| name: Nightly and release tests on main/release branch |
|
|
| on: |
| workflow_dispatch: |
| schedule: |
| - cron: "0 0 * * *" |
|
|
| permissions: |
| contents: read |
|
|
| env: |
| DIFFUSERS_IS_CI: yes |
| HF_XET_HIGH_PERFORMANCE: 1 |
| OMP_NUM_THREADS: 8 |
| MKL_NUM_THREADS: 8 |
| PYTEST_TIMEOUT: 600 |
| RUN_SLOW: yes |
| RUN_NIGHTLY: yes |
| PIPELINE_USAGE_CUTOFF: 0 |
| SLACK_API_TOKEN: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }} |
| CONSOLIDATED_REPORT_PATH: consolidated_test_report.md |
|
|
| jobs: |
| setup_torch_cuda_pipeline_matrix: |
| name: Setup Torch Pipelines CUDA Slow Tests Matrix |
| runs-on: |
| group: aws-general-8-plus |
| container: |
| image: diffusers/diffusers-pytorch-cpu |
| outputs: |
| pipeline_test_matrix: ${{ steps.fetch_pipeline_matrix.outputs.pipeline_test_matrix }} |
| steps: |
| - name: Checkout diffusers |
| uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd |
| with: |
| fetch-depth: 2 |
| - name: Install dependencies |
| run: | |
| pip install -e .[test] |
| pip install huggingface_hub |
| - name: Fetch Pipeline Matrix |
| id: fetch_pipeline_matrix |
| run: | |
| matrix=$(python utils/fetch_torch_cuda_pipeline_test_matrix.py) |
| echo $matrix |
| echo "pipeline_test_matrix=$matrix" >> $GITHUB_OUTPUT |
| |
| - name: Pipeline Tests Artifacts |
| if: ${{ always() }} |
| uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f |
| with: |
| name: test-pipelines.json |
| path: reports |
|
|
| run_nightly_tests_for_torch_pipelines: |
| name: Nightly Torch Pipelines CUDA Tests |
| needs: setup_torch_cuda_pipeline_matrix |
| strategy: |
| fail-fast: false |
| max-parallel: 8 |
| matrix: |
| module: ${{ fromJson(needs.setup_torch_cuda_pipeline_matrix.outputs.pipeline_test_matrix) }} |
| runs-on: |
| group: aws-g4dn-2xlarge |
| 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: | |
| uv pip install -e ".[quality]" |
| uv pip uninstall transformers huggingface_hub && UV_PRERELEASE=allow uv pip install -U transformers@git+https://github.com/huggingface/transformers.git |
| uv pip uninstall tokenizers && uv pip install "tokenizers<=0.23.0" |
| uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git |
| uv pip install pytest-reportlog |
| - name: Environment |
| run: | |
| python utils/print_env.py |
| - name: Pipeline CUDA Test |
| env: |
| HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }} |
| |
| CUBLAS_WORKSPACE_CONFIG: :16:8 |
| run: | |
| pytest -n 1 --max-worker-restart=0 --dist=loadfile \ |
| -k "not Flax and not Onnx" \ |
| --make-reports=tests_pipeline_${{ matrix.module }}_cuda \ |
| --report-log=tests_pipeline_${{ matrix.module }}_cuda.log \ |
| tests/pipelines/${{ matrix.module }} |
| - name: Failure short reports |
| if: ${{ failure() }} |
| run: | |
| cat reports/tests_pipeline_${{ matrix.module }}_cuda_stats.txt |
| cat reports/tests_pipeline_${{ matrix.module }}_cuda_failures_short.txt |
| - name: Test suite reports artifacts |
| if: ${{ always() }} |
| uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f |
| with: |
| name: pipeline_${{ matrix.module }}_test_reports |
| path: reports |
|
|
| run_nightly_tests_for_other_torch_modules: |
| name: Nightly Torch CUDA Tests |
| runs-on: |
| group: aws-g4dn-2xlarge |
| container: |
| image: diffusers/diffusers-pytorch-cuda |
| options: --shm-size "16gb" --ipc host --gpus all |
| defaults: |
| run: |
| shell: bash |
| strategy: |
| fail-fast: false |
| max-parallel: 2 |
| matrix: |
| module: [models, schedulers, lora, others, single_file, examples] |
| steps: |
| - name: Checkout diffusers |
| uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd |
| with: |
| fetch-depth: 2 |
|
|
| - name: Install dependencies |
| run: | |
| uv pip install -e ".[quality]" |
| uv pip uninstall transformers huggingface_hub && UV_PRERELEASE=allow uv pip install -U transformers@git+https://github.com/huggingface/transformers.git |
| uv pip uninstall tokenizers && uv pip install "tokenizers<=0.23.0" |
| uv pip install peft@git+https://github.com/huggingface/peft.git |
| uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git |
| uv pip install pytest-reportlog |
| - name: Environment |
| run: python utils/print_env.py |
|
|
| - name: Run nightly PyTorch CUDA tests for non-pipeline modules |
| if: ${{ matrix.module != 'examples'}} |
| env: |
| HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }} |
| |
| CUBLAS_WORKSPACE_CONFIG: :16:8 |
| run: | |
| pytest -n 1 --max-worker-restart=0 --dist=loadfile \ |
| -k "not Flax and not Onnx" \ |
| --make-reports=tests_torch_${{ matrix.module }}_cuda \ |
| --report-log=tests_torch_${{ matrix.module }}_cuda.log \ |
| tests/${{ matrix.module }} |
| |
| - name: Run nightly example tests with Torch |
| if: ${{ matrix.module == 'examples' }} |
| env: |
| HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }} |
| |
| CUBLAS_WORKSPACE_CONFIG: :16:8 |
| run: | |
| pytest -n 1 --max-worker-restart=0 --dist=loadfile \ |
| --make-reports=examples_torch_cuda \ |
| --report-log=examples_torch_cuda.log \ |
| examples/ |
| |
| - name: Failure short reports |
| if: ${{ failure() }} |
| run: | |
| cat reports/tests_torch_${{ matrix.module }}_cuda_stats.txt |
| cat reports/tests_torch_${{ matrix.module }}_cuda_failures_short.txt |
| |
| - name: Test suite reports artifacts |
| if: ${{ always() }} |
| uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f |
| with: |
| name: torch_${{ matrix.module }}_cuda_test_reports |
| path: reports |
|
|
| run_torch_compile_tests: |
| name: PyTorch Compile CUDA tests |
|
|
| runs-on: |
| group: aws-g4dn-2xlarge |
|
|
| container: |
| image: diffusers/diffusers-pytorch-cuda |
| options: --gpus all --shm-size "16gb" --ipc host |
|
|
| steps: |
| - name: Checkout diffusers |
| uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd |
| with: |
| fetch-depth: 2 |
|
|
| - name: NVIDIA-SMI |
| run: | |
| nvidia-smi |
| - name: Install dependencies |
| run: | |
| uv pip install -e ".[quality,training]" |
| uv pip uninstall transformers huggingface_hub && UV_PRERELEASE=allow uv pip install -U transformers@git+https://github.com/huggingface/transformers.git |
| uv pip uninstall tokenizers && uv pip install "tokenizers<=0.23.0" |
| - name: Environment |
| run: | |
| python utils/print_env.py |
| - name: Run torch compile tests on GPU |
| env: |
| HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }} |
| RUN_COMPILE: yes |
| run: | |
| pytest -n 1 --max-worker-restart=0 --dist=loadfile -k "compile" --make-reports=tests_torch_compile_cuda tests/ |
| - name: Failure short reports |
| if: ${{ failure() }} |
| run: cat reports/tests_torch_compile_cuda_failures_short.txt |
|
|
| - name: Test suite reports artifacts |
| if: ${{ always() }} |
| uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f |
| with: |
| name: torch_compile_test_reports |
| path: reports |
|
|
| run_big_gpu_torch_tests: |
| name: Torch tests on big GPU |
| strategy: |
| fail-fast: false |
| max-parallel: 2 |
| runs-on: |
| group: aws-g6e-xlarge-plus |
| 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: | |
| uv pip install -e ".[quality]" |
| uv pip uninstall transformers huggingface_hub && UV_PRERELEASE=allow uv pip install -U transformers@git+https://github.com/huggingface/transformers.git |
| uv pip uninstall tokenizers && uv pip install "tokenizers<=0.23.0" |
| uv pip install peft@git+https://github.com/huggingface/peft.git |
| uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git |
| uv pip install pytest-reportlog |
| - name: Environment |
| run: | |
| python utils/print_env.py |
| - name: Selected Torch CUDA Test on big GPU |
| env: |
| HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }} |
| |
| CUBLAS_WORKSPACE_CONFIG: :16:8 |
| BIG_GPU_MEMORY: 40 |
| run: | |
| pytest -n 1 --max-worker-restart=0 --dist=loadfile \ |
| -m "big_accelerator" \ |
| --make-reports=tests_big_gpu_torch_cuda \ |
| --report-log=tests_big_gpu_torch_cuda.log \ |
| tests/ |
| - name: Failure short reports |
| if: ${{ failure() }} |
| run: | |
| cat reports/tests_big_gpu_torch_cuda_stats.txt |
| cat reports/tests_big_gpu_torch_cuda_failures_short.txt |
| - name: Test suite reports artifacts |
| if: ${{ always() }} |
| uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f |
| with: |
| name: torch_cuda_big_gpu_test_reports |
| path: reports |
|
|
| torch_minimum_version_cuda_tests: |
| name: Torch Minimum Version CUDA Tests |
| runs-on: |
| group: aws-g4dn-2xlarge |
| container: |
| image: diffusers/diffusers-pytorch-minimum-cuda |
| options: --shm-size "16gb" --ipc host --gpus all |
| defaults: |
| run: |
| shell: bash |
| steps: |
| - name: Checkout diffusers |
| uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd |
| with: |
| fetch-depth: 2 |
|
|
| - name: Install dependencies |
| run: | |
| uv pip install -e ".[quality]" |
| uv pip uninstall transformers huggingface_hub && UV_PRERELEASE=allow uv pip install -U transformers@git+https://github.com/huggingface/transformers.git |
| uv pip uninstall tokenizers && uv pip install "tokenizers<=0.23.0" |
| uv pip install peft@git+https://github.com/huggingface/peft.git |
| uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git |
| |
| - name: Environment |
| run: | |
| python utils/print_env.py |
| |
| - name: Run PyTorch CUDA tests |
| env: |
| HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }} |
| |
| CUBLAS_WORKSPACE_CONFIG: :16:8 |
| run: | |
| pytest -n 1 --max-worker-restart=0 --dist=loadfile \ |
| -k "not Flax and not Onnx" \ |
| --make-reports=tests_torch_minimum_version_cuda \ |
| tests/models/test_modeling_common.py \ |
| tests/pipelines/test_pipelines_common.py \ |
| tests/pipelines/test_pipeline_utils.py \ |
| tests/pipelines/test_pipelines.py \ |
| tests/pipelines/test_pipelines_auto.py \ |
| tests/schedulers/test_schedulers.py \ |
| tests/others |
| |
| - name: Failure short reports |
| if: ${{ failure() }} |
| run: | |
| cat reports/tests_torch_minimum_version_cuda_stats.txt |
| cat reports/tests_torch_minimum_version_cuda_failures_short.txt |
| |
| - name: Test suite reports artifacts |
| if: ${{ always() }} |
| uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f |
| with: |
| name: torch_minimum_version_cuda_test_reports |
| path: reports |
|
|
| run_nightly_quantization_tests: |
| name: Torch quantization nightly tests |
| strategy: |
| fail-fast: false |
| max-parallel: 2 |
| matrix: |
| config: |
| - backend: "bitsandbytes" |
| test_location: "bnb" |
| additional_deps: ["peft"] |
| - backend: "gguf" |
| test_location: "gguf" |
| additional_deps: ["peft", "kernels"] |
| - backend: "torchao" |
| test_location: "torchao" |
| additional_deps: [] |
| - backend: "optimum_quanto" |
| test_location: "quanto" |
| additional_deps: [] |
| - backend: "nvidia_modelopt" |
| test_location: "modelopt" |
| additional_deps: [] |
| runs-on: |
| group: aws-g6e-xlarge-plus |
| container: |
| image: diffusers/diffusers-pytorch-cuda |
| options: --shm-size "20gb" --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: | |
| uv pip install -e ".[quality]" |
| uv pip install -U ${{ matrix.config.backend }} |
| if [ "${{ join(matrix.config.additional_deps, ' ') }}" != "" ]; then |
| uv pip install ${{ join(matrix.config.additional_deps, ' ') }} |
| fi |
| uv pip install pytest-reportlog |
| uv pip uninstall transformers huggingface_hub && UV_PRERELEASE=allow uv pip install -U transformers@git+https://github.com/huggingface/transformers.git |
| uv pip uninstall tokenizers && uv pip install "tokenizers<=0.23.0" |
| - name: Environment |
| run: | |
| python utils/print_env.py |
| - name: ${{ matrix.config.backend }} quantization tests on GPU |
| env: |
| HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }} |
| |
| CUBLAS_WORKSPACE_CONFIG: :16:8 |
| BIG_GPU_MEMORY: 40 |
| run: | |
| pytest -n 1 --max-worker-restart=0 --dist=loadfile \ |
| --make-reports=tests_${{ matrix.config.backend }}_torch_cuda \ |
| --report-log=tests_${{ matrix.config.backend }}_torch_cuda.log \ |
| tests/quantization/${{ matrix.config.test_location }} |
| - name: Failure short reports |
| if: ${{ failure() }} |
| run: | |
| cat reports/tests_${{ matrix.config.backend }}_torch_cuda_stats.txt |
| cat reports/tests_${{ matrix.config.backend }}_torch_cuda_failures_short.txt |
| - name: Test suite reports artifacts |
| if: ${{ always() }} |
| uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f |
| with: |
| name: torch_cuda_${{ matrix.config.backend }}_reports |
| path: reports |
| |
| run_nightly_pipeline_level_quantization_tests: |
| name: Torch quantization nightly tests |
| strategy: |
| fail-fast: false |
| max-parallel: 2 |
| runs-on: |
| group: aws-g6e-xlarge-plus |
| container: |
| image: diffusers/diffusers-pytorch-cuda |
| options: --shm-size "20gb" --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: | |
| uv pip install -e ".[quality]" |
| uv pip install -U bitsandbytes optimum_quanto |
| uv pip uninstall transformers huggingface_hub && UV_PRERELEASE=allow uv pip install -U transformers@git+https://github.com/huggingface/transformers.git |
| uv pip uninstall tokenizers && uv pip install "tokenizers<=0.23.0" |
| uv pip install pytest-reportlog |
| - name: Environment |
| run: | |
| python utils/print_env.py |
| - name: Pipeline-level quantization tests on GPU |
| env: |
| HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }} |
| |
| CUBLAS_WORKSPACE_CONFIG: :16:8 |
| BIG_GPU_MEMORY: 40 |
| run: | |
| pytest -n 1 --max-worker-restart=0 --dist=loadfile \ |
| --make-reports=tests_pipeline_level_quant_torch_cuda \ |
| --report-log=tests_pipeline_level_quant_torch_cuda.log \ |
| tests/quantization/test_pipeline_level_quantization.py |
| - name: Failure short reports |
| if: ${{ failure() }} |
| run: | |
| cat reports/tests_pipeline_level_quant_torch_cuda_stats.txt |
| cat reports/tests_pipeline_level_quant_torch_cuda_failures_short.txt |
| - name: Test suite reports artifacts |
| if: ${{ always() }} |
| uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f |
| with: |
| name: torch_cuda_pipeline_level_quant_reports |
| path: reports |
|
|
| generate_consolidated_report: |
| name: Generate Consolidated Test Report |
| needs: [ |
| run_nightly_tests_for_torch_pipelines, |
| run_nightly_tests_for_other_torch_modules, |
| run_torch_compile_tests, |
| run_big_gpu_torch_tests, |
| run_nightly_quantization_tests, |
| run_nightly_pipeline_level_quantization_tests, |
| |
| torch_minimum_version_cuda_tests, |
| |
| ] |
| if: always() |
| runs-on: |
| group: aws-general-8-plus |
| container: |
| image: diffusers/diffusers-pytorch-cpu |
| steps: |
| - name: Checkout diffusers |
| uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd |
| with: |
| fetch-depth: 2 |
|
|
| - name: Create reports directory |
| run: mkdir -p combined_reports |
|
|
| - name: Download all test reports |
| uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 |
| with: |
| path: artifacts |
|
|
| - name: Prepare reports |
| run: | |
| # Move all report files to a single directory for processing |
| find artifacts -name "*.txt" -exec cp {} combined_reports/ \; |
| |
| - name: Install dependencies |
| run: | |
| pip install -e .[test] |
| pip install slack_sdk tabulate |
| |
| - name: Generate consolidated report |
| run: | |
| python utils/consolidated_test_report.py \ |
| --reports_dir combined_reports \ |
| --output_file $CONSOLIDATED_REPORT_PATH \ |
| --slack_channel_name diffusers-ci-nightly |
| |
| - name: Show consolidated report |
| run: | |
| cat $CONSOLIDATED_REPORT_PATH >> $GITHUB_STEP_SUMMARY |
| |
| - name: Upload consolidated report |
| uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f |
| with: |
| name: consolidated_test_report |
| path: ${{ env.CONSOLIDATED_REPORT_PATH }} |
|
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