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Add debug flags for HIP runs (#2206)
Summary: - Add debug flags for HIP runs when testing - Fix FBGEMM_GPU-ROCm building process for ROCm 5.7 - Redo and reduce the workflow definitions for ROCm runs Pull Request resolved: #2206 Reviewed By: sryap Differential Revision: D52099327 Pulled By: q10 fbshipit-source-id: 98c6fae53ebfdc54ae9fa6cc9997166651e03454
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| # Copyright (c) Meta Platforms, Inc. and affiliates. | ||
| # All rights reserved. | ||
| # This source code is licensed under the BSD-style license found in the | ||
| # LICENSE file in the root directory of this source tree. | ||
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| # This workflow is used for both CI as well as nightly builds against | ||
| # PyTorch-ROCm Nightly. | ||
| name: FBGEMM_GPU-ROCm CI | ||
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| on: | ||
| # PR Trigger (enabled for regression checks and debugging) | ||
| # | ||
| pull_request: | ||
| branches: | ||
| - main | ||
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| # Push Trigger (enable to catch errors coming out of multiple merges) | ||
| # | ||
| push: | ||
| branches: | ||
| - main | ||
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| # Cron Trigger (UTC) | ||
| # | ||
| # Based on the Conda page for PyTorch-nightly, the GPU nightly releases appear | ||
| # around 02:30 PST every day (roughly 2 hours after the CPU releases) | ||
| # | ||
| schedule: | ||
| - cron: '45 12 * * *' | ||
|
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||
| # Manual Trigger | ||
| # | ||
| workflow_dispatch: | ||
| inputs: | ||
| publish_to_pypi: | ||
| description: Publish Artifact to PyPI | ||
| type: boolean | ||
| required: false | ||
| default: false | ||
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| concurrency: | ||
| # Cancel previous runs in the PR if a new commit is pushed | ||
| group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} | ||
| cancel-in-progress: true | ||
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| jobs: | ||
| # Build on CPU hosts and upload to GHA | ||
| build_artifact: | ||
| runs-on: ${{ matrix.host-machine.instance }} | ||
| container: | ||
| image: ${{ matrix.container-image }} | ||
| options: --user root | ||
| defaults: | ||
| run: | ||
| shell: bash | ||
| env: | ||
| PRELUDE: .github/scripts/setup_env.bash | ||
| BUILD_ENV: build_binary | ||
| strategy: | ||
| fail-fast: false | ||
| matrix: | ||
| host-machine: [ | ||
| { arch: x86, instance: "linux.24xlarge" }, | ||
| ] | ||
| container-image: [ "ubuntu:20.04" ] | ||
| python-version: [ "3.8", "3.9", "3.10", "3.11", "3.12" ] | ||
| rocm-version: [ "5.7" ] | ||
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| steps: | ||
| - name: Setup Build Container | ||
| run: | | ||
| apt update -y | ||
| apt install -y binutils git pciutils sudo wget | ||
| git config --global --add safe.directory '*' | ||
| - name: Checkout the Repository | ||
| uses: actions/checkout@v4 | ||
| with: | ||
| submodules: true | ||
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| - name: Display System Info | ||
| run: . $PRELUDE; print_system_info | ||
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| - name: Display GPU Info | ||
| run: . $PRELUDE; print_gpu_info | ||
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| - name: Free Disk Space | ||
| run: . $PRELUDE; free_disk_space | ||
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| - name: Setup Miniconda | ||
| run: . $PRELUDE; setup_miniconda $HOME/miniconda | ||
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| - name: Create Conda Environment | ||
| run: . $PRELUDE; create_conda_environment $BUILD_ENV ${{ matrix.python-version }} | ||
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| - name: Install ROCm | ||
| run: . $PRELUDE; install_rocm_ubuntu $BUILD_ENV ${{ matrix.rocm-version }} | ||
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| - name: Install C/C++ Compilers | ||
| run: . $PRELUDE; install_cxx_compiler $BUILD_ENV | ||
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| - name: Install Build Tools | ||
| run: . $PRELUDE; install_build_tools $BUILD_ENV | ||
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| - name: Install PyTorch-ROCm Nightly | ||
| run: . $PRELUDE; install_pytorch_pip $BUILD_ENV nightly rocm ${{ matrix.rocm-version }} | ||
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| - name: Collect PyTorch Environment Info | ||
| if: ${{ success() || failure() }} | ||
| run: . $PRELUDE; collect_pytorch_env_info $BUILD_ENV | ||
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| - name: Prepare FBGEMM_GPU Build | ||
| run: . $PRELUDE; cd fbgemm_gpu; prepare_fbgemm_gpu_build $BUILD_ENV | ||
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| - name: Build FBGEMM_GPU Wheel | ||
| run: . $PRELUDE; cd fbgemm_gpu; build_fbgemm_gpu_package $BUILD_ENV nightly rocm | ||
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| - name: Upload Built Wheel as GHA Artifact | ||
| uses: actions/upload-artifact@v3 | ||
| with: | ||
| name: fbgemm_gpu_nightly_rocm_${{ matrix.host-machine.arch }}_${{ matrix.python-version }}_rocm${{ matrix.rocm-version }}.whl | ||
| path: fbgemm_gpu/dist/fbgemm_gpu_nightly_rocm-*.whl | ||
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| # Download the built artifact from GHA, test on GPU, and push to PyPI | ||
| test_and_publish_artifact: | ||
| runs-on: ${{ matrix.host-machine.instance }} | ||
| container: | ||
| image: "rocm/dev-ubuntu-20.04:${{ matrix.rocm-version }}-complete" | ||
| options: --user root --device=/dev/kfd --device=/dev/dri --ipc=host --shm-size 16G --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined | ||
| defaults: | ||
| run: | ||
| shell: bash | ||
| env: | ||
| PRELUDE: .github/scripts/setup_env.bash | ||
| BUILD_ENV: build_binary | ||
| ENFORCE_AMD_GPU: 1 | ||
| strategy: | ||
| fail-fast: false | ||
| matrix: | ||
| host-machine: [ | ||
| { arch: x86, instance: "rocm" }, | ||
| ] | ||
| # ROCm machines are limited, so we only test against Python 3.11 | ||
| python-version: [ "3.11" ] | ||
| rocm-version: [ "5.7" ] | ||
| needs: build_artifact | ||
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| steps: | ||
| - name: Setup Build Container | ||
| run: | | ||
| apt update -y | ||
| apt install -y git wget | ||
| git config --global --add safe.directory '*' | ||
| - name: Checkout the Repository | ||
| uses: actions/checkout@v3 | ||
|
|
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| - name: Download Wheel Artifact from GHA | ||
| uses: actions/download-artifact@v3 | ||
| with: | ||
| name: fbgemm_gpu_nightly_rocm_${{ matrix.host-machine.arch }}_${{ matrix.python-version }}_rocm${{ matrix.rocm-version }}.whl | ||
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| - name: Display System Info | ||
| run: . $PRELUDE; print_system_info | ||
|
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| - name: Display GPU Info | ||
| run: . $PRELUDE; print_gpu_info | ||
|
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| - name: Free Disk Space | ||
| run: . $PRELUDE; free_disk_space | ||
|
|
||
| - name: Setup Miniconda | ||
| run: . $PRELUDE; setup_miniconda $HOME/miniconda | ||
|
|
||
| - name: Create Conda Environment | ||
| run: . $PRELUDE; create_conda_environment $BUILD_ENV ${{ matrix.python-version }} | ||
|
|
||
| - name: Install Build Tools | ||
| run: . $PRELUDE; install_build_tools $BUILD_ENV | ||
|
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||
| - name: Install PyTorch-ROCm Nightly | ||
| run: . $PRELUDE; install_pytorch_pip $BUILD_ENV nightly rocm ${{ matrix.rocm-version }} | ||
|
|
||
| - name: Collect PyTorch Environment Info | ||
| if: ${{ success() || failure() }} | ||
| run: . $PRELUDE; collect_pytorch_env_info $BUILD_ENV | ||
|
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||
| - name: Prepare FBGEMM_GPU Build | ||
| run: . $PRELUDE; cd fbgemm_gpu; prepare_fbgemm_gpu_build $BUILD_ENV | ||
|
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| - name: Install FBGEMM_GPU Wheel | ||
| run: . $PRELUDE; install_fbgemm_gpu_wheel $BUILD_ENV *.whl | ||
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| - name: Test with PyTest | ||
| timeout-minutes: 15 | ||
| run: . $PRELUDE; cd fbgemm_gpu/test; run_fbgemm_gpu_tests $BUILD_ENV |