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name: Nightly and release tests on main/release branch
on:
workflow_dispatch:
schedule:
- cron: "0 0 * * *" # every day at midnight
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: ${{ steps.fetch_pipeline_matrix.outputs.pipeline_test_matrix }}
steps:
- name: Checkout diffusers
uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
with:
fetch-depth: 2
- name: Install dependencies
run: |
pip install -e .[test]
pip install huggingface_hub
- name: Fetch Pipeline Matrix
id: fetch_pipeline_matrix
run: |
matrix=$(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 # v6
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 # v6.0.2
with:
fetch-depth: 2
- name: NVIDIA-SMI
run: nvidia-smi
- name: Install dependencies
run: |
uv pip install -e ".[quality]"
uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
#uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
uv pip install pytest-reportlog
- name: Environment
run: |
python utils/print_env.py
- name: Pipeline CUDA Test
env:
HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
# https://pytorch.org/docs/stable/notes/randomness.html#avoiding-nondeterministic-algorithms
CUBLAS_WORKSPACE_CONFIG: :16:8
run: |
pytest -n 1 --max-worker-restart=0 --dist=loadfile \
-k "not Flax and not Onnx" \
--make-reports=tests_pipeline_${{ 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: ${{ always() }}
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
with:
name: pipeline_${{ 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 # v6.0.2
with:
fetch-depth: 2
- name: Install dependencies
run: |
uv pip install -e ".[quality]"
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 uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
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: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
# https://pytorch.org/docs/stable/notes/randomness.html#avoiding-nondeterministic-algorithms
CUBLAS_WORKSPACE_CONFIG: :16:8
run: |
pytest -n 1 --max-worker-restart=0 --dist=loadfile \
-k "not Flax and not Onnx" \
--make-reports=tests_torch_${{ 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 }}
# https://pytorch.org/docs/stable/notes/randomness.html#avoiding-nondeterministic-algorithms
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: ${{ always() }}
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
with:
name: torch_${{ 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 # v6.0.2
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 pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
- 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 # v6
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 # v6.0.2
with:
fetch-depth: 2
- name: NVIDIA-SMI
run: nvidia-smi
- name: Install dependencies
run: |
uv pip install -e ".[quality]"
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 uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
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 }}
# https://pytorch.org/docs/stable/notes/randomness.html#avoiding-nondeterministic-algorithms
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 # v6
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 # v6.0.2
with:
fetch-depth: 2
- name: Install dependencies
run: |
uv pip install -e ".[quality]"
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 uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
- name: Environment
run: |
python utils/print_env.py
- name: Run PyTorch CUDA tests
env:
HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
# https://pytorch.org/docs/stable/notes/randomness.html#avoiding-nondeterministic-algorithms
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 # v6
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 # v6.0.2
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 pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
- name: Environment
run: |
python utils/print_env.py
- name: ${{ matrix.config.backend }} quantization tests on GPU
env:
HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
# https://pytorch.org/docs/stable/notes/randomness.html#avoiding-nondeterministic-algorithms
CUBLAS_WORKSPACE_CONFIG: :16:8
BIG_GPU_MEMORY: 40
run: |
pytest -n 1 --max-worker-restart=0 --dist=loadfile \
--make-reports=tests_${{ 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: ${{ always() }}
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
with:
name: torch_cuda_${{ 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 # v6.0.2
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 pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
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 }}
# https://pytorch.org/docs/stable/notes/randomness.html#avoiding-nondeterministic-algorithms
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 # v6
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,
# run_nightly_onnx_tests,
torch_minimum_version_cuda_tests,
# run_flax_tpu_tests
]
if: always()
runs-on:
group: aws-general-8-plus
container:
image: diffusers/diffusers-pytorch-cpu
steps:
- name: Checkout diffusers
uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
with:
fetch-depth: 2
- name: Create reports directory
run: mkdir -p combined_reports
- name: Download all test reports
uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7
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 # v6
with:
name: consolidated_test_report
path: ${{ env.CONSOLIDATED_REPORT_PATH }}
# M1 runner currently not well supported
# TODO: (Dhruv) add these back when we setup better testing for Apple Silicon
# run_nightly_tests_apple_m1:
# name: Nightly PyTorch MPS tests on MacOS
# runs-on: [ self-hosted, apple-m1 ]
# if: github.event_name == 'schedule'
#
# steps:
# - name: Checkout diffusers
# uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
# with:
# fetch-depth: 2
#
# - name: Clean checkout
# shell: arch -arch arm64 bash {0}
# run: |
# git clean -fxd
# - name: Setup miniconda
# uses: ./.github/actions/setup-miniconda
# with:
# python-version: 3.9
#
# - name: Install dependencies
# shell: arch -arch arm64 bash {0}
# run: |
# ${CONDA_RUN} pip install --upgrade pip uv
# ${CONDA_RUN} uv pip install -e ".[quality]"
# ${CONDA_RUN} uv pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
# ${CONDA_RUN} uv pip install accelerate@git+https://github.com/huggingface/accelerate
# ${CONDA_RUN} uv pip install pytest-reportlog
# - name: Environment
# shell: arch -arch arm64 bash {0}
# run: |
# ${CONDA_RUN} python utils/print_env.py
# - name: Run nightly PyTorch tests on M1 (MPS)
# shell: arch -arch arm64 bash {0}
# env:
# HF_HOME: /System/Volumes/Data/mnt/cache
# HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
# run: |
# ${CONDA_RUN} pytest -n 1 --make-reports=tests_torch_mps \
# --report-log=tests_torch_mps.log \
# tests/
# - name: Failure short reports
# if: ${{ failure() }}
# run: cat reports/tests_torch_mps_failures_short.txt
#
# - name: Test suite reports artifacts
# if: ${{ always() }}
# uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
# with:
# name: torch_mps_test_reports
# path: reports
#
# - name: Generate Report and Notify Channel
# if: always()
# run: |
# pip install slack_sdk tabulate
# python utils/log_reports.py >> $GITHUB_STEP_SUMMARY run_nightly_tests_apple_m1:
# name: Nightly PyTorch MPS tests on MacOS
# runs-on: [ self-hosted, apple-m1 ]
# if: github.event_name == 'schedule'
#
# steps:
# - name: Checkout diffusers
# uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
# with:
# fetch-depth: 2
#
# - name: Clean checkout
# shell: arch -arch arm64 bash {0}
# run: |
# git clean -fxd
# - name: Setup miniconda
# uses: ./.github/actions/setup-miniconda
# with:
# python-version: 3.9
#
# - name: Install dependencies
# shell: arch -arch arm64 bash {0}
# run: |
# ${CONDA_RUN} pip install --upgrade pip uv
# ${CONDA_RUN} uv pip install -e ".[quality]"
# ${CONDA_RUN} uv pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
# ${CONDA_RUN} uv pip install accelerate@git+https://github.com/huggingface/accelerate
# ${CONDA_RUN} uv pip install pytest-reportlog
# - name: Environment
# shell: arch -arch arm64 bash {0}
# run: |
# ${CONDA_RUN} python utils/print_env.py
# - name: Run nightly PyTorch tests on M1 (MPS)
# shell: arch -arch arm64 bash {0}
# env:
# HF_HOME: /System/Volumes/Data/mnt/cache
# HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
# run: |
# ${CONDA_RUN} pytest -n 1 --make-reports=tests_torch_mps \
# --report-log=tests_torch_mps.log \
# tests/
# - name: Failure short reports
# if: ${{ failure() }}
# run: cat reports/tests_torch_mps_failures_short.txt
#
# - name: Test suite reports artifacts
# if: ${{ always() }}
# uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
# with:
# name: torch_mps_test_reports
# path: reports
#
# - name: Generate Report and Notify Channel
# if: always()
# run: |
# pip install slack_sdk tabulate
# python utils/log_reports.py >> $GITHUB_STEP_SUMMARY
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