1 // Tencent is pleased to support the open source community by making ncnn available.
2 //
3 // Copyright (C) 2020 THL A29 Limited, a Tencent company. All rights reserved.
4 //
5 // Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
6 // in compliance with the License. You may obtain a copy of the License at
7 //
8 // https://opensource.org/licenses/BSD-3-Clause
9 //
10 // Unless required by applicable law or agreed to in writing, software distributed
11 // under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
12 // CONDITIONS OF ANY KIND, either express or implied. See the License for the
13 // specific language governing permissions and limitations under the License.
14
15 #include "layer/softmax.h"
16 #include "testutil.h"
17
test_softmax(const ncnn::Mat & a,int axis)18 static int test_softmax(const ncnn::Mat& a, int axis)
19 {
20 ncnn::ParamDict pd;
21 pd.set(0, axis); // axis
22 pd.set(1, 1); // fixbug0
23
24 std::vector<ncnn::Mat> weights(0);
25
26 int ret = test_layer<ncnn::Softmax>("Softmax", pd, weights, a);
27 if (ret != 0)
28 {
29 fprintf(stderr, "test_softmax failed a.dims=%d a=(%d %d %d) axis=%d\n", a.dims, a.w, a.h, a.c, axis);
30 }
31
32 return ret;
33 }
34
test_softmax_0()35 static int test_softmax_0()
36 {
37 ncnn::Mat a = RandomMat(5, 7, 24);
38 ncnn::Mat b = RandomMat(7, 9, 12);
39 ncnn::Mat c = RandomMat(3, 5, 13);
40
41 return 0
42 || test_softmax(a, 0)
43 || test_softmax(a, 1)
44 || test_softmax(a, 2)
45 || test_softmax(a, -1)
46 || test_softmax(a, -2)
47 || test_softmax(a, -3)
48
49 || test_softmax(b, 0)
50 || test_softmax(b, 1)
51 || test_softmax(b, 2)
52 || test_softmax(b, -1)
53 || test_softmax(b, -2)
54 || test_softmax(b, -3)
55
56 || test_softmax(c, 0)
57 || test_softmax(c, 1)
58 || test_softmax(c, 2)
59 || test_softmax(c, -1)
60 || test_softmax(c, -2)
61 || test_softmax(c, -3);
62 }
63
test_softmax_1()64 static int test_softmax_1()
65 {
66 ncnn::Mat a = RandomMat(15, 24);
67 ncnn::Mat b = RandomMat(17, 12);
68 ncnn::Mat c = RandomMat(19, 15);
69
70 return 0
71 || test_softmax(a, 0)
72 || test_softmax(a, 1)
73 || test_softmax(a, -1)
74 || test_softmax(a, -2)
75
76 || test_softmax(b, 0)
77 || test_softmax(b, 1)
78 || test_softmax(b, -1)
79 || test_softmax(b, -2)
80
81 || test_softmax(c, 0)
82 || test_softmax(c, 1)
83 || test_softmax(c, -1)
84 || test_softmax(c, -2);
85 }
86
test_softmax_2()87 static int test_softmax_2()
88 {
89 ncnn::Mat a = RandomMat(128);
90 ncnn::Mat b = RandomMat(124);
91 ncnn::Mat c = RandomMat(127);
92
93 return 0
94 || test_softmax(a, 0)
95 || test_softmax(a, -1)
96
97 || test_softmax(b, 0)
98 || test_softmax(b, -1)
99
100 || test_softmax(c, 0)
101 || test_softmax(c, -1);
102 }
103
main()104 int main()
105 {
106 SRAND(7767517);
107
108 return 0
109 || test_softmax_0()
110 || test_softmax_1()
111 || test_softmax_2();
112 }
113