pytorch3d/tests/bm_blending.py
Jeremy Reizenstein fa81953380 test_build
Summary: Ensure copyright header consistency and translation unit name uniqueness.

Reviewed By: nikhilaravi

Differential Revision: D20438802

fbshipit-source-id: 9820cfe4c6efab016a0a8589dfa24bb526692f83
2020-03-16 07:54:56 -07:00

42 lines
983 B
Python

# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
from itertools import product
from fvcore.common.benchmark import benchmark
from test_blending import TestBlending
def bm_blending() -> None:
devices = ["cpu", "cuda"]
kwargs_list = []
num_meshes = [16]
image_size = [128, 256]
faces_per_pixel = [50, 100]
test_cases = product(num_meshes, image_size, faces_per_pixel, devices)
for case in test_cases:
n, s, k, d = case
kwargs_list.append(
{
"num_meshes": n,
"image_size": s,
"faces_per_pixel": k,
"device": d,
}
)
benchmark(
TestBlending.bm_sigmoid_alpha_blending,
"SIGMOID_ALPHA_BLENDING_PYTORCH",
kwargs_list,
warmup_iters=1,
)
benchmark(
TestBlending.bm_softmax_blending,
"SOFTMAX_BLENDING_PYTORCH",
kwargs_list,
warmup_iters=1,
)