Create a workflow to run benchmarks #8
Workflow file for this run
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| name: Benchmarks | |
| on: | |
| pull_request: | |
| branches: | |
| - main | |
| jobs: | |
| jax-build: | |
| strategy: | |
| matrix: | |
| runner: ["linux-x86-g2-48-l4-4gpu"] | |
| runs-on: ${{ matrix.runner }} | |
| container: | |
| image: "gcr.io/tensorflow-testing/nosla-cuda12.3-cudnn9.1-ubuntu20.04-manylinux2014-multipython:latest" | |
| env: | |
| JAXCI_HERMETIC_PYTHON_VERSION: 3.11 | |
| steps: | |
| - name: Checkout JAX Fork | |
| uses: actions/checkout@v3 | |
| with: | |
| repository: 'google-ml-infra/jax-fork' | |
| path: jax-fork | |
| - name: Install JAX Dependencies | |
| working-directory: jax-fork | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install pytest | |
| pip install absl-py | |
| pip install "jax[cuda12_pip]" # Adjust CUDA version if needed | |
| pip install google-benchmark | |
| - name: Run JAX Multiprocess GPU Test | |
| working-directory: jax-fork | |
| continue-on-error: true | |
| run: python -m pytest tests/multiprocess_gpu_test.py | |
| # - name: Build XLA GPU Atomic Test | |
| # working-directory: xla | |
| # continue-on-error: true | |
| # run: bazel build -c opt --config=cuda //xla/service/gpu/tests:gpu_atomic_test | |
| # - name: Run XLA GPU Atomic Test | |
| # working-directory: xla | |
| # continue-on-error: true | |
| # run: bazel test -c opt --config=cuda //xla/service/gpu/tests:gpu_atomic_test | |
| xla-gpu-build: | |
| runs-on: linux-x86-g2-48-l4-4gpu | |
| container: | |
| image: "gcr.io/tensorflow-testing/nosla-cuda12.3-cudnn9.1-ubuntu20.04-manylinux2014-multipython:latest" | |
| options: --gpus all | |
| steps: | |
| - name: Checkout XLA | |
| uses: actions/checkout@v3 | |
| with: | |
| repository: 'openxla/xla' | |
| path: xla | |
| - name: Build with Bazel | |
| run: parallel --ungroup --retries 3 --delay 15 --nonall -- bazel build --build_tag_filters=-no_oss,requires-gpu-nvidia,gpu,-rocm-only --test_tag_filters=-no_oss,requires-gpu-nvidia,gpu,-rocm-only,requires-gpu-sm75-only,requires-gpu-sm60,requires-gpu-sm70,-requires-gpu-sm80,-requires-gpu-sm80-only,-requires-gpu-sm90,-requires-gpu-sm90-only,-requires-gpu-sm100,-requires-gpu-sm100-only,-requires-gpu-amd --config=warnings --config=rbe_linux_cuda_nvcc --run_under=//tools/ci_build/gpu_build:parallel_gpu_execute --repo_env=TF_CUDA_COMPUTE_CAPABILITIES=7.5 --@cuda_driver//:enable_forward_compatibility=true --test_output=errors --verbose_failures --keep_going --nobuild_tests_only --profile=profile.json.gz --flaky_test_attempts=3 --jobs=150 --bes_upload_mode=fully_async --nobuild -- //xla/... //build_tools/... @tsl//tsl/... | |
| - name: Test with Bazel | |
| run: bazel test --build_tag_filters=-no_oss,requires-gpu-nvidia,gpu,-rocm-only --test_tag_filters=-no_oss,requires-gpu-nvidia,gpu,-rocm-only,requires-gpu-sm75-only,requires-gpu-sm60,requires-gpu-sm70,-requires-gpu-sm80,-requires-gpu-sm80-only,-requires-gpu-sm90,-requires-gpu-sm90-only,-requires-gpu-sm100,-requires-gpu-sm100-only,-requires-gpu-amd --config=warnings --config=rbe_linux_cuda_nvcc --run_under=//tools/ci_build/gpu_build:parallel_gpu_execute --repo_env=TF_CUDA_COMPUTE_CAPABILITIES=7.5 --@cuda_driver//:enable_forward_compatibility=true --test_output=errors --verbose_failures --keep_going --nobuild_tests_only --profile=profile.json.gz --flaky_test_attempts=3 --jobs=150 --bes_upload_mode=fully_async -- //xla/... //build_tools/... @tsl//tsl/... | |
| - name: Analyze Profile | |
| run: bazel analyze-profile profile.json.gz |