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pytorch/benchmarks
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Xuehai Pan 84a01dd825 [BE][CI] bump ruff to 0.9.2: multiline assert statements 
Reference: https://docs.astral.sh/ruff/formatter/black/#assert-statements

> Unlike Black, Ruff prefers breaking the message over breaking the assertion, similar to how both Ruff and Black prefer breaking the assignment value over breaking the assignment target:
>
> ```python
> # Input
> assert (
>     len(policy_types) >= priority + num_duplicates
> ), f"This tests needs at least {priority+num_duplicates} many types."
>
>
> # Black
> assert (
>     len(policy_types) >= priority + num_duplicates
> ), f"This tests needs at least {priority+num_duplicates} many types."
>
> # Ruff
> assert len(policy_types) >= priority + num_duplicates, (
>     f"This tests needs at least {priority + num_duplicates} many types."
> )
> ```

ghstack-source-id: f4c1376e01
Pull Request resolved: https://github.com/pytorch/pytorch/pull/144546
2025-02-10 22:00:05 +08:00
..
distributed Revert "Use absolute path path.resolve() -> path.absolute() (#129409)" 2025-01-04 14:17:20 +00:00
dynamo [BE][CI] bump ruff to 0.9.2: multiline assert statements 2025-02-10 22:00:05 +08:00
fastrnns PEP585 update - benchmarks tools torchgen (#145101) 2025-01-18 05:05:07 +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][CI] bump ruff to 0.9.2: multiline assert statements 2025-02-10 22:00:05 +08:00
fuser Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
gpt_fast [BE][CI] bump ruff to 0.9.2: multiline assert statements 2025-02-10 22:00:05 +08:00
inference
instruction_counts [BE][CI] bump ruff to 0.9.2: multiline assert statements 2025-02-10 22:00:05 +08:00
nested Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
operator_benchmark [BE][CI] bump ruff to 0.9.2: multiline assert statements 2025-02-10 22:00:05 +08:00
overrides_benchmark
profiler_benchmark Apply TorchFix TOR203 fixes (#143691) 2024-12-23 18:21:03 +00:00
record_function_benchmark
serialization Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
sparse [BE][CI] bump ruff to 0.9.2: multiline assert statements 2025-02-10 22:00:05 +08:00
static_runtime Re-enable some C++ warnings (#142332) 2024-12-12 04:02:12 +00:00
tensorexpr [BE][CI] bump ruff to 0.8.4 (#143753) 2024-12-24 12:24:10 +00:00
transformer [BE][CI] bump ruff to 0.9.2: multiline assert statements 2025-02-10 22:00:05 +08:00
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: