pytorch/benchmarks
Mike Iovine 7d8ee38a5c [Static Runtime] Fix prim::If tuple corner case (#85446)
Summary: We currently assume that a tuple output implies that the prim::If node returns multiple unpacked outputs, but this is not guaranteed to be the case. Add some logic to return the wrapped tuple if necessary

Test Plan: New unit test

Differential Revision: D39712050

Pull Request resolved: https://github.com/pytorch/pytorch/pull/85446
Approved by: https://github.com/tenpercent
2022-09-24 01:01:34 +00:00
..
cpp [NVFuser] Upstream push 0907 (#84626) 2022-09-23 20:29:48 +00:00
distributed Fix use-dict-literal lint (#83718) 2022-08-24 00:26:46 +00:00
fastrnns [libkineto] Re-enable user-annotations in PyTorch (#75601) 2022-04-26 23:54:22 +00:00
framework_overhead_benchmark Remove py2 compatible future imports (#44735) 2020-09-16 12:55:57 -07:00
functional_autograd_benchmark Added functorch to functional_autograd_benchmark 2022-04-22 14:04:26 +00:00
fuser Benchmarks for various fusers (#67622) 2021-11-04 18:57:17 -07:00
instruction_counts Fix import of instruction count benchmark (#85359) 2022-09-21 17:17:47 +00:00
operator_benchmark [quant][ao_migration] torch.nn.qattorch.ao.nn.qat (#78716) 2022-08-25 16:50:38 +00:00
overrides_benchmark Use classmethods for overrides (#64841) 2021-09-17 08:32:49 -07:00
profiler_benchmark Use libkineto in profiler (#46470) 2020-11-25 04:32:16 -08:00
record_function_benchmark Fix D23995953 import. 2020-09-29 19:30:23 -07:00
serialization [JIT] Make new zip serialization for torch save/load significantly (~70%) faster (#38379) 2020-05-29 01:56:18 -07:00
sparse Add CSR (compressed sparse row) layout for sparse tensors (#50937) 2021-04-12 10:09:12 -07:00
static_runtime [Static Runtime] Fix prim::If tuple corner case (#85446) 2022-09-24 01:01:34 +00:00
tensorexpr Fix some typos. 2022-04-11 21:55:59 +00:00
compare-fastrnn-results.py Benchmarks: add scripts for FastRNNs results comparison. (#44134) 2020-09-03 13:44:42 -07:00
compare.sh Benchmarks: add scripts for FastRNNs results comparison. (#44134) 2020-09-03 13:44:42 -07:00
README.md Add CSR (compressed sparse row) layout for sparse tensors (#50937) 2021-04-12 10:09:12 -07:00
upload_scribe.py Fix benchmark's import module and remove its usage of tools.stats.scribe (#61808) 2021-07-19 09:45:05 -07:00

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