pytorch3d/tests/bm_acos_linear_extrapolation.py
David Novotny dd45123f20 Linearly extrapolated acos.
Summary:
Implements a backprop-safe version of `torch.acos` that linearly extrapolates the function outside bounds.

Below is a plot of the extrapolated acos for different bounds:
{F611339485}

Reviewed By: bottler, nikhilaravi

Differential Revision: D27945714

fbshipit-source-id: fa2e2385b56d6fe534338d5192447c4a3aec540c
2021-06-21 04:48:27 -07:00

24 lines
612 B
Python

# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
from fvcore.common.benchmark import benchmark
from test_acos_linear_extrapolation import TestAcosLinearExtrapolation
def bm_acos_linear_extrapolation() -> None:
kwargs_list = [
{"batch_size": 1},
{"batch_size": 100},
{"batch_size": 10000},
{"batch_size": 1000000},
]
benchmark(
TestAcosLinearExtrapolation.acos_linear_extrapolation,
"ACOS_LINEAR_EXTRAPOLATION",
kwargs_list,
warmup_iters=1,
)
if __name__ == "__main__":
bm_acos_linear_extrapolation()