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
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
|
/*
* Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved
* Copyright 2017 The TensorFlow Authors. 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.
*/
// NOTE This header is derived from part of the following file
// https://github.com/tensorflow/tensorflow/blob/a59ad83d06abd38b5e142c41043db8886a92fca8/tensorflow/lite/nnapi/NeuralNetworksTypes.h
#ifndef __NEURAL_NETWORKS_TYPES_H__
#define __NEURAL_NETWORKS_TYPES_H__
#include "NeuralNetworks.h"
// NN api types based on NNAPI header file
// https://developer.android.com/ndk/reference/group/neural-networks
// nn api function types
typedef int (*ANeuralNetworksMemory_createFromFd_fn)(size_t size, int protect, int fd,
size_t offset, ANeuralNetworksMemory **memory);
typedef void (*ANeuralNetworksMemory_free_fn)(ANeuralNetworksMemory *memory);
typedef int (*ANeuralNetworksModel_create_fn)(ANeuralNetworksModel **model);
typedef int (*ANeuralNetworksModel_finish_fn)(ANeuralNetworksModel *model);
typedef void (*ANeuralNetworksModel_free_fn)(ANeuralNetworksModel *model);
typedef int (*ANeuralNetworksCompilation_create_fn)(ANeuralNetworksModel *model,
ANeuralNetworksCompilation **compilation);
typedef void (*ANeuralNetworksCompilation_free_fn)(ANeuralNetworksCompilation *compilation);
typedef int (*ANeuralNetworksCompilation_setPreference_fn)(ANeuralNetworksCompilation *compilation,
int32_t preference);
typedef int (*ANeuralNetworksCompilation_finish_fn)(ANeuralNetworksCompilation *compilation);
typedef int (*ANeuralNetworksModel_addOperand_fn)(ANeuralNetworksModel *model,
const ANeuralNetworksOperandType *type);
typedef int (*ANeuralNetworksModel_setOperandValue_fn)(ANeuralNetworksModel *model, int32_t index,
const void *buffer, size_t length);
typedef int (*ANeuralNetworksModel_setOperandSymmPerChannelQuantParams_fn)(
ANeuralNetworksModel *model, int32_t index,
const ANeuralNetworksSymmPerChannelQuantParams *channelQuant);
typedef int (*ANeuralNetworksModel_setOperandValueFromMemory_fn)(
ANeuralNetworksModel *model, int32_t index, const ANeuralNetworksMemory *memory, size_t offset,
size_t length);
typedef int (*ANeuralNetworksModel_addOperation_fn)(ANeuralNetworksModel *model,
ANeuralNetworksOperationType type,
uint32_t inputCount, const uint32_t *inputs,
uint32_t outputCount, const uint32_t *outputs);
typedef int (*ANeuralNetworksModel_identifyInputsAndOutputs_fn)(ANeuralNetworksModel *model,
uint32_t inputCount,
const uint32_t *inputs,
uint32_t outputCount,
const uint32_t *outputs);
typedef int (*ANeuralNetworksModel_relaxComputationFloat32toFloat16_fn)(ANeuralNetworksModel *model,
bool allow);
typedef int (*ANeuralNetworksExecution_create_fn)(ANeuralNetworksCompilation *compilation,
ANeuralNetworksExecution **execution);
typedef void (*ANeuralNetworksExecution_free_fn)(ANeuralNetworksExecution *execution);
typedef int (*ANeuralNetworksExecution_setInput_fn)(ANeuralNetworksExecution *execution,
int32_t index,
const ANeuralNetworksOperandType *type,
const void *buffer, size_t length);
typedef int (*ANeuralNetworksExecution_setInputFromMemory_fn)(
ANeuralNetworksExecution *execution, int32_t index, const ANeuralNetworksOperandType *type,
const ANeuralNetworksMemory *memory, size_t offset, size_t length);
typedef int (*ANeuralNetworksExecution_setOutput_fn)(ANeuralNetworksExecution *execution,
int32_t index,
const ANeuralNetworksOperandType *type,
void *buffer, size_t length);
typedef int (*ANeuralNetworksExecution_setOutputFromMemory_fn)(
ANeuralNetworksExecution *execution, int32_t index, const ANeuralNetworksOperandType *type,
const ANeuralNetworksMemory *memory, size_t offset, size_t length);
typedef int (*ANeuralNetworksExecution_startCompute_fn)(ANeuralNetworksExecution *execution,
ANeuralNetworksEvent **event);
typedef int (*ANeuralNetworksEvent_wait_fn)(ANeuralNetworksEvent *event);
typedef void (*ANeuralNetworksEvent_free_fn)(ANeuralNetworksEvent *event);
typedef int (*ASharedMemory_create_fn)(const char *name, size_t size);
typedef int (*ANeuralNetworks_getDeviceCount_fn)(uint32_t *numDevices);
typedef int (*ANeuralNetworks_getDevice_fn)(uint32_t devIndex, ANeuralNetworksDevice **device);
typedef int (*ANeuralNetworksDevice_getName_fn)(const ANeuralNetworksDevice *device,
const char **name);
typedef int (*ANeuralNetworksDevice_getType_fn)(const ANeuralNetworksDevice *device, int32_t *type);
typedef int (*ANeuralNetworksDevice_getVersion_fn)(const ANeuralNetworksDevice *device,
const char **version);
typedef int (*ANeuralNetworksDevice_getFeatureLevel_fn)(const ANeuralNetworksDevice *device,
int64_t *featureLevel);
typedef int (*ANeuralNetworksModel_getSupportedOperationsForDevices_fn)(
const ANeuralNetworksModel *model, const ANeuralNetworksDevice *const *devices,
uint32_t numDevices, bool *supportedOps);
typedef int (*ANeuralNetworksCompilation_createForDevices_fn)(
ANeuralNetworksModel *model, const ANeuralNetworksDevice *const *devices, uint32_t numDevices,
ANeuralNetworksCompilation **compilation);
typedef int (*ANeuralNetworksCompilation_setCaching_fn)(ANeuralNetworksCompilation *compilation,
const char *cacheDir, const uint8_t *token);
typedef int (*ANeuralNetworksExecution_compute_fn)(ANeuralNetworksExecution *execution);
typedef int (*ANeuralNetworksExecution_getOutputOperandRank_fn)(ANeuralNetworksExecution *execution,
int32_t index, uint32_t *rank);
typedef int (*ANeuralNetworksExecution_getOutputOperandDimensions_fn)(
ANeuralNetworksExecution *execution, int32_t index, uint32_t *dimensions);
typedef int (*ANeuralNetworksBurst_create_fn)(ANeuralNetworksCompilation *compilation,
ANeuralNetworksBurst **burst);
typedef void (*ANeuralNetworksBurst_free_fn)(ANeuralNetworksBurst *burst);
typedef int (*ANeuralNetworksExecution_burstCompute_fn)(ANeuralNetworksExecution *execution,
ANeuralNetworksBurst *burst);
typedef int (*ANeuralNetworksMemory_createFromAHardwareBuffer_fn)(const AHardwareBuffer *ahwb,
ANeuralNetworksMemory **memory);
typedef int (*ANeuralNetworksExecution_setMeasureTiming_fn)(ANeuralNetworksExecution *execution,
bool measure);
typedef int (*ANeuralNetworksExecution_getDuration_fn)(const ANeuralNetworksExecution *execution,
int32_t durationCode, uint64_t *duration);
#endif // __NEURAL_NETWORKS_TYPES_H__
|
