SDXL E2E Pipeline CI #573
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| name: SDXL E2E Pipeline CI | |
| on: | |
| workflow_dispatch: | |
| pull_request: | |
| schedule: | |
| - cron: "*/50 * * * *" | |
| concurrency: | |
| # A PR number if a pull request and otherwise the commit hash. This cancels | |
| # queued and in-progress runs for the same PR (presubmit) or commit | |
| # (postsubmit). The workflow name is prepended to avoid conflicts between | |
| # different workflows. | |
| group: ${{ github.workflow }}-${{ github.event.number || github.sha }} | |
| cancel-in-progress: true | |
| jobs: | |
| test-sdxl-models: | |
| strategy: | |
| matrix: | |
| version: [3.11] | |
| os: [nodai-amdgpu-mi300-x86-64] | |
| runs-on: ${{matrix.os}} | |
| env: | |
| IREE_TOKEN: ${{ secrets.IREE_TOKEN }} | |
| steps: | |
| - name: "Setting up Python" | |
| uses: actions/setup-python@75f3110429a8c05be0e1bf360334e4cced2b63fa # v2.3.3 | |
| with: | |
| python-version: ${{matrix.version}} | |
| - name: "Checkout SHARK-ModelDev" | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: bump-punet-tom | |
| - name: "Checkout iree-turbine" | |
| uses: actions/checkout@v4 | |
| with: | |
| repository: iree-org/iree-turbine | |
| path: iree-turbine | |
| - name: "Checkout iree" | |
| uses: actions/checkout@v4 | |
| with: | |
| repository: iree-org/iree | |
| path: iree | |
| - name: Python deps | |
| run: | | |
| python3.11 -m venv sdxl_venv | |
| source sdxl_venv/bin/activate | |
| python -m pip install --upgrade pip | |
| pip install --no-compile -r ${{ github.workspace }}/iree-turbine/pytorch-cpu-requirements.txt | |
| pip install --pre --upgrade -r ${{ github.workspace }}/iree-turbine/requirements.txt | |
| pip install --no-compile --pre --upgrade -e models -r models/requirements.txt | |
| pip uninstall torch torchvision torchaudio -y | |
| pip install https://download.pytorch.org/whl/nightly/pytorch_triton_rocm-3.0.0%2B21eae954ef-cp311-cp311-linux_x86_64.whl | |
| pip install https://download.pytorch.org/whl/nightly/rocm6.1/torch-2.5.0.dev20240710%2Brocm6.1-cp311-cp311-linux_x86_64.whl | |
| pip install https://download.pytorch.org/whl/nightly/rocm6.1/torchvision-0.20.0.dev20240711%2Brocm6.1-cp311-cp311-linux_x86_64.whl | |
| pip install https://download.pytorch.org/whl/nightly/rocm6.1/torchaudio-2.4.0.dev20240711%2Brocm6.1-cp311-cp311-linux_x86_64.whl | |
| pip uninstall iree-compiler iree-runtime iree-base-compiler iree-base-runtime -y | |
| python ci-tools/latest-pkgci.py | |
| cd wheels | |
| unzip *.zip | |
| pip install *.whl | |
| cd .. | |
| rm -rf wheels | |
| - name: Show current free memory | |
| run: | | |
| free -mh | |
| - name: Run sdxl tests | |
| run: | | |
| source sdxl_venv/bin/activate | |
| python3 models/turbine_models/custom_models/sd_inference/sd_pipeline.py --device=hip --precision=fp16 --iree_target_triple=gfx942 --external_weights=safetensors --hf_model_name=stabilityai/stable-diffusion-xl-base-1.0 --width=1024 --height=1024 --batch_size=1 --use_i8_punet --attn_spec=punet --vae_decomp_attn --external_weights=safetensors --num_inference_steps=20 --benchmark=all --verbose |