Add a workflow to run benchmarks #3
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name: Benchmarks | |
on: | |
push: | |
branches: | |
- main | |
pull_request: | |
branches: | |
- main | |
jobs: | |
multiprocess_gpu_test: | |
runs-on: ubuntu-latest # For self-hosted runners with GPUs, update accordingly. | |
strategy: | |
matrix: | |
gpu-count: [2, 4, 8] # Adjust based on the runner's available GPUs | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
pip install -U jax | |
pip install -U "jax[cuda12]" | |
- name: Run Multiprocess GPU Test | |
run: | | |
export CUDA_VISIBLE_DEVICES="0-$((${matrix.gpu-count} - 1))" | |
python -m pytest -n ${matrix.gpu-count} tests/multiprocess_gpu_test.py |