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pytorch/benchmarks
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titaiwangms 18418a7dbb [ONNX] Fix torch_onnx patch accuracy bug in benchmark (#130586) 
The ONNX related compilers have another route of accuracy check, and this PR brings torch_onnx compiler to the right measurement.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/130586
Approved by: https://github.com/justinchuby
2024-07-12 15:47:59 +00:00
..
distributed [Ez][BE]: Enable new stable ruff rules (#129825) 2024-07-02 14:47:10 +00:00
dynamo [ONNX] Fix torch_onnx patch accuracy bug in benchmark (#130586) 2024-07-12 15:47:59 +00:00
fastrnns [Ez][BE]: Enable new stable ruff rules (#129825) 2024-07-02 14:47:10 +00:00
framework_overhead_benchmark [Caffe2]Remove Caffe2 scripts and benchmarks (#126747) 2024-06-05 23:46:31 +00:00
functional_autograd_benchmark [BE][Easy] apply autofix for ruff rules unnecessary-collection-call (C408): list() / tuple() / dict() (#130199) 2024-07-11 17:30:28 +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] Update micro benchmark numbers as A100-50G (#129799) 2024-06-29 04:36:07 +00:00
inference [BE][Easy] apply autofix for ruff rules unnecessary-collection-call (C408): list() / tuple() / dict() (#130199) 2024-07-11 17:30:28 +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 Add 1 test case for Convtranspose1D in op microbenchmark (#127216) 2024-06-12 05:33:54 +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 [BE][Easy] apply autofix for ruff rules unnecessary-collection-call (C408): list() / tuple() / dict() (#130199) 2024-07-11 17:30:28 +00:00
static_runtime [Static Runtime] Fix & run gen_static_runtime_ops (#128299) 2024-06-11 16:27:39 +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 Added compile option to create_block_mask (#130106) 2024-07-06 08:09:56 +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: