Basic support of jax.lax.gather in TessellateIPU.
#109
Workflow file for this run
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| name: tests_internal | |
| env: | |
| GIT_MAIN_BRANCH: "main" | |
| # Controls when the workflow will run. | |
| on: | |
| push: | |
| branches: [ "main" ] | |
| pull_request: | |
| branches: [ "main" ] | |
| # Allows you to run this workflow manually from the Actions tab. | |
| workflow_dispatch: | |
| jobs: | |
| lint_and_typecheck: | |
| if: github.repository != 'graphcore-research/tessellate-ipu' | |
| runs-on: [self-hosted, Linux, X64, 20.04, Ubuntu, intel] | |
| timeout-minutes: 10 | |
| steps: | |
| - name: Cancel previous | |
| uses: styfle/[email protected] | |
| with: | |
| access_token: ${{ github.token }} | |
| if: ${{github.ref != 'refs/head/main'}} | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python 3.8 | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.8 | |
| - uses: pre-commit/[email protected] | |
| # Tessellate unit tests using IPU model | |
| tessellate_unit_tests_ipu_model: | |
| if: github.repository != 'graphcore-research/tessellate-ipu' | |
| runs-on: [self-hosted, Linux, X64, 20.04, Ubuntu, amd] | |
| container: graphcore/pytorch:3.2.0-ubuntu-20.04 | |
| timeout-minutes: 20 | |
| steps: | |
| - name: Cancel previous | |
| uses: styfle/[email protected] | |
| with: | |
| access_token: ${{ github.token }} | |
| if: ${{github.ref != 'refs/head/main'}} | |
| - uses: actions/checkout@v3 | |
| - name: Update pip | |
| id: pip-cache | |
| run: | | |
| python3 -m pip install --upgrade build cmake nanobind ninja pip scikit_build_core[pyproject] | |
| # Install JAX for IPU. | |
| - name: Install JAX for IPU | |
| run: | | |
| pip3 install --default-timeout=100 -U numpy==1.23.5 scipy etils pytest | |
| pip3 install jax==0.3.16+ipu jaxlib==0.3.15+ipu.sdk320 -f https://graphcore-research.github.io/jax-experimental/wheels.html | |
| # Install other dependencies. | |
| - name: Install dependencies | |
| run: | | |
| pip3 install --default-timeout=100 -r ./test-requirements.txt | |
| # Build & install sdist package. | |
| - name: Install TessellateIPU | |
| run: | | |
| python3 -m build --no-isolation | |
| pip3 install dist/*.tar.gz | |
| # Run repository unit tests. | |
| - name: Run TessellateIPU unit tests (model) | |
| run: | | |
| cd ./tests/ | |
| JAX_IPU_USE_MODEL=true JAX_IPU_MODEL_NUM_TILES=16 pytest --tb=short -v --log-cli-level=INFO ./ | |
| # Dockerized workflow known to create issues with self-hosted servers. | |
| # Solution is to fully cleanup the workspace for the next action. | |
| # See: https://stackoverflow.com/questions/70483902/how-to-actually-clean-up-the-repository-on-self-hosted-runner-after-github-actio | |
| - name: Cleanup GITHUB_WORKSPACE folder | |
| run: | | |
| ls -la ./ | |
| rm -rf ./* || true | |
| rm -rf ./.??* || true | |
| ls -la ./ | |
| # Tessellate unit tests using IPU hardware | |
| tessellate_unit_tests_ipu_hardware: | |
| if: github.repository != 'graphcore-research/tessellate-ipu' | |
| runs-on: [self-hosted, Linux, X64, 20.04, Ubuntu, pod16] | |
| container: | |
| image: graphcore/pytorch:3.2.0-ubuntu-20.04 | |
| options: --ulimit memlock=-1:-1 --cap-add=SYS_PTRACE --cap-add=IPC_LOCK --device=/dev/infiniband/ -e IPUOF_VIPU_API_HOST -e IPUOF_VIPU_API_PARTITION_ID --shm-size=128G | |
| timeout-minutes: 20 | |
| steps: | |
| - name: Cancel previous | |
| uses: styfle/[email protected] | |
| with: | |
| access_token: ${{ github.token }} | |
| if: ${{github.ref != 'refs/head/main'}} | |
| - uses: actions/checkout@v3 | |
| - name: Instal Python base dependencies | |
| id: pip-cache | |
| run: | | |
| python3 -m pip install --upgrade build cmake docker nanobind ninja pip scikit_build_core[pyproject] | |
| # Necessary for attaching IPU hardware. | |
| - name: Attach RDMA Network | |
| run: | | |
| python3 -c "import docker; client=docker.from_env(); client.networks.get('macvlan_rdma_swarm').connect(client.containers.get('${{ job.container.id }}'))" | |
| gc-monitor | |
| # Install JAX for IPU. | |
| - name: Install JAX for IPU | |
| run: | | |
| pip3 install --default-timeout=100 -U numpy==1.23.5 scipy etils pytest | |
| pip3 install jax==0.3.16+ipu jaxlib==0.3.15+ipu.sdk320 -f https://graphcore-research.github.io/jax-experimental/wheels.html | |
| POPLAR_LOG_LEVEL=DEBUG TF_CPP_MIN_LOG_LEVEL=0 JAX_IPU_DEVICE_COUNT=1 python .github/scripts/check_ipu_hardware_device.py | |
| - name: Install repository dependencies | |
| run: | | |
| pip3 install --default-timeout=100 -r ./test-requirements.txt | |
| - name: Install TessellateIPU | |
| run: | | |
| python3 -m build --no-isolation | |
| pip3 install dist/*.whl | |
| # Run IPU hardware unit tests. | |
| - name: Run TessellateIPU unit tests (hardware) | |
| run: | | |
| cd ./tests/ | |
| JAX_IPU_DEVICE_COUNT=2 pytest --tb=short -v --log-cli-level=INFO -m ipu_hardware ./ |