| name: Benchmarking tests |
|
|
| on: |
| workflow_dispatch: |
| schedule: |
| - cron: "30 1 1,15 * *" |
|
|
| permissions: |
| contents: read |
|
|
| env: |
| DIFFUSERS_IS_CI: yes |
| HF_XET_HIGH_PERFORMANCE: 1 |
| HF_HOME: /mnt/cache |
| OMP_NUM_THREADS: 8 |
| MKL_NUM_THREADS: 8 |
| BASE_PATH: benchmark_outputs |
|
|
| jobs: |
| torch_models_cuda_benchmark_tests: |
| env: |
| SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL_BENCHMARK }} |
| name: Torch Core Models CUDA Benchmarking Tests |
| strategy: |
| fail-fast: false |
| max-parallel: 1 |
| runs-on: |
| group: aws-g6e-4xlarge |
| container: |
| image: diffusers/diffusers-pytorch-cuda |
| options: --shm-size "16gb" --ipc host --gpus all |
| steps: |
| - name: Checkout diffusers |
| uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd |
| with: |
| fetch-depth: 2 |
| - name: NVIDIA-SMI |
| run: | |
| nvidia-smi |
| - name: Install dependencies |
| run: | |
| apt update |
| apt install -y libpq-dev postgresql-client |
| uv pip install -e ".[quality]" |
| uv pip install -r benchmarks/requirements.txt |
| - name: Environment |
| run: | |
| python utils/print_env.py |
| - name: Diffusers Benchmarking |
| env: |
| HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }} |
| run: | |
| cd benchmarks && python run_all.py |
| |
| - name: Push results to the Hub |
| env: |
| HF_TOKEN: ${{ secrets.DIFFUSERS_BOT_TOKEN }} |
| run: | |
| cd benchmarks && python push_results.py |
| mkdir $BASE_PATH && cp *.csv $BASE_PATH |
| |
| - name: Test suite reports artifacts |
| if: ${{ always() }} |
| uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f |
| with: |
| name: benchmark_test_reports |
| path: benchmarks/${{ env.BASE_PATH }} |
|
|
| - name: Report success status |
| if: ${{ success() }} |
| run: | |
| pip install requests && python utils/notify_benchmarking_status.py --status=success |
| |
| - name: Report failure status |
| if: ${{ failure() }} |
| run: | |
| pip install requests && python utils/notify_benchmarking_status.py --status=failure |