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291 lines
11 KiB
YAML
291 lines
11 KiB
YAML
name: Build Portable Linux JAX Wheels
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on:
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workflow_call:
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inputs:
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amdgpu_family:
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required: true
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type: string
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python_version:
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required: true
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type: string
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release_type:
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description: The type of release to build ("dev", "nightly", or "prerelease"). All developer-triggered jobs should use "dev"!
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required: true
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type: string
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s3_subdir:
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description: S3 subdirectory, not including the GPU-family
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required: true
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type: string
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s3_staging_subdir:
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description: S3 staging subdirectory, not including the GPU-family
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required: true
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type: string
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rocm_version:
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description: ROCm version to install
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type: string
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tar_url:
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description: URL to TheRock tarball to build against
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type: string
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cloudfront_url:
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description: CloudFront URL pointing to Python index
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required: true
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type: string
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cloudfront_staging_url:
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description: CloudFront base URL pointing to staging Python index
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required: true
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type: string
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repository:
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description: "Repository to checkout. Defaults to `ROCm/TheRock`."
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type: string
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default: "ROCm/TheRock"
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ref:
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description: "Branch, tag or SHA to checkout. Defaults to the reference or SHA that triggered the workflow."
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type: string
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workflow_dispatch:
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inputs:
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amdgpu_family:
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type: choice
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options:
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- gfx101X-dgpu
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- gfx103X-dgpu
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- gfx110X-all
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- gfx1150
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- gfx1151
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- gfx120X-all
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- gfx90X-dcgpu
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- gfx94X-dcgpu
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- gfx950-dcgpu
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default: gfx94X-dcgpu
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python_version:
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required: true
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type: string
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default: "3.12"
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release_type:
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type: choice
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description: Type of release to create. All developer-triggered jobs should use "dev"!
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options:
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- dev
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- nightly
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- prerelease
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default: dev
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s3_subdir:
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description: S3 subdirectory, not including the GPU-family
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type: string
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default: "v2"
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s3_staging_subdir:
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description: S3 staging subdirectory, not including the GPU-family
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type: string
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default: "v2-staging"
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rocm_version:
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description: ROCm version to install
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type: string
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tar_url:
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description: URL to TheRock tarball to build against
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type: string
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cloudfront_url:
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description: CloudFront base URL pointing to Python index
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type: string
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default: "https://rocm.devreleases.amd.com/v2"
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cloudfront_staging_url:
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description: CloudFront base URL pointing to staging Python index
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type: string
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default: "https://rocm.devreleases.amd.com/v2-staging"
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jax_ref:
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description: rocm-jax repository ref/branch to check out
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type: string
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default: rocm-jaxlib-v0.8.0
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permissions:
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id-token: write
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contents: read
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run-name: Build Linux JAX Wheels (${{ inputs.amdgpu_family }}, ${{ inputs.python_version }}, ${{ inputs.release_type }})
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jobs:
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build_jax_wheels:
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strategy:
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matrix:
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jax_ref: [rocm-jaxlib-v0.8.0]
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name: Build Linux JAX Wheels | ${{ inputs.amdgpu_family }} | Python ${{ inputs.python_version }}
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runs-on: ${{ github.repository_owner == 'ROCm' && 'azure-linux-scale-rocm' || 'ubuntu-24.04' }}
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env:
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PACKAGE_DIST_DIR: ${{ github.workspace }}/jax/jax_rocm_plugin/wheelhouse
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S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
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outputs:
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cp_version: ${{ env.cp_version }}
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jax_version: ${{ steps.extract_jax_version.outputs.jax_version }}
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steps:
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- name: Checkout TheRock
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uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
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- name: Checkout JAX
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uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
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with:
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path: jax
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repository: rocm/rocm-jax
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ref: ${{ matrix.jax_ref }}
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- name: Configure Git Identity
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run: |
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git config --global user.name "therockbot"
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git config --global user.email "therockbot@amd.com"
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- name: "Setting up Python"
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uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 # v6.1.0
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with:
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python-version: ${{ inputs.python_version }}
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- name: Select Python version
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run: |
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python build_tools/github_actions/python_to_cp_version.py \
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--python-version ${{ inputs.python_version }}
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- name: Build JAX Wheels
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env:
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ROCM_VERSION: ${{ inputs.rocm_version }}
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run: |
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ls -lah
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pushd jax
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python3 build/ci_build \
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--compiler=clang \
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--python-versions="${{ inputs.python_version }}" \
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--rocm-version="${ROCM_VERSION}" \
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--therock-path="${{ inputs.tar_url }}" \
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dist_wheels
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- name: Extract JAX version
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id: extract_jax_version
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run: |
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# Extract JAX version from requirements.txt (e.g., "jax==0.8.0")
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# Remove all whitespace from requirements.txt to simplify parsing
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# Search for lines starting with "jax==" or "jaxlib==" followed by version (excluding comments)
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# Extract the version number by splitting on '=' and taking the 3rd field
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# [^#]+ matches one or more characters that are NOT '#', ensuring we stop before any inline comments
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JAX_VERSION=$(tr -d ' ' < jax/build/requirements.txt \
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| grep -E '^(jax|jaxlib)==[^#]+' | head -n1 | cut -d'=' -f3)
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echo "jax_version=$JAX_VERSION" >> "$GITHUB_OUTPUT"
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- name: Install AWS CLI
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if: always()
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run: bash ./dockerfiles/install_awscli.sh
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- name: Configure AWS Credentials
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if: always()
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uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 # v5.1.1
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with:
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aws-region: us-east-2
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role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
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- name: Upload wheels to S3
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if: ${{ github.repository_owner == 'ROCm' }}
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run: |
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aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
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--recursive --exclude "*" --include "*.whl"
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- name: (Re-)Generate Python package release index
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if: ${{ github.repository_owner == 'ROCm' }}
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run: |
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python3 -m venv .venv
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source .venv/bin/activate
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pip3 install boto3 packaging
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python3 ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}
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generate_target_to_run:
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name: Generate target_to_run
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runs-on: ubuntu-24.04
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outputs:
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test_runs_on: ${{ steps.configure.outputs.test-runs-on }}
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bypass_tests_for_releases: ${{ steps.configure.outputs.bypass_tests_for_releases }}
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steps:
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- name: Checking out repository
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uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
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with:
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repository: ${{ inputs.repository || github.repository }}
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ref: ${{ inputs.ref || '' }}
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- name: Generating target to run
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id: configure
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env:
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TARGET: ${{ inputs.amdgpu_family }}
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PLATFORM: "linux"
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# Variable comes from ROCm organization variable 'ROCM_THEROCK_TEST_RUNNERS'
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ROCM_THEROCK_TEST_RUNNERS: ${{ vars.ROCM_THEROCK_TEST_RUNNERS }}
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LOAD_TEST_RUNNERS_FROM_VAR: false
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run: python ./build_tools/github_actions/configure_target_run.py
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test_jax_wheels:
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name: Test JAX wheels | ${{ inputs.amdgpu_family }} | ${{ needs.generate_target_to_run.outputs.test_runs_on }}
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needs: [build_jax_wheels, generate_target_to_run]
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permissions:
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contents: read
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packages: read
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uses: ./.github/workflows/test_linux_jax_wheels.yml
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with:
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amdgpu_family: ${{ inputs.amdgpu_family }}
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release_type: ${{ inputs.release_type }}
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s3_subdir: ${{ inputs.s3_subdir }}
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package_index_url: ${{ inputs.cloudfront_staging_url }}
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rocm_version: ${{ inputs.rocm_version }}
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tar_url: ${{ inputs.tar_url }}
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python_version: ${{ inputs.python_version }}
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repository: ${{ inputs.repository || github.repository }}
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ref: ${{ inputs.ref || '' }}
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jax_ref: ${{ inputs.jax_ref }}
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test_runs_on: ${{ needs.generate_target_to_run.outputs.test_runs_on }}
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upload_jax_wheels:
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name: Release JAX Wheels to S3
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needs: [build_jax_wheels, generate_target_to_run, test_jax_wheels]
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if: ${{ !cancelled() }}
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runs-on: ubuntu-24.04
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env:
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S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
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JAX_VERSION: "${{ needs.build_jax_wheels.outputs.jax_version }}"
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ROCM_VERSION: "${{ inputs.rocm_version }}"
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CP_VERSION: "${{ needs.build_jax_wheels.outputs.cp_version }}"
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steps:
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- name: Checkout
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uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5.0.1
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with:
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repository: ${{ inputs.repository || github.repository }}
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ref: ${{ inputs.ref || '' }}
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- name: Configure AWS Credentials
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if: always()
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uses: aws-actions/configure-aws-credentials@00943011d9042930efac3dcd3a170e4273319bc8 # v5.1.0
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with:
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aws-region: us-east-2
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role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
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- name: Determine upload flag
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env:
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BUILD_RESULT: ${{ needs.build_jax_wheels.result }}
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TEST_RESULT: ${{ needs.test_jax_wheels.result }}
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TEST_RUNS_ON: ${{ needs.generate_target_to_run.outputs.test_runs_on }}
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BYPASS_TESTS_FOR_RELEASES: ${{ needs.generate_target_to_run.outputs.bypass_tests_for_releases }}
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run: python ./build_tools/github_actions/promote_wheels_based_on_policy.py
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- name: Copy JAX wheels from staging to release S3
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if: ${{ env.upload == 'true' }}
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run: |
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echo "Copying exact tested wheels to release S3 bucket..."
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aws s3 cp \
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s3://${S3_BUCKET_PY}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
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s3://${S3_BUCKET_PY}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
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--recursive \
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--exclude "*" \
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--include "jaxlib-${JAX_VERSION}+rocm${ROCM_VERSION}-${CP_VERSION}-manylinux_2_27_x86_64.whl" \
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--include "jax_rocm7_plugin-${JAX_VERSION}+rocm${ROCM_VERSION}-${CP_VERSION}-manylinux_2_28_x86_64.whl" \
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--include "jax_rocm7_pjrt-${JAX_VERSION}+rocm${ROCM_VERSION}-py3-none-manylinux_2_28_x86_64.whl"
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- name: (Re-)Generate Python package release index
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if: ${{ env.upload == 'true' }}
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env:
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# Environment variables to be set for `manage.py`
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CUSTOM_PREFIX: "${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}"
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run: |
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pip install boto3 packaging
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python ./build_tools/third_party/s3_management/manage.py ${{ env.CUSTOM_PREFIX }}
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