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CI_CPU

CI_CPU #428

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CI_CPU

CI_CPU #428

Workflow file for this run

.github/workflows/ci_cpu.yml at aea78b3
name: CI_CPU
on:
push:
branches:
- main
pull_request:
branches:
- main
schedule:
- cron: '4 4 * * *' # This schedule runs the nightly job every night at 4:04AM
jobs:
########### LINT ##############
lint_py39_torch_release:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: 3.9
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install flake8 black isort
./scripts/install_via_pip.sh
- name: Lint with flake8
run: flake8 --config ./.github/workflows/flake8_config.ini
- name: Lint with black
run: black --check --diff --color .
- name: Check import order with isort
run: isort -v -l 88 -o opacus --lines-after-imports 2 -m 3 --trailing-comma --check-only .
########### UNIT TESTS ##############
unittest_py38_torch_release:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: 3.8
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install pytest coverage coveralls
./scripts/install_via_pip.sh
- name: Run unit tests
run: |
mkdir unittest-py38-release-reports
coverage run -m pytest --doctest-modules -p conftest --junitxml=unittest-py38-release-reports/junit.xml opacus
coverage report -i -m
- name: Store test results
uses: actions/upload-artifact@v4
with:
name: unittest-py38-release-reports
path: unittest-py38-release-reports
unittest_py39_torch_release:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: 3.9
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install pytest coverage coveralls
./scripts/install_via_pip.sh
- name: Run unit tests
run: |
mkdir unittest-py39-release-reports
coverage run -m pytest --doctest-modules -p conftest --junitxml=unittest-py39-release-reports/junit.xml opacus
coverage report -i -m
- name: Store test results
uses: actions/upload-artifact@v4
with:
name: unittest-py39-release-reports
path: unittest-py39-release-reports
prv_accountant_values:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: 3.9
- name: Install dependencies
run: |
python -m pip install --upgrade pip
./scripts/install_via_pip.sh
- name: Run prv accountant unit tests
run: |
python -m unittest opacus.tests.prv_accountant
########### NIGHTLY TEST ##############
unittest_py39_torch_nightly:
runs-on: ubuntu-latest
if: ${{ github.event_name == 'schedule' }}
steps:
- name: Checkout
uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: 3.9
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install pytest coverage coveralls
./scripts/install_via_pip.sh -n
- name: Run unit tests
run: |
mkdir unittest-py39-nightly-reports
python -m pytest --doctest-modules -p conftest --junitxml=unittest-py39-nightly-reports/junit.xml opacus
- name: Store test results
uses: actions/upload-artifact@v4
with:
name: unittest-py39-nightly-reports
path: unittest-py39-nightly-reports
########### INTEGRATION TEST ##############
integrationtest_py39_torch_release_cpu:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: 3.9
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install pytest coverage coveralls
./scripts/install_via_pip.sh
- name: Run MNIST integration test (CPU)
run: |
mkdir -p runs/mnist/data
mkdir -p runs/mnist/test-reports
coverage run examples/mnist.py --lr 0.25 --sigma 0.7 -c 1.5 --batch-size 64 --epochs 1 --data-root runs/mnist/data --n-runs 1 --device cpu
python -c "import torch; accuracy = torch.load('run_results_mnist_0.25_0.7_1.5_64_1.pt'); exit(0) if (accuracy[0]>0.78 and accuracy[0]<0.95) else exit(1)"
coverage report -i -m
- name: Store test results
uses: actions/upload-artifact@v4
with:
name: mnist-cpu-reports
path: runs/mnist/test-reports
######## FINISH COVERALLS ##########
finish_coveralls_parallel:
needs: [unittest_py38_torch_release, unittest_py39_torch_release, integrationtest_py39_torch_release_cpu]
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v2
- name: Finish Coveralls Parallel
uses: coverallsapp/github-action@v2
with:
github_token: ${{ secrets.GITHUB_TOKEN }}
parallel-finished: true