Add working state - fitting benchmarks #590
Workflow file for this run
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| name: Tests | |
| on: | |
| pull_request: | |
| push: | |
| branches: | |
| - master | |
| - dev | |
| - streamlined-backend | |
| jobs: | |
| test: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| os: [ubuntu-latest, windows-latest] | |
| python-version: ["3.10", "3.11"] | |
| backend: ["jax", "numpy", "tensorflow", "torch"] | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Set up Conda | |
| uses: conda-incubator/setup-miniconda@v3 | |
| with: | |
| activate-environment: bayesflow | |
| environment-file: environment.yaml | |
| python-version: ${{ matrix.python-version }} | |
| auto-active-base: false | |
| - name: Install JAX | |
| if: ${{ matrix.backend == 'jax' }} | |
| run: | | |
| pip install -U "jax[cpu]" | |
| export KERAS_BACKEND=jax | |
| - name: Install NumPy | |
| if: ${{ matrix.backend == 'numpy' }} | |
| run: | | |
| conda install numpy | |
| export KERAS_BACKEND=numpy | |
| - name: Install Tensorflow | |
| if: ${{ matrix.backend == 'tensorflow' }} | |
| run: | | |
| pip install -U tensorflow | |
| export KERAS_BACKEND=tensorflow | |
| - name: Install PyTorch | |
| if: ${{ matrix.backend == 'torch' }} | |
| run: | | |
| conda install pytorch torchvision torchaudio cpuonly -c pytorch | |
| export KERAS_BACKEND=torch | |
| - name: Show Environment Info | |
| run: | | |
| conda info | |
| conda list | |
| conda config --show-sources | |
| conda config --show | |
| printenv | sort | |
| - name: Run tests | |
| run: | | |
| python -m pytest tests/ -n auto -v |