pytorch3d/tests/benchmarks/bm_cameras.py
Jiali Duan 03562d87f5 Benchmark Cameras
Summary: Address comments to add benchmarkings for cameras and the new fisheye cameras. The dependency functions in test_cameras have been updated in Diff 1. The following two snapshots show benchmarking results.

Reviewed By: kjchalup

Differential Revision: D38991914

fbshipit-source-id: 51fe9bb7237543e4ee112c9f5068a4cf12a9d482
2022-08-28 11:43:46 -07:00

60 lines
1.4 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.
import itertools
from fvcore.common.benchmark import benchmark
from tests.test_cameras import TestCamerasCommon
def _setUp():
case_grid = {
"cam_type": [
"OpenGLOrthographicCameras",
"OpenGLPerspectiveCameras",
"SfMOrthographicCameras",
"SfMPerspectiveCameras",
"FoVOrthographicCameras",
"FoVPerspectiveCameras",
"OrthographicCameras",
"PerspectiveCameras",
"FishEyeCameras",
],
"batch_size": [1, 10],
"num_points": [10, 100],
"device": ["cpu", "cuda:0"],
}
test_cases = itertools.product(*case_grid.values())
kwargs_list = [dict(zip(case_grid.keys(), case)) for case in test_cases]
return kwargs_list
def _bm_cameras_project() -> None:
kwargs_list = _setUp()
benchmark(
TestCamerasCommon.transform_points,
"TEST_TRANSFORM_POINTS",
kwargs_list,
)
def _bm_cameras_unproject() -> None:
kwargs_list = _setUp()
benchmark(
TestCamerasCommon.unproject_points,
"TEST_UNPROJECT_POINTS",
kwargs_list,
)
def bm_cameras() -> None:
_bm_cameras_project()
_bm_cameras_unproject()
if __name__ == "__main__":
bm_cameras()