|
| 1 | +name: Build Portable Linux JAX Wheels |
| 2 | + |
| 3 | +on: |
| 4 | + workflow_call: |
| 5 | + inputs: |
| 6 | + amdgpu_family: |
| 7 | + required: true |
| 8 | + type: string |
| 9 | + python_version: |
| 10 | + required: true |
| 11 | + type: string |
| 12 | + release_type: |
| 13 | + description: The type of release to build ("dev", "nightly", or "prerelease"). All developer-triggered jobs should use "dev"! |
| 14 | + required: true |
| 15 | + type: string |
| 16 | + s3_subdir: |
| 17 | + description: S3 subdirectory, not including the GPU-family |
| 18 | + required: true |
| 19 | + type: string |
| 20 | + s3_staging_subdir: |
| 21 | + description: S3 staging subdirectory, not including the GPU-family |
| 22 | + required: true |
| 23 | + type: string |
| 24 | + rocm_version: |
| 25 | + description: ROCm version to install |
| 26 | + type: string |
| 27 | + tar_url: |
| 28 | + description: URL to TheRock tarball to build against |
| 29 | + type: string |
| 30 | + cloudfront_url: |
| 31 | + description: CloudFront URL pointing to Python index |
| 32 | + required: true |
| 33 | + type: string |
| 34 | + cloudfront_staging_url: |
| 35 | + description: CloudFront base URL pointing to staging Python index |
| 36 | + required: true |
| 37 | + type: string |
| 38 | + repository: |
| 39 | + description: "Repository to checkout. Defaults to `ROCm/TheRock`." |
| 40 | + type: string |
| 41 | + default: "ROCm/TheRock" |
| 42 | + ref: |
| 43 | + description: "Branch, tag or SHA to checkout. Defaults to the reference or SHA that triggered the workflow." |
| 44 | + type: string |
| 45 | + workflow_dispatch: |
| 46 | + inputs: |
| 47 | + amdgpu_family: |
| 48 | + type: choice |
| 49 | + options: |
| 50 | + - gfx101X-dgpu |
| 51 | + - gfx103X-dgpu |
| 52 | + - gfx110X-all |
| 53 | + - gfx1150 |
| 54 | + - gfx1151 |
| 55 | + - gfx120X-all |
| 56 | + - gfx90X-dcgpu |
| 57 | + - gfx94X-dcgpu |
| 58 | + - gfx950-dcgpu |
| 59 | + default: gfx94X-dcgpu |
| 60 | + python_version: |
| 61 | + required: true |
| 62 | + type: string |
| 63 | + default: "3.12" |
| 64 | + release_type: |
| 65 | + type: choice |
| 66 | + description: Type of release to create. All developer-triggered jobs should use "dev"! |
| 67 | + options: |
| 68 | + - dev |
| 69 | + - nightly |
| 70 | + - prerelease |
| 71 | + default: dev |
| 72 | + s3_subdir: |
| 73 | + description: S3 subdirectory, not including the GPU-family |
| 74 | + type: string |
| 75 | + default: "v2" |
| 76 | + s3_staging_subdir: |
| 77 | + description: S3 staging subdirectory, not including the GPU-family |
| 78 | + type: string |
| 79 | + default: "v2-staging" |
| 80 | + rocm_version: |
| 81 | + description: ROCm version to install |
| 82 | + type: string |
| 83 | + tar_url: |
| 84 | + description: URL to TheRock tarball to build against |
| 85 | + type: string |
| 86 | + cloudfront_url: |
| 87 | + description: CloudFront base URL pointing to Python index |
| 88 | + type: string |
| 89 | + default: "https://rocm.devreleases.amd.com/v2" |
| 90 | + cloudfront_staging_url: |
| 91 | + description: CloudFront base URL pointing to staging Python index |
| 92 | + type: string |
| 93 | + default: "https://rocm.devreleases.amd.com/v2-staging" |
| 94 | + jax_ref: |
| 95 | + description: rocm-jax repository ref/branch to check out |
| 96 | + type: string |
| 97 | + default: rocm-jaxlib-v0.8.0 |
| 98 | + |
| 99 | +permissions: |
| 100 | + id-token: write |
| 101 | + contents: read |
| 102 | + |
| 103 | +run-name: Build Linux JAX Wheels (${{ inputs.amdgpu_family }}, ${{ inputs.python_version }}, ${{ inputs.release_type }}) |
| 104 | + |
| 105 | +jobs: |
| 106 | + build_jax_wheels: |
| 107 | + strategy: |
| 108 | + matrix: |
| 109 | + jax_ref: [rocm-jaxlib-v0.8.0] |
| 110 | + name: Build Linux JAX Wheels | ${{ inputs.amdgpu_family }} | Python ${{ inputs.python_version }} |
| 111 | + runs-on: ${{ github.repository_owner == 'ROCm' && 'azure-linux-scale-rocm' || 'ubuntu-24.04' }} |
| 112 | + env: |
| 113 | + PACKAGE_DIST_DIR: ${{ github.workspace }}/jax/jax_rocm_plugin/wheelhouse |
| 114 | + S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python" |
| 115 | + outputs: |
| 116 | + cp_version: ${{ env.cp_version }} |
| 117 | + jax_version: ${{ steps.extract_jax_version.outputs.jax_version }} |
| 118 | + steps: |
| 119 | + - name: Checkout TheRock |
| 120 | + uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 |
| 121 | + |
| 122 | + - name: Checkout JAX |
| 123 | + uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 |
| 124 | + with: |
| 125 | + path: jax |
| 126 | + repository: rocm/rocm-jax |
| 127 | + ref: ${{ matrix.jax_ref }} |
| 128 | + |
| 129 | + - name: Configure Git Identity |
| 130 | + run: | |
| 131 | + git config --global user.name "therockbot" |
| 132 | + git config --global user.email "therockbot@amd.com" |
| 133 | +
|
| 134 | + - name: "Setting up Python" |
| 135 | + uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 # v6.1.0 |
| 136 | + with: |
| 137 | + python-version: ${{ inputs.python_version }} |
| 138 | + |
| 139 | + - name: Select Python version |
| 140 | + run: | |
| 141 | + python build_tools/github_actions/python_to_cp_version.py \ |
| 142 | + --python-version ${{ inputs.python_version }} |
| 143 | +
|
| 144 | + - name: Build JAX Wheels |
| 145 | + env: |
| 146 | + ROCM_VERSION: ${{ inputs.rocm_version }} |
| 147 | + run: | |
| 148 | + ls -lah |
| 149 | + pushd jax |
| 150 | + python3 build/ci_build \ |
| 151 | + --compiler=clang \ |
| 152 | + --python-versions="${{ inputs.python_version }}" \ |
| 153 | + --rocm-version="${ROCM_VERSION}" \ |
| 154 | + --therock-path="${{ inputs.tar_url }}" \ |
| 155 | + dist_wheels |
| 156 | +
|
| 157 | + - name: Extract JAX version |
| 158 | + id: extract_jax_version |
| 159 | + run: | |
| 160 | + # Extract JAX version from requirements.txt (e.g., "jax==0.8.0") |
| 161 | + # Remove all whitespace from requirements.txt to simplify parsing |
| 162 | + # Search for lines starting with "jax==" or "jaxlib==" followed by version (excluding comments) |
| 163 | + # Extract the version number by splitting on '=' and taking the 3rd field |
| 164 | + # [^#]+ matches one or more characters that are NOT '#', ensuring we stop before any inline comments |
| 165 | + JAX_VERSION=$(tr -d ' ' < jax/build/requirements.txt \ |
| 166 | + | grep -E '^(jax|jaxlib)==[^#]+' | head -n1 | cut -d'=' -f3) |
| 167 | + echo "jax_version=$JAX_VERSION" >> "$GITHUB_OUTPUT" |
| 168 | +
|
| 169 | + - name: Install AWS CLI |
| 170 | + if: always() |
| 171 | + run: bash ./dockerfiles/install_awscli.sh |
| 172 | + |
| 173 | + - name: Configure AWS Credentials |
| 174 | + if: always() |
| 175 | + uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 # v5.1.1 |
| 176 | + with: |
| 177 | + aws-region: us-east-2 |
| 178 | + role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases |
| 179 | + |
| 180 | + - name: Upload wheels to S3 |
| 181 | + if: ${{ github.repository_owner == 'ROCm' }} |
| 182 | + run: | |
| 183 | + aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \ |
| 184 | + --recursive --exclude "*" --include "*.whl" |
| 185 | +
|
| 186 | + - name: (Re-)Generate Python package release index |
| 187 | + if: ${{ github.repository_owner == 'ROCm' }} |
| 188 | + run: | |
| 189 | + python3 -m venv .venv |
| 190 | + source .venv/bin/activate |
| 191 | + pip3 install boto3 packaging |
| 192 | + python3 ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }} |
| 193 | +
|
| 194 | + generate_target_to_run: |
| 195 | + name: Generate target_to_run |
| 196 | + runs-on: ubuntu-24.04 |
| 197 | + outputs: |
| 198 | + test_runs_on: ${{ steps.configure.outputs.test-runs-on }} |
| 199 | + bypass_tests_for_releases: ${{ steps.configure.outputs.bypass_tests_for_releases }} |
| 200 | + steps: |
| 201 | + - name: Checking out repository |
| 202 | + uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 |
| 203 | + with: |
| 204 | + repository: ${{ inputs.repository || github.repository }} |
| 205 | + ref: ${{ inputs.ref || '' }} |
| 206 | + |
| 207 | + - name: Generating target to run |
| 208 | + id: configure |
| 209 | + env: |
| 210 | + TARGET: ${{ inputs.amdgpu_family }} |
| 211 | + PLATFORM: "linux" |
| 212 | + # Variable comes from ROCm organization variable 'ROCM_THEROCK_TEST_RUNNERS' |
| 213 | + ROCM_THEROCK_TEST_RUNNERS: ${{ vars.ROCM_THEROCK_TEST_RUNNERS }} |
| 214 | + LOAD_TEST_RUNNERS_FROM_VAR: false |
| 215 | + run: python ./build_tools/github_actions/configure_target_run.py |
| 216 | + |
| 217 | + test_jax_wheels: |
| 218 | + name: Test JAX wheels | ${{ inputs.amdgpu_family }} | ${{ needs.generate_target_to_run.outputs.test_runs_on }} |
| 219 | + needs: [build_jax_wheels, generate_target_to_run] |
| 220 | + permissions: |
| 221 | + contents: read |
| 222 | + packages: read |
| 223 | + uses: ./.github/workflows/test_linux_jax_wheels.yml |
| 224 | + with: |
| 225 | + amdgpu_family: ${{ inputs.amdgpu_family }} |
| 226 | + release_type: ${{ inputs.release_type }} |
| 227 | + s3_subdir: ${{ inputs.s3_subdir }} |
| 228 | + package_index_url: ${{ inputs.cloudfront_staging_url }} |
| 229 | + rocm_version: ${{ inputs.rocm_version }} |
| 230 | + tar_url: ${{ inputs.tar_url }} |
| 231 | + python_version: ${{ inputs.python_version }} |
| 232 | + repository: ${{ inputs.repository || github.repository }} |
| 233 | + ref: ${{ inputs.ref || '' }} |
| 234 | + jax_ref: ${{ inputs.jax_ref }} |
| 235 | + test_runs_on: ${{ needs.generate_target_to_run.outputs.test_runs_on }} |
| 236 | + |
| 237 | + upload_jax_wheels: |
| 238 | + name: Release JAX Wheels to S3 |
| 239 | + needs: [build_jax_wheels, generate_target_to_run, test_jax_wheels] |
| 240 | + if: ${{ !cancelled() }} |
| 241 | + runs-on: ubuntu-24.04 |
| 242 | + env: |
| 243 | + S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python" |
| 244 | + JAX_VERSION: "${{ needs.build_jax_wheels.outputs.jax_version }}" |
| 245 | + ROCM_VERSION: "${{ inputs.rocm_version }}" |
| 246 | + CP_VERSION: "${{ needs.build_jax_wheels.outputs.cp_version }}" |
| 247 | + |
| 248 | + steps: |
| 249 | + - name: Checkout |
| 250 | + uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5.0.1 |
| 251 | + with: |
| 252 | + repository: ${{ inputs.repository || github.repository }} |
| 253 | + ref: ${{ inputs.ref || '' }} |
| 254 | + |
| 255 | + - name: Configure AWS Credentials |
| 256 | + if: always() |
| 257 | + uses: aws-actions/configure-aws-credentials@00943011d9042930efac3dcd3a170e4273319bc8 # v5.1.0 |
| 258 | + with: |
| 259 | + aws-region: us-east-2 |
| 260 | + role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases |
| 261 | + |
| 262 | + - name: Determine upload flag |
| 263 | + env: |
| 264 | + BUILD_RESULT: ${{ needs.build_jax_wheels.result }} |
| 265 | + TEST_RESULT: ${{ needs.test_jax_wheels.result }} |
| 266 | + TEST_RUNS_ON: ${{ needs.generate_target_to_run.outputs.test_runs_on }} |
| 267 | + BYPASS_TESTS_FOR_RELEASES: ${{ needs.generate_target_to_run.outputs.bypass_tests_for_releases }} |
| 268 | + run: python ./build_tools/github_actions/promote_wheels_based_on_policy.py |
| 269 | + |
| 270 | + - name: Copy JAX wheels from staging to release S3 |
| 271 | + if: ${{ env.upload == 'true' }} |
| 272 | + run: | |
| 273 | + echo "Copying exact tested wheels to release S3 bucket..." |
| 274 | + aws s3 cp \ |
| 275 | + s3://${S3_BUCKET_PY}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \ |
| 276 | + s3://${S3_BUCKET_PY}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \ |
| 277 | + --recursive \ |
| 278 | + --exclude "*" \ |
| 279 | + --include "jaxlib-${JAX_VERSION}+rocm${ROCM_VERSION}-${CP_VERSION}-manylinux_2_27_x86_64.whl" \ |
| 280 | + --include "jax_rocm7_plugin-${JAX_VERSION}+rocm${ROCM_VERSION}-${CP_VERSION}-manylinux_2_28_x86_64.whl" \ |
| 281 | + --include "jax_rocm7_pjrt-${JAX_VERSION}+rocm${ROCM_VERSION}-py3-none-manylinux_2_28_x86_64.whl" |
| 282 | +
|
| 283 | + - name: (Re-)Generate Python package release index |
| 284 | + if: ${{ env.upload == 'true' }} |
| 285 | + env: |
| 286 | + # Environment variables to be set for `manage.py` |
| 287 | + CUSTOM_PREFIX: "${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}" |
| 288 | + run: | |
| 289 | + pip install boto3 packaging |
| 290 | + python ./build_tools/third_party/s3_management/manage.py ${{ env.CUSTOM_PREFIX }} |
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