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hvd-tests.yml
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name: Run Horovod tests
on:
push:
branches:
- master
- "*.*.*"
paths:
- "ignite/**"
- "tests/ignite/**"
- "tests/run_cpu_tests.sh"
- ".github/workflows/hvd-tests.yml"
pull_request:
paths:
- "ignite/**"
- "tests/ignite/**"
- "tests/run_cpu_tests.sh"
- ".github/workflows/hvd-tests.yml"
workflow_dispatch:
concurrency:
# <workflow_name>-<branch_name>-<true || commit_sha (if branch is protected)>
group: hvd-tests-${{ github.ref_name }}-${{ !(github.ref_protected) || github.sha }}
cancel-in-progress: true
jobs:
horovod-tests:
runs-on: ubuntu-latest
timeout-minutes: 60
strategy:
matrix:
python-version: ["3.11"]
pytorch-channel: [pytorch]
steps:
- uses: actions/checkout@v4
- name: Get year & week number
id: get-date
run: echo "date=$(/bin/date "+%Y-%U")" >> $GITHUB_OUTPUT
shell: bash -l {0}
- name: Get pip cache dir
id: pip-cache
run: |
python3 -m pip install -U pip
echo "pip_cache=$(python3 -m pip cache dir)" >> $GITHUB_OUTPUT
shell: bash -l {0}
- uses: actions/cache@v3
with:
path: |
~/conda_pkgs_dir
${{ steps.pip-cache.outputs.pip_cache }}
key: ${{ steps.get-date.outputs.date }}-horovod-${{ hashFiles('requirements-dev.txt') }}
- uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
shell: bash -l {0}
run: |
#install other dependencies
pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
pip install -r requirements-dev.txt
# Install Horovod from source and apply a patch to build with recent pytorch
# We can't use pip install <whatever> as build-env can't find pytorch and
# `--no-build-isolation` does not work with horovod setup.py
git clone --recursive https://github.com/horovod/horovod.git /tmp/horovod
cd /tmp/horovod
sed -i "s/CMAKE_CXX_STANDARD 14/CMAKE_CXX_STANDARD 17/g" CMakeLists.txt
sed -i "s/CMAKE_CXX_STANDARD 14/CMAKE_CXX_STANDARD 17/g" horovod/torch/CMakeLists.txt
HOROVOD_WITH_PYTORCH=1 python setup.py install
cd -
# test the installation:
python -c "import horovod.torch as hvd; hvd.mpi_ops.Sum"
# Install ignite
python setup.py install
# Download MNIST: https://github.com/pytorch/ignite/issues/1737
# to "/tmp" for cpu tests
- name: Download MNIST
uses: pytorch-ignite/download-mnist-github-action@master
with:
target_dir: /tmp
- name: Run Tests
uses: nick-fields/retry@v3
with:
max_attempts: 5
timeout_minutes: 15
shell: bash
command: bash tests/run_cpu_tests.sh
new_command_on_retry: USE_LAST_FAILED=1 bash tests/run_cpu_tests.sh
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v3
with:
file: ./coverage.xml
flags: hvd-cpu
fail_ci_if_error: false