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ncnn/tests/test_gridsample.cpp
T
Lry89757LRY89757nihuininihui
 6a47f8d15c gridsample op support (#4288) 
Co-authored-by: LRY89757 <LRY89757@users.noreply.github.com>
Co-authored-by: nihuini <nihuini@tencent.com>
Co-authored-by: nihui <shuizhuyuanluo@126.com>
2022-11-11 20:55:57 +08:00

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// Tencent is pleased to support the open source community by making ncnn available.
//
// Copyright (C) 2022 THL A29 Limited, a Tencent company. All rights reserved.
//
// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
// in compliance with the License. You may obtain a copy of the License at
//
// https://opensource.org/licenses/BSD-3-Clause
//
// Unless required by applicable law or agreed to in writing, software distributed
// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
// CONDITIONS OF ANY KIND, either express or implied. See the License for the
// specific language governing permissions and limitations under the License.
#include "layer/gridsample.h"
#include "testutil.h"
static int test_gridsample(const ncnn::Mat& a, const ncnn::Mat& grid, int sample_type, int padding_mode, int align_corner)
{
ncnn::ParamDict pd;
pd.set(0, sample_type);
pd.set(1, padding_mode);
pd.set(2, align_corner);
std::vector<ncnn::Mat> weights(0);
std::vector<ncnn::Mat> as(2);
as[0] = a;
as[1] = grid;
int ret = test_layer<ncnn::GridSample>("GridSample", pd, weights, as);
if (ret != 0)
{
fprintf(stderr, "test_gridsample failed a.dims=%d a=(%d %d %d %d) grid.dims=%d grid=(%d %d %d %d) sample_type=%d padding_mode=%d align_corner=%d",
a.dims, a.w, a.h, a.d, a.c, grid.dims, grid.w, grid.h, grid.d, grid.c,
sample_type, padding_mode, align_corner);
}
return ret;
}
static int test_gridsample_0()
{
return 0
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 1, 1, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 1, 1, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 1, 2, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 1, 2, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 1, 3, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 1, 3, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 2, 1, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 2, 1, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 2, 2, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 2, 2, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 2, 3, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 2, 3, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 3, 1, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 3, 1, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 3, 2, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 3, 2, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 3, 3, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 16, 12), 3, 3, 1);
}
static int test_gridsample_1()
{
return 0
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 1, 1, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 1, 1, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 1, 2, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 1, 2, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 1, 3, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 1, 3, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 2, 1, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 2, 1, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 2, 2, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 2, 2, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 2, 3, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 2, 3, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 3, 1, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 3, 1, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 3, 2, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 3, 2, 1)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 3, 3, 0)
|| test_gridsample(RandomMat(16, 12, 3), RandomMat(2, 27, 21), 3, 3, 1);
}
static int test_gridsample_2()
{
return 0
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 1, 1, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 1, 1, 1)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 1, 2, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 1, 2, 1)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 1, 3, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 1, 3, 1)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 2, 1, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 2, 1, 1)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 2, 2, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 2, 2, 1)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 2, 3, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 27, 21, 10), 2, 3, 1);
}
static int test_gridsample_3()
{
return 0
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 1, 1, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 1, 1, 1)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 1, 2, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 1, 2, 1)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 1, 3, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 1, 3, 1)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 2, 1, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 2, 1, 1)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 2, 2, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 2, 2, 1)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 2, 3, 0)
|| test_gridsample(RandomMat(16, 12, 10, 5), RandomMat(3, 16, 12, 10), 2, 3, 1);
}
int main()
{
SRAND(7767517);
return 0
|| test_gridsample_0()
|| test_gridsample_1()
|| test_gridsample_2()
|| test_gridsample_3();
}
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