Upgrade gpu build to CUDA 10 + cudnn 7.3 #112
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,12 @@ | ||
| jobs: | ||
| - job: Linux_CI_GPU_Dev | ||
| pool: Linux-GPU-CUDA10 | ||
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| steps: | ||
| - script: 'tools/ci_build/github/linux/run_dockerbuild.sh -o ubuntu16.04 -d gpu -c cuda9.1-cudnn7.1 -r $(Build.BinariesDirectory)' | ||
| displayName: 'Command Line Script' | ||
| env: | ||
| AZURE_BLOB_KEY: $(onnxruntime-storage-key) | ||
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| - script: 'sudo rm -rf $(Agent.BuildDirectory)' | ||
| displayName: 'Clean build folders/files' | ||
| condition: always() | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,41 @@ | ||
| jobs: | ||
| - job: Windows_CI_GPU_Dev | ||
| pool: Win-GPU-CUDA10 | ||
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There was a problem hiding this comment. same comment as above. #WontFix |
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| variables: | ||
| CUDA_VERSION: '9.1' | ||
| steps: | ||
| - task: PowerShell@1 | ||
| displayName: 'Set CUDA path' | ||
| inputs: | ||
| scriptName: 'tools/ci_build/github/windows/set_cuda_path.ps1' | ||
| arguments: '-CudaMsbuildPath C:\local\cudaMsbuildIntegration-9.1.85-windows10-x64-0 -CudaVersion $(CUDA_VERSION)' | ||
| - task: BatchScript@1 | ||
| displayName: 'Setup VS2017 env vars' | ||
| inputs: | ||
| filename: 'C:\Program Files (x86)\Microsoft Visual Studio\2017\Community\VC\Auxiliary\Build\vcvars64.bat' | ||
| arguments: 'amd64 -vcvars_ver=14.11' | ||
| modifyEnvironment: true | ||
| - task: CmdLine@1 | ||
| displayName: 'Get ONNX testdata' | ||
| inputs: | ||
| filename: azcopy | ||
| arguments: ' /S /Source:https://onnxruntimetestdata.blob.core.windows.net/onnx-model-zoo-20181018 /Dest:$(Build.SourcesDirectory)\build\Windows\Debug\models /SourceKey:%AZURE_BLOB_KEY%' | ||
| env: | ||
| AZURE_BLOB_KEY: $(onnxruntime-storage-key) | ||
| - task: BatchScript@1 | ||
| inputs: | ||
| filename: build.bat | ||
| arguments: ' --use_cuda --cuda_home="C:\local\cuda-9.1.85-windows10-x64-0" --cudnn_home="C:\local\cudnn-9.1-windows10-x64-v7.1\cuda"' | ||
| workingFolder: "$(Build.SourcesDirectory)" | ||
| - task: PowerShell@1 | ||
| displayName: 'Clean up CUDA props files' | ||
| inputs: | ||
| scriptName: 'tools/ci_build/github/windows/clean_up_cuda_prop_files.ps1' | ||
| arguments: '-CudaVersion $(CUDA_VERSION)' | ||
| - task: CmdLine@1 | ||
| displayName: 'Clean build folders/files' | ||
| inputs: | ||
| filename: rd | ||
| arguments: '/s /q $(Agent.BuildDirectory)' | ||
| continueOnError: true | ||
| condition: always() | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| # Tag: nvidia/cuda:9.1-cudnn7-devel-ubuntu16.04 | ||
| # Label: com.nvidia.cuda.version: 9.1.85 | ||
| # Label: com.nvidia.cudnn.version: 7.1.2.21 | ||
| # Ubuntu 16.04.5 | ||
| FROM nvidia/cuda@sha256:e48777124a0217001be8533123fcb8cc12ace38a4add2774b34295e611c99f10 | ||
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| ARG PYTHON_VERSION=3.5 | ||
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| ADD scripts /tmp/scripts | ||
| ENV PATH="/opt/cmake/bin:${PATH}" | ||
| RUN /tmp/scripts/install_ubuntu.sh -p ${PYTHON_VERSION} && /tmp/scripts/install_deps.sh && rm -rf /tmp/scripts | ||
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| WORKDIR /root | ||
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| # Allow configure to pick up GDK and CuDNN where it expects it. | ||
| # (Note: $CUDNN_VERSION is defined by NVidia's base image) | ||
| RUN _CUDNN_VERSION=$(echo $CUDNN_VERSION | cut -d. -f1-2) && \ | ||
| mkdir -p /usr/local/cudnn-$_CUDNN_VERSION/cuda/include && \ | ||
| ln -s /usr/include/cudnn.h /usr/local/cudnn-$_CUDNN_VERSION/cuda/include/cudnn.h && \ | ||
| mkdir -p /usr/local/cudnn-$_CUDNN_VERSION/cuda/lib64 && \ | ||
| ln -s /etc/alternatives/libcudnn_so /usr/local/cudnn-$_CUDNN_VERSION/cuda/lib64/libcudnn.so && \ | ||
| ln -s /usr/local/cudnn{-$_CUDNN_VERSION,} | ||
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| # Build and Install LLVM | ||
| ARG LLVM_VERSION=6.0.1 | ||
| RUN cd /tmp && \ | ||
| wget --no-verbose http://releases.llvm.org/$LLVM_VERSION/llvm-$LLVM_VERSION.src.tar.xz && \ | ||
| xz -d llvm-$LLVM_VERSION.src.tar.xz && \ | ||
| tar xvf llvm-$LLVM_VERSION.src.tar && \ | ||
| cd llvm-$LLVM_VERSION.src && \ | ||
| mkdir -p build && \ | ||
| cd build && \ | ||
| cmake .. -DCMAKE_BUILD_TYPE=Release && \ | ||
| cmake --build . -- -j$(nproc) && \ | ||
| cmake -DCMAKE_INSTALL_PREFIX=/usr/local/llvm-$LLVM_VERSION -DBUILD_TYPE=Release -P cmake_install.cmake && \ | ||
| cd /tmp && \ | ||
| rm -rf llvm* | ||
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| ENV LD_LIBRARY_PATH /usr/local/openblas/lib:$LD_LIBRARY_PATH | ||
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| ARG BUILD_USER=onnxruntimedev | ||
| WORKDIR /home/$BUILD_USER | ||
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did you mean to say cuda10 here? #WontFix
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for the python package I think we are still releasing with cuda 9.1 for Azure?
In reply to: 239301044 [](ancestors = 239301044)
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yeah, not sure if Azure upgraded to cuda 10. @vinitra might know. #WontFix