Reduce prefetch pipeline IO cost by 1x of input size #7082
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: CPU Unit Test CI | |
| on: | |
| push: | |
| paths-ignore: | |
| - "docs/*" | |
| - "third_party/*" | |
| - .gitignore | |
| - "*.md" | |
| pull_request: | |
| paths-ignore: | |
| - "docs/*" | |
| - "third_party/*" | |
| - .gitignore | |
| - "*.md" | |
| jobs: | |
| build_test: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - os: linux.2xlarge | |
| python-version: 3.8 | |
| python-tag: "py38" | |
| - os: linux.2xlarge | |
| python-version: 3.9 | |
| python-tag: "py39" | |
| - os: linux.2xlarge | |
| python-version: '3.10' | |
| python-tag: "py310" | |
| - os: linux.2xlarge | |
| python-version: '3.11' | |
| python-tag: "py311" | |
| uses: pytorch/test-infra/.github/workflows/linux_job.yml@main | |
| with: | |
| runner: ${{ matrix.os }} | |
| timeout: 15 | |
| script: | | |
| ldd --version | |
| conda create -y --name build_binary python=${{ matrix.python-version }} | |
| conda info | |
| python --version | |
| conda run -n build_binary python --version | |
| conda install -n build_binary \ | |
| --yes \ | |
| pytorch cpuonly -c pytorch-nightly | |
| conda run -n build_binary \ | |
| python -c "import torch.distributed" | |
| conda run -n build_binary \ | |
| pip install fbgemm-gpu --index-url https://download.pytorch.org/whl/nightly/cpu | |
| conda run -n build_binary \ | |
| python -c "import fbgemm_gpu" | |
| echo "fbgemm_gpu succeeded" | |
| conda run -n build_binary \ | |
| pip install -r requirements.txt | |
| conda run -n build_binary \ | |
| python setup.py bdist_wheel \ | |
| --python-tag=${{ matrix.python-tag }} | |
| conda run -n build_binary \ | |
| python -c "import torchrec" | |
| echo "torch.distributed succeeded" | |
| conda run -n build_binary \ | |
| python -c "import numpy" | |
| echo "numpy succeeded" | |
| conda install -n build_binary -y pytest | |
| conda run -n build_binary \ | |
| python -m pytest torchrec -v -s -W ignore::pytest.PytestCollectionWarning --continue-on-collection-errors \ | |
| --ignore-glob=**/test_utils/ | |
| echo "Starting C++ Tests" | |
| conda install -n build_binary -y gxx_linux-64 | |
| conda run -n build_binary \ | |
| x86_64-conda-linux-gnu-g++ --version | |
| conda install -n build_binary -c anaconda redis -y | |
| conda run -n build_binary redis-server --daemonize yes | |
| mkdir cpp-build | |
| cd cpp-build | |
| conda run -n build_binary cmake \ | |
| -DBUILD_TEST=ON \ | |
| -DBUILD_REDIS_IO=ON \ | |
| -DCMAKE_PREFIX_PATH=/opt/conda/envs/build_binary/lib/python${{ matrix.python-version }}/site-packages/torch/share/cmake .. | |
| conda run -n build_binary make -j | |
| conda run -n build_binary ctest -v . |