Rearrange inference OPS and stop using builder.load #100
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 |