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Aaron Orenstein 63e1f97f4b dynamo tracing perf: don't unnecessarily call getframeinfo on the hot path: 47.26 -> 37.66 (#143066) 
See #143056 for overall docs.

This PR: Stop using `getframeinfo()` when we only care about the function name
and throw the rest away.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/143066
Approved by: https://github.com/jansel
2024-12-13 18:20:48 +00:00
..
distributed Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
dynamo dynamo tracing perf: don't unnecessarily call getframeinfo on the hot path: 47.26 -> 37.66 (#143066) 2024-12-13 18:20:48 +00:00
fastrnns Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +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 Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
fuser Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
gpt_fast Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
inference [BE][Easy][3/19] enforce style for empty lines in import segments in benchmarks/ (#129754) 2024-07-17 14:34:42 +00:00
instruction_counts Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
nested Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
operator_benchmark Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +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 Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +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 Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
static_runtime Re-enable some C++ warnings (#142332) 2024-12-12 04:02:12 +00:00
tensorexpr Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
transformer Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +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
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: