Adds SDXL support and CI testing, benchmarks. #637
Workflow file for this run
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| name: Test Turbine Models | |
| on: | |
| workflow_dispatch: | |
| pull_request: | |
| push: | |
| branches: | |
| - main | |
| 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-turbine-models: | |
| strategy: | |
| matrix: | |
| version: [3.11] | |
| os: [nodai-amdgpu-w7900-x86-64] | |
| runs-on: ${{matrix.os}} | |
| steps: | |
| - name: "Setting up Python" | |
| uses: actions/setup-python@75f3110429a8c05be0e1bf360334e4cced2b63fa # v2.3.3 | |
| with: | |
| python-version: ${{matrix.version}} | |
| - name: "Checkout Code" | |
| uses: actions/checkout@v2 | |
| - name: Sync source deps | |
| # build IREE from source with -DIREE_BUILD_TRACY=ON if getting tracy profile | |
| run: | | |
| python -m pip install --upgrade pip | |
| # Note: We install in three steps in order to satisfy requirements | |
| # from non default locations first. Installing the PyTorch CPU | |
| # wheels saves multiple minutes and a lot of bandwidth on runner setup. | |
| pip install --index-url https://download.pytorch.org/whl/cpu \ | |
| -r core/pytorch-cpu-requirements.txt \ | |
| -r core/torchvision-requirements.txt | |
| pip install --upgrade -r core/requirements.txt | |
| pip install -e core[testing,torch-cpu-nightly] | |
| pip install --upgrade -r models/requirements.txt | |
| pip install -e models | |
| - name: Show current free memory | |
| run: | | |
| free -mh | |
| - name: Run stateless_llama tests | |
| run: | | |
| pytest models/turbine_models/tests/stateless_llama_test.py | |
| - name: Run sd tests | |
| run: | | |
| pip install --upgrade --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu | |
| pytest models/turbine_models/tests/sd_test.py | |
| pytest models/turbine_models/tests/sdxl_test.py --device cpu --rt_device local-task --iree_target_triple x86_64-linux-gnu | |
| pytest models/turbine_models/tests/sdxl_test.py --device vulkan --rt_device vulkan --iree_target_triple rdna3-unknown-linux | |
| pytest models/turbine_models/tests/sdxl_test.py --device rocm --rt_device rocm --iree_target_triple gfx90a |