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New metric: Normalized Mutual Information Score (#2029) #163

New metric: Normalized Mutual Information Score (#2029)

New metric: Normalized Mutual Information Score (#2029) #163

Workflow file for this run

name: "CI integrations | CPU"
# see: https://help.github.com/en/actions/reference/events-that-trigger-workflows
on: # Trigger the workflow on push or pull request, but only for the master branch
push:
branches: [master, "release/*"]
pull_request:
branches: [master, "release/*"]
types: [opened, reopened, ready_for_review, synchronize]
schedule:
# At the end of every day
- cron: "0 0 * * *"
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref }}
cancel-in-progress: ${{ ! (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/heads/release/')) }}
defaults:
run:
shell: bash
jobs:
pytest:
runs-on: ${{ matrix.os }}
if: github.event.pull_request.draft == false
strategy:
fail-fast: false
matrix:
os: [ubuntu-20.04, macOS-11, windows-2022]
python-version: ['3.8', '3.10']
requires: ['oldest', 'latest']
exclude:
- {python-version: '3.10', requires: 'oldest'}
- {python-version: '3.10', os: 'windows'} # todo: https://discuss.pytorch.org/t/numpy-is-not-available-error/146192
include:
- {python-version: '3.10', requires: 'latest', os: 'ubuntu-22.04'}
- {python-version: '3.10', requires: 'latest', os: 'macOS-12'}
env:
PYTORCH_URL: "https://download.pytorch.org/whl/cpu/torch_stable.html"
FREEZE_REQUIREMENTS: ${{ ! (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/heads/release/')) }}
PYPI_CACHE: "_ci-cache_PyPI"
# Timeout: https://stackoverflow.com/a/59076067/4521646
# seems that MacOS jobs take much more than orger OS
timeout-minutes: 45
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: source cashing
uses: ./.github/actions/pull-caches
with:
requires: ${{ matrix.requires }}
- name: Freeze PIL (hotfix)
# import of PILLOW_VERSION which they recently removed in v9.0 in favor of __version__
run: pip install "Pillow<9.0" # It messes with torchvision
- name: Install all dependencies
run: |
set -e
curl https://raw.githubusercontent.com/Lightning-AI/utilities/main/scripts/adjust-torch-versions.py -o adjust-torch-versions.py
pip install -r requirements/test.txt -r requirements/integrate.txt \
--find-links $PYTORCH_URL -f $PYPI_CACHE --upgrade-strategy eager
python adjust-torch-versions.py requirements.txt
python adjust-torch-versions.py requirements/image.txt
cat requirements.txt
pip install -e . --find-links $PYTORCH_URL -f $PYPI_CACHE
pip list
- name: Integrations
working-directory: ./tests
env:
PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION: 'python'
run: python -m pytest integrations -v --durations=25 --reruns 3 --reruns-delay 2