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
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
|
/*
* Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* 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.
*/
#ifndef __ENCO_COEX_IR_H__
#define __ENCO_COEX_IR_H__
#include <coco/IR.h>
/**
* @brief 2D Convolution through Andoird NN API
*
* TODO Support FusedActivation
*/
class ANNConv2D : public coco::Instr, public coco::Object::Producer, public coco::Object::Consumer
{
public:
ANNConv2D() : _ofm{this}, _ifm{this}, _ker{this}, _bias{this}
{
// DO NOTHING
}
public:
coco::Instr *loc(void) override { return this; }
public:
coco::Object *ofm(void) const { return _ofm.value(); }
void ofm(coco::Object *o) { _ofm.value(o); }
coco::Object *ifm(void) const { return _ifm.value(); }
void ifm(coco::Object *o) { _ifm.value(o); }
coco::Object *ker(void) const { return _ker.value(); }
void ker(coco::Object *o) { _ker.value(o); }
/**
* Currently, this "bias" is a Feature object with channel-wise layout
*
* NOTE This design is subject to change
*/
coco::Object *bias(void) const { return _bias.value(); }
void bias(coco::Object *o) { _bias.value(o); }
public:
coco::Padding2D *pad(void) { return &_pad; }
const coco::Padding2D *pad(void) const { return &_pad; }
coco::Stride2D *stride(void) { return &_stride; }
const coco::Stride2D *stride(void) const { return &_stride; }
private:
coco::Def _ofm;
coco::Use _ifm;
coco::Use _ker;
coco::Use _bias;
private:
coco::Padding2D _pad;
coco::Stride2D _stride;
};
/**
* @brief Concatenate feature maps along "depth" dimension through Andoird NN API
*/
class ANNDepthConcatF : public coco::Instr,
public coco::Object::Producer,
public coco::Object::Consumer
{
public:
ANNDepthConcatF() : _out{this}, _fst{this}, _snd{this}
{
// DO NOTHING
}
public:
coco::Instr *loc(void) override { return this; }
public:
coco::Object *out(void) const { return _out.value(); }
void out(coco::Object *o) { _out.value(o); }
coco::Object *fst(void) const { return _fst.value(); }
void fst(coco::Object *o) { _fst.value(o); }
coco::Object *snd(void) const { return _snd.value(); }
void snd(coco::Object *o) { _snd.value(o); }
private:
coco::Def _out;
// TODO Support variadic-length inputs
coco::Use _fst;
coco::Use _snd;
};
#endif // __ENCO_COEX_IR_H__
|
