pytorch3d/tests/benchmarks/bm_sample_pdf.py
Thomas Polasek 055ab3a2e3 Convert directory fbcode/vision to use the Ruff Formatter
Summary:
Converts the directory specified to use the Ruff formatter in pyfmt

ruff_dog

If this diff causes merge conflicts when rebasing, please run
`hg status -n -0 --change . -I '**/*.{py,pyi}' | xargs -0 arc pyfmt`
on your diff, and amend any changes before rebasing onto latest.
That should help reduce or eliminate any merge conflicts.

allow-large-files

Reviewed By: bottler

Differential Revision: D66472063

fbshipit-source-id: 35841cb397e4f8e066e2159550d2f56b403b1bef
2024-11-26 02:38:20 -08:00

37 lines
1.0 KiB
Python

# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from itertools import product
from fvcore.common.benchmark import benchmark
from tests.test_sample_pdf import TestSamplePDF
def bm_sample_pdf() -> None:
backends = ["python_cuda", "cuda", "python_cpu", "cpu"]
kwargs_list = []
sample_counts = [64]
batch_sizes = [1024, 10240]
bin_counts = [62, 600]
test_cases = product(backends, sample_counts, batch_sizes, bin_counts)
for case in test_cases:
backend, n_samples, batch_size, n_bins = case
kwargs_list.append(
{
"backend": backend,
"n_samples": n_samples,
"batch_size": batch_size,
"n_bins": n_bins,
}
)
benchmark(TestSamplePDF.bm_fn, "SAMPLE_PDF", kwargs_list, warmup_iters=1)
if __name__ == "__main__":
bm_sample_pdf()