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4dce5b71a0
pytorch/benchmarks
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Xuehai Pan 4dce5b71a0 [build] modernize build-frontend: python setup.py develop/install -> [uv ]pip install --no-build-isolation [-e ]. (#156027) 
Modernize the development installation:

```bash
# python setup.py develop
python -m pip install --no-build-isolation -e .

# python setup.py install
python -m pip install --no-build-isolation .
```

Now, the `python setup.py develop` is a wrapper around `python -m pip install -e .` since `setuptools>=80.0`:

- pypa/setuptools#4955

`python setup.py install` is deprecated and will emit a warning during run. The warning will become an error on October 31, 2025.

- 9c4d383631/setuptools/command/install.py (L58-L67)

> ```python
> SetuptoolsDeprecationWarning.emit(
>     "setup.py install is deprecated.",
>     """
>     Please avoid running ``setup.py`` directly.
>     Instead, use pypa/build, pypa/installer or other
>     standards-based tools.
>     """,
>     see_url="https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html",
>     due_date=(2025, 10, 31),
> )
> ```

- pypa/setuptools#3849

Additional Resource:

- [Why you shouldn't invoke setup.py directly](https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/156027
Approved by: https://github.com/ezyang
2025-07-09 11:24:27 +00:00
..
data PyTorch Data Sampler benchmark (#156974) 2025-06-27 04:49:43 +00:00
distributed/ddp [BE] Remove outdated RPC benchmark (#146716) 2025-03-29 04:44:36 +00:00
dynamo [Intel GPU] Set higher tolerance for squeezenet1_1 with bf16 (#156920) 2025-07-08 17:49:54 +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 [build] modernize build-frontend: python setup.py develop/install -> [uv ]pip install --no-build-isolation [-e ]. (#156027) 2025-07-09 11:24:27 +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 [build] modernize build-frontend: python setup.py develop/install -> [uv ]pip install --no-build-isolation [-e ]. (#156027) 2025-07-09 11:24:27 +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] modernize build-frontend: python setup.py develop/install -> [uv ]pip install --no-build-isolation [-e ]. (#156027) 2025-07-09 11:24:27 +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
README.md [build] modernize build-frontend: python setup.py develop/install -> [uv ]pip install --no-build-isolation [-e ]. (#156027) 2025-07-09 11:24:27 +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
python -m pip install torch torchvision

# Install the latest pytorch master from source.
# It should supersede the installation from the release binary.
cd $PYTORCH_HOME
python -m pip install --no-build-isolation -v -e .

# 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: