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pytorch/benchmarks
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Xu Zhao 1d8baa4df2 [torchbench][servicelab] Fix servicelab test failures (#130781) 
Fix servicelab test failures
Pull Request resolved: https://github.com/pytorch/pytorch/pull/130781
Approved by: https://github.com/desertfire
2024-07-16 17:35:13 +00:00
..
distributed [Ez][BE]: Enable new stable ruff rules (#129825) 2024-07-02 14:47:10 +00:00
dynamo [torchbench][servicelab] Fix servicelab test failures (#130781) 2024-07-16 17:35:13 +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 [9/N] Replace c10::optional with std::optional (#130674) 2024-07-15 00:48:43 +00:00
nested
operator_benchmark [BE][Easy] fix ruff rule needless-bool (SIM103) (#130206) 2024-07-14 08:17:52 +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 [9/N] Replace c10::optional with std::optional (#130674) 2024-07-15 00:48:43 +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
compare.sh
README.md
upload_scribe.py

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: