Unsharded Vicuna: Fix Memory Error compiling mlir for lmsys/vicuna-7b-v1.3 fp16 with 64 GiB #4956
Workflow file for this run
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| # This workflow will install Python dependencies, run tests and lint with a variety of Python versions | |
| # For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions | |
| name: Validate Models on Shark Runtime | |
| on: | |
| push: | |
| branches: [ main ] | |
| paths-ignore: | |
| - '**.md' | |
| - 'shark/examples/**' | |
| pull_request: | |
| branches: [ main ] | |
| paths-ignore: | |
| - '**.md' | |
| - 'shark/examples/**' | |
| workflow_dispatch: | |
| # Ensure that only a single job or workflow using the same | |
| # concurrency group will run at a time. This would cancel | |
| # any in-progress jobs in the same github workflow and github | |
| # ref (e.g. refs/heads/main or refs/pull/<pr_number>/merge). | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| build-validate: | |
| strategy: | |
| fail-fast: true | |
| matrix: | |
| os: [7950x, icelake, a100, MacStudio, ubuntu-latest] | |
| suite: [cpu,cuda,vulkan] | |
| python-version: ["3.11"] | |
| include: | |
| - os: ubuntu-latest | |
| suite: lint | |
| - os: MacStudio | |
| suite: metal | |
| exclude: | |
| - os: ubuntu-latest | |
| suite: vulkan | |
| - os: ubuntu-latest | |
| suite: cuda | |
| - os: ubuntu-latest | |
| suite: cpu | |
| - os: MacStudio | |
| suite: cuda | |
| - os: MacStudio | |
| suite: cpu | |
| - os: MacStudio | |
| suite: vulkan | |
| - os: icelake | |
| suite: vulkan | |
| - os: icelake | |
| suite: cuda | |
| - os: a100 | |
| suite: cpu | |
| - os: 7950x | |
| suite: cpu | |
| - os: 7950x | |
| suite: cuda | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set Environment Variables | |
| if: matrix.os != '7950x' | |
| run: | | |
| echo "SHORT_SHA=`git rev-parse --short=4 HEAD`" >> $GITHUB_ENV | |
| echo "DATE=$(date +'%Y-%m-%d')" >> $GITHUB_ENV | |
| - name: Set up Python Version File ${{ matrix.python-version }} | |
| if: matrix.os == 'a100' || matrix.os == 'ubuntu-latest' || matrix.os == 'icelake' | |
| run: | | |
| # See https://github.com/actions/setup-python/issues/433 | |
| echo ${{ matrix.python-version }} >> $GITHUB_WORKSPACE/.python-version | |
| - name: Set up Python ${{ matrix.python-version }} | |
| if: matrix.os == 'a100' || matrix.os == 'ubuntu-latest' || matrix.os == 'icelake' | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '${{ matrix.python-version }}' | |
| #cache: 'pip' | |
| #cache-dependency-path: | | |
| # **/requirements-importer.txt | |
| # **/requirements.txt | |
| - name: Install dependencies | |
| if: matrix.suite == 'lint' | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m pip install flake8 pytest toml black | |
| - name: Lint with flake8 | |
| if: matrix.suite == 'lint' | |
| run: | | |
| # black format check | |
| black --version | |
| black --check . | |
| # stop the build if there are Python syntax errors or undefined names | |
| flake8 . --statistics | |
| # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide | |
| flake8 . --isolated --count --exit-zero --max-complexity=10 --max-line-length=127 \ | |
| --statistics --exclude lit.cfg.py | |
| - name: Validate Models on CPU | |
| if: matrix.suite == 'cpu' | |
| run: | | |
| cd $GITHUB_WORKSPACE | |
| PYTHON=python${{ matrix.python-version }} IMPORTER=1 ./setup_venv.sh | |
| source shark.venv/bin/activate | |
| pytest --forked --benchmark=native --ci --ci_sha=${SHORT_SHA} --update_tank --tank_url="gs://shark_tank/nightly/" -k cpu | |
| gsutil cp ./bench_results.csv gs://shark-public/builder/bench_results/${DATE}/bench_results_cpu_${SHORT_SHA}.csv | |
| gsutil cp gs://shark-public/builder/bench_results/${DATE}/bench_results_cpu_${SHORT_SHA}.csv gs://shark-public/builder/bench_results/latest/bench_results_cpu_latest.csv | |
| python build_tools/vicuna_testing.py | |
| - name: Validate Models on NVIDIA GPU | |
| if: matrix.suite == 'cuda' | |
| run: | | |
| cd $GITHUB_WORKSPACE | |
| PYTHON=python${{ matrix.python-version }} ./setup_venv.sh | |
| source shark.venv/bin/activate | |
| pytest --forked --benchmark=native --ci --ci_sha=${SHORT_SHA} --update_tank --tank_url="gs://shark_tank/nightly/" -k cuda | |
| gsutil cp ./bench_results.csv gs://shark-public/builder/bench_results/${DATE}/bench_results_cuda_${SHORT_SHA}.csv | |
| gsutil cp gs://shark-public/builder/bench_results/${DATE}/bench_results_cuda_${SHORT_SHA}.csv gs://shark-public/builder/bench_results/latest/bench_results_cuda_latest.csv | |
| # Disabled due to black image bug | |
| # python build_tools/stable_diffusion_testing.py --device=cuda | |
| - name: Validate Vulkan Models (MacOS) | |
| if: matrix.suite == 'metal' && matrix.os == 'MacStudio' | |
| run: | | |
| cd $GITHUB_WORKSPACE | |
| PYTHON=python${{ matrix.python-version }} ./setup_venv.sh | |
| source shark.venv/bin/activate | |
| echo $PATH | |
| pip list | grep -E "torch|iree" | |
| pytest --ci --ci_sha=${SHORT_SHA} --local_tank_cache="/Volumes/builder/anush/shark_cache" --tank_url="gs://shark_tank/nightly/" -k metal | |
| - name: Validate Vulkan Models (a100) | |
| if: matrix.suite == 'vulkan' && matrix.os == 'a100' | |
| run: | | |
| cd $GITHUB_WORKSPACE | |
| PYTHON=python${{ matrix.python-version }} ./setup_venv.sh | |
| source shark.venv/bin/activate | |
| pytest --forked --benchmark="native" --ci --ci_sha=${SHORT_SHA} --update_tank --tank_url="gs://shark_tank/nightly/" -k vulkan | |
| python build_tools/stable_diffusion_testing.py --device=vulkan | |
| - name: Validate Vulkan Models (Windows) | |
| if: matrix.suite == 'vulkan' && matrix.os == '7950x' | |
| run: | | |
| ./setup_venv.ps1 | |
| pytest -k vulkan -s --ci | |
| - name: Validate Stable Diffusion Models (Windows) | |
| if: matrix.suite == 'vulkan' && matrix.os == '7950x' | |
| run: | | |
| ./setup_venv.ps1 | |
| python process_skipfiles.py | |
| pyinstaller .\apps\stable_diffusion\shark_sd.spec | |
| python build_tools/stable_diffusion_testing.py --device=vulkan |