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// 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 "testutil.h"
static int test_softmax(const ncnn::Mat& a, int axis)
{
ncnn::ParamDict pd;
pd.set(0, axis); // axis
pd.set(1, 1); // fixbug0
std::vector<ncnn::Mat> weights(0);
int ret = test_layer("Softmax", pd, weights, a);
if (ret != 0)
{
fprintf(stderr, "test_softmax failed a.dims=%d a=(%d %d %d %d) axis=%d\n", a.dims, a.w, a.h, a.d, a.c, axis);
}
return ret;
}
static int test_softmax_nd(const ncnn::Mat& m)
{
const int dims = m.dims;
for (int i = -dims; i < dims; i++)
{
int ret = test_softmax(m, i);
if (ret != 0)
return ret;
}
return 0;
}
static int test_softmax_0()
{
ncnn::Mat a = RandomMat(23, 25, 27, 32);
ncnn::Mat b = RandomMat(21, 22, 19, 40);
ncnn::Mat c = RandomMat(24, 27, 29, 28);
ncnn::Mat d = RandomMat(25, 23, 25, 31);
return 0
|| test_softmax_nd(a)
|| test_softmax_nd(b)
|| test_softmax_nd(c)
|| test_softmax_nd(d);
}
static int test_softmax_1()
{
ncnn::Mat a = RandomMat(25, 27, 32);
ncnn::Mat b = RandomMat(22, 19, 40);
ncnn::Mat c = RandomMat(27, 29, 28);
ncnn::Mat d = RandomMat(23, 25, 31);
return 0
|| test_softmax_nd(a)
|| test_softmax_nd(b)
|| test_softmax_nd(c)
|| test_softmax_nd(d);
}
static int test_softmax_2()
{
ncnn::Mat a = RandomMat(125, 32);
ncnn::Mat b = RandomMat(147, 40);
ncnn::Mat c = RandomMat(127, 28);
ncnn::Mat d = RandomMat(129, 31);
return 0
|| test_softmax_nd(a)
|| test_softmax_nd(b)
|| test_softmax_nd(c)
|| test_softmax_nd(d);
}
static int test_softmax_3()
{
ncnn::Mat a = RandomMat(128);
ncnn::Mat b = RandomMat(120);
ncnn::Mat c = RandomMat(124);
ncnn::Mat d = RandomMat(127);
return 0
|| test_softmax_nd(a)
|| test_softmax_nd(b)
|| test_softmax_nd(c)
|| test_softmax_nd(d);
}
int main()
{
SRAND(7767517);
return 0
|| test_softmax_0()
|| test_softmax_1()
|| test_softmax_2()
|| test_softmax_3();
}
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