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Files

Laith Sakka e6ed4074e8 update expected results (#157010 )

<img width="1490" alt="Screenshot 2025-06-26 at 12 30 46 PM" src="https://github.com/user-attachments/assets/4df626d4-3010-4362-974c-fb96fa68b29f" />

<img width="904" alt="Screenshot 2025-06-26 at 12 28 29 PM" src="https://github.com/user-attachments/assets/42626892-27e1-4e69-9efc-c9baf80c5384" />

<img width="752" alt="Screenshot 2025-06-26 at 12 29 05 PM" src="https://github.com/user-attachments/assets/0b1afb30-5868-4ba6-9985-2cc7994a4227" />
PR https://github.com/pytorch/pytorch/pull/152011
added slight regression

<br class="Apple-interchange-newline">

Pull Request resolved: https://github.com/pytorch/pytorch/pull/157010
Approved by: https://github.com/zou3519

2025-06-26 21:56:57 +00:00

distributed/ddp

[BE] Remove outdated RPC benchmark (#146716 )

2025-03-29 04:44:36 +00:00

dynamo

update expected results (#157010 )

2025-06-26 21:56:57 +00:00

fastrnns

[BE] fix typos in benchmarks/ (#156077 )

2025-06-17 13:12:18 +00:00

framework_overhead_benchmark

Fix unused Python variables outside torch/ and test/ (#136359 )

2024-12-11 17:10:23 +00:00

functional_autograd_benchmark

[BE] fix typos in benchmarks/ (#156077 )

2025-06-17 13:12:18 +00:00

fuser

Fix unused Python variables outside torch/ and test/ (#136359 )

2024-12-11 17:10:23 +00:00

gpt_fast

[BE] fix typos in benchmarks/ (#156077 )

2025-06-17 13:12:18 +00:00

inductor_backends

Rename inductor cache (#156128 )

2025-06-17 03:57:18 +00:00

inference

[BE] fix typos in benchmarks/ (#156077 )

2025-06-17 13:12:18 +00:00

instruction_counts

[BE] fix typos in benchmarks/ (#156077 )

2025-06-17 13:12:18 +00:00

nested

Fix unused Python variables outside torch/ and test/ (#136359 )

2024-12-11 17:10:23 +00:00

operator_benchmark

[BE] fix typos in benchmarks/ (#156077 )

2025-06-17 13:12:18 +00:00

overrides_benchmark

[BE][Easy][3/19] enforce style for empty lines in import segments in benchmarks/ (#129754 )

2024-07-17 14:34:42 +00:00

profiler_benchmark

Apply TorchFix TOR203 fixes (#143691 )

2024-12-23 18:21:03 +00:00

record_function_benchmark

[Caffe2]Remove Caffe2 scripts and benchmarks (#126747 )

2024-06-05 23:46:31 +00:00

serialization

Fix unused Python variables outside torch/ and test/ (#136359 )

2024-12-11 17:10:23 +00:00

sparse

[build] Change --cmake{,-only} arguments to envvars to support modern Python build frontend (#156045 )

2025-06-17 11:40:24 +00:00

static_runtime

[3/N] Use internal linkage in C++ files (#151297 )

2025-05-05 17:48:39 +00:00

tensorexpr

[BE] fix typos in benchmarks/ (#156077 )

2025-06-17 13:12:18 +00:00

transformer

[BE] fix typos in benchmarks/ (#156077 )

2025-06-17 13:12:18 +00:00

compare-fastrnn-results.py

[BE][Easy][3/19] enforce style for empty lines in import segments in benchmarks/ (#129754 )

2024-07-17 14:34:42 +00:00

compare.sh

Benchmarks: add scripts for FastRNNs results comparison. (#44134 )

2020-09-03 13:44:42 -07:00

README.md

Removing conda references from PyTorch Docs (#152702 )

2025-05-20 20:33:28 +00:00

upload_scribe.py

Fix broken URLs (#152237 )

2025-04-27 09:56:42 +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
pip3 install torch torchvision

# 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: