[WIP] tridiagonal_eigh #234
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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] | |
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] | |
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 | |
cd .github/scripts | |
POPLAR_LOG_LEVEL=DEBUG TF_CPP_MIN_LOG_LEVEL=0 JAX_IPU_DEVICE_COUNT=1 python 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 ./ |