From fd627ffaec8fd8801d980b4c91ee7c0607ab6aaf Mon Sep 17 00:00:00 2001 From: Jan Eilers Date: Thu, 25 Feb 2021 17:44:00 +0000 Subject: IVGCVSW-5687 Update Doxygen Docu * Update Doxygen Documentation for 21.02 release Signed-off-by: Jan Eilers Change-Id: I9ed2f9caab038836ea99d7b378d7899fe431a4e5 --- 21.02/_lstm_params_8hpp_source.xhtml | 187 +++++++++++++++++++++++++++++++++++ 1 file changed, 187 insertions(+) create mode 100644 21.02/_lstm_params_8hpp_source.xhtml (limited to '21.02/_lstm_params_8hpp_source.xhtml') diff --git a/21.02/_lstm_params_8hpp_source.xhtml b/21.02/_lstm_params_8hpp_source.xhtml new file mode 100644 index 0000000000..eda289d355 --- /dev/null +++ b/21.02/_lstm_params_8hpp_source.xhtml @@ -0,0 +1,187 @@ + + + + + + + + + + + + + +ArmNN: include/armnn/LstmParams.hpp Source File + + + + + + + + + + + + + + + + +
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LstmParams.hpp
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+Go to the documentation of this file.
1 //
2 // Copyright © 2017 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 #pragma once
6 
7 #include "TensorFwd.hpp"
8 #include "Exceptions.hpp"
9 
10 namespace armnn
11 {
12 
13 struct LstmInputParams
14 {
15  LstmInputParams()
16  : m_InputToInputWeights(nullptr)
17  , m_InputToForgetWeights(nullptr)
18  , m_InputToCellWeights(nullptr)
19  , m_InputToOutputWeights(nullptr)
20  , m_RecurrentToInputWeights(nullptr)
21  , m_RecurrentToForgetWeights(nullptr)
22  , m_RecurrentToCellWeights(nullptr)
23  , m_RecurrentToOutputWeights(nullptr)
24  , m_CellToInputWeights(nullptr)
25  , m_CellToForgetWeights(nullptr)
26  , m_CellToOutputWeights(nullptr)
27  , m_InputGateBias(nullptr)
28  , m_ForgetGateBias(nullptr)
29  , m_CellBias(nullptr)
30  , m_OutputGateBias(nullptr)
31  , m_ProjectionWeights(nullptr)
32  , m_ProjectionBias(nullptr)
33  , m_InputLayerNormWeights(nullptr)
34  , m_ForgetLayerNormWeights(nullptr)
35  , m_CellLayerNormWeights(nullptr)
36  , m_OutputLayerNormWeights(nullptr)
37  {
38  }
39 
40  const ConstTensor* m_InputToInputWeights;
41  const ConstTensor* m_InputToForgetWeights;
42  const ConstTensor* m_InputToCellWeights;
43  const ConstTensor* m_InputToOutputWeights;
44  const ConstTensor* m_RecurrentToInputWeights;
45  const ConstTensor* m_RecurrentToForgetWeights;
46  const ConstTensor* m_RecurrentToCellWeights;
47  const ConstTensor* m_RecurrentToOutputWeights;
48  const ConstTensor* m_CellToInputWeights;
49  const ConstTensor* m_CellToForgetWeights;
50  const ConstTensor* m_CellToOutputWeights;
51  const ConstTensor* m_InputGateBias;
52  const ConstTensor* m_ForgetGateBias;
53  const ConstTensor* m_CellBias;
54  const ConstTensor* m_OutputGateBias;
55  const ConstTensor* m_ProjectionWeights;
56  const ConstTensor* m_ProjectionBias;
57  const ConstTensor* m_InputLayerNormWeights;
58  const ConstTensor* m_ForgetLayerNormWeights;
59  const ConstTensor* m_CellLayerNormWeights;
60  const ConstTensor* m_OutputLayerNormWeights;
61 };
62 
63 struct LstmInputParamsInfo
64 {
65  LstmInputParamsInfo()
66  : m_InputToInputWeights(nullptr)
67  , m_InputToForgetWeights(nullptr)
68  , m_InputToCellWeights(nullptr)
69  , m_InputToOutputWeights(nullptr)
70  , m_RecurrentToInputWeights(nullptr)
71  , m_RecurrentToForgetWeights(nullptr)
72  , m_RecurrentToCellWeights(nullptr)
73  , m_RecurrentToOutputWeights(nullptr)
74  , m_CellToInputWeights(nullptr)
75  , m_CellToForgetWeights(nullptr)
76  , m_CellToOutputWeights(nullptr)
77  , m_InputGateBias(nullptr)
78  , m_ForgetGateBias(nullptr)
79  , m_CellBias(nullptr)
80  , m_OutputGateBias(nullptr)
81  , m_ProjectionWeights(nullptr)
82  , m_ProjectionBias(nullptr)
83  , m_InputLayerNormWeights(nullptr)
84  , m_ForgetLayerNormWeights(nullptr)
85  , m_CellLayerNormWeights(nullptr)
86  , m_OutputLayerNormWeights(nullptr)
87  {
88  }
89  const TensorInfo* m_InputToInputWeights;
90  const TensorInfo* m_InputToForgetWeights;
91  const TensorInfo* m_InputToCellWeights;
92  const TensorInfo* m_InputToOutputWeights;
93  const TensorInfo* m_RecurrentToInputWeights;
94  const TensorInfo* m_RecurrentToForgetWeights;
95  const TensorInfo* m_RecurrentToCellWeights;
96  const TensorInfo* m_RecurrentToOutputWeights;
97  const TensorInfo* m_CellToInputWeights;
98  const TensorInfo* m_CellToForgetWeights;
99  const TensorInfo* m_CellToOutputWeights;
100  const TensorInfo* m_InputGateBias;
101  const TensorInfo* m_ForgetGateBias;
102  const TensorInfo* m_CellBias;
103  const TensorInfo* m_OutputGateBias;
104  const TensorInfo* m_ProjectionWeights;
105  const TensorInfo* m_ProjectionBias;
106  const TensorInfo* m_InputLayerNormWeights;
107  const TensorInfo* m_ForgetLayerNormWeights;
108  const TensorInfo* m_CellLayerNormWeights;
109  const TensorInfo* m_OutputLayerNormWeights;
110 
111  const TensorInfo& Deref(const TensorInfo* tensorInfo) const
112  {
113  if (tensorInfo != nullptr)
114  {
115  const TensorInfo &temp = *tensorInfo;
116  return temp;
117  }
118  throw InvalidArgumentException("Can't dereference a null pointer");
119  }
120 
121  const TensorInfo& GetInputToInputWeights() const
122  {
123  return Deref(m_InputToInputWeights);
124  }
125  const TensorInfo& GetInputToForgetWeights() const
126  {
127  return Deref(m_InputToForgetWeights);
128  }
129  const TensorInfo& GetInputToCellWeights() const
130  {
131  return Deref(m_InputToCellWeights);
132  }
133  const TensorInfo& GetInputToOutputWeights() const
134  {
135  return Deref(m_InputToOutputWeights);
136  }
137  const TensorInfo& GetRecurrentToInputWeights() const
138  {
139  return Deref(m_RecurrentToInputWeights);
140  }
141  const TensorInfo& GetRecurrentToForgetWeights() const
142  {
143  return Deref(m_RecurrentToForgetWeights);
144  }
145  const TensorInfo& GetRecurrentToCellWeights() const
146  {
147  return Deref(m_RecurrentToCellWeights);
148  }
149  const TensorInfo& GetRecurrentToOutputWeights() const
150  {
151  return Deref(m_RecurrentToOutputWeights);
152  }
153  const TensorInfo& GetCellToInputWeights() const
154  {
155  return Deref(m_CellToInputWeights);
156  }
157  const TensorInfo& GetCellToForgetWeights() const
158  {
159  return Deref(m_CellToForgetWeights);
160  }
161  const TensorInfo& GetCellToOutputWeights() const
162  {
163  return Deref(m_CellToOutputWeights);
164  }
165  const TensorInfo& GetInputGateBias() const
166  {
167  return Deref(m_InputGateBias);
168  }
169  const TensorInfo& GetForgetGateBias() const
170  {
171  return Deref(m_ForgetGateBias);
172  }
173  const TensorInfo& GetCellBias() const
174  {
175  return Deref(m_CellBias);
176  }
177  const TensorInfo& GetOutputGateBias() const
178  {
179  return Deref(m_OutputGateBias);
180  }
181  const TensorInfo& GetProjectionWeights() const
182  {
183  return Deref(m_ProjectionWeights);
184  }
185  const TensorInfo& GetProjectionBias() const
186  {
187  return Deref(m_ProjectionBias);
188  }
189  const TensorInfo& GetInputLayerNormWeights() const
190  {
191  return Deref(m_InputLayerNormWeights);
192  }
193  const TensorInfo& GetForgetLayerNormWeights() const
194  {
195  return Deref(m_ForgetLayerNormWeights);
196  }
197  const TensorInfo& GetCellLayerNormWeights() const
198  {
199  return Deref(m_CellLayerNormWeights);
200  }
201  const TensorInfo& GetOutputLayerNormWeights() const
202  {
203  return Deref(m_OutputLayerNormWeights);
204  }
205 };
206 
207 } // namespace armnn
208 
armnn::LstmInputParamsInfo::m_InputLayerNormWeights
const TensorInfo * m_InputLayerNormWeights
Definition: LstmParams.hpp:106
+
armnn::LstmInputParams::m_ProjectionWeights
const ConstTensor * m_ProjectionWeights
Definition: LstmParams.hpp:55
+
armnn::LstmInputParamsInfo::m_OutputGateBias
const TensorInfo * m_OutputGateBias
Definition: LstmParams.hpp:103
+
armnn::LstmInputParamsInfo::GetRecurrentToCellWeights
const TensorInfo & GetRecurrentToCellWeights() const
Definition: LstmParams.hpp:145
+
armnn::LstmInputParams::m_CellBias
const ConstTensor * m_CellBias
Definition: LstmParams.hpp:53
+
armnn::LstmInputParamsInfo::m_ProjectionWeights
const TensorInfo * m_ProjectionWeights
Definition: LstmParams.hpp:104
+
armnn::LstmInputParamsInfo::GetCellBias
const TensorInfo & GetCellBias() const
Definition: LstmParams.hpp:173
+
armnn::LstmInputParamsInfo::GetRecurrentToInputWeights
const TensorInfo & GetRecurrentToInputWeights() const
Definition: LstmParams.hpp:137
+
armnn::LstmInputParamsInfo::GetCellLayerNormWeights
const TensorInfo & GetCellLayerNormWeights() const
Definition: LstmParams.hpp:197
+
armnn::LstmInputParams::m_CellToOutputWeights
const ConstTensor * m_CellToOutputWeights
Definition: LstmParams.hpp:50
+ +
armnn::LstmInputParamsInfo::GetRecurrentToOutputWeights
const TensorInfo & GetRecurrentToOutputWeights() const
Definition: LstmParams.hpp:149
+
armnn::LstmInputParams::m_CellToInputWeights
const ConstTensor * m_CellToInputWeights
Definition: LstmParams.hpp:48
+
armnn::LstmInputParamsInfo::GetCellToInputWeights
const TensorInfo & GetCellToInputWeights() const
Definition: LstmParams.hpp:153
+
armnn::LstmInputParamsInfo::m_ForgetLayerNormWeights
const TensorInfo * m_ForgetLayerNormWeights
Definition: LstmParams.hpp:107
+
armnn::LstmInputParams::m_InputGateBias
const ConstTensor * m_InputGateBias
Definition: LstmParams.hpp:51
+
armnn::LstmInputParams::m_RecurrentToCellWeights
const ConstTensor * m_RecurrentToCellWeights
Definition: LstmParams.hpp:46
+
armnn::LstmInputParams::m_ForgetLayerNormWeights
const ConstTensor * m_ForgetLayerNormWeights
Definition: LstmParams.hpp:58
+ +
armnn::LstmInputParams::m_CellToForgetWeights
const ConstTensor * m_CellToForgetWeights
Definition: LstmParams.hpp:49
+
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_software_tools.dox:6
+
armnn::LstmInputParamsInfo::GetCellToForgetWeights
const TensorInfo & GetCellToForgetWeights() const
Definition: LstmParams.hpp:157
+
armnn::LstmInputParamsInfo::m_ForgetGateBias
const TensorInfo * m_ForgetGateBias
Definition: LstmParams.hpp:101
+
armnn::LstmInputParamsInfo::m_OutputLayerNormWeights
const TensorInfo * m_OutputLayerNormWeights
Definition: LstmParams.hpp:109
+
armnn::LstmInputParamsInfo::GetForgetLayerNormWeights
const TensorInfo & GetForgetLayerNormWeights() const
Definition: LstmParams.hpp:193
+
TensorFwd.hpp
+
armnn::LstmInputParamsInfo::Deref
const TensorInfo & Deref(const TensorInfo *tensorInfo) const
Definition: LstmParams.hpp:111
+
armnn::LstmInputParamsInfo::m_RecurrentToCellWeights
const TensorInfo * m_RecurrentToCellWeights
Definition: LstmParams.hpp:95
+
armnn::LstmInputParams::m_OutputGateBias
const ConstTensor * m_OutputGateBias
Definition: LstmParams.hpp:54
+
armnn::LstmInputParamsInfo::GetCellToOutputWeights
const TensorInfo & GetCellToOutputWeights() const
Definition: LstmParams.hpp:161
+
armnn::LstmInputParamsInfo::m_InputToCellWeights
const TensorInfo * m_InputToCellWeights
Definition: LstmParams.hpp:91
+
armnn::LstmInputParamsInfo::GetInputToCellWeights
const TensorInfo & GetInputToCellWeights() const
Definition: LstmParams.hpp:129
+
armnn::LstmInputParamsInfo::m_RecurrentToInputWeights
const TensorInfo * m_RecurrentToInputWeights
Definition: LstmParams.hpp:93
+
armnn::LstmInputParamsInfo::m_RecurrentToOutputWeights
const TensorInfo * m_RecurrentToOutputWeights
Definition: LstmParams.hpp:96
+
armnn::LstmInputParams::m_InputLayerNormWeights
const ConstTensor * m_InputLayerNormWeights
Definition: LstmParams.hpp:57
+
armnn::LstmInputParamsInfo::m_CellToOutputWeights
const TensorInfo * m_CellToOutputWeights
Definition: LstmParams.hpp:99
+ +
armnn::LstmInputParams::m_RecurrentToOutputWeights
const ConstTensor * m_RecurrentToOutputWeights
Definition: LstmParams.hpp:47
+ +
armnn::LstmInputParamsInfo::GetInputToOutputWeights
const TensorInfo & GetInputToOutputWeights() const
Definition: LstmParams.hpp:133
+
armnn::LstmInputParams::m_ProjectionBias
const ConstTensor * m_ProjectionBias
Definition: LstmParams.hpp:56
+
armnn::LstmInputParamsInfo::m_CellLayerNormWeights
const TensorInfo * m_CellLayerNormWeights
Definition: LstmParams.hpp:108
+
armnn::LstmInputParamsInfo::m_InputToForgetWeights
const TensorInfo * m_InputToForgetWeights
Definition: LstmParams.hpp:90
+
armnn::ConstTensor
A tensor defined by a TensorInfo (shape and data type) and an immutable backing store.
Definition: Tensor.hpp:314
+
armnn::LstmInputParamsInfo::m_ProjectionBias
const TensorInfo * m_ProjectionBias
Definition: LstmParams.hpp:105
+ +
armnn::LstmInputParamsInfo::m_CellToInputWeights
const TensorInfo * m_CellToInputWeights
Definition: LstmParams.hpp:97
+ +
armnn::LstmInputParamsInfo::GetRecurrentToForgetWeights
const TensorInfo & GetRecurrentToForgetWeights() const
Definition: LstmParams.hpp:141
+
armnn::LstmInputParamsInfo::m_InputGateBias
const TensorInfo * m_InputGateBias
Definition: LstmParams.hpp:100
+
armnn::LstmInputParams::m_CellLayerNormWeights
const ConstTensor * m_CellLayerNormWeights
Definition: LstmParams.hpp:59
+
armnn::LstmInputParams::m_ForgetGateBias
const ConstTensor * m_ForgetGateBias
Definition: LstmParams.hpp:52
+
armnn::LstmInputParams::m_InputToCellWeights
const ConstTensor * m_InputToCellWeights
Definition: LstmParams.hpp:42
+
armnn::LstmInputParamsInfo::GetInputToInputWeights
const TensorInfo & GetInputToInputWeights() const
Definition: LstmParams.hpp:121
+
armnn::LstmInputParamsInfo::GetOutputLayerNormWeights
const TensorInfo & GetOutputLayerNormWeights() const
Definition: LstmParams.hpp:201
+
armnn::LstmInputParams::m_InputToOutputWeights
const ConstTensor * m_InputToOutputWeights
Definition: LstmParams.hpp:43
+
armnn::LstmInputParamsInfo::m_InputToOutputWeights
const TensorInfo * m_InputToOutputWeights
Definition: LstmParams.hpp:92
+
armnn::LstmInputParamsInfo::m_InputToInputWeights
const TensorInfo * m_InputToInputWeights
Definition: LstmParams.hpp:89
+
armnn::LstmInputParams::m_RecurrentToForgetWeights
const ConstTensor * m_RecurrentToForgetWeights
Definition: LstmParams.hpp:45
+
armnn::LstmInputParamsInfo::GetForgetGateBias
const TensorInfo & GetForgetGateBias() const
Definition: LstmParams.hpp:169
+
Exceptions.hpp
+
armnn::LstmInputParams::m_RecurrentToInputWeights
const ConstTensor * m_RecurrentToInputWeights
Definition: LstmParams.hpp:44
+
armnn::LstmInputParamsInfo::m_CellToForgetWeights
const TensorInfo * m_CellToForgetWeights
Definition: LstmParams.hpp:98
+
armnn::LstmInputParamsInfo::m_RecurrentToForgetWeights
const TensorInfo * m_RecurrentToForgetWeights
Definition: LstmParams.hpp:94
+
armnn::LstmInputParamsInfo::GetInputGateBias
const TensorInfo & GetInputGateBias() const
Definition: LstmParams.hpp:165
+
armnn::LstmInputParamsInfo::GetProjectionWeights
const TensorInfo & GetProjectionWeights() const
Definition: LstmParams.hpp:181
+
armnn::LstmInputParamsInfo::GetInputToForgetWeights
const TensorInfo & GetInputToForgetWeights() const
Definition: LstmParams.hpp:125
+
armnn::LstmInputParamsInfo::GetInputLayerNormWeights
const TensorInfo & GetInputLayerNormWeights() const
Definition: LstmParams.hpp:189
+
armnn::LstmInputParams::m_OutputLayerNormWeights
const ConstTensor * m_OutputLayerNormWeights
Definition: LstmParams.hpp:60
+
armnn::LstmInputParamsInfo::GetOutputGateBias
const TensorInfo & GetOutputGateBias() const
Definition: LstmParams.hpp:177
+
armnn::LstmInputParamsInfo::m_CellBias
const TensorInfo * m_CellBias
Definition: LstmParams.hpp:102
+
armnn::LstmInputParamsInfo::GetProjectionBias
const TensorInfo & GetProjectionBias() const
Definition: LstmParams.hpp:185
+
armnn::LstmInputParams::m_InputToForgetWeights
const ConstTensor * m_InputToForgetWeights
Definition: LstmParams.hpp:41
+
armnn::LstmInputParams::m_InputToInputWeights
const ConstTensor * m_InputToInputWeights
Definition: LstmParams.hpp:40
+
+
+ + + + -- cgit v1.2.1