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# 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()
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