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pytorch/benchmarks
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Ke Wen 01601ebd41 Retire torch.distributed.pipeline (#127354) 
Actually retiring module after deprecation warning for a while.
The new supported module is: torch.distributed.pipelining.
Please migrate.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/127354
Approved by: https://github.com/wconstab
2024-06-07 08:11:58 +00:00
..
distributed Retire torch.distributed.pipeline (#127354) 2024-06-07 08:11:58 +00:00
dynamo skip hf_T5_generate in dynamic shape test (#121129) 2024-06-07 06:28:29 +00:00
fastrnns [5/N][Easy] fix typo for usort config in pyproject.toml (kown -> known): sort torch (#127126) 2024-05-27 14:49:57 +00:00
framework_overhead_benchmark [Caffe2]Remove Caffe2 scripts and benchmarks (#126747) 2024-06-05 23:46:31 +00:00
functional_autograd_benchmark Typo fixes: et al. (#127811) 2024-06-06 01:03:25 +00:00
fuser [5/N][Easy] fix typo for usort config in pyproject.toml (kown -> known): sort torch (#127126) 2024-05-27 14:49:57 +00:00
gpt_fast [GPT-fast benchmark] Merge GPT-fast and micro benchmark output as one CSV file (#127586) 2024-05-31 18:50:49 +00:00
inference [5/N][Easy] fix typo for usort config in pyproject.toml (kown -> known): sort torch (#127126) 2024-05-27 14:49:57 +00:00
instruction_counts [5/N][Easy] fix typo for usort config in pyproject.toml (kown -> known): sort torch (#127126) 2024-05-27 14:49:57 +00:00
nested Apply UFMT to all files in benchmarks/ (#105928) 2023-07-26 01:18:48 +00:00
operator_benchmark [Caffe2]Remove Caffe2 scripts and benchmarks (#126747) 2024-06-05 23:46:31 +00:00
overrides_benchmark [5/N][Easy] fix typo for usort config in pyproject.toml (kown -> known): sort torch (#127126) 2024-05-27 14:49:57 +00:00
profiler_benchmark [5/N][Easy] fix typo for usort config in pyproject.toml (kown -> known): sort torch (#127126) 2024-05-27 14:49:57 +00:00
record_function_benchmark [Caffe2]Remove Caffe2 scripts and benchmarks (#126747) 2024-06-05 23:46:31 +00:00
serialization [5/N][Easy] fix typo for usort config in pyproject.toml (kown -> known): sort torch (#127126) 2024-05-27 14:49:57 +00:00
sparse [5/N][Easy] fix typo for usort config in pyproject.toml (kown -> known): sort torch (#127126) 2024-05-27 14:49:57 +00:00
static_runtime Fix layer norm in static runtime when input is non-contiguous (#124789) 2024-04-24 19:49:36 +00:00
tensorexpr [5/N][Easy] fix typo for usort config in pyproject.toml (kown -> known): sort torch (#127126) 2024-05-27 14:49:57 +00:00
transformer [5/N][Easy] fix typo for usort config in pyproject.toml (kown -> known): sort torch (#127126) 2024-05-27 14:49:57 +00:00
compare-fastrnn-results.py Apply UFMT to all files in benchmarks/ (#105928) 2023-07-26 01:18:48 +00:00
compare.sh
README.md Add more child links to benchmark readme (#104627) 2023-07-06 12:11:00 +00:00
upload_scribe.py Apply UFMT to all files in benchmarks/ (#105928) 2023-07-26 01:18:48 +00:00

README.md

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. Links are provided where descriptions exist: