f4334277
 Hu Chunming
提交3rdparty
|
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
|
// This file is part of OpenCV project.
// It is subject to the license terms in the LICENSE file found in the top-level directory
// of this distribution and at http://opencv.org/license.html.
//
// Copyright (C) 2018, Intel Corporation, all rights reserved.
// Third party copyrights are property of their respective owners.
#ifndef OPENCV_DNN_VKCOM_OP_CONV_HPP
#define OPENCV_DNN_VKCOM_OP_CONV_HPP
#include "vkcom.hpp"
#include "op_base.hpp"
namespace cv { namespace dnn { namespace vkcom {
#ifdef HAVE_VULKAN
enum ConvShaderType
{
kConvShaderTypeBasic = 0,
kConvShaderType48,
kConvShaderTypeDepthWise,
kConvShaderTypeNum
};
struct ConvShaderConfig
{
int local_size_x;
int local_size_y;
int local_size_z;
int block_height;
int block_width;
int block_depth;
ConvShaderType shader_type;
};
class OpConv : public OpBase
{
public:
OpConv(const int out_channel, const bool has_bias,
const int* filter_size, const int* pad,
const int* stride, const int* dilation,
const int activation, const int group,
const int padding_mode);
void reshapeOutTensor(Tensor& in, Tensor& out);
bool forward(Tensor& in, Tensor& filter_weights, Tensor& bias, Tensor& out);
virtual bool forward(std::vector<Tensor>& ins,
std::vector<Tensor>& blobs,
std::vector<Tensor>& outs) CV_OVERRIDE;
private:
bool init(const int out_channel, const bool has_bias,
const int* filter_size, const int* pad,
const int* stride, const int* dilation,
const int activation, const int group,
const int padding_mode);
bool computeGroupCount();
int batch_;
int in_height_;
int in_width_;
int in_channel_;
int out_height_;
int out_width_;
int out_channel_;
int filter_height_;
int filter_width_;
int stride_height_;
int stride_width_;
int padding_top_;
int padding_left_;
int dilation_height_;
int dilation_width_;
int activation_;
PaddingMode padding_mode_;
int group_;
int has_bias_;
Tensor swizzled_weights;
ConvShaderConfig config_;
bool dwconv_;
};
#endif // HAVE_VULKAN
}}} // namespace cv::dnn::vkcom
#endif // OPENCV_DNN_VKCOM_OP_CONV_HPP
|
