pytorch3d/tests/bm_mesh_laplacian_smoothing.py
facebook-github-bot dbf06b504b Initial commit
fbshipit-source-id: ad58e416e3ceeca85fae0583308968d04e78fe0d
2020-01-23 11:53:46 -08:00

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Python

#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from itertools import product
import torch
from fvcore.common.benchmark import benchmark
from test_mesh_laplacian_smoothing import TestLaplacianSmoothing
def bm_mesh_laplacian_smoothing() -> None:
devices = ["cpu"]
if torch.cuda.is_available():
devices.append("cuda")
kwargs_list = []
num_meshes = [2, 10, 32]
num_verts = [100, 1000]
num_faces = [300, 3000]
test_cases = product(num_meshes, num_verts, num_faces, devices)
for case in test_cases:
n, v, f, d = case
kwargs_list.append(
{"num_meshes": n, "num_verts": v, "num_faces": f, "device": d}
)
benchmark(
TestLaplacianSmoothing.laplacian_smoothing_with_init,
"MESH_LAPLACIAN_SMOOTHING",
kwargs_list,
warmup_iters=1,
)