aboutsummaryrefslogtreecommitdiff
path: root/include/armnn/LayerSupport.hpp
blob: 8af8240f032c6cb521c852e6ee901fd67fbe6e75 (plain)
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
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#pragma once

#include <armnn/DescriptorsFwd.hpp>
#include <armnn/Types.hpp>
#include <armnn/Tensor.hpp>
#include <armnn/Optional.hpp>

namespace armnn
{

bool IsActivationSupported(const BackendId& backend,
                           const TensorInfo& input,
                           const TensorInfo& output,
                           const ActivationDescriptor& descriptor,
                           char* reasonIfUnsupported = nullptr,
                           size_t reasonIfUnsupportedMaxLength = 1024);

bool IsAdditionSupported(const BackendId& backend,
                         const TensorInfo& input0,
                         const TensorInfo& input1,
                         const TensorInfo& output,
                         char* reasonIfUnsupported = nullptr,
                         size_t reasonIfUnsupportedMaxLength = 1024);

bool IsBatchNormalizationSupported(const BackendId& backend,
                                   const TensorInfo& input,
                                   const TensorInfo& output,
                                   const TensorInfo& mean,
                                   const TensorInfo& var,
                                   const TensorInfo& beta,
                                   const TensorInfo& gamma,
                                   const BatchNormalizationDescriptor& descriptor,
                                   char* reasonIfUnsupported = nullptr,
                                   size_t reasonIfUnsupportedMaxLength = 1024);

bool IsConstantSupported(const BackendId& backend,
                         const TensorInfo& output,
                         char* reasonIfUnsupported = nullptr,
                         size_t reasonIfUnsupportedMaxLength = 1024);

bool IsConvertFp16ToFp32Supported(const BackendId& backend,
                                  const TensorInfo& input,
                                  const TensorInfo& output,
                                  char* reasonIfUnsupported = nullptr,
                                  size_t reasonIfUnsupportedMaxLength = 1024);

bool IsConvertFp32ToFp16Supported(const BackendId& backend,
                                  const TensorInfo& input,
                                  const TensorInfo& output,
                                  char* reasonIfUnsupported = nullptr,
                                  size_t reasonIfUnsupportedMaxLength = 1024);

bool IsConvolution2dSupported(const BackendId& backend,
                              const TensorInfo& input,
                              const TensorInfo& output,
                              const Convolution2dDescriptor& descriptor,
                              const TensorInfo& weights,
                              const Optional<TensorInfo>& biases,
                              char* reasonIfUnsupported = nullptr,
                              size_t reasonIfUnsupportedMaxLength = 1024);

bool IsDepthwiseConvolutionSupported(const BackendId& backend,
                                     const TensorInfo& input,
                                     const TensorInfo& output,
                                     const DepthwiseConvolution2dDescriptor& descriptor,
                                     const TensorInfo& weights,
                                     const Optional<TensorInfo>& biases,
                                     char* reasonIfUnsupported = nullptr,
                                     size_t reasonIfUnsupportedMaxLength = 1024);

bool IsDivisionSupported(const BackendId& backend,
                         const TensorInfo& input0,
                         const TensorInfo& input1,
                         const TensorInfo& output,
                         char* reasonIfUnsupported = nullptr,
                         size_t reasonIfUnsupportedMaxLength = 1024);

bool IsSubtractionSupported(const BackendId& backend,
                            const TensorInfo& input0,
                            const TensorInfo& input1,
                            const TensorInfo& output,
                            char* reasonIfUnsupported = nullptr,
                            size_t reasonIfUnsupportedMaxLength = 1024);

bool IsInputSupported(const BackendId& backend,
                      const TensorInfo& input,
                      char* reasonIfUnsupported = nullptr,
                      size_t reasonIfUnsupportedMaxLength = 1024);

bool IsFullyConnectedSupported(const BackendId& backend,
                               const TensorInfo& input,
                               const TensorInfo& output,
                               const TensorInfo& weights,
                               const TensorInfo& biases,
                               const FullyConnectedDescriptor& descriptor,
                               char* reasonIfUnsupported = nullptr,
                               size_t reasonIfUnsupportedMaxLength = 1024);

bool IsL2NormalizationSupported(const BackendId& backend,
                                const TensorInfo& input,
                                const TensorInfo& output,
                                const L2NormalizationDescriptor& descriptor,
                                char* reasonIfUnsupported = nullptr,
                                size_t reasonIfUnsupportedMaxLength = 1024);

bool IsLstmSupported(const BackendId& backend, const TensorInfo& input, const TensorInfo& outputStateIn,
                     const TensorInfo& cellStateIn, const TensorInfo& scratchBuffer,
                     const TensorInfo& outputStateOut, const TensorInfo& cellStateOut,
                     const TensorInfo& output, const LstmDescriptor& descriptor,
                     const TensorInfo& inputToForgetWeights, const TensorInfo& inputToCellWeights,
                     const TensorInfo& inputToOutputWeights, const TensorInfo& recurrentToForgetWeights,
                     const TensorInfo& recurrentToCellWeights, const TensorInfo& recurrentToOutputWeights,
                     const TensorInfo& forgetGateBias, const TensorInfo& cellBias,
                     const TensorInfo& outputGateBias, const TensorInfo* inputToInputWeights,
                     const TensorInfo* recurrentToInputWeights, const TensorInfo* cellToInputWeights,
                     const TensorInfo* inputGateBias, const TensorInfo* projectionWeights,
                     const TensorInfo* projectionBias, const TensorInfo* cellToForgetWeights,
                     const TensorInfo* cellToOutputWeights, char* reasonIfUnsupported = nullptr,
                     size_t reasonIfUnsupportedMaxLength = 1024);

bool IsMergerSupported(const BackendId& backend,
                       const std::vector<const TensorInfo*> inputs,
                       const OriginsDescriptor& descriptor,
                       char* reasonIfUnsupported = nullptr,
                       size_t reasonIfUnsupportedMaxLength = 1024);

bool IsMultiplicationSupported(const BackendId& backend,
                               const TensorInfo& input0,
                               const TensorInfo& input1,
                               const TensorInfo& output,
                               char* reasonIfUnsupported = nullptr,
                               size_t reasonIfUnsupportedMaxLength = 1024);

bool IsNormalizationSupported(const BackendId& backend,
                              const TensorInfo& input,
                              const TensorInfo& output,
                              const NormalizationDescriptor& descriptor,
                              char* reasonIfUnsupported = nullptr,
                              size_t reasonIfUnsupportedMaxLength = 1024);

bool IsOutputSupported(const BackendId& backend,
                       const TensorInfo& output,
                       char* reasonIfUnsupported = nullptr,
                       size_t reasonIfUnsupportedMaxLength = 1024);

bool IsPermuteSupported(const BackendId& backend,
                        const TensorInfo& input,
                        const TensorInfo& output,
                        const PermuteDescriptor& descriptor,
                        char* reasonIfUnsupported = nullptr,
                        size_t reasonIfUnsupportedMaxLength = 1024);

bool IsPooling2dSupported(const BackendId& backend,
                          const TensorInfo& input,
                          const TensorInfo& output,
                          const Pooling2dDescriptor& descriptor,
                          char* reasonIfUnsupported = nullptr,
                          size_t reasonIfUnsupportedMaxLength = 1024);

bool IsResizeBilinearSupported(const BackendId& backend,
                               const TensorInfo& input,
                               char* reasonIfUnsupported = nullptr,
                               size_t reasonIfUnsupportedMaxLength = 1024);

bool IsSoftmaxSupported(const BackendId& backend,
                        const TensorInfo& input,
                        const TensorInfo& output,
                        const SoftmaxDescriptor& descriptor,
                        char* reasonIfUnsupported = nullptr,
                        size_t reasonIfUnsupportedMaxLength = 1024);

bool IsSplitterSupported(const BackendId& backend,
                         const TensorInfo& input,
                         const ViewsDescriptor& descriptor,
                         char* reasonIfUnsupported = nullptr,
                         size_t reasonIfUnsupportedMaxLength = 1024);

bool IsFakeQuantizationSupported(const BackendId& backend,
                                 const TensorInfo& input,
                                 const FakeQuantizationDescriptor& descriptor,
                                 char* reasonIfUnsupported = nullptr,
                                 size_t reasonIfUnsupportedMaxLength = 1024);

bool IsReshapeSupported(const BackendId& backend,
                        const TensorInfo& input,
                        char* reasonIfUnsupported = nullptr,
                        size_t reasonIfUnsupportedMaxLength = 1024);

bool IsFloorSupported(const BackendId& backend,
                      const TensorInfo& input,
                      const TensorInfo& output,
                      char* reasonIfUnsupported = nullptr,
                      size_t reasonIfUnsupportedMaxLength = 1024);

bool IsMeanSupported(const BackendId& backend,
                     const TensorInfo& input,
                     const TensorInfo& output,
                     const MeanDescriptor& descriptor,
                     char* reasonIfUnsupported = nullptr,
                     size_t reasonIfUnsupportedMaxLength = 1024);

bool IsPadSupported(const BackendId& backend,
                     const TensorInfo& input,
                     const TensorInfo& output,
                     const PadDescriptor& descriptor,
                     char* reasonIfUnsupported = nullptr,
                     size_t reasonIfUnsupportedMaxLength = 1024);

}