Rearrange inference OPS and stop using builder.load #108
Workflow file for this run
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| name: nv-sd | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: "0 0 * * 0" | |
| pull_request: | |
| paths: | |
| - "deepspeed/ops/transformer/inference/diffusers_**" | |
| - "tests/unit/inference/test_stable_diffusion.py" | |
| - "deepspeed/model_implementations/diffusers/unet.py" | |
| - "deepspeed/model_implementations/diffusers/vae.py" | |
| - "deepspeed/module_inject/containers/vae.py" | |
| - "deepspeed/module_inject/containers/unet.py" | |
| - ".github/workflows/nv-sd.yml" | |
| - "requirements/requirements-sd.txt" | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| permissions: | |
| contents: read | |
| issues: write | |
| jobs: | |
| sd-tests: | |
| runs-on: [self-hosted, nvidia, a6000] | |
| container: | |
| image: nvcr.io/nvidia/pytorch:23.03-py3 | |
| ports: | |
| - 80 | |
| options: --gpus all --shm-size "8G" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Check container state | |
| run: | | |
| ldd --version | |
| nvcc --version | |
| nvidia-smi | |
| python -c "import torch; print('torch:', torch.__version__, torch)" | |
| python -c "import torch; print('CUDA available:', torch.cuda.is_available())" | |
| - name: Install transformers | |
| run: | | |
| git clone https://github.com/huggingface/transformers | |
| cd transformers | |
| git rev-parse --short HEAD | |
| python -m pip install . | |
| - name: Install deepspeed | |
| run: | | |
| pip install image-similarity-measures | |
| python -m pip install opencv-python==4.6.* --force-reinstall | |
| python -m pip install docutils==0.18.1 jinja2==3.0 urllib3==1.26.11 ninja | |
| python -m pip install .[dev,1bit,autotuning,sd] | |
| ds_report | |
| - name: Python environment | |
| run: | | |
| python -m pip list | |
| - name: Unit tests | |
| run: | | |
| unset TORCH_CUDA_ARCH_LIST # only jit compile for current arch | |
| cd tests | |
| python -m pytest --color=yes --durations=0 --verbose -rF -m 'stable_diffusion' -k "TestStableDiffusion" unit/ --torch_ver="2.0" --cuda_ver="12" | |
| - name: Open GitHub issue if weekly CI fails | |
| if: ${{ failure() && (github.event_name == 'schedule') }} | |
| uses: JasonEtco/create-an-issue@v2 | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| with: | |
| filename: .github/ISSUE_TEMPLATE/ci_failure_report.md | |
| update_existing: true |