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pytorch/benchmarks/README.md
Sameer Deshmukh 5fb1142702 Add CSR (compressed sparse row) layout for sparse tensors (#50937) 
Summary:
Implement compressed sparse row format. Derived from the GCS implementation at https://github.com/pytorch/pytorch/pull/44190

Pull Request resolved: https://github.com/pytorch/pytorch/pull/50937

Reviewed By: mrshenli

Differential Revision: D27439865

Pulled By: ezyang

fbshipit-source-id: 3ba3dcb9679505b980ff6a5f513e913bbae2fb1d
2021-04-12 10:09:12 -07:00

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PyTorch Benchmarks

This folder contains scripts that produce reproducible timings of various PyTorch features.

It also provides mechanisms to compare PyTorch with other frameworks.

Setup environment

Make sure you're on a machine with CUDA, torchvision, and pytorch installed. Install in the following order:

# Install torchvision. It comes with the pytorch stable release binary
conda install pytorch torchvision -c pytorch

# Install the latest pytorch master from source.
# It should supersede the installation from the release binary.
cd $PYTORCH_HOME
python setup.py build develop

# Check the pytorch installation version
python -c "import torch; print(torch.__version__)"

Benchmark List

Please refer to each subfolder to discover each benchmark suite