mirror of
https://github.com/saymrwulf/onnxruntime.git
synced 2026-05-31 23:27:43 +00:00
8dd32fed47
TensorRT will load/unload libraries as builder objects are created and torn down. This will happen for every single unit test, which leads to excessive test execution time due to that overhead. This overhead has steadily increased over the past few TensorRT versions as the library objects get bigger leading to 8 hours to run all the unit tests. Nvidia suggests to keep a placeholder builder object around to avoid this.
64 lines
3.1 KiB
YAML
64 lines
3.1 KiB
YAML
resources:
|
|
repositories:
|
|
- repository: manylinux
|
|
type: Github
|
|
endpoint: Microsoft
|
|
name: pypa/manylinux
|
|
ref: aead4d751c2101e23336aa73f2380df83e7a13f3
|
|
|
|
jobs:
|
|
- job: Linux_Build
|
|
timeoutInMinutes: 180
|
|
variables:
|
|
skipComponentGovernanceDetection: true
|
|
ALLOW_RELEASED_ONNX_OPSET_ONLY: '1'
|
|
workspace:
|
|
clean: all
|
|
pool: onnxruntime-tensorrt-linuxbuild-T4
|
|
steps:
|
|
- checkout: self
|
|
clean: true
|
|
submodules: none
|
|
|
|
- template: templates/get-docker-image-steps.yml
|
|
parameters:
|
|
Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_8_tensorrt8_6
|
|
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 )"
|
|
Repository: onnxruntimetensorrt86gpubuild
|
|
|
|
- task: CmdLine@2
|
|
inputs:
|
|
script: |
|
|
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 \
|
|
--volume /data/models:/build/models:ro \
|
|
--volume $HOME/.onnx:/home/onnxruntimedev/.onnx \
|
|
-e ALLOW_RELEASED_ONNX_OPSET_ONLY=0 \
|
|
-e NIGHTLY_BUILD \
|
|
-e BUILD_BUILDNUMBER \
|
|
onnxruntimetensorrt86gpubuild \
|
|
/opt/python/cp38-cp38/bin/python3 /onnxruntime_src/tools/ci_build/build.py \
|
|
--build_dir /build --cmake_generator Ninja \
|
|
--config Release \
|
|
--skip_submodule_sync \
|
|
--build_shared_lib \
|
|
--parallel \
|
|
--build_wheel \
|
|
--enable_onnx_tests --use_cuda --cuda_version=11.8 --cuda_home=/usr/local/cuda-11.8 --cudnn_home=/usr/local/cuda-11.8 \
|
|
--enable_pybind --build_java \
|
|
--use_tensorrt --tensorrt_home /usr \
|
|
--cmake_extra_defines CMAKE_CUDA_HOST_COMPILER=/opt/rh/devtoolset-11/root/usr/bin/cc CMAKE_CUDA_ARCHITECTURES=75
|
|
workingDirectory: $(Build.SourcesDirectory)
|
|
|
|
- task: PublishTestResults@2
|
|
displayName: 'Publish unit test results'
|
|
inputs:
|
|
testResultsFiles: '**/*.results.xml'
|
|
searchFolder: '$(Build.BinariesDirectory)'
|
|
testRunTitle: 'Unit Test Run'
|
|
condition: succeededOrFailed()
|
|
|
|
- template: templates/clean-agent-build-directory-step.yml
|