1
// Tencent is pleased to support the open source community by making ncnn available.
3
// Copyright (C) 2020 THL A29 Limited, a Tencent company. All rights reserved.
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
8
// https://opensource.org/licenses/BSD-3-Clause
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.
17
static int test_prelu(const ncnn::Mat& a, int num_slope)
22
std::vector<ncnn::Mat> weights(1);
23
weights[0] = RandomMat(num_slope);
25
int ret = test_layer("PReLU", pd, weights, a);
28
fprintf(stderr, "test_prelu failed a.dims=%d a=(%d %d %d) num_slope=%d\n", a.dims, a.w, a.h, a.c, num_slope);
34
static int test_prelu_0()
37
|| test_prelu(RandomMat(5, 7, 24), 24)
38
|| test_prelu(RandomMat(5, 7, 24), 1)
39
|| test_prelu(RandomMat(5, 7, 32), 32)
40
|| test_prelu(RandomMat(5, 7, 32), 1)
41
|| test_prelu(RandomMat(7, 9, 12), 12)
42
|| test_prelu(RandomMat(7, 9, 12), 1)
43
|| test_prelu(RandomMat(3, 5, 13), 13)
44
|| test_prelu(RandomMat(3, 5, 13), 1);
47
static int test_prelu_1()
50
|| test_prelu(RandomMat(15, 24), 24)
51
|| test_prelu(RandomMat(15, 24), 1)
52
|| test_prelu(RandomMat(15, 32), 32)
53
|| test_prelu(RandomMat(15, 32), 1)
54
|| test_prelu(RandomMat(17, 12), 12)
55
|| test_prelu(RandomMat(17, 12), 1)
56
|| test_prelu(RandomMat(19, 15), 15)
57
|| test_prelu(RandomMat(19, 15), 1);
60
static int test_prelu_2()
63
|| test_prelu(RandomMat(128), 128)
64
|| test_prelu(RandomMat(128), 1)
65
|| test_prelu(RandomMat(124), 124)
66
|| test_prelu(RandomMat(124), 1)
67
|| test_prelu(RandomMat(120), 120)
68
|| test_prelu(RandomMat(120), 1)
69
|| test_prelu(RandomMat(127), 127)
70
|| test_prelu(RandomMat(127), 1);