| # 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() | |