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Fix flaky SVGP classification test (#2495) #506

Fix flaky SVGP classification test (#2495)

Fix flaky SVGP classification test (#2495) #506

Workflow file for this run

# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
name: Run Test Suite
on:
push:
branches: [ master ]
pull_request:
branches: [ master ]
workflow_call:
jobs:
run_linter:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: "3.8"
- name: Install dependencies
run: |
pip install flake8==4.0.1 flake8-print==4.0.0 pre-commit
pre-commit install
- name: Run linting
run: |
flake8
- name: Run pre-commit checks
# skipping flake8 here (run separatey above b/c pre-commit does not include flake8-print)
run: |
SKIP=flake8 pre-commit run --files test/**/*.py gpytorch/**/*.py
- name: Upload coverage reports to Codecov
uses: codecov/codecov-action@v3
run_unit_tests:
runs-on: ubuntu-latest
strategy:
matrix:
pytorch-version: ["master", "stable"]
extras: ["with-extras", "no-extras"]
steps:
- uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: "3.8"
- name: Install dependencies
run: |
if [[ ${{ matrix.pytorch-version }} = "master" ]]; then
pip install --pre torch -f https://download.pytorch.org/whl/nightly/cpu/torch_nightly.html;
else
pip install torch==1.11+cpu -f https://download.pytorch.org/whl/torch_stable.html;
fi
pip install -e .
if [[ ${{ matrix.extras }} == "with-extras" ]]; then
pip install "pyro-ppl>=1.8";
pip install pykeops;
pip install faiss-cpu; # Unofficial pip release: https://pypi.org/project/faiss-cpu/#history
fi
- name: Run unit tests
run: |
python -m unittest discover
run_examples:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: "3.8"
- name: Install dependencies
run: |
pip install torch==1.11+cpu -f https://download.pytorch.org/whl/torch_stable.html
pip install pytest nbval jupyter tqdm matplotlib torchvision scipy
pip install -e .
pip install "pyro-ppl>=1.8";
pip install pykeops;
pip install faiss-cpu; # Unofficial pip release: https://pypi.org/project/faiss-cpu/#history
- name: Run example notebooks
run: |
grep -l smoke_test examples/**/*.ipynb | xargs grep -L 'smoke_test = False' | CI=true xargs pytest --nbval-lax --current-env