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Trainers: support binary, multiclass, and multilabel tasks #9314

Trainers: support binary, multiclass, and multilabel tasks

Trainers: support binary, multiclass, and multilabel tasks #9314

Workflow file for this run

name: tests
on:
push:
branches:
- main
- release**
pull_request:
branches:
- main
- release**
jobs:
latest:
name: latest
runs-on: ${{ matrix.os }}
env:
MPLBACKEND: Agg
strategy:
matrix:
os: [ubuntu-latest, macos-latest, windows-latest]
python-version: ["3.10", "3.11", "3.12"]
steps:
- name: Clone repo
uses: actions/[email protected]
- name: Set up python
uses: actions/[email protected]
with:
python-version: ${{ matrix.python-version }}
- name: Cache dependencies
uses: actions/[email protected]
id: cache
with:
path: ${{ env.pythonLocation }}
key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/required.txt') }}-${{ hashFiles('requirements/datasets.txt') }}-${{ hashFiles('requirements/tests.txt') }}
if: ${{ runner.os != 'macOS' }}
- name: Setup headless display for pyvista
uses: pyvista/setup-headless-display-action@v2
- name: Install apt dependencies (Linux)
run: |
sudo apt-get update
sudo apt-get install unrar
if: ${{ runner.os == 'Linux' }}
- name: Install brew dependencies (macOS)
run: brew install rar
if: ${{ runner.os == 'macOS' }}
- name: Install choco dependencies (Windows)
run: choco install 7zip
if: ${{ runner.os == 'Windows' }}
- name: Install pip dependencies
if: steps.cache.outputs.cache-hit != 'true'
run: |
pip install -r requirements/required.txt -r requirements/datasets.txt -r requirements/tests.txt
pip cache purge
- name: List pip dependencies
run: pip list
- name: Run pytest checks
run: |
pytest --cov=torchgeo --cov-report=xml --durations=10
python3 -m torchgeo --help
- name: Report coverage
uses: codecov/[email protected]
with:
token: ${{ secrets.CODECOV_TOKEN }}
minimum:
name: minimum
runs-on: ubuntu-latest
env:
MPLBACKEND: Agg
steps:
- name: Clone repo
uses: actions/[email protected]
- name: Set up python
uses: actions/[email protected]
with:
python-version: "3.10"
- name: Cache dependencies
uses: actions/[email protected]
id: cache
with:
path: ${{ env.pythonLocation }}
key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/min-reqs.old') }}-${{ hashFiles('requirements/mins-cons.old') }}
- name: Setup headless display for pyvista
uses: pyvista/setup-headless-display-action@v2
- name: Install apt dependencies (Linux)
run: |
sudo apt-get update
sudo apt-get install unrar
- name: Install pip dependencies
if: steps.cache.outputs.cache-hit != 'true'
run: |
pip install -r requirements/min-reqs.old -c requirements/min-cons.old
pip cache purge
- name: List pip dependencies
run: pip list
- name: Run pytest checks
run: |
pytest --cov=torchgeo --cov-report=xml --durations=10
python3 -m torchgeo --help
- name: Report coverage
uses: codecov/[email protected]
with:
token: ${{ secrets.CODECOV_TOKEN }}
datasets:
name: datasets
runs-on: ubuntu-latest
env:
MPLBACKEND: Agg
steps:
- name: Clone repo
uses: actions/[email protected]
- name: Set up python
uses: actions/[email protected]
with:
python-version: "3.12"
- name: Cache dependencies
uses: actions/[email protected]
id: cache
with:
path: ${{ env.pythonLocation }}
key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/required.txt') }}-${{ hashFiles('requirements/tests.txt') }}
- name: Install pip dependencies
if: steps.cache.outputs.cache-hit != 'true'
run: |
pip install -r requirements/required.txt -r requirements/tests.txt
pip cache purge
- name: List pip dependencies
run: pip list
- name: Run pytest checks
run: |
pytest --cov=torchgeo --cov-report=xml --durations=10
python3 -m torchgeo --help
- name: Report coverage
uses: codecov/[email protected]
with:
token: ${{ secrets.CODECOV_TOKEN }}
concurrency:
group: ${{ github.workflow }}-${{ github.event.pull_request.head.label || github.head_ref || github.ref }}
cancel-in-progress: true