deepin-ocr/3rdparty/ncnn/tests/test_unaryop.cpp

108 lines
2.7 KiB
C++
Raw Permalink Normal View History

// Tencent is pleased to support the open source community by making ncnn available.
//
// Copyright (C) 2020 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/unaryop.h"
#include "testutil.h"
#define OP_TYPE_MAX 17
static int op_type = 0;
static int test_unaryop(const ncnn::Mat& _a)
{
ncnn::Mat a = _a;
if (op_type == 2 || op_type == 3)
{
// large dynamic range for floor ceil
for (int i = 0; i < a.total(); i++)
{
a[i] *= 1000;
}
}
if (op_type == 5 || op_type == 6 || op_type == 8)
{
// value must be positive for sqrt rsqrt log
Randomize(a, 0.001f, 2.f);
}
if (op_type == 11 || op_type == 12 || op_type == 13)
{
// smaller range for tan asin acos
Randomize(a, -1.f, 1.f);
}
ncnn::ParamDict pd;
pd.set(0, op_type);
std::vector<ncnn::Mat> weights(0);
int ret = test_layer<ncnn::UnaryOp>("UnaryOp", pd, weights, a);
if (ret != 0)
{
fprintf(stderr, "test_unaryop failed a.dims=%d a=(%d %d %d %d) op_type=%d\n", a.dims, a.w, a.h, a.d, a.c, op_type);
}
return ret;
}
static int test_unaryop_0()
{
return 0
|| test_unaryop(RandomMat(11, 3, 2, 16))
|| test_unaryop(RandomMat(10, 2, 2, 12))
|| test_unaryop(RandomMat(6, 1, 5, 13));
}
static int test_unaryop_1()
{
return 0
|| test_unaryop(RandomMat(11, 7, 16))
|| test_unaryop(RandomMat(10, 4, 12))
|| test_unaryop(RandomMat(6, 5, 13));
}
static int test_unaryop_2()
{
return 0
|| test_unaryop(RandomMat(12, 16))
|| test_unaryop(RandomMat(10, 12))
|| test_unaryop(RandomMat(14, 15));
}
static int test_unaryop_3()
{
return 0
|| test_unaryop(RandomMat(128))
|| test_unaryop(RandomMat(12))
|| test_unaryop(RandomMat(15));
}
int main()
{
SRAND(7767517);
for (op_type = 0; op_type < OP_TYPE_MAX; op_type++)
{
int ret = 0
|| test_unaryop_0()
|| test_unaryop_1()
|| test_unaryop_2()
|| test_unaryop_3();
if (ret != 0)
return ret;
}
return 0;
}