pytorch3d/tests/bm_chamfer.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.
import torch
from fvcore.common.benchmark import benchmark
from test_chamfer import TestChamfer
def bm_chamfer() -> None:
kwargs_list_naive = [
{"batch_size": 1, "P1": 32, "P2": 64, "return_normals": False},
{"batch_size": 1, "P1": 32, "P2": 64, "return_normals": True},
{"batch_size": 32, "P1": 32, "P2": 64, "return_normals": False},
]
benchmark(
TestChamfer.chamfer_naive_with_init,
"CHAMFER_NAIVE",
kwargs_list_naive,
warmup_iters=1,
)
if torch.cuda.is_available():
kwargs_list = kwargs_list_naive + [
{"batch_size": 1, "P1": 1000, "P2": 3000, "return_normals": False},
{"batch_size": 1, "P1": 1000, "P2": 30000, "return_normals": True},
]
benchmark(
TestChamfer.chamfer_with_init,
"CHAMFER",
kwargs_list,
warmup_iters=1,
)