubuntu-2004-aiinfra'
base_image: 'centos:7'
devtoolset_rootpath: /opt/rh/devtoolset-11/root
ld_library_path_arg: /opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64
prepend_path: '/opt/rh/devtoolset-11/root/usr/bin:'
- ${{ if eq(parameters.enable_ubuntu_cpu, true) }}:
- template: py-linux-ubuntu.yml
parameters:
arch: 'aarch64'
machine_pool: 'aiinfra-linux-ARM64-CPU-2019'
base_image: 'arm64v8/ubuntu:18.04'
- ${{ if eq(parameters.enable_ubuntu_cpu, true) }}:
- template: py-linux-ubuntu.yml
parameters:
arch: 'x86_64'
machine_pool: 'Linux-CPU'
base_image: 'ubuntu:18.04'
- ${{ if eq(parameters.enable_linux_gpu, true) }}:
- template: py-linux-gpu.yml
parameters:
arch: 'x86_64'
machine_pool: 'Linux-CPU'

30
tools/ci_build/github/azure-pipelines/templates/py-packaging-training-cuda-stage.yml
View file

@ -147,7 +147,7 @@ stages:
inputs:
script: |
mkdir -p $HOME/.onnx
docker run --rm --gpus all -e CC=/opt/rh/devtoolset-$(GccVersion)/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-$(GccVersion)/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" \
docker run --rm -e CC=/opt/rh/devtoolset-$(GccVersion)/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-$(GccVersion)/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" \
--volume /data/onnx:/data/onnx:ro \
--volume $(Build.SourcesDirectory):/onnxruntime_src \
--volume $(Build.BinariesDirectory):/build \
@ -198,34 +198,6 @@ stages:
Contents: "${{ variables['buildConfig'] }}/dist/*.whl"
TargetFolder: '$(Build.ArtifactStagingDirectory)'
- task: CmdLine@2
displayName: 'Build Python Documentation'
condition: and(succeeded(), ne(variables['PythonVersion'], '3.9')) # tensorflow not available on python 3.9
inputs:
script: |
mkdir -p $HOME/.onnx
docker run --rm \
--gpus all \
-e NVIDIA_VISIBLE_DEVICES=all \
--volume /data/onnx:/data/onnx:ro \
--volume $(Build.SourcesDirectory):/onnxruntime_src \
--volume $(Build.BinariesDirectory):/build \
--volume /data/models:/build/models:ro \
--volume $HOME/.onnx:/home/onnxruntimedev/.onnx \
-e NIGHTLY_BUILD \
-e BUILD_BUILDNUMBER \
onnxruntimetraininggpubuild \
bash -c " $(PythonManylinuxDir)/bin/python3 -m pip install /build/${{ variables['buildConfig'] }}/dist/*.whl && $(PythonManylinuxDir)/bin/python3 -m onnxruntime.training.ortmodule.torch_cpp_extensions.install ; /onnxruntime_src/tools/doc/builddoc.sh $(PythonManylinuxDir)/bin/ /onnxruntime_src /build ${{ variables['buildConfig'] }} " ;
workingDirectory: $(Build.SourcesDirectory)
- task: CopyFiles@2
displayName: 'Copy Python Documentation to: $(Build.ArtifactStagingDirectory)'
condition: and(succeeded(), ne(variables['PythonVersion'], '3.9')) # tensorflow not available on python 3.9
inputs:
SourceFolder: '$(Build.BinariesDirectory)/docs/training/html'
Contents: '**'
TargetFolder: '$(Build.ArtifactStagingDirectory)/training_html_doc'
- task: PublishBuildArtifacts@1
displayName: 'Publish Artifact: ONNXRuntime python wheel and documentation'
inputs:

6
tools/ci_build/github/azure-pipelines/win-gpu-ci-pipeline.yml
View file

@ -13,7 +13,7 @@ stages:
BuildConfig: 'RelWithDebInfo'
EnvSetupScript: setup_env_cuda_11.bat
buildArch: x64
additionalBuildFlags: --enable_pybind --build_java --build_nodejs --use_cuda --cuda_version=11.4 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4" --enable_cuda_profiling --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52
additionalBuildFlags: --enable_pybind --build_java --build_nodejs --use_cuda --cuda_version=11.6 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6" --enable_cuda_profiling --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52
msbuildPlatform: x64
isX86: false
job_name_suffix: x64_RelWithDebInfo
@ -30,7 +30,7 @@ stages:
BuildConfig: 'RelWithDebInfo'
EnvSetupScript: setup_env_cuda_11.bat
buildArch: x64
additionalBuildFlags: --enable_pybind --enable_training --use_cuda --cuda_version=11.4 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4" --skip_onnx_tests --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52
additionalBuildFlags: --enable_pybind --enable_training --use_cuda --cuda_version=11.6 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6" --skip_onnx_tests --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52
msbuildPlatform: x64
isX86: false
job_name_suffix: x64_RelWithDebInfo
@ -65,7 +65,7 @@ stages:
BuildConfig: 'RelWithDebInfo'
EnvSetupScript: setup_env_cuda_11.bat
buildArch: x64
additionalBuildFlags: --gen_doc validate --skip_tests --enable_pybind --use_dml --use_cuda --cuda_version=11.4 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4" --enable_cuda_profiling --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52 --cmake_extra_defines onnxruntime_BUILD_UNIT_TESTS=OFF
additionalBuildFlags: --gen_doc validate --skip_tests --enable_pybind --use_dml --use_cuda --cuda_version=11.6 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6" --enable_cuda_profiling --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52 --cmake_extra_defines onnxruntime_BUILD_UNIT_TESTS=OFF
msbuildPlatform: x64
isX86: false
job_name_suffix: x64_RelWithDebInfo

2
tools/ci_build/github/azure-pipelines/win-gpu-reduce-op-ci-pipeline.yml
View file

@ -52,7 +52,7 @@ jobs:
displayName: 'Build and test'
inputs:
scriptPath: '$(Build.SourcesDirectory)\tools\ci_build\build.py'
arguments: '--config $(BuildConfig) --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_generator "Visual Studio 16 2019" --build_wheel --use_cuda --cuda_version=11.4 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4" --cmake_extra_defines CMAKE_SYSTEM_VERSION=10.0.18362.0 "CMAKE_CUDA_ARCHITECTURES=52" --include_ops_by_config="$(Build.SourcesDirectory)\onnxruntime\test\testdata\required_ops.config"'
arguments: '--config $(BuildConfig) --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_generator "Visual Studio 16 2019" --build_wheel --use_cuda --cuda_version=11.6 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6" --cmake_extra_defines CMAKE_SYSTEM_VERSION=10.0.18362.0 "CMAKE_CUDA_ARCHITECTURES=52" --include_ops_by_config="$(Build.SourcesDirectory)\onnxruntime\test\testdata\required_ops.config"'
workingDirectory: '$(Build.BinariesDirectory)'
- template: templates/component-governance-component-detection-steps.yml

4
tools/ci_build/github/azure-pipelines/win-gpu-tensorrt-ci-pipeline.yml
View file

@ -48,7 +48,7 @@ jobs:
displayName: 'Generate cmake config'
inputs:
scriptPath: '$(Build.SourcesDirectory)\tools\ci_build\build.py'
arguments: '--config $(BuildConfig) --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --update --cmake_generator "Visual Studio 16 2019" --build_wheel --enable_onnx_tests --use_tensorrt --tensorrt_placeholder_builder --tensorrt_home="C:\local\TensorRT-8.4.1.5.Windows10.x86_64.cuda-11.6.cudnn8.4" --cuda_version=11.4 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52'
arguments: '--config $(BuildConfig) --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --update --cmake_generator "Visual Studio 16 2019" --build_wheel --enable_onnx_tests --use_tensorrt --tensorrt_placeholder_builder --tensorrt_home="C:\local\TensorRT-8.4.1.5.Windows10.x86_64.cuda-11.6.cudnn8.4" --cuda_version=11.6 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52'
workingDirectory: '$(Build.BinariesDirectory)'
- task: VSBuild@1
@ -78,7 +78,7 @@ jobs:
del wheel_filename_file
python.exe -m pip install -q --upgrade %WHEEL_FILENAME%
set PATH=$(Build.BinariesDirectory)\$(BuildConfig)\$(BuildConfig);%PATH%
python $(Build.SourcesDirectory)\tools\ci_build\build.py --config $(BuildConfig) --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --test --cmake_generator "Visual Studio 16 2019" --build_wheel --enable_onnx_tests --use_tensorrt --tensorrt_placeholder_builder --tensorrt_home="C:\local\TensorRT-8.4.1.5.Windows10.x86_64.cuda-11.6.cudnn8.4" --cuda_version=11.4 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52
python $(Build.SourcesDirectory)\tools\ci_build\build.py --config $(BuildConfig) --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --test --cmake_generator "Visual Studio 16 2019" --build_wheel --enable_onnx_tests --use_tensorrt --tensorrt_placeholder_builder --tensorrt_home="C:\local\TensorRT-8.4.1.5.Windows10.x86_64.cuda-11.6.cudnn8.4" --cuda_version=11.6 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52
workingDirectory: '$(Build.BinariesDirectory)\$(BuildConfig)\$(BuildConfig)'
displayName: 'Run tests'

59
tools/ci_build/github/linux/build_linux_arm64_python_package.sh Normal file → Executable file
View file

@ -1,26 +1,51 @@
#/bin/bash
set -x
#!/bin/bash
set -e -x
mkdir /build/dist
CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -O3 -Wl,--strip-all"
CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -O3 -Wl,--strip-all"
arch=$(uname -i)
if [[ $arch == x86_64* ]]; then
CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -O3 -pipe -Wl,--strip-all"
CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -O3 -pipe -Wl,--strip-all"
BUILD_DEVICE="CPU"
BUILD_CONFIG="Release"
while getopts "d:" parameter_Option
do case "${parameter_Option}"
in
#GPU or CPU.
d) BUILD_DEVICE=${OPTARG};;
esac
done
GCC_VERSION=$(gcc -dumpversion)
#-fstack-clash-protection prevents attacks based on an overlapping heap and stack.
if [ "$GCC_VERSION" -ge 8 ]; then
CFLAGS="$CFLAGS -fstack-clash-protection"
CXXFLAGS="$CXXFLAGS -fstack-clash-protection"
fi
ARCH=$(uname -i)
if [ $ARCH == "x86_64" ] && [ "$GCC_VERSION" -ge 9 ]; then
CFLAGS="$CFLAGS -fcf-protection"
CXXFLAGS="$CFLAGS -fcf-protection"
CXXFLAGS="$CXXFLAGS -fcf-protection"
fi
BUILD_ARGS="--build_dir /build --config $BUILD_CONFIG --update --build --skip_submodule_sync --parallel --enable_lto --build_wheel"
if [ $ARCH == "x86_64" ]; then
#ARM build machines do not have the test data yet.
BUILD_ARGS="$BUILD_ARGS --enable_onnx_tests"
fi
if [ $BUILD_DEVICE == "GPU" ]; then
BUILD_ARGS="$BUILD_ARGS --use_cuda --use_tensorrt --cuda_version=11.6 --tensorrt_home=/usr --cuda_home=/usr/local/cuda-11.6 --cudnn_home=/usr/local/cuda-11.6"
fi
export CFLAGS
export CXXFLAGS
PYTHON_EXES=("/opt/python/cp37-cp37m/bin/python3.7" "/opt/python/cp38-cp38/bin/python3.8" "/opt/python/cp39-cp39/bin/python3.9" "/opt/python/cp310-cp310/bin/python3.10")
for PYTHON_EXE in "${PYTHON_EXES[@]}"
do
rm -rf /build/Release
${PYTHON_EXE} /onnxruntime_src/tools/ci_build/build.py \
--build_dir /build \
--config Release --update --build \
--skip_submodule_sync \
--parallel \
--enable_lto \
--build_wheel \
--enable_onnx_tests
cp /build/Release/dist/*.whl /build/dist
rm -rf /build/$BUILD_CONFIG
${PYTHON_EXE} /onnxruntime_src/tools/ci_build/build.py $BUILD_ARGS
cp /build/$BUILD_CONFIG/dist/*.whl /build/dist
done

8
tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cpu
View file

@ -1,9 +1,9 @@
ARG BASEIMAGE=centos:7
ARG POLICY=manylinux2014
ARG PLATFORM=x86_64
ARG DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-10/root
ARG LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-10/root/usr/lib64:/opt/rh/devtoolset-10/root/usr/lib:/opt/rh/devtoolset-10/root/usr/lib64/dyninst:/opt/rh/devtoolset-10/root/usr/lib/dyninst:/usr/local/lib64
ARG PREPEND_PATH=/opt/rh/devtoolset-10/root/usr/bin:
ARG DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root
ARG LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64
ARG PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin:
#Build manylinux2014 docker image begin
FROM $BASEIMAGE AS runtime_base
@ -160,7 +160,7 @@ CMD ["/bin/bash"]
#Build manylinux2014 docker image end
ENV PATH /usr/local/gradle/bin:/opt/rh/devtoolset-10/root/usr/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
ENV PATH /usr/local/gradle/bin:/opt/rh/devtoolset-11/root/usr/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
ADD scripts /tmp/scripts
RUN cd /tmp/scripts && /tmp/scripts/manylinux/install_centos.sh && /tmp/scripts/manylinux/install_deps.sh && rm -rf /tmp/scripts

8
tools/ci_build/github/linux/docker/inference/x64/python/cpu/Dockerfile.manylinux2014_cpu
View file

@ -1,9 +1,9 @@
ARG BASEIMAGE=centos:7
ARG POLICY=manylinux2014
ARG PLATFORM=x86_64
ARG DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-10/root
ARG LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-10/root/usr/lib64:/opt/rh/devtoolset-10/root/usr/lib:/opt/rh/devtoolset-10/root/usr/lib64/dyninst:/opt/rh/devtoolset-10/root/usr/lib/dyninst:/usr/local/lib64
ARG PREPEND_PATH=/opt/rh/devtoolset-10/root/usr/bin:
ARG DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root
ARG LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64
ARG PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin:
#Build manylinux2014 docker image begin
FROM $BASEIMAGE AS runtime_base
@ -156,8 +156,6 @@ CMD ["/bin/bash"]
#Build manylinux2014 docker image end
ENV PATH /usr/local/gradle/bin:/opt/rh/devtoolset-10/root/usr/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
ADD scripts /tmp/scripts
RUN cd /tmp/scripts && /tmp/scripts/install_centos.sh && /tmp/scripts/install_deps.sh && rm -rf /tmp/scripts

165
tools/ci_build/github/linux/docker/manylinux.patch
View file

@ -1,19 +1,21 @@
diff -ur /home/chasun/manylinux/docker/build_scripts/build-cpython.sh ./build-cpython.sh
--- /home/chasun/manylinux/docker/build_scripts/build-cpython.sh 2022-07-29 02:19:20.983860581 +0000
+++ ./build-cpython.sh 2022-07-29 02:19:30.831732784 +0000
@@ -52,7 +52,7 @@
diff --git a/build-cpython.sh b/build-cpython.sh
index e0a7e86..ed17dc6 100755
--- a/build-cpython.sh
+++ b/build-cpython.sh
@@ -38,7 +38,7 @@ mkdir -p ${PREFIX}/lib
CFLAGS_NODIST="${MANYLINUX_CFLAGS} ${MANYLINUX_CPPFLAGS}" \
LDFLAGS_NODIST="${MANYLINUX_LDFLAGS}" \
--prefix=${PREFIX} --disable-shared --with-ensurepip=no > /dev/null
-make > /dev/null
+make -j$(nproc) > /dev/null
make install > /dev/null
if [ "${AUDITWHEEL_POLICY}" == "manylinux2010" ]; then
rm -f /usr/include/ffi.h /usr/include/ffitarget.h
diff -ur /home/chasun/manylinux/docker/build_scripts/build-git.sh ./build-git.sh
--- /home/chasun/manylinux/docker/build_scripts/build-git.sh 2022-07-29 02:19:20.983860581 +0000
+++ ./build-git.sh 2022-07-29 02:19:46.127533315 +0000
@@ -27,7 +27,7 @@
popd
rm -rf Python-${CPYTHON_VERSION} Python-${CPYTHON_VERSION}.tgz Python-${CPYTHON_VERSION}.tgz.asc
diff --git a/build-git.sh b/build-git.sh
index a99f55a..da3a7ca 100755
--- a/build-git.sh
+++ b/build-git.sh
@@ -27,7 +27,7 @@ fetch_source ${GIT_ROOT}.tar.gz ${GIT_DOWNLOAD_URL}
check_sha256sum ${GIT_ROOT}.tar.gz ${GIT_HASH}
tar -xzf ${GIT_ROOT}.tar.gz
pushd ${GIT_ROOT}
@ -22,10 +24,11 @@ diff -ur /home/chasun/manylinux/docker/build_scripts/build-git.sh ./build-git.sh
popd
rm -rf ${GIT_ROOT} ${GIT_ROOT}.tar.gz
diff -ur /home/chasun/manylinux/docker/build_scripts/build-openssl.sh ./build-openssl.sh
--- /home/chasun/manylinux/docker/build_scripts/build-openssl.sh 2022-07-29 02:19:20.983860581 +0000
+++ ./build-openssl.sh 2022-07-29 02:19:46.127533315 +0000
@@ -42,7 +42,7 @@
diff --git a/build-openssl.sh b/build-openssl.sh
index b93e209..49dd769 100755
--- a/build-openssl.sh
+++ b/build-openssl.sh
@@ -42,7 +42,7 @@ check_sha256sum ${OPENSSL_ROOT}.tar.gz ${OPENSSL_HASH}
tar -xzf ${OPENSSL_ROOT}.tar.gz
pushd ${OPENSSL_ROOT}
./config no-shared --prefix=/usr/local/ssl --openssldir=/usr/local/ssl CPPFLAGS="${MANYLINUX_CPPFLAGS}" CFLAGS="${MANYLINUX_CFLAGS} -fPIC" CXXFLAGS="${MANYLINUX_CXXFLAGS} -fPIC" LDFLAGS="${MANYLINUX_LDFLAGS} -fPIC" > /dev/null
@ -34,10 +37,11 @@ diff -ur /home/chasun/manylinux/docker/build_scripts/build-openssl.sh ./build-op
make install_sw > /dev/null
popd
rm -rf ${OPENSSL_ROOT} ${OPENSSL_ROOT}.tar.gz
diff -ur /home/chasun/manylinux/docker/build_scripts/build_utils.sh ./build_utils.sh
--- /home/chasun/manylinux/docker/build_scripts/build_utils.sh 2022-07-29 02:19:20.983860581 +0000
+++ ./build_utils.sh 2022-07-29 02:19:58.119376443 +0000
@@ -33,6 +33,7 @@
diff --git a/build_utils.sh b/build_utils.sh
index 961e34d..c1ef5a3 100755
--- a/build_utils.sh
+++ b/build_utils.sh
@@ -33,6 +33,7 @@ function fetch_source {
if [ -f ${file} ]; then
echo "${file} exists, skipping fetch"
else
@ -45,7 +49,7 @@ diff -ur /home/chasun/manylinux/docker/build_scripts/build_utils.sh ./build_util
curl -fsSL -o ${file} ${url}/${file}
fi
}
@@ -52,7 +53,7 @@
@@ -52,7 +53,7 @@ function check_sha256sum {
function do_standard_install {
./configure "$@" CPPFLAGS="${MANYLINUX_CPPFLAGS}" CFLAGS="${MANYLINUX_CFLAGS}" "CXXFLAGS=${MANYLINUX_CXXFLAGS}" LDFLAGS="${MANYLINUX_LDFLAGS}" > /dev/null
@ -54,71 +58,48 @@ diff -ur /home/chasun/manylinux/docker/build_scripts/build_utils.sh ./build_util
make install > /dev/null
}
diff -ur /home/chasun/manylinux/docker/build_scripts/install-build-packages.sh ./install-build-packages.sh
--- /home/chasun/manylinux/docker/build_scripts/install-build-packages.sh 2022-07-29 02:19:20.983860581 +0000
+++ ./install-build-packages.sh 2022-07-29 02:19:58.119376443 +0000
@@ -20,7 +20,7 @@
else
COMPILE_DEPS="${COMPILE_DEPS} libdb-devel"
fi
diff --git a/install-build-packages.sh b/install-build-packages.sh
index 344eaac..aab08a7 100755
--- a/install-build-packages.sh
+++ b/install-build-packages.sh
@@ -18,7 +18,7 @@ if [ "${AUDITWHEEL_POLICY}" == "manylinux2014" ] || [ "${AUDITWHEEL_POLICY}" ==
if [ "${AUDITWHEEL_POLICY}" == "manylinux_2_28" ]; then
COMPILE_DEPS="${COMPILE_DEPS} tk-devel"
fi
-elif [ "${AUDITWHEEL_POLICY}" == "manylinux_2_24" ]; then
+elif [ "${AUDITWHEEL_POLICY}" == "manylinux_2_24" ] || [ "${AUDITWHEEL_POLICY}" == "manylinux_2_27" ]; then
PACKAGE_MANAGER=apt
COMPILE_DEPS="libbz2-dev libncurses5-dev libreadline-dev tk-dev libgdbm-dev libdb-dev libpcap-dev liblzma-dev openssl libssl-dev libkeyutils-dev libkrb5-dev comerr-dev libidn2-0-dev libcurl4-openssl-dev uuid-dev libffi-dev linux-kernel-headers"
elif [ "${AUDITWHEEL_POLICY}" == "musllinux_1_1" ]; then
diff -ur /home/chasun/manylinux/docker/build_scripts/install-entrypoint.sh ./install-entrypoint.sh
--- /home/chasun/manylinux/docker/build_scripts/install-entrypoint.sh 2022-07-19 21:37:58.452393854 +0000
+++ ./install-entrypoint.sh 2022-07-29 02:19:58.119376443 +0000
@@ -11,18 +11,24 @@
if [ "${AUDITWHEEL_PLAT}" = "manylinux2010_i686" ] || [ "${AUDITWHEEL_PLAT}" = "manylinux2014_i686" ]; then
- echo "i386" > /etc/yum/vars/basearch
- fixup-mirrors
- yum -y update
- fixup-mirrors
- yum install -y util-linux-ng
- # update system packages, we already updated them but
- # the following script takes care of cleaning-up some things
- # and since it's also needed in the finalize step, everything's
- # centralized in this script to avoid code duplication
- LC_ALL=C "${MY_DIR}/update-system-packages.sh"
+ echo "i386" > /etc/yum/vars/basearch
+ fixup-mirrors
+ yum -y update
+ fixup-mirrors
+ yum install -y util-linux-ng
+ # update system packages, we already updated them but
+ # the following script takes care of cleaning-up some things
+ # and since it's also needed in the finalize step, everything's
+ # centralized in this script to avoid code duplication
+ LC_ALL=C "${MY_DIR}/update-system-packages.sh"
fi
diff --git a/install-entrypoint.sh b/install-entrypoint.sh
index 9ef1e99..ec52833 100755
--- a/install-entrypoint.sh
+++ b/install-entrypoint.sh
@@ -26,3 +26,8 @@ fi
if [ "${AUDITWHEEL_POLICY}" = "musllinux_1_1" ]; then
- apk add --no-cache bash
+ apk add --no-cache bash
+fi
apk add --no-cache bash
fi
+
+# https://www.shellcheck.net/wiki/SC3020
+if command -v yum 2>&1 ; then
+ yum install -y yum-plugin-versionlock
+ yum versionlock cuda* libcudnn* libnccl*
fi
diff -ur /home/chasun/manylinux/docker/build_scripts/install-runtime-packages.sh ./install-runtime-packages.sh
--- /home/chasun/manylinux/docker/build_scripts/install-runtime-packages.sh 2022-07-29 02:19:20.983860581 +0000
+++ ./install-runtime-packages.sh 2022-07-29 02:19:58.119376443 +0000
@@ -34,7 +34,7 @@
+fi
\ No newline at end of file
diff --git a/install-runtime-packages.sh b/install-runtime-packages.sh
index e599ff0..2050bb3 100755
--- a/install-runtime-packages.sh
+++ b/install-runtime-packages.sh
@@ -34,7 +34,7 @@ source $MY_DIR/build_utils.sh
# MANYLINUX_DEPS: Install development packages (except for libgcc which is provided by gcc install)
if [ "${AUDITWHEEL_POLICY}" == "manylinux2010" ] || [ "${AUDITWHEEL_POLICY}" == "manylinux2014" ] || [ "${AUDITWHEEL_POLICY}" == "manylinux_2_28" ]; then
if [ "${AUDITWHEEL_POLICY}" == "manylinux2014" ] || [ "${AUDITWHEEL_POLICY}" == "manylinux_2_28" ]; then
MANYLINUX_DEPS="glibc-devel libstdc++-devel glib2-devel libX11-devel libXext-devel libXrender-devel mesa-libGL-devel libICE-devel libSM-devel zlib-devel expat-devel"
-elif [ "${AUDITWHEEL_POLICY}" == "manylinux_2_24" ]; then
+elif [ "${AUDITWHEEL_POLICY}" == "manylinux_2_24" ] || [ "${AUDITWHEEL_POLICY}" == "manylinux_2_27" ]; then
MANYLINUX_DEPS="libc6-dev libstdc++-6-dev libglib2.0-dev libx11-dev libxext-dev libxrender-dev libgl1-mesa-dev libice-dev libsm-dev libz-dev libexpat1-dev"
elif [ "${AUDITWHEEL_POLICY}" == "musllinux_1_1" ]; then
MANYLINUX_DEPS="musl-dev libstdc++ glib-dev libx11-dev libxext-dev libxrender-dev mesa-dev libice-dev libsm-dev zlib-dev expat-dev"
@@ -53,6 +53,9 @@
fi
@@ -51,6 +51,9 @@ if [ "${AUDITWHEEL_POLICY}" == "manylinux2014" ] || [ "${AUDITWHEEL_POLICY}" ==
fi
elif [ "${AUDITWHEEL_POLICY}" == "manylinux_2_24" ]; then
RUNTIME_DEPS="zlib1g libbz2-1.0 libexpat1 libncurses5 libreadline7 tk libgdbm3 libdb5.3 libpcap0.8 liblzma5 libssl1.1 libkeyutils1 libkrb5-3 libcomerr2 libidn2-0 libcurl3 uuid libffi6"
+elif [ "${AUDITWHEEL_POLICY}" == "manylinux_2_27" ]; then
@ -127,32 +108,34 @@ diff -ur /home/chasun/manylinux/docker/build_scripts/install-runtime-packages.sh
elif [ "${AUDITWHEEL_POLICY}" == "musllinux_1_1" ]; then
RUNTIME_DEPS="zlib bzip2 expat ncurses5-libs readline tk gdbm db xz openssl keyutils-libs krb5-libs libcom_err libidn2 libcurl libuuid libffi"
else
@@ -96,12 +99,22 @@
@@ -73,22 +76,31 @@ if [ "${AUDITWHEEL_POLICY}" == "manylinux2014" ]; then
yum -y update
yum -y install yum-utils curl
yum-config-manager --enable extras
- TOOLCHAIN_DEPS="devtoolset-10-binutils devtoolset-10-gcc devtoolset-10-gcc-c++ devtoolset-10-gcc-gfortran"
- if [ "${AUDITWHEEL_ARCH}" == "x86_64" ]; then
+
+ #Added by @snnn
+ if [ -d "/usr/local/cuda-10.2" ]; then
+ TOOLCHAIN_DEPS="devtoolset-8-binutils devtoolset-8-gcc devtoolset-8-gcc-c++ devtoolset-8-gcc-gfortran"
+ elif [ -d "/usr/local/cuda-11.1" ]; then
+ TOOLCHAIN_DEPS="devtoolset-9-binutils devtoolset-9-gcc devtoolset-9-gcc-c++ devtoolset-9-gcc-gfortran"
+ else
+ TOOLCHAIN_DEPS="devtoolset-10-binutils devtoolset-10-gcc devtoolset-10-gcc-c++ devtoolset-10-gcc-gfortran"
+ fi
if [ "${AUDITWHEEL_ARCH}" == "x86_64" ]; then
+
+ if [ "${AUDITWHEEL_ARCH}" == "x86_64" ]; then
# Software collection (for devtoolset-10)
yum -y install centos-release-scl-rh
# EPEL support (for yasm)
- yum -y install https://dl.fedoraproject.org/pub/epel/epel-release-latest-7.noarch.rpm
+ if ! rpm -q --quiet epel-release ; then
+ yum -y install https://dl.fedoraproject.org/pub/epel/epel-release-latest-7.noarch.rpm
+ fi
+ if ! rpm -q --quiet epel-release ; then
+ yum -y install https://dl.fedoraproject.org/pub/epel/epel-release-latest-7.noarch.rpm
+ fi
+ if [[ -d /opt/rocm ]]; then
+ TOOLCHAIN_DEPS="devtoolset-10-binutils devtoolset-10-gcc devtoolset-10-gcc-c++ devtoolset-10-gcc-gfortran"
+ else
+ TOOLCHAIN_DEPS="devtoolset-11-binutils devtoolset-11-gcc devtoolset-11-gcc-c++ devtoolset-11-gcc-gfortran"
+ fi
TOOLCHAIN_DEPS="${TOOLCHAIN_DEPS} yasm"
elif [ "${AUDITWHEEL_ARCH}" == "aarch64" ] || [ "${AUDITWHEEL_ARCH}" == "ppc64le" ] || [ "${AUDITWHEEL_ARCH}" == "s390x" ]; then
# Software collection (for devtoolset-10)
@@ -111,7 +124,7 @@
yum -y install centos-release-scl-rh
+ TOOLCHAIN_DEPS="devtoolset-10-binutils devtoolset-10-gcc devtoolset-10-gcc-c++ devtoolset-10-gcc-gfortran"
elif [ "${AUDITWHEEL_ARCH}" == "i686" ]; then
# No yasm on i686
# Install mayeut/devtoolset-10 repo to get devtoolset-10
curl -fsSLo /etc/yum.repos.d/mayeut-devtoolset-10.repo https://copr.fedorainfracloud.org/coprs/mayeut/devtoolset-10/repo/custom-1/mayeut-devtoolset-10-custom-1.repo
fi
@ -161,9 +144,10 @@ diff -ur /home/chasun/manylinux/docker/build_scripts/install-runtime-packages.sh
PACKAGE_MANAGER=apt
BASETOOLS="${BASETOOLS} hardlink hostname"
export DEBIAN_FRONTEND=noninteractive
diff -ur /home/chasun/manylinux/docker/build_scripts/python-tag-abi-tag.py ./python-tag-abi-tag.py
--- /home/chasun/manylinux/docker/build_scripts/python-tag-abi-tag.py 2022-07-19 21:37:58.452393854 +0000
+++ ./python-tag-abi-tag.py 2022-07-29 02:19:58.119376443 +0000
diff --git a/python-tag-abi-tag.py b/python-tag-abi-tag.py
index 942394b..f405f03 100644
--- a/python-tag-abi-tag.py
+++ b/python-tag-abi-tag.py
@@ -4,7 +4,6 @@
from wheel.vendored.packaging.tags import sys_tags
@ -172,10 +156,11 @@ diff -ur /home/chasun/manylinux/docker/build_scripts/python-tag-abi-tag.py ./pyt
# first tag is always the more specific tag
tag = next(sys_tags())
print("{0}-{1}".format(tag.interpreter, tag.abi))
diff -ur /home/chasun/manylinux/docker/build_scripts/update-system-packages.sh ./update-system-packages.sh
--- /home/chasun/manylinux/docker/build_scripts/update-system-packages.sh 2022-07-29 02:19:20.987860529 +0000
+++ ./update-system-packages.sh 2022-07-29 02:19:58.119376443 +0000
@@ -20,7 +20,7 @@
diff --git a/update-system-packages.sh b/update-system-packages.sh
index 36a7018..fb18ec9 100755
--- a/update-system-packages.sh
+++ b/update-system-packages.sh
@@ -20,7 +20,7 @@ if [ "${AUDITWHEEL_POLICY}" == "manylinux2014" ]; then
fi
yum clean all
rm -rf /var/cache/yum
@ -184,8 +169,8 @@ diff -ur /home/chasun/manylinux/docker/build_scripts/update-system-packages.sh .
export DEBIAN_FRONTEND=noninteractive
apt-get update -qq
apt-get upgrade -qq -y
@@ -60,7 +60,7 @@
if [ "${AUDITWHEEL_POLICY}" == "manylinux2010" ] || [ "${AUDITWHEEL_POLICY}" == "manylinux2014" ] || [ "${AUDITWHEEL_POLICY}" == "manylinux_2_28" ]; then
@@ -60,7 +60,7 @@ if [ "${BASE_POLICY}" == "manylinux" ]; then
if [ "${AUDITWHEEL_POLICY}" == "manylinux2014" ] || [ "${AUDITWHEEL_POLICY}" == "manylinux_2_28" ]; then
mv -f ${LOCALE_ARCHIVE} ${LOCALE_ARCHIVE}.tmpl
build-locale-archive --install-langs="en_US.utf8"
- elif [ "${AUDITWHEEL_POLICY}" == "manylinux_2_24" ]; then

0
tools/ci_build/github/linux/docker/scripts/manylinux/install_ubuntuos.sh Normal file → Executable file
View file

38
tools/ci_build/github/linux/run_python_tests.sh Normal file → Executable file
View file

@ -1,6 +1,16 @@
#!/bin/bash
set -e -x
BUILD_DEVICE="CPU"
BUILD_CONFIG="Release"
while getopts "d:" parameter_Option
do case "${parameter_Option}"
in
#GPU or CPU.
d) BUILD_DEVICE=${OPTARG};;
esac
done
cd $BUILD_BINARIESDIRECTORY
files=(whl/*.whl)
FILE_NAME="${files[0]}"
@ -9,24 +19,26 @@ PYTHON_PACKAGE_NAME=$(echo "$FILE_NAME" | cut -f 1 -d '-')
echo "Package name:$PYTHON_PACKAGE_NAME"
# We assume the machine doesn't have gcc and python development header files
sudo rm -f /build /onnxruntime_src
BUILD_ARGS="--build_dir $BUILD_BINARIESDIRECTORY --config $BUILD_CONFIG --test --skip_submodule_sync --parallel --enable_lto --build_wheel "
if [ $ARCH == "x86_64" ]; then
#ARM build machines do not have the test data yet.
BUILD_ARGS="$BUILD_ARGS --enable_onnx_tests"
fi
if [ $BUILD_DEVICE == "GPU" ]; then
BUILD_ARGS="$BUILD_ARGS --use_cuda --use_tensorrt --cuda_version=11.6 --tensorrt_home=/usr --cuda_home=/usr/local/cuda-11.6 --cudnn_home=/usr/local/cuda-11.6"
fi
# We assume the machine doesn't have gcc and python development header files, so we don't build onnxruntime from source
sudo rm -rf /build /onnxruntime_src
sudo ln -s $BUILD_SOURCESDIRECTORY /onnxruntime_src
python3 -m pip uninstall -y $$PYTHON_PACKAGE_NAME ort-nightly-gpu ort-nightly onnxruntime onnxruntime-gpu onnxruntime-training onnxruntime-directml ort-nightly-directml onnx -qq
python3 -m pip uninstall -y $PYTHON_PACKAGE_NAME ort-nightly-gpu ort-nightly onnxruntime onnxruntime-gpu onnxruntime-training onnxruntime-directml ort-nightly-directml onnx -qq
cp $BUILD_SOURCESDIRECTORY/tools/ci_build/github/linux/docker/scripts/manylinux/requirements.txt $BUILD_BINARIESDIRECTORY/requirements.txt
# Test ORT with the latest ONNX release.
sed -i "s/git+http:\/\/github\.com\/onnx\/onnx.*/onnx/" $BUILD_BINARIESDIRECTORY/requirements.txt
python3 -m pip install -r $BUILD_BINARIESDIRECTORY/requirements.txt
python3 -m pip install --find-links $BUILD_BINARIESDIRECTORY/whl $PYTHON_PACKAGE_NAME
ln -s /data/models $BUILD_BINARIESDIRECTORY
cd $BUILD_BINARIESDIRECTORY/Release
cd $BUILD_BINARIESDIRECTORY/$BUILD_CONFIG
# Restore file permissions
xargs -a $BUILD_BINARIESDIRECTORY/Release/perms.txt chmod a+x
python3 $BUILD_SOURCESDIRECTORY/tools/ci_build/build.py \
--build_dir $BUILD_BINARIESDIRECTORY \
--config Release --test \
--skip_submodule_sync \
--parallel \
--build_wheel \
--enable_onnx_tests \
--enable_pybind --ctest_path ''
xargs -a $BUILD_BINARIESDIRECTORY/$BUILD_CONFIG/perms.txt chmod a+x
python3 $BUILD_SOURCESDIRECTORY/tools/ci_build/build.py $BUILD_ARGS --ctest_path ''

2
tools/ci_build/github/windows/setup_env_cuda_11.bat
View file

@ -1,2 +1,2 @@
set PATH=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4\extras\CUPTI\lib64;%PATH%
set PATH=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6\extras\CUPTI\lib64;%PATH%
set GRADLE_OPTS=-Dorg.gradle.daemon=false

2
tools/ci_build/github/windows/setup_env_gpu.bat
View file

@ -1,2 +1,2 @@
set PATH=C:\local\TensorRT-8.4.1.5.Windows10.x86_64.cuda-11.6.cudnn8.4\lib;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4\extras\CUPTI\lib64;C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\MSBuild\Current\Bin;%PATH%
set PATH=C:\local\TensorRT-8.4.1.5.Windows10.x86_64.cuda-11.6.cudnn8.4\lib;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6\extras\CUPTI\lib64;C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\MSBuild\Current\Bin;%PATH%
set GRADLE_OPTS=-Dorg.gradle.daemon=false

16
tools/ci_build/update_tsaoptions.py Normal file
View file

@ -0,0 +1,16 @@
import json
import os
from pathlib import Path
SCRIPT_DIR = Path(os.path.dirname(os.path.realpath(__file__)))
REPO_DIR = SCRIPT_DIR.parent.parent
with (REPO_DIR / ".config" / "tsaoptions.json").open() as f:
data = json.load(f)
buildNumber = os.getenv("BUILD_BUILDNUMBER")
if buildNumber is not None:
data["buildNumber"] = buildNumber
with (REPO_DIR / ".config" / "tsaoptions.json").open(mode="w") as f:
json.dump(data, f)