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pytorch/benchmarks
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Aaron Orenstein 07669ed960 PEP585 update - benchmarks tools torchgen (#145101) 
This is one of a series of PRs to update us to PEP585 (changing Dict -> dict, List -> list, etc).  Most of the PRs were completely automated with RUFF as follows:

Since RUFF UP006 is considered an "unsafe" fix first we need to enable unsafe fixes:

```
--- a/tools/linter/adapters/ruff_linter.py
+++ b/tools/linter/adapters/ruff_linter.py
@@ -313,6 +313,7 @@
                     "ruff",
                     "check",
                     "--fix-only",
+                    "--unsafe-fixes",
                     "--exit-zero",
                     *([f"--config={config}"] if config else []),
                     "--stdin-filename",
```

Then we need to tell RUFF to allow UP006 (as a final PR once all of these have landed this will be made permanent):

```
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -40,7 +40,7 @@

 [tool.ruff]
-target-version = "py38"
+target-version = "py39"
 line-length = 88
 src = ["caffe2", "torch", "torchgen", "functorch", "test"]

@@ -87,7 +87,6 @@
     "SIM116", # Disable Use a dictionary instead of consecutive `if` statements
     "SIM117",
     "SIM118",
-    "UP006", # keep-runtime-typing
     "UP007", # keep-runtime-typing
 ]
 select = [
```

Finally running `lintrunner -a --take RUFF` will fix up the deprecated uses.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/145101
Approved by: https://github.com/bobrenjc93
2025-01-18 05:05:07 +00:00
..
distributed Revert "Use absolute path path.resolve() -> path.absolute() (#129409)" 2025-01-04 14:17:20 +00:00
dynamo PEP585 update - benchmarks tools torchgen (#145101) 2025-01-18 05:05:07 +00:00
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 PEP585 update - benchmarks tools torchgen (#145101) 2025-01-18 05:05:07 +00:00
fuser Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
gpt_fast PEP585 update - benchmarks tools torchgen (#145101) 2025-01-18 05:05:07 +00:00
inference
instruction_counts PEP585 update - benchmarks tools torchgen (#145101) 2025-01-18 05:05:07 +00:00
nested Fix unused Python variables outside torch/ and test/ (#136359) 2024-12-11 17:10:23 +00:00
operator_benchmark PEP585 update - benchmarks tools torchgen (#145101) 2025-01-18 05:05:07 +00:00
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 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 [BE][CI] bump ruff to 0.8.4 (#143753) 2024-12-24 12:24:10 +00:00
transformer PEP585 update - benchmarks tools torchgen (#145101) 2025-01-18 05:05:07 +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: