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95 <div class="headertitle">
96<div class="title">TosaOperatorUtils.hpp</div> </div>
97</div><!--header-->
98<div class="contents">
99<a href="_tosa_operator_utils_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">//</span></div>
100<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment">// Copyright © 2022-2024 Arm Ltd and Contributors. All rights reserved.</span></div>
101<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div>
102<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment">//</span></div>
103<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160; </div>
104<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="preprocessor">#pragma once</span></div>
105<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160; </div>
106<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_layer_8hpp.html">Layer.hpp</a>&gt;</span></div>
107<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_tensor_8hpp.html">armnn/Tensor.hpp</a>&gt;</span></div>
108<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_types_8hpp.html">armnn/Types.hpp</a>&gt;</span></div>
109<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160; </div>
110<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="preprocessor">#include &quot;common/include/ProfilingGuid.hpp&quot;</span></div>
111<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160; </div>
112<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="preprocessor">#include &lt;tosa_serialization_handler.h&gt;</span></div>
113<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160; </div>
114<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="keyword">using namespace </span><a class="code" href="namespacearmnn.html">armnn</a>;</div>
115<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="keyword">using namespace </span>tosa;</div>
116<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160; </div>
117<div class="line"><a name="l00019"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#a28514b014a4fe0841044f1868064bc65"> 19</a></span>&#160;<span class="keyword">const</span> std::string <a class="code" href="_tosa_operator_utils_8hpp.html#a28514b014a4fe0841044f1868064bc65">mainName</a> = <span class="stringliteral">&quot;main&quot;</span>;</div>
118<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160; </div>
119<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;<span class="comment">// Function to return Tosa datatype from input ArmNN datatype.</span></div>
120<div class="line"><a name="l00022"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226"> 22</a></span>&#160;<span class="keyword">inline</span> DType <a class="code" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(<span class="keyword">const</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>&amp; type)</div>
121<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;{</div>
122<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160; <span class="keywordflow">switch</span> (type)</div>
123<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160; {</div>
124<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55">DataType::Float16</a>:</div>
125<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160; <span class="keywordflow">return</span> DType_FP16;</div>
126<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6acdb56b2d2f73c26480207524f2dbe0af">DataType::BFloat16</a>:</div>
127<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160; <span class="keywordflow">return</span> DType_BF16;</div>
128<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">DataType::Float32</a>:</div>
129<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160; <span class="keywordflow">return</span> DType_FP32;</div>
130<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">DataType::QAsymmU8</a>:</div>
131<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; <span class="keywordflow">return</span> DType_UINT8;</div>
132<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a9945327825b115e93a3b89f4302e76db">DataType::QSymmS8</a>:</div>
133<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d">DataType::QAsymmS8</a>:</div>
134<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; <span class="keywordflow">return</span> DType_INT8;</div>
135<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7">DataType::QSymmS16</a>:</div>
136<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; <span class="keywordflow">return</span> DType_INT16;</div>
137<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7">DataType::Signed32</a>:</div>
138<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; <span class="keywordflow">return</span> DType_INT32;</div>
139<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6ae1b3c9c6087a93b07c83e0b04f377a8d">DataType::Signed64</a>:</div>
140<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; <span class="comment">// No signed 64, only DType_INT48.</span></div>
141<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; <span class="keywordflow">return</span> DType_UNKNOWN;</div>
142<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b">DataType::Boolean</a>:</div>
143<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160; <span class="keywordflow">return</span> DType_BOOL;</div>
144<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160; <span class="keywordflow">default</span>:</div>
145<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; <span class="keywordflow">return</span> DType_UNKNOWN;</div>
146<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; }</div>
147<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160;}</div>
148<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; </div>
149<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160;<span class="comment">// Function to return ArmNN datatype from input Tosa datatype.</span></div>
150<div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#ae7494f1b7122e2adae3af16bd218d3fd"> 52</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> <a class="code" href="_tosa_operator_utils_8hpp.html#ae7494f1b7122e2adae3af16bd218d3fd">DtypeToArmNN</a>(<span class="keyword">const</span> DType type)</div>
151<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160;{</div>
152<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160; <span class="keywordflow">switch</span> (type)</div>
153<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; {</div>
154<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; <span class="keywordflow">case</span> DType_FP16:</div>
155<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55">DataType::Float16</a>;</div>
156<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; <span class="keywordflow">case</span> DType_BF16:</div>
157<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6acdb56b2d2f73c26480207524f2dbe0af">DataType::BFloat16</a>;</div>
158<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; <span class="keywordflow">case</span> DType_FP32:</div>
159<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">DataType::Float32</a>;</div>
160<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; <span class="keywordflow">case</span> DType_UINT8:</div>
161<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">DataType::QAsymmU8</a>;</div>
162<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; <span class="keywordflow">case</span> DType_INT8:</div>
163<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a9945327825b115e93a3b89f4302e76db">DataType::QSymmS8</a>;</div>
164<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; <span class="keywordflow">case</span> DType_INT16:</div>
165<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7">DataType::QSymmS16</a>;</div>
166<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; <span class="keywordflow">case</span> DType_INT32:</div>
167<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7">DataType::Signed32</a>;</div>
168<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; <span class="keywordflow">case</span> DType_BOOL:</div>
169<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b">DataType::Boolean</a>;</div>
170<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; <span class="keywordflow">default</span>:</div>
171<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(<span class="stringliteral">&quot;DtypeToArmNN: Unsupported tosa::DType in ArmNN.&quot;</span>);</div>
172<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b">DataType::Boolean</a>;</div>
173<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; }</div>
174<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160;}</div>
175<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; </div>
176<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160;<span class="comment">// Function to return Tosa tensor shape from input ArmNN tensor shape.</span></div>
177<div class="line"><a name="l00079"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7"> 79</a></span>&#160;<span class="keyword">inline</span> std::vector&lt;int32_t&gt; <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>&amp; shape)</div>
178<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160;{</div>
179<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; std::vector&lt;int32_t&gt; returnShape;</div>
180<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; <span class="keywordflow">for</span> (u_int32_t i = 0; i &lt; shape.<a class="code" href="classarmnn_1_1_tensor_shape.html#a157e27d41e9f6b21f0d3c025fa47dc24">GetNumDimensions</a>(); i++)</div>
181<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; {</div>
182<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; returnShape.push_back(<span class="keyword">static_cast&lt;</span>int32_t<span class="keyword">&gt;</span>(shape[i]));</div>
183<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; }</div>
184<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <span class="keywordflow">return</span> returnShape;</div>
185<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160;}</div>
186<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; </div>
187<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160;<span class="comment">// Function that generates unique name using the layer type, input slot and layer guid.</span></div>
188<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160;<span class="keyword">static</span> std::string GenerateUniqueName(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.html">Layer</a>&amp; layer, uint32_t layerSlot)</div>
189<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160;{</div>
190<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; std::string guid = std::to_string(layer.<a class="code" href="classarmnn_1_1_layer.html#a8dc12f0ee5b232d397bd18ced1a72a64">GetGuid</a>());</div>
191<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; std::string slotAndGuid = std::to_string(layerSlot) + <span class="stringliteral">&quot;_&quot;</span> + guid;</div>
192<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; </div>
193<div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; <span class="keywordflow">switch</span> (layer.<a class="code" href="classarmnn_1_1_layer.html#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>())</div>
194<div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160; {</div>
195<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4a324118a6721dd6b8a9b9f4e327df2bf5">LayerType::Input</a>:</div>
196<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;input_&quot;</span> + guid;</div>
197<div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4a29c2c02a361c9d7028472e5d92cd4a54">LayerType::Output</a>:</div>
198<div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;output&quot;</span> + slotAndGuid;</div>
199<div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4acb17869fe51048b5a5c4c6106551a255">LayerType::Constant</a>:</div>
200<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;constant_&quot;</span> + guid;</div>
201<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; <span class="keywordflow">default</span>:</div>
202<div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;intermediate&quot;</span> + slotAndGuid;</div>
203<div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; }</div>
204<div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160;}</div>
205<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; </div>
206<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160;<span class="comment">// Function that generates unique name for the parent layer from the child layer input slot.</span></div>
207<div class="line"><a name="l00109"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#a8863b57c08a748fd2dd16880337f4b69"> 109</a></span>&#160;<span class="keyword">inline</span> std::string <a class="code" href="_tosa_operator_utils_8hpp.html#a8863b57c08a748fd2dd16880337f4b69">GenerateUniqueInputName</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_input_slot.html">armnn::InputSlot</a>&amp; slot)</div>
208<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160;{</div>
209<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; <span class="comment">// Get the layers connected to the input slots and determine unique tensor names.</span></div>
210<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; <a class="code" href="classarmnn_1_1_layer.html">Layer</a>&amp; connectedLayer = slot.<a class="code" href="classarmnn_1_1_input_slot.html#a9effd325a6d512a3f8ff4bd207d53255">GetConnectedOutputSlot</a>()-&gt;<a class="code" href="classarmnn_1_1_output_slot.html#a7ddaf04177053a536f0e7be83a642bc6">GetOwningLayer</a>();</div>
211<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; <span class="comment">// For layer input, we want to ensure we get the correct output slot of the parent layer.</span></div>
212<div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; <span class="comment">// For example, if parent layer is split, the parent output slot could be 0 or 1 index.</span></div>
213<div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160; uint32_t connectedOutputSlotIdx = slot.<a class="code" href="classarmnn_1_1_input_slot.html#a9effd325a6d512a3f8ff4bd207d53255">GetConnectedOutputSlot</a>()-&gt;<a class="code" href="classarmnn_1_1_output_slot.html#a27545b353e48a739981d345b64bb9dc9">CalculateIndexOnOwner</a>();</div>
214<div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; <span class="keywordflow">return</span> GenerateUniqueName(connectedLayer, connectedOutputSlotIdx);</div>
215<div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160;}</div>
216<div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; </div>
217<div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160;<span class="comment">// Function that generates unique output name using the layer type, input slot and layer guid.</span></div>
218<div class="line"><a name="l00120"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#a1e5b1f8dcc21f10bc7b0d8517e05049d"> 120</a></span>&#160;<span class="keyword">inline</span> std::string <a class="code" href="_tosa_operator_utils_8hpp.html#a1e5b1f8dcc21f10bc7b0d8517e05049d">GenerateUniqueOutputName</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.html">Layer</a>&amp; layer, uint32_t layerSlot = 0)</div>
219<div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160;{</div>
220<div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; <a class="code" href="classarmnn_1_1_layer.html">Layer</a>&amp; connectedLayer = layer.<a class="code" href="classarmnn_1_1_layer.html#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>().<a class="code" href="classarmnn_1_1_output_slot.html#a048e8c1536cf6b8871b093a73a4a3a85">GetConnection</a>(0)-&gt;<a class="code" href="classarmnn_1_1_input_slot.html#a7ddaf04177053a536f0e7be83a642bc6">GetOwningLayer</a>();</div>
221<div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160; </div>
222<div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; <span class="comment">// Get the layer connected to the output slot, if output use that layer and id,</span></div>
223<div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160; <span class="comment">// otherwise use current layer and id.</span></div>
224<div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160; <span class="keywordflow">if</span>(connectedLayer.<a class="code" href="classarmnn_1_1_layer.html#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>() == <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4a29c2c02a361c9d7028472e5d92cd4a54">LayerType::Output</a>)</div>
225<div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; {</div>
226<div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160; <span class="keywordflow">return</span> GenerateUniqueName(connectedLayer, layerSlot);</div>
227<div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; }</div>
228<div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160; <span class="keywordflow">else</span></div>
229<div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; {</div>
230<div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160; <span class="keywordflow">return</span> GenerateUniqueName(layer, layerSlot);</div>
231<div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160; }</div>
232<div class="line"><a name="l00134"></a><span class="lineno"> 134</span>&#160;}</div>
233<div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160; </div>
234<div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160;<span class="comment">// Function to return unique int as a string to ensure uniqueness between all input, output and block names.</span></div>
235<div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160;<span class="keyword">static</span> <span class="keywordtype">int</span> uniqueTosaMappingID = 0;</div>
236<div class="line"><a name="l00138"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8"> 138</a></span>&#160;<span class="keyword">inline</span> std::string <a class="code" href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a>()</div>
237<div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160;{</div>
238<div class="line"><a name="l00140"></a><span class="lineno"> 140</span>&#160; <span class="keywordflow">return</span> std::to_string(++uniqueTosaMappingID);</div>
239<div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160;}</div>
240<div class="line"><a name="l00142"></a><span class="lineno"> 142</span>&#160; </div>
241<div class="line"><a name="l00143"></a><span class="lineno"> 143</span>&#160;<span class="comment">// Function to return Tosa DType as string.</span></div>
242<div class="line"><a name="l00144"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#aa34dcb64c9084910170c230827c479a4"> 144</a></span>&#160;<span class="keyword">inline</span> std::string <a class="code" href="_tosa_operator_utils_8hpp.html#aa34dcb64c9084910170c230827c479a4">TosaDTypeToString</a>(DType tosaDType)</div>
243<div class="line"><a name="l00145"></a><span class="lineno"> 145</span>&#160;{</div>
244<div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160; <span class="keywordflow">switch</span> (tosaDType)</div>
245<div class="line"><a name="l00147"></a><span class="lineno"> 147</span>&#160; {</div>
246<div class="line"><a name="l00148"></a><span class="lineno"> 148</span>&#160; <span class="keywordflow">case</span> DType_UNKNOWN:</div>
247<div class="line"><a name="l00149"></a><span class="lineno"> 149</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_UNKNOWN&quot;</span>;</div>
248<div class="line"><a name="l00150"></a><span class="lineno"> 150</span>&#160; <span class="keywordflow">case</span> DType_BOOL:</div>
249<div class="line"><a name="l00151"></a><span class="lineno"> 151</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_BOOL&quot;</span>;</div>
250<div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160; <span class="keywordflow">case</span> DType_UINT8:</div>
251<div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_UINT8&quot;</span>;</div>
252<div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160; <span class="keywordflow">case</span> DType_INT4:</div>
253<div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_INT4&quot;</span>;</div>
254<div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160; <span class="keywordflow">case</span> DType_INT8:</div>
255<div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_INT8&quot;</span>;</div>
256<div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160; <span class="keywordflow">case</span> DType_INT16:</div>
257<div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_INT16&quot;</span>;</div>
258<div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160; <span class="keywordflow">case</span> DType_INT32:</div>
259<div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_INT32&quot;</span>;</div>
260<div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; <span class="keywordflow">case</span> DType_INT48:</div>
261<div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_INT48&quot;</span>;</div>
262<div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <span class="keywordflow">case</span> DType_FP32:</div>
263<div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_FP32&quot;</span>;</div>
264<div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160; <span class="keywordflow">case</span> DType_UINT16:</div>
265<div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_UINT16&quot;</span>;</div>
266<div class="line"><a name="l00168"></a><span class="lineno"> 168</span>&#160; <span class="keywordflow">case</span> DType_FP16:</div>
267<div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_FP16&quot;</span>;</div>
268<div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160; <span class="keywordflow">case</span> DType_BF16:</div>
269<div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_BF16&quot;</span>;</div>
270<div class="line"><a name="l00172"></a><span class="lineno"> 172</span>&#160; <span class="keywordflow">case</span> DType_SHAPE:</div>
271<div class="line"><a name="l00173"></a><span class="lineno"> 173</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;DType_SHAPE&quot;</span>;</div>
272<div class="line"><a name="l00174"></a><span class="lineno"> 174</span>&#160; }</div>
273<div class="line"><a name="l00175"></a><span class="lineno"> 175</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;&quot;</span>;</div>
274<div class="line"><a name="l00176"></a><span class="lineno"> 176</span>&#160;}</div>
275<div class="line"><a name="l00177"></a><span class="lineno"> 177</span>&#160; </div>
276<div class="line"><a name="l00178"></a><span class="lineno"> 178</span>&#160;<span class="comment">// Function to return Tosa Op as string.</span></div>
277<div class="line"><a name="l00179"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#a35671e3e724e1c49b7865e1d0a26769c"> 179</a></span>&#160;<span class="keyword">inline</span> std::string <a class="code" href="_tosa_operator_utils_8hpp.html#a35671e3e724e1c49b7865e1d0a26769c">TosaOpToString</a>(Op tosaOp)</div>
278<div class="line"><a name="l00180"></a><span class="lineno"> 180</span>&#160;{</div>
279<div class="line"><a name="l00181"></a><span class="lineno"> 181</span>&#160; <span class="keywordflow">switch</span> (tosaOp)</div>
280<div class="line"><a name="l00182"></a><span class="lineno"> 182</span>&#160; {</div>
281<div class="line"><a name="l00183"></a><span class="lineno"> 183</span>&#160; <span class="keywordflow">case</span> Op_ADD:</div>
282<div class="line"><a name="l00184"></a><span class="lineno"> 184</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_ADD&quot;</span>;</div>
283<div class="line"><a name="l00185"></a><span class="lineno"> 185</span>&#160; <span class="keywordflow">case</span> Op_AVG_POOL2D:</div>
284<div class="line"><a name="l00186"></a><span class="lineno"> 186</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_AVG_POOL2D&quot;</span>;</div>
285<div class="line"><a name="l00187"></a><span class="lineno"> 187</span>&#160; <span class="keywordflow">case</span> Op_MAX_POOL2D:</div>
286<div class="line"><a name="l00188"></a><span class="lineno"> 188</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_MAX_POOL2D&quot;</span>;</div>
287<div class="line"><a name="l00189"></a><span class="lineno"> 189</span>&#160; <span class="keywordflow">case</span> Op_PAD:</div>
288<div class="line"><a name="l00190"></a><span class="lineno"> 190</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_PAD&quot;</span>;</div>
289<div class="line"><a name="l00191"></a><span class="lineno"> 191</span>&#160; <span class="keywordflow">case</span> Op_UNKNOWN:</div>
290<div class="line"><a name="l00192"></a><span class="lineno"> 192</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_UNKNOWN&quot;</span>;</div>
291<div class="line"><a name="l00193"></a><span class="lineno"> 193</span>&#160; <span class="keywordflow">case</span> Op_ARGMAX:</div>
292<div class="line"><a name="l00194"></a><span class="lineno"> 194</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_ARGMAX&quot;</span>;</div>
293<div class="line"><a name="l00195"></a><span class="lineno"> 195</span>&#160; <span class="keywordflow">case</span> Op_CONV2D:</div>
294<div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_CONV2D&quot;</span>;</div>
295<div class="line"><a name="l00197"></a><span class="lineno"> 197</span>&#160; <span class="keywordflow">case</span> Op_CONV3D:</div>
296<div class="line"><a name="l00198"></a><span class="lineno"> 198</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_CONV3D&quot;</span>;</div>
297<div class="line"><a name="l00199"></a><span class="lineno"> 199</span>&#160; <span class="keywordflow">case</span> Op_DEPTHWISE_CONV2D:</div>
298<div class="line"><a name="l00200"></a><span class="lineno"> 200</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_DEPTHWISE_CONV2D&quot;</span>;</div>
299<div class="line"><a name="l00201"></a><span class="lineno"> 201</span>&#160; <span class="keywordflow">case</span> Op_FULLY_CONNECTED:</div>
300<div class="line"><a name="l00202"></a><span class="lineno"> 202</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_FULLY_CONNECTED&quot;</span>;</div>
301<div class="line"><a name="l00203"></a><span class="lineno"> 203</span>&#160; <span class="keywordflow">case</span> Op_MATMUL:</div>
302<div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_MATMUL&quot;</span>;</div>
303<div class="line"><a name="l00205"></a><span class="lineno"> 205</span>&#160; <span class="keywordflow">case</span> Op_TRANSPOSE_CONV2D:</div>
304<div class="line"><a name="l00206"></a><span class="lineno"> 206</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_TRANSPOSE_CONV2D&quot;</span>;</div>
305<div class="line"><a name="l00207"></a><span class="lineno"> 207</span>&#160; <span class="keywordflow">case</span> Op_CLAMP:</div>
306<div class="line"><a name="l00208"></a><span class="lineno"> 208</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_CLAMP&quot;</span>;</div>
307<div class="line"><a name="l00209"></a><span class="lineno"> 209</span>&#160; <span class="keywordflow">case</span> Op_RESERVED:</div>
308<div class="line"><a name="l00210"></a><span class="lineno"> 210</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_RESERVED&quot;</span>;</div>
309<div class="line"><a name="l00211"></a><span class="lineno"> 211</span>&#160; <span class="keywordflow">case</span> Op_SIGMOID:</div>
310<div class="line"><a name="l00212"></a><span class="lineno"> 212</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_SIGMOID&quot;</span>;</div>
311<div class="line"><a name="l00213"></a><span class="lineno"> 213</span>&#160; <span class="keywordflow">case</span> Op_TANH:</div>
312<div class="line"><a name="l00214"></a><span class="lineno"> 214</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_TANH&quot;</span>;</div>
313<div class="line"><a name="l00215"></a><span class="lineno"> 215</span>&#160; <span class="keywordflow">case</span> Op_ARITHMETIC_RIGHT_SHIFT:</div>
314<div class="line"><a name="l00216"></a><span class="lineno"> 216</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_ARITHMETIC_RIGHT_SHIFT&quot;</span>;</div>
315<div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160; <span class="keywordflow">case</span> Op_BITWISE_AND:</div>
316<div class="line"><a name="l00218"></a><span class="lineno"> 218</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_BITWISE_AND&quot;</span>;</div>
317<div class="line"><a name="l00219"></a><span class="lineno"> 219</span>&#160; <span class="keywordflow">case</span> Op_BITWISE_OR:</div>
318<div class="line"><a name="l00220"></a><span class="lineno"> 220</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_BITWISE_OR&quot;</span>;</div>
319<div class="line"><a name="l00221"></a><span class="lineno"> 221</span>&#160; <span class="keywordflow">case</span> Op_BITWISE_XOR:</div>
320<div class="line"><a name="l00222"></a><span class="lineno"> 222</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_BITWISE_XOR&quot;</span>;</div>
321<div class="line"><a name="l00223"></a><span class="lineno"> 223</span>&#160; <span class="keywordflow">case</span> Op_INTDIV:</div>
322<div class="line"><a name="l00224"></a><span class="lineno"> 224</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_INTDIV&quot;</span>;</div>
323<div class="line"><a name="l00225"></a><span class="lineno"> 225</span>&#160; <span class="keywordflow">case</span> Op_LOGICAL_AND:</div>
324<div class="line"><a name="l00226"></a><span class="lineno"> 226</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_LOGICAL_AND&quot;</span>;</div>
325<div class="line"><a name="l00227"></a><span class="lineno"> 227</span>&#160; <span class="keywordflow">case</span> Op_LOGICAL_LEFT_SHIFT:</div>
326<div class="line"><a name="l00228"></a><span class="lineno"> 228</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_LOGICAL_LEFT_SHIFT&quot;</span>;</div>
327<div class="line"><a name="l00229"></a><span class="lineno"> 229</span>&#160; <span class="keywordflow">case</span> Op_LOGICAL_RIGHT_SHIFT:</div>
328<div class="line"><a name="l00230"></a><span class="lineno"> 230</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_LOGICAL_RIGHT_SHIFT&quot;</span>;</div>
329<div class="line"><a name="l00231"></a><span class="lineno"> 231</span>&#160; <span class="keywordflow">case</span> Op_LOGICAL_OR:</div>
330<div class="line"><a name="l00232"></a><span class="lineno"> 232</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_LOGICAL_OR&quot;</span>;</div>
331<div class="line"><a name="l00233"></a><span class="lineno"> 233</span>&#160; <span class="keywordflow">case</span> Op_LOGICAL_XOR:</div>
332<div class="line"><a name="l00234"></a><span class="lineno"> 234</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_LOGICAL_XOR&quot;</span>;</div>
333<div class="line"><a name="l00235"></a><span class="lineno"> 235</span>&#160; <span class="keywordflow">case</span> Op_MAXIMUM:</div>
334<div class="line"><a name="l00236"></a><span class="lineno"> 236</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_MAXIMUM&quot;</span>;</div>
335<div class="line"><a name="l00237"></a><span class="lineno"> 237</span>&#160; <span class="keywordflow">case</span> Op_MINIMUM:</div>
336<div class="line"><a name="l00238"></a><span class="lineno"> 238</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_MINIMUM&quot;</span>;</div>
337<div class="line"><a name="l00239"></a><span class="lineno"> 239</span>&#160; <span class="keywordflow">case</span> Op_MUL:</div>
338<div class="line"><a name="l00240"></a><span class="lineno"> 240</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_MUL&quot;</span>;</div>
339<div class="line"><a name="l00241"></a><span class="lineno"> 241</span>&#160; <span class="keywordflow">case</span> Op_POW:</div>
340<div class="line"><a name="l00242"></a><span class="lineno"> 242</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_POW&quot;</span>;</div>
341<div class="line"><a name="l00243"></a><span class="lineno"> 243</span>&#160; <span class="keywordflow">case</span> Op_SUB:</div>
342<div class="line"><a name="l00244"></a><span class="lineno"> 244</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_SUB&quot;</span>;</div>
343<div class="line"><a name="l00245"></a><span class="lineno"> 245</span>&#160; <span class="keywordflow">case</span> Op_TABLE:</div>
344<div class="line"><a name="l00246"></a><span class="lineno"> 246</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_TABLE&quot;</span>;</div>
345<div class="line"><a name="l00247"></a><span class="lineno"> 247</span>&#160; <span class="keywordflow">case</span> Op_ABS:</div>
346<div class="line"><a name="l00248"></a><span class="lineno"> 248</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_ABS&quot;</span>;</div>
347<div class="line"><a name="l00249"></a><span class="lineno"> 249</span>&#160; <span class="keywordflow">case</span> Op_BITWISE_NOT:</div>
348<div class="line"><a name="l00250"></a><span class="lineno"> 250</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_BITWISE_NOT&quot;</span>;</div>
349<div class="line"><a name="l00251"></a><span class="lineno"> 251</span>&#160; <span class="keywordflow">case</span> Op_CEIL:</div>
350<div class="line"><a name="l00252"></a><span class="lineno"> 252</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_CEIL&quot;</span>;</div>
351<div class="line"><a name="l00253"></a><span class="lineno"> 253</span>&#160; <span class="keywordflow">case</span> Op_CLZ:</div>
352<div class="line"><a name="l00254"></a><span class="lineno"> 254</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_CLZ&quot;</span>;</div>
353<div class="line"><a name="l00255"></a><span class="lineno"> 255</span>&#160; <span class="keywordflow">case</span> Op_EXP:</div>
354<div class="line"><a name="l00256"></a><span class="lineno"> 256</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_EXP&quot;</span>;</div>
355<div class="line"><a name="l00257"></a><span class="lineno"> 257</span>&#160; <span class="keywordflow">case</span> Op_FLOOR:</div>
356<div class="line"><a name="l00258"></a><span class="lineno"> 258</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_FLOOR&quot;</span>;</div>
357<div class="line"><a name="l00259"></a><span class="lineno"> 259</span>&#160; <span class="keywordflow">case</span> Op_LOG:</div>
358<div class="line"><a name="l00260"></a><span class="lineno"> 260</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_LOG&quot;</span>;</div>
359<div class="line"><a name="l00261"></a><span class="lineno"> 261</span>&#160; <span class="keywordflow">case</span> Op_LOGICAL_NOT:</div>
360<div class="line"><a name="l00262"></a><span class="lineno"> 262</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_LOGICAL_NOT&quot;</span>;</div>
361<div class="line"><a name="l00263"></a><span class="lineno"> 263</span>&#160; <span class="keywordflow">case</span> Op_NEGATE:</div>
362<div class="line"><a name="l00264"></a><span class="lineno"> 264</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_NEGATE&quot;</span>;</div>
363<div class="line"><a name="l00265"></a><span class="lineno"> 265</span>&#160; <span class="keywordflow">case</span> Op_RECIPROCAL:</div>
364<div class="line"><a name="l00266"></a><span class="lineno"> 266</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_RECIPROCAL&quot;</span>;</div>
365<div class="line"><a name="l00267"></a><span class="lineno"> 267</span>&#160; <span class="keywordflow">case</span> Op_RSQRT:</div>
366<div class="line"><a name="l00268"></a><span class="lineno"> 268</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_RSQRT&quot;</span>;</div>
367<div class="line"><a name="l00269"></a><span class="lineno"> 269</span>&#160; <span class="keywordflow">case</span> Op_SELECT:</div>
368<div class="line"><a name="l00270"></a><span class="lineno"> 270</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_SELECT&quot;</span>;</div>
369<div class="line"><a name="l00271"></a><span class="lineno"> 271</span>&#160; <span class="keywordflow">case</span> Op_EQUAL:</div>
370<div class="line"><a name="l00272"></a><span class="lineno"> 272</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_EQUAL&quot;</span>;</div>
371<div class="line"><a name="l00273"></a><span class="lineno"> 273</span>&#160; <span class="keywordflow">case</span> Op_GREATER:</div>
372<div class="line"><a name="l00274"></a><span class="lineno"> 274</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_GREATER&quot;</span>;</div>
373<div class="line"><a name="l00275"></a><span class="lineno"> 275</span>&#160; <span class="keywordflow">case</span> Op_GREATER_EQUAL:</div>
374<div class="line"><a name="l00276"></a><span class="lineno"> 276</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_GREATER_EQUAL&quot;</span>;</div>
375<div class="line"><a name="l00277"></a><span class="lineno"> 277</span>&#160; <span class="keywordflow">case</span> Op_REDUCE_ANY:</div>
376<div class="line"><a name="l00278"></a><span class="lineno"> 278</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_REDUCE_ANY&quot;</span>;</div>
377<div class="line"><a name="l00279"></a><span class="lineno"> 279</span>&#160; <span class="keywordflow">case</span> Op_REDUCE_ALL:</div>
378<div class="line"><a name="l00280"></a><span class="lineno"> 280</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_REDUCE_ALL&quot;</span>;</div>
379<div class="line"><a name="l00281"></a><span class="lineno"> 281</span>&#160; <span class="keywordflow">case</span> Op_REDUCE_MAX:</div>
380<div class="line"><a name="l00282"></a><span class="lineno"> 282</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_REDUCE_MAX&quot;</span>;</div>
381<div class="line"><a name="l00283"></a><span class="lineno"> 283</span>&#160; <span class="keywordflow">case</span> Op_REDUCE_MIN:</div>
382<div class="line"><a name="l00284"></a><span class="lineno"> 284</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_REDUCE_MIN&quot;</span>;</div>
383<div class="line"><a name="l00285"></a><span class="lineno"> 285</span>&#160; <span class="keywordflow">case</span> Op_REDUCE_PRODUCT:</div>
384<div class="line"><a name="l00286"></a><span class="lineno"> 286</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_REDUCE_PRODUCT&quot;</span>;</div>
385<div class="line"><a name="l00287"></a><span class="lineno"> 287</span>&#160; <span class="keywordflow">case</span> Op_REDUCE_SUM:</div>
386<div class="line"><a name="l00288"></a><span class="lineno"> 288</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_REDUCE_SUM&quot;</span>;</div>
387<div class="line"><a name="l00289"></a><span class="lineno"> 289</span>&#160; <span class="keywordflow">case</span> Op_CONCAT:</div>
388<div class="line"><a name="l00290"></a><span class="lineno"> 290</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_CONCAT&quot;</span>;</div>
389<div class="line"><a name="l00291"></a><span class="lineno"> 291</span>&#160; <span class="keywordflow">case</span> Op_RESHAPE:</div>
390<div class="line"><a name="l00292"></a><span class="lineno"> 292</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_RESHAPE&quot;</span>;</div>
391<div class="line"><a name="l00293"></a><span class="lineno"> 293</span>&#160; <span class="keywordflow">case</span> Op_REVERSE:</div>
392<div class="line"><a name="l00294"></a><span class="lineno"> 294</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_REVERSE&quot;</span>;</div>
393<div class="line"><a name="l00295"></a><span class="lineno"> 295</span>&#160; <span class="keywordflow">case</span> Op_SLICE:</div>
394<div class="line"><a name="l00296"></a><span class="lineno"> 296</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_SLICE&quot;</span>;</div>
395<div class="line"><a name="l00297"></a><span class="lineno"> 297</span>&#160; <span class="keywordflow">case</span> Op_TILE:</div>
396<div class="line"><a name="l00298"></a><span class="lineno"> 298</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_TILE&quot;</span>;</div>
397<div class="line"><a name="l00299"></a><span class="lineno"> 299</span>&#160; <span class="keywordflow">case</span> Op_TRANSPOSE:</div>
398<div class="line"><a name="l00300"></a><span class="lineno"> 300</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_TRANSPOSE&quot;</span>;</div>
399<div class="line"><a name="l00301"></a><span class="lineno"> 301</span>&#160; <span class="keywordflow">case</span> Op_GATHER:</div>
400<div class="line"><a name="l00302"></a><span class="lineno"> 302</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_GATHER&quot;</span>;</div>
401<div class="line"><a name="l00303"></a><span class="lineno"> 303</span>&#160; <span class="keywordflow">case</span> Op_SCATTER:</div>
402<div class="line"><a name="l00304"></a><span class="lineno"> 304</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_SCATTER&quot;</span>;</div>
403<div class="line"><a name="l00305"></a><span class="lineno"> 305</span>&#160; <span class="keywordflow">case</span> Op_RESIZE:</div>
404<div class="line"><a name="l00306"></a><span class="lineno"> 306</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_RESIZE&quot;</span>;</div>
405<div class="line"><a name="l00307"></a><span class="lineno"> 307</span>&#160; <span class="keywordflow">case</span> Op_CAST:</div>
406<div class="line"><a name="l00308"></a><span class="lineno"> 308</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_CAST&quot;</span>;</div>
407<div class="line"><a name="l00309"></a><span class="lineno"> 309</span>&#160; <span class="keywordflow">case</span> Op_RESCALE:</div>
408<div class="line"><a name="l00310"></a><span class="lineno"> 310</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_RESCALE&quot;</span>;</div>
409<div class="line"><a name="l00311"></a><span class="lineno"> 311</span>&#160; <span class="keywordflow">case</span> Op_CONST:</div>
410<div class="line"><a name="l00312"></a><span class="lineno"> 312</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_CONST&quot;</span>;</div>
411<div class="line"><a name="l00313"></a><span class="lineno"> 313</span>&#160; <span class="keywordflow">case</span> Op_IDENTITY:</div>
412<div class="line"><a name="l00314"></a><span class="lineno"> 314</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_IDENTITY&quot;</span>;</div>
413<div class="line"><a name="l00315"></a><span class="lineno"> 315</span>&#160; <span class="keywordflow">case</span> Op_CUSTOM:</div>
414<div class="line"><a name="l00316"></a><span class="lineno"> 316</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_CUSTOM&quot;</span>;</div>
415<div class="line"><a name="l00317"></a><span class="lineno"> 317</span>&#160; <span class="keywordflow">case</span> Op_COND_IF:</div>
416<div class="line"><a name="l00318"></a><span class="lineno"> 318</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_COND_IF&quot;</span>;</div>
417<div class="line"><a name="l00319"></a><span class="lineno"> 319</span>&#160; <span class="keywordflow">case</span> Op_WHILE_LOOP:</div>
418<div class="line"><a name="l00320"></a><span class="lineno"> 320</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_WHILE_LOOP&quot;</span>;</div>
419<div class="line"><a name="l00321"></a><span class="lineno"> 321</span>&#160; <span class="keywordflow">case</span> Op_FFT2D:</div>
420<div class="line"><a name="l00322"></a><span class="lineno"> 322</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_FFT2D&quot;</span>;</div>
421<div class="line"><a name="l00323"></a><span class="lineno"> 323</span>&#160; <span class="keywordflow">case</span> Op_RFFT2D:</div>
422<div class="line"><a name="l00324"></a><span class="lineno"> 324</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_RFFT2D&quot;</span>;</div>
423<div class="line"><a name="l00325"></a><span class="lineno"> 325</span>&#160; <span class="keywordflow">case</span> Op_ERF:</div>
424<div class="line"><a name="l00326"></a><span class="lineno"> 326</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_ERF&quot;</span>;</div>
425<div class="line"><a name="l00327"></a><span class="lineno"> 327</span>&#160; <span class="keywordflow">case</span> Op_DIM: <span class="comment">// = Op_MAX</span></div>
426<div class="line"><a name="l00328"></a><span class="lineno"> 328</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;Op_DIM&quot;</span>;</div>
427<div class="line"><a name="l00329"></a><span class="lineno"> 329</span>&#160; }</div>
428<div class="line"><a name="l00330"></a><span class="lineno"> 330</span>&#160; <span class="keywordflow">return</span> <span class="stringliteral">&quot;&quot;</span>;</div>
429<div class="line"><a name="l00331"></a><span class="lineno"> 331</span>&#160;}</div>
430<div class="line"><a name="l00332"></a><span class="lineno"> 332</span>&#160; </div>
431<div class="line"><a name="l00333"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#ae03fdd5482e75faa3b846bd021678f3b"> 333</a></span>&#160;<span class="keyword">inline</span> std::vector&lt;uint8_t&gt; <a class="code" href="_tosa_operator_utils_8hpp.html#ae03fdd5482e75faa3b846bd021678f3b">ConvertConstantTensorDataToBuffer</a>(<span class="keyword">const</span> std::shared_ptr&lt;ConstTensorHandle&gt;&amp; tensorHandle)</div>
432<div class="line"><a name="l00334"></a><span class="lineno"> 334</span>&#160;{</div>
433<div class="line"><a name="l00335"></a><span class="lineno"> 335</span>&#160; tosa_err_t <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = tosa_err_t::TOSA_OK;</div>
434<div class="line"><a name="l00336"></a><span class="lineno"> 336</span>&#160; std::vector&lt;uint8_t&gt; uint8Data;</div>
435<div class="line"><a name="l00337"></a><span class="lineno"> 337</span>&#160; <span class="keyword">auto</span> tensorInfo = tensorHandle-&gt;GetTensorInfo();</div>
436<div class="line"><a name="l00338"></a><span class="lineno"> 338</span>&#160; </div>
437<div class="line"><a name="l00339"></a><span class="lineno"> 339</span>&#160; <span class="keywordflow">switch</span> (tensorInfo.GetDataType())</div>
438<div class="line"><a name="l00340"></a><span class="lineno"> 340</span>&#160; {</div>
439<div class="line"><a name="l00341"></a><span class="lineno"> 341</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">DataType::Float32</a>:</div>
440<div class="line"><a name="l00342"></a><span class="lineno"> 342</span>&#160; {</div>
441<div class="line"><a name="l00343"></a><span class="lineno"> 343</span>&#160; std::vector&lt;float&gt; data(tensorInfo.GetNumElements());</div>
442<div class="line"><a name="l00344"></a><span class="lineno"> 344</span>&#160; memcpy(data.data(), tensorHandle-&gt;Map(<span class="keyword">true</span>), tensorInfo.GetNumBytes());</div>
443<div class="line"><a name="l00345"></a><span class="lineno"> 345</span>&#160; </div>
444<div class="line"><a name="l00346"></a><span class="lineno"> 346</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertF32toU8(data, uint8Data);</div>
445<div class="line"><a name="l00347"></a><span class="lineno"> 347</span>&#160; <span class="keywordflow">break</span>;</div>
446<div class="line"><a name="l00348"></a><span class="lineno"> 348</span>&#160; }</div>
447<div class="line"><a name="l00349"></a><span class="lineno"> 349</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55">DataType::Float16</a>:</div>
448<div class="line"><a name="l00350"></a><span class="lineno"> 350</span>&#160; {</div>
449<div class="line"><a name="l00351"></a><span class="lineno"> 351</span>&#160; std::vector&lt;float&gt; data(tensorInfo.GetNumElements());</div>
450<div class="line"><a name="l00352"></a><span class="lineno"> 352</span>&#160; memcpy(data.data(), tensorHandle-&gt;Map(<span class="keyword">true</span>), tensorInfo.GetNumBytes());</div>
451<div class="line"><a name="l00353"></a><span class="lineno"> 353</span>&#160; </div>
452<div class="line"><a name="l00354"></a><span class="lineno"> 354</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertF16toU8(data, uint8Data);</div>
453<div class="line"><a name="l00355"></a><span class="lineno"> 355</span>&#160; <span class="keywordflow">break</span>;</div>
454<div class="line"><a name="l00356"></a><span class="lineno"> 356</span>&#160; }</div>
455<div class="line"><a name="l00357"></a><span class="lineno"> 357</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a9945327825b115e93a3b89f4302e76db">DataType::QSymmS8</a>:</div>
456<div class="line"><a name="l00358"></a><span class="lineno"> 358</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d">DataType::QAsymmS8</a>:</div>
457<div class="line"><a name="l00359"></a><span class="lineno"> 359</span>&#160; {</div>
458<div class="line"><a name="l00360"></a><span class="lineno"> 360</span>&#160; std::vector&lt;int8_t&gt; data(tensorInfo.GetNumElements());</div>
459<div class="line"><a name="l00361"></a><span class="lineno"> 361</span>&#160; memcpy(data.data(), tensorHandle-&gt;Map(<span class="keyword">true</span>), tensorInfo.GetNumBytes());</div>
460<div class="line"><a name="l00362"></a><span class="lineno"> 362</span>&#160; </div>
461<div class="line"><a name="l00363"></a><span class="lineno"> 363</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertI8toU8(data, uint8Data);</div>
462<div class="line"><a name="l00364"></a><span class="lineno"> 364</span>&#160; <span class="keywordflow">break</span>;</div>
463<div class="line"><a name="l00365"></a><span class="lineno"> 365</span>&#160; }</div>
464<div class="line"><a name="l00366"></a><span class="lineno"> 366</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">DataType::QAsymmU8</a>:</div>
465<div class="line"><a name="l00367"></a><span class="lineno"> 367</span>&#160; {</div>
466<div class="line"><a name="l00368"></a><span class="lineno"> 368</span>&#160; memcpy(uint8Data.data(), tensorHandle-&gt;Map(<span class="keyword">true</span>), tensorInfo.GetNumBytes());</div>
467<div class="line"><a name="l00369"></a><span class="lineno"> 369</span>&#160; <span class="keywordflow">break</span>;</div>
468<div class="line"><a name="l00370"></a><span class="lineno"> 370</span>&#160; }</div>
469<div class="line"><a name="l00371"></a><span class="lineno"> 371</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7">DataType::QSymmS16</a>:</div>
470<div class="line"><a name="l00372"></a><span class="lineno"> 372</span>&#160; {</div>
471<div class="line"><a name="l00373"></a><span class="lineno"> 373</span>&#160; std::vector&lt;int16_t&gt; data(tensorInfo.GetNumElements());</div>
472<div class="line"><a name="l00374"></a><span class="lineno"> 374</span>&#160; memcpy(data.data(), tensorHandle-&gt;Map(<span class="keyword">true</span>), tensorInfo.GetNumBytes());</div>
473<div class="line"><a name="l00375"></a><span class="lineno"> 375</span>&#160; </div>
474<div class="line"><a name="l00376"></a><span class="lineno"> 376</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertI16toU8(data, uint8Data);</div>
475<div class="line"><a name="l00377"></a><span class="lineno"> 377</span>&#160; <span class="keywordflow">break</span>;</div>
476<div class="line"><a name="l00378"></a><span class="lineno"> 378</span>&#160; }</div>
477<div class="line"><a name="l00379"></a><span class="lineno"> 379</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7">DataType::Signed32</a>:</div>
478<div class="line"><a name="l00380"></a><span class="lineno"> 380</span>&#160; {</div>
479<div class="line"><a name="l00381"></a><span class="lineno"> 381</span>&#160; std::vector&lt;int32_t&gt; data(tensorInfo.GetNumElements());</div>
480<div class="line"><a name="l00382"></a><span class="lineno"> 382</span>&#160; memcpy(data.data(), tensorHandle-&gt;Map(<span class="keyword">true</span>), tensorInfo.GetNumBytes());</div>
481<div class="line"><a name="l00383"></a><span class="lineno"> 383</span>&#160; </div>
482<div class="line"><a name="l00384"></a><span class="lineno"> 384</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertI32toU8(data, uint8Data);</div>
483<div class="line"><a name="l00385"></a><span class="lineno"> 385</span>&#160; <span class="keywordflow">break</span>;</div>
484<div class="line"><a name="l00386"></a><span class="lineno"> 386</span>&#160; }</div>
485<div class="line"><a name="l00387"></a><span class="lineno"> 387</span>&#160; <span class="keywordflow">default</span>:</div>
486<div class="line"><a name="l00388"></a><span class="lineno"> 388</span>&#160; {</div>
487<div class="line"><a name="l00389"></a><span class="lineno"> 389</span>&#160; <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(<span class="stringliteral">&quot;SetConstantTensorData: An unsupported data type was encountered.&quot;</span>);</div>
488<div class="line"><a name="l00390"></a><span class="lineno"> 390</span>&#160; }</div>
489<div class="line"><a name="l00391"></a><span class="lineno"> 391</span>&#160; }</div>
490<div class="line"><a name="l00392"></a><span class="lineno"> 392</span>&#160; </div>
491<div class="line"><a name="l00393"></a><span class="lineno"> 393</span>&#160; <span class="keywordflow">if</span>(<a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> != tosa_err_t::TOSA_OK)</div>
492<div class="line"><a name="l00394"></a><span class="lineno"> 394</span>&#160; {</div>
493<div class="line"><a name="l00395"></a><span class="lineno"> 395</span>&#160; <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(<span class="stringliteral">&quot;SetConstantTensorData: An error occurred when converting constant data&quot;</span>);</div>
494<div class="line"><a name="l00396"></a><span class="lineno"> 396</span>&#160; }</div>
495<div class="line"><a name="l00397"></a><span class="lineno"> 397</span>&#160; </div>
496<div class="line"><a name="l00398"></a><span class="lineno"> 398</span>&#160; tensorHandle-&gt;Unmap();</div>
497<div class="line"><a name="l00399"></a><span class="lineno"> 399</span>&#160; <span class="keywordflow">return</span> uint8Data;</div>
498<div class="line"><a name="l00400"></a><span class="lineno"> 400</span>&#160;}</div>
499<div class="line"><a name="l00401"></a><span class="lineno"> 401</span>&#160; </div>
500<div class="line"><a name="l00402"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#a6ef3603ac04f6e9403a18e7ae47027be"> 402</a></span>&#160;<span class="keyword">inline</span> std::vector&lt;uint8_t&gt; <a class="code" href="_tosa_operator_utils_8hpp.html#a6ef3603ac04f6e9403a18e7ae47027be">CreateConstTosaData</a>(<span class="keyword">const</span> <span class="keywordtype">void</span>* value,</div>
501<div class="line"><a name="l00403"></a><span class="lineno"> 403</span>&#160; DType dtype,</div>
502<div class="line"><a name="l00404"></a><span class="lineno"> 404</span>&#160; <span class="keyword">const</span> std::vector&lt;int32_t&gt;&amp; shape)</div>
503<div class="line"><a name="l00405"></a><span class="lineno"> 405</span>&#160;{</div>
504<div class="line"><a name="l00406"></a><span class="lineno"> 406</span>&#160; std::vector&lt;uint8_t&gt; uint8Data;</div>
505<div class="line"><a name="l00407"></a><span class="lineno"> 407</span>&#160; tosa_err_t <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = tosa_err_t::TOSA_OK;</div>
506<div class="line"><a name="l00408"></a><span class="lineno"> 408</span>&#160; </div>
507<div class="line"><a name="l00409"></a><span class="lineno"> 409</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numElements = 1;</div>
508<div class="line"><a name="l00410"></a><span class="lineno"> 410</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">auto</span> s : shape)</div>
509<div class="line"><a name="l00411"></a><span class="lineno"> 411</span>&#160; {</div>
510<div class="line"><a name="l00412"></a><span class="lineno"> 412</span>&#160; <span class="keywordflow">if</span> (s &lt; 0)</div>
511<div class="line"><a name="l00413"></a><span class="lineno"> 413</span>&#160; {</div>
512<div class="line"><a name="l00414"></a><span class="lineno"> 414</span>&#160; <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(<span class="stringliteral">&quot;CreateConstTosaData: negative shape elements unhandled.&quot;</span>);</div>
513<div class="line"><a name="l00415"></a><span class="lineno"> 415</span>&#160; }</div>
514<div class="line"><a name="l00416"></a><span class="lineno"> 416</span>&#160; numElements = numElements * <span class="keyword">static_cast&lt;</span><span class="keywordtype">unsigned</span> <span class="keywordtype">int</span><span class="keyword">&gt;</span>(s);</div>
515<div class="line"><a name="l00417"></a><span class="lineno"> 417</span>&#160; }</div>
516<div class="line"><a name="l00418"></a><span class="lineno"> 418</span>&#160; </div>
517<div class="line"><a name="l00419"></a><span class="lineno"> 419</span>&#160; <span class="keywordflow">switch</span> (dtype)</div>
518<div class="line"><a name="l00420"></a><span class="lineno"> 420</span>&#160; {</div>
519<div class="line"><a name="l00421"></a><span class="lineno"> 421</span>&#160; <span class="keywordflow">case</span> DType::DType_FP32:</div>
520<div class="line"><a name="l00422"></a><span class="lineno"> 422</span>&#160; {</div>
521<div class="line"><a name="l00423"></a><span class="lineno"> 423</span>&#160; std::vector&lt;float&gt; data(numElements, *<span class="keyword">static_cast&lt;</span><span class="keyword">const </span><span class="keywordtype">float</span>*<span class="keyword">&gt;</span>(value));</div>
522<div class="line"><a name="l00424"></a><span class="lineno"> 424</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertF32toU8(data, uint8Data);</div>
523<div class="line"><a name="l00425"></a><span class="lineno"> 425</span>&#160; <span class="keywordflow">break</span>;</div>
524<div class="line"><a name="l00426"></a><span class="lineno"> 426</span>&#160; }</div>
525<div class="line"><a name="l00427"></a><span class="lineno"> 427</span>&#160; <span class="keywordflow">case</span> DType::DType_FP16:</div>
526<div class="line"><a name="l00428"></a><span class="lineno"> 428</span>&#160; {</div>
527<div class="line"><a name="l00429"></a><span class="lineno"> 429</span>&#160; std::vector&lt;float&gt; data(numElements, *<span class="keyword">static_cast&lt;</span><span class="keyword">const </span><span class="keywordtype">float</span>*<span class="keyword">&gt;</span>(value));</div>
528<div class="line"><a name="l00430"></a><span class="lineno"> 430</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertF16toU8(data, uint8Data);</div>
529<div class="line"><a name="l00431"></a><span class="lineno"> 431</span>&#160; <span class="keywordflow">break</span>;</div>
530<div class="line"><a name="l00432"></a><span class="lineno"> 432</span>&#160; }</div>
531<div class="line"><a name="l00433"></a><span class="lineno"> 433</span>&#160; <span class="keywordflow">case</span> DType::DType_INT48:</div>
532<div class="line"><a name="l00434"></a><span class="lineno"> 434</span>&#160; {</div>
533<div class="line"><a name="l00435"></a><span class="lineno"> 435</span>&#160; std::vector&lt;int64_t&gt; data(numElements, *<span class="keyword">static_cast&lt;</span><span class="keyword">const </span>int64_t*<span class="keyword">&gt;</span>(value));</div>
534<div class="line"><a name="l00436"></a><span class="lineno"> 436</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertI48toU8(data, uint8Data);</div>
535<div class="line"><a name="l00437"></a><span class="lineno"> 437</span>&#160; <span class="keywordflow">break</span>;</div>
536<div class="line"><a name="l00438"></a><span class="lineno"> 438</span>&#160; }</div>
537<div class="line"><a name="l00439"></a><span class="lineno"> 439</span>&#160; <span class="keywordflow">case</span> DType::DType_INT32:</div>
538<div class="line"><a name="l00440"></a><span class="lineno"> 440</span>&#160; {</div>
539<div class="line"><a name="l00441"></a><span class="lineno"> 441</span>&#160; std::vector&lt;int32_t&gt; data(numElements, *<span class="keyword">static_cast&lt;</span><span class="keyword">const </span>int32_t*<span class="keyword">&gt;</span>(value));</div>
540<div class="line"><a name="l00442"></a><span class="lineno"> 442</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertI32toU8(data, uint8Data);</div>
541<div class="line"><a name="l00443"></a><span class="lineno"> 443</span>&#160; <span class="keywordflow">break</span>;</div>
542<div class="line"><a name="l00444"></a><span class="lineno"> 444</span>&#160; }</div>
543<div class="line"><a name="l00445"></a><span class="lineno"> 445</span>&#160; <span class="keywordflow">case</span> DType::DType_INT16:</div>
544<div class="line"><a name="l00446"></a><span class="lineno"> 446</span>&#160; {</div>
545<div class="line"><a name="l00447"></a><span class="lineno"> 447</span>&#160; std::vector&lt;int16_t&gt; data(numElements, *<span class="keyword">static_cast&lt;</span><span class="keyword">const </span>int16_t*<span class="keyword">&gt;</span>(value));</div>
546<div class="line"><a name="l00448"></a><span class="lineno"> 448</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertI16toU8(data, uint8Data);</div>
547<div class="line"><a name="l00449"></a><span class="lineno"> 449</span>&#160; <span class="keywordflow">break</span>;</div>
548<div class="line"><a name="l00450"></a><span class="lineno"> 450</span>&#160; }</div>
549<div class="line"><a name="l00451"></a><span class="lineno"> 451</span>&#160; <span class="keywordflow">case</span> DType::DType_INT8:</div>
550<div class="line"><a name="l00452"></a><span class="lineno"> 452</span>&#160; {</div>
551<div class="line"><a name="l00453"></a><span class="lineno"> 453</span>&#160; std::vector&lt;int8_t&gt; data(numElements, *<span class="keyword">static_cast&lt;</span><span class="keyword">const </span>int8_t*<span class="keyword">&gt;</span>(value));</div>
552<div class="line"><a name="l00454"></a><span class="lineno"> 454</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertI8toU8(data, uint8Data);</div>
553<div class="line"><a name="l00455"></a><span class="lineno"> 455</span>&#160; <span class="keywordflow">break</span>;</div>
554<div class="line"><a name="l00456"></a><span class="lineno"> 456</span>&#160; }</div>
555<div class="line"><a name="l00457"></a><span class="lineno"> 457</span>&#160; <span class="keywordflow">case</span> DType::DType_UINT8:</div>
556<div class="line"><a name="l00458"></a><span class="lineno"> 458</span>&#160; {</div>
557<div class="line"><a name="l00459"></a><span class="lineno"> 459</span>&#160; <span class="keyword">const</span> int8_t* copy_data = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span>int8_t*<span class="keyword">&gt;</span>(value);</div>
558<div class="line"><a name="l00460"></a><span class="lineno"> 460</span>&#160; uint8Data.assign(copy_data, copy_data + numElements);</div>
559<div class="line"><a name="l00461"></a><span class="lineno"> 461</span>&#160; <span class="keywordflow">break</span>;</div>
560<div class="line"><a name="l00462"></a><span class="lineno"> 462</span>&#160; }</div>
561<div class="line"><a name="l00463"></a><span class="lineno"> 463</span>&#160; <span class="keywordflow">case</span> DType::DType_INT4:</div>
562<div class="line"><a name="l00464"></a><span class="lineno"> 464</span>&#160; {</div>
563<div class="line"><a name="l00465"></a><span class="lineno"> 465</span>&#160; std::vector&lt;int8_t&gt; data(numElements, *<span class="keyword">static_cast&lt;</span><span class="keyword">const </span>int8_t*<span class="keyword">&gt;</span>(value));</div>
564<div class="line"><a name="l00466"></a><span class="lineno"> 466</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertI4toU8(data, uint8Data);</div>
565<div class="line"><a name="l00467"></a><span class="lineno"> 467</span>&#160; <span class="keywordflow">break</span>;</div>
566<div class="line"><a name="l00468"></a><span class="lineno"> 468</span>&#160; }</div>
567<div class="line"><a name="l00469"></a><span class="lineno"> 469</span>&#160; <span class="keywordflow">case</span> DType::DType_BOOL:</div>
568<div class="line"><a name="l00470"></a><span class="lineno"> 470</span>&#160; {</div>
569<div class="line"><a name="l00471"></a><span class="lineno"> 471</span>&#160; std::vector&lt;bool&gt; data(numElements, *<span class="keyword">static_cast&lt;</span><span class="keyword">const </span><span class="keywordtype">bool</span>*<span class="keyword">&gt;</span>(value));</div>
570<div class="line"><a name="l00472"></a><span class="lineno"> 472</span>&#160; <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> = TosaSerializationHandler::ConvertBooltoU8(data, uint8Data);</div>
571<div class="line"><a name="l00473"></a><span class="lineno"> 473</span>&#160; <span class="keywordflow">break</span>;</div>
572<div class="line"><a name="l00474"></a><span class="lineno"> 474</span>&#160; }</div>
573<div class="line"><a name="l00475"></a><span class="lineno"> 475</span>&#160; <span class="keywordflow">default</span>:</div>
574<div class="line"><a name="l00476"></a><span class="lineno"> 476</span>&#160; {</div>
575<div class="line"><a name="l00477"></a><span class="lineno"> 477</span>&#160; <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(<span class="stringliteral">&quot;CreateConstTosaData: An unsupported data type was encountered.&quot;</span>);</div>
576<div class="line"><a name="l00478"></a><span class="lineno"> 478</span>&#160; }</div>
577<div class="line"><a name="l00479"></a><span class="lineno"> 479</span>&#160; }</div>
578<div class="line"><a name="l00480"></a><span class="lineno"> 480</span>&#160; </div>
579<div class="line"><a name="l00481"></a><span class="lineno"> 481</span>&#160; <span class="keywordflow">if</span>(<a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">error</a> != tosa_err_t::TOSA_OK)</div>
580<div class="line"><a name="l00482"></a><span class="lineno"> 482</span>&#160; {</div>
581<div class="line"><a name="l00483"></a><span class="lineno"> 483</span>&#160; <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(<span class="stringliteral">&quot;CreateConstTosaData: An error occurred when converting constant data&quot;</span>);</div>
582<div class="line"><a name="l00484"></a><span class="lineno"> 484</span>&#160; }</div>
583<div class="line"><a name="l00485"></a><span class="lineno"> 485</span>&#160; </div>
584<div class="line"><a name="l00486"></a><span class="lineno"> 486</span>&#160; <span class="keywordflow">return</span> uint8Data;</div>
585<div class="line"><a name="l00487"></a><span class="lineno"> 487</span>&#160;}</div>
586<div class="line"><a name="l00488"></a><span class="lineno"> 488</span>&#160; </div>
587<div class="line"><a name="l00489"></a><span class="lineno"> 489</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> T&gt;</div>
588<div class="line"><a name="l00490"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#ae038cb156bd4e0999cd13cebe718697c"> 490</a></span>&#160;<span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="_tosa_operator_utils_8hpp.html#ae038cb156bd4e0999cd13cebe718697c">CreateConstTosaOperator</a>(<span class="keyword">const</span> std::string&amp; outputName,</div>
589<div class="line"><a name="l00491"></a><span class="lineno"> 491</span>&#160; <span class="keyword">const</span> T value,</div>
590<div class="line"><a name="l00492"></a><span class="lineno"> 492</span>&#160; DType dtype,</div>
591<div class="line"><a name="l00493"></a><span class="lineno"> 493</span>&#160; <span class="keyword">const</span> std::vector&lt;int32_t&gt;&amp; shape,</div>
592<div class="line"><a name="l00494"></a><span class="lineno"> 494</span>&#160; TosaSerializationOperator*&amp; op,</div>
593<div class="line"><a name="l00495"></a><span class="lineno"> 495</span>&#160; TosaSerializationTensor*&amp; tensor)</div>
594<div class="line"><a name="l00496"></a><span class="lineno"> 496</span>&#160;{</div>
595<div class="line"><a name="l00497"></a><span class="lineno"> 497</span>&#160; std::vector&lt;uint8_t&gt; uint8Data = <a class="code" href="_tosa_operator_utils_8hpp.html#a6ef3603ac04f6e9403a18e7ae47027be">CreateConstTosaData</a>(<span class="keyword">static_cast&lt;</span><span class="keyword">const </span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;value), dtype, shape);</div>
596<div class="line"><a name="l00498"></a><span class="lineno"> 498</span>&#160; </div>
597<div class="line"><a name="l00499"></a><span class="lineno"> 499</span>&#160; op = <span class="keyword">new</span> TosaSerializationOperator(Op_CONST, Attribute_NONE, <span class="keyword">nullptr</span>, {}, {outputName});</div>
598<div class="line"><a name="l00500"></a><span class="lineno"> 500</span>&#160; <a class="code" href="_exceptions_8hpp.html#a797787c23ad8c69dee5f2ae6e0c69d63">ARMNN_THROW_MSG_IF_FALSE</a>(op, <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>, <span class="stringliteral">&quot;CreateConstTosaOperator: failed to created operator&quot;</span>);</div>
599<div class="line"><a name="l00501"></a><span class="lineno"> 501</span>&#160; </div>
600<div class="line"><a name="l00502"></a><span class="lineno"> 502</span>&#160; tensor = <span class="keyword">new</span> TosaSerializationTensor(outputName, shape, dtype, uint8Data);</div>
601<div class="line"><a name="l00503"></a><span class="lineno"> 503</span>&#160; <a class="code" href="_exceptions_8hpp.html#a797787c23ad8c69dee5f2ae6e0c69d63">ARMNN_THROW_MSG_IF_FALSE</a>(tensor, <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>, <span class="stringliteral">&quot;CreateConstTosaOperator: failed to created tensor&quot;</span>);</div>
602<div class="line"><a name="l00504"></a><span class="lineno"> 504</span>&#160;}</div>
603<div class="line"><a name="l00505"></a><span class="lineno"> 505</span>&#160; </div>
604<div class="line"><a name="l00506"></a><span class="lineno"> 506</span>&#160;<span class="comment">// Macro to preserve usage of a code block as the TOSA library version advances. Parameters</span></div>
605<div class="line"><a name="l00507"></a><span class="lineno"> 507</span>&#160;<span class="comment">// specify the minimum version required by the code block.</span></div>
606<div class="line"><a name="l00508"></a><span class="lineno"><a class="line" href="_tosa_operator_utils_8hpp.html#a90bc0003d727e1afd74ddb842e1b52b8"> 508</a></span>&#160;<span class="preprocessor">#define TOSA_COMPAT_VERSION(_major, _minor, _patch) \</span></div>
607<div class="line"><a name="l00509"></a><span class="lineno"> 509</span>&#160;<span class="preprocessor"> (TOSA_VERSION_MAJOR &gt;= _major) || \</span></div>
608<div class="line"><a name="l00510"></a><span class="lineno"> 510</span>&#160;<span class="preprocessor"> (TOSA_VERSION_MINOR &gt;= _minor) || \</span></div>
609<div class="line"><a name="l00511"></a><span class="lineno"> 511</span>&#160;<span class="preprocessor"> (TOSA_VERSION_PATCH &gt;= _patch)</span></div>
610</div><!-- fragment --></div><!-- contents -->
611</div><!-- doc-content -->
612<div class="ttc" id="anamespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b">armnn::DataType::Boolean</a></div><div class="ttdeci">@ Boolean</div></div>
613<div class="ttc" id="aclassarmnn_1_1_input_slot_html_a7ddaf04177053a536f0e7be83a642bc6"><div class="ttname"><a href="classarmnn_1_1_input_slot.html#a7ddaf04177053a536f0e7be83a642bc6">armnn::InputSlot::GetOwningLayer</a></div><div class="ttdeci">Layer &amp; GetOwningLayer() const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00053">Layer.hpp:53</a></div></div>
614<div class="ttc" id="anamespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a></div><div class="ttdeci">@ Float32</div></div>
615<div class="ttc" id="aclassarmnn_1_1_layer_html_a0e36688a43c35668d8db5257274c68fe"><div class="ttname"><a href="classarmnn_1_1_layer.html#a0e36688a43c35668d8db5257274c68fe">armnn::Layer::GetOutputSlot</a></div><div class="ttdeci">const OutputSlot &amp; GetOutputSlot(unsigned int index=0) const override</div><div class="ttdoc">Get the const output slot handle by slot index.</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00339">Layer.hpp:339</a></div></div>
616<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a1e5b1f8dcc21f10bc7b0d8517e05049d"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a1e5b1f8dcc21f10bc7b0d8517e05049d">GenerateUniqueOutputName</a></div><div class="ttdeci">std::string GenerateUniqueOutputName(const Layer &amp;layer, uint32_t layerSlot=0)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00120">TosaOperatorUtils.hpp:120</a></div></div>
617<div class="ttc" id="a_tosa_operator_utils_8hpp_html_ae03fdd5482e75faa3b846bd021678f3b"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#ae03fdd5482e75faa3b846bd021678f3b">ConvertConstantTensorDataToBuffer</a></div><div class="ttdeci">std::vector&lt; uint8_t &gt; ConvertConstantTensorDataToBuffer(const std::shared_ptr&lt; ConstTensorHandle &gt; &amp;tensorHandle)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00333">TosaOperatorUtils.hpp:333</a></div></div>
618<div class="ttc" id="anamespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::DataType::QAsymmU8</a></div><div class="ttdeci">@ QAsymmU8</div></div>
619<div class="ttc" id="anamespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a9945327825b115e93a3b89f4302e76db"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a9945327825b115e93a3b89f4302e76db">armnn::DataType::QSymmS8</a></div><div class="ttdeci">@ QSymmS8</div></div>
620<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a35671e3e724e1c49b7865e1d0a26769c"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a35671e3e724e1c49b7865e1d0a26769c">TosaOpToString</a></div><div class="ttdeci">std::string TosaOpToString(Op tosaOp)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00179">TosaOperatorUtils.hpp:179</a></div></div>
621<div class="ttc" id="anamespacearmnn_html_a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282"><div class="ttname"><a href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">armnn::BoostLogSeverityMapping::error</a></div><div class="ttdeci">@ error</div></div>
622<div class="ttc" id="anamespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7">armnn::DataType::QSymmS16</a></div><div class="ttdeci">@ QSymmS16</div></div>
623<div class="ttc" id="anamespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6acdb56b2d2f73c26480207524f2dbe0af"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6acdb56b2d2f73c26480207524f2dbe0af">armnn::DataType::BFloat16</a></div><div class="ttdeci">@ BFloat16</div></div>
624<div class="ttc" id="a_tosa_operator_utils_8hpp_html_ae7494f1b7122e2adae3af16bd218d3fd"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#ae7494f1b7122e2adae3af16bd218d3fd">DtypeToArmNN</a></div><div class="ttdeci">DataType DtypeToArmNN(const DType type)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00052">TosaOperatorUtils.hpp:52</a></div></div>
625<div class="ttc" id="aclassarmnn_1_1_layer_html"><div class="ttname"><a href="classarmnn_1_1_layer.html">armnn::Layer</a></div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00230">Layer.hpp:230</a></div></div>
626<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a28514b014a4fe0841044f1868064bc65"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a28514b014a4fe0841044f1868064bc65">mainName</a></div><div class="ttdeci">const std::string mainName</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00019">TosaOperatorUtils.hpp:19</a></div></div>
627<div class="ttc" id="aclassarmnn_1_1_output_slot_html_a27545b353e48a739981d345b64bb9dc9"><div class="ttname"><a href="classarmnn_1_1_output_slot.html#a27545b353e48a739981d345b64bb9dc9">armnn::OutputSlot::CalculateIndexOnOwner</a></div><div class="ttdeci">unsigned int CalculateIndexOnOwner() const override</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8cpp_source.html#l00172">Layer.cpp:172</a></div></div>
628<div class="ttc" id="aclassarmnn_1_1_tensor_shape_html"><div class="ttname"><a href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00020">Tensor.hpp:20</a></div></div>
629<div class="ttc" id="aclassarmnn_1_1_output_slot_html_a7ddaf04177053a536f0e7be83a642bc6"><div class="ttname"><a href="classarmnn_1_1_output_slot.html#a7ddaf04177053a536f0e7be83a642bc6">armnn::OutputSlot::GetOwningLayer</a></div><div class="ttdeci">Layer &amp; GetOwningLayer() const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00132">Layer.hpp:132</a></div></div>
630<div class="ttc" id="anamespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55">armnn::DataType::Float16</a></div><div class="ttdeci">@ Float16</div></div>
631<div class="ttc" id="aclassarmnn_1_1_tensor_shape_html_a157e27d41e9f6b21f0d3c025fa47dc24"><div class="ttname"><a href="classarmnn_1_1_tensor_shape.html#a157e27d41e9f6b21f0d3c025fa47dc24">armnn::TensorShape::GetNumDimensions</a></div><div class="ttdeci">unsigned int GetNumDimensions() const</div><div class="ttdoc">Function that returns the tensor rank.</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8cpp_source.html#l00174">Tensor.cpp:174</a></div></div>
632<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a45d66f17ad6b0469e469f443b3e03226"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a></div><div class="ttdeci">DType ArmNNToDType(const DataType &amp;type)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00022">TosaOperatorUtils.hpp:22</a></div></div>
633<div class="ttc" id="anamespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">armnn::DataType</a></div><div class="ttdeci">DataType</div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.html#l00048">Types.hpp:48</a></div></div>
634<div class="ttc" id="aclassarmnn_1_1_layer_html_a8dc12f0ee5b232d397bd18ced1a72a64"><div class="ttname"><a href="classarmnn_1_1_layer.html#a8dc12f0ee5b232d397bd18ced1a72a64">armnn::Layer::GetGuid</a></div><div class="ttdeci">LayerGuid GetGuid() const final</div><div class="ttdoc">Returns the unique id of the layer.</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00343">Layer.hpp:343</a></div></div>
635<div class="ttc" id="aclassarmnn_1_1_exception_html"><div class="ttname"><a href="classarmnn_1_1_exception.html">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those.</div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.html#l00046">Exceptions.hpp:46</a></div></div>
636<div class="ttc" id="a_exceptions_8hpp_html_a797787c23ad8c69dee5f2ae6e0c69d63"><div class="ttname"><a href="_exceptions_8hpp.html#a797787c23ad8c69dee5f2ae6e0c69d63">ARMNN_THROW_MSG_IF_FALSE</a></div><div class="ttdeci">#define ARMNN_THROW_MSG_IF_FALSE(_cond, _except, _str)</div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.html#l00206">Exceptions.hpp:206</a></div></div>
637<div class="ttc" id="aclassarmnn_1_1_input_slot_html"><div class="ttname"><a href="classarmnn_1_1_input_slot.html">armnn::InputSlot</a></div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00042">Layer.hpp:42</a></div></div>
638<div class="ttc" id="anamespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7">armnn::DataType::Signed32</a></div><div class="ttdeci">@ Signed32</div></div>
639<div class="ttc" id="anamespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d">armnn::DataType::QAsymmS8</a></div><div class="ttdeci">@ QAsymmS8</div></div>
640<div class="ttc" id="a_tosa_operator_utils_8hpp_html_ae038cb156bd4e0999cd13cebe718697c"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#ae038cb156bd4e0999cd13cebe718697c">CreateConstTosaOperator</a></div><div class="ttdeci">void CreateConstTosaOperator(const std::string &amp;outputName, const T value, DType dtype, const std::vector&lt; int32_t &gt; &amp;shape, TosaSerializationOperator *&amp;op, TosaSerializationTensor *&amp;tensor)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00490">TosaOperatorUtils.hpp:490</a></div></div>
641<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a6ef3603ac04f6e9403a18e7ae47027be"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a6ef3603ac04f6e9403a18e7ae47027be">CreateConstTosaData</a></div><div class="ttdeci">std::vector&lt; uint8_t &gt; CreateConstTosaData(const void *value, DType dtype, const std::vector&lt; int32_t &gt; &amp;shape)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00402">TosaOperatorUtils.hpp:402</a></div></div>
642<div class="ttc" id="aclassarmnn_1_1_layer_html_ad8e15c530c929ab823d89ae9fd2d3f11"><div class="ttname"><a href="classarmnn_1_1_layer.html#ad8e15c530c929ab823d89ae9fd2d3f11">armnn::Layer::GetType</a></div><div class="ttdeci">LayerType GetType() const override</div><div class="ttdoc">Returns the armnn::LayerType of this layer.</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00286">Layer.hpp:286</a></div></div>
643<div class="ttc" id="a_tensor_8hpp_html"><div class="ttname"><a href="_tensor_8hpp.html">Tensor.hpp</a></div></div>
644<div class="ttc" id="a_tosa_operator_utils_8hpp_html_aa34dcb64c9084910170c230827c479a4"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#aa34dcb64c9084910170c230827c479a4">TosaDTypeToString</a></div><div class="ttdeci">std::string TosaDTypeToString(DType tosaDType)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00144">TosaOperatorUtils.hpp:144</a></div></div>
645<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a7d97964a65be4eb4a5b4109904f2e7f7"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a></div><div class="ttdeci">std::vector&lt; int32_t &gt; GetTosaTensorShape(const TensorShape &amp;shape)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00079">TosaOperatorUtils.hpp:79</a></div></div>
646<div class="ttc" id="aclassarmnn_1_1_input_slot_html_a9effd325a6d512a3f8ff4bd207d53255"><div class="ttname"><a href="classarmnn_1_1_input_slot.html#a9effd325a6d512a3f8ff4bd207d53255">armnn::InputSlot::GetConnectedOutputSlot</a></div><div class="ttdeci">const OutputSlot * GetConnectedOutputSlot() const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00056">Layer.hpp:56</a></div></div>
647<div class="ttc" id="anamespacearmnn_html"><div class="ttname"><a href="namespacearmnn.html">armnn</a></div><div class="ttdoc">Copyright (c) 2021 ARM Limited and Contributors.</div><div class="ttdef"><b>Definition:</b> <a href="01__00__quick__start_8dox_source.html#l00006">01_00_quick_start.dox:6</a></div></div>
648<div class="ttc" id="a_types_8hpp_html"><div class="ttname"><a href="_types_8hpp.html">Types.hpp</a></div></div>
649<div class="ttc" id="a_layer_8hpp_html"><div class="ttname"><a href="_layer_8hpp.html">Layer.hpp</a></div></div>
650<div class="ttc" id="anamespacearmnn_html_a56943a0946e5f15e5e58054b8e7a04a4a324118a6721dd6b8a9b9f4e327df2bf5"><div class="ttname"><a href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4a324118a6721dd6b8a9b9f4e327df2bf5">armnn::LayerType::Input</a></div><div class="ttdeci">@ Input</div></div>
651<div class="ttc" id="anamespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6ae1b3c9c6087a93b07c83e0b04f377a8d"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6ae1b3c9c6087a93b07c83e0b04f377a8d">armnn::DataType::Signed64</a></div><div class="ttdeci">@ Signed64</div></div>
652<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a8863b57c08a748fd2dd16880337f4b69"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a8863b57c08a748fd2dd16880337f4b69">GenerateUniqueInputName</a></div><div class="ttdeci">std::string GenerateUniqueInputName(const armnn::InputSlot &amp;slot)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00109">TosaOperatorUtils.hpp:109</a></div></div>
653<div class="ttc" id="aclassarmnn_1_1_output_slot_html_a048e8c1536cf6b8871b093a73a4a3a85"><div class="ttname"><a href="classarmnn_1_1_output_slot.html#a048e8c1536cf6b8871b093a73a4a3a85">armnn::OutputSlot::GetConnection</a></div><div class="ttdeci">const InputSlot * GetConnection(unsigned int index) const override</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8cpp_source.html#l00083">Layer.cpp:83</a></div></div>
654<div class="ttc" id="anamespacearmnn_html_a56943a0946e5f15e5e58054b8e7a04a4a29c2c02a361c9d7028472e5d92cd4a54"><div class="ttname"><a href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4a29c2c02a361c9d7028472e5d92cd4a54">armnn::LayerType::Output</a></div><div class="ttdeci">@ Output</div></div>
655<div class="ttc" id="anamespacearmnn_html_a56943a0946e5f15e5e58054b8e7a04a4acb17869fe51048b5a5c4c6106551a255"><div class="ttname"><a href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4acb17869fe51048b5a5c4c6106551a255">armnn::LayerType::Constant</a></div><div class="ttdeci">@ Constant</div></div>
656<div class="ttc" id="a_tosa_operator_utils_8hpp_html_aadc5d73bd0cb81999bcfdc62bce020e8"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a></div><div class="ttdeci">std::string GetUniqueTosaMappingID()</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00138">TosaOperatorUtils.hpp:138</a></div></div>
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660 <li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li class="navelem"><a class="el" href="dir_0f3cdec46afbc61a1ded8e1687c9c9a0.html">backends</a></li><li class="navelem"><a class="el" href="dir_3eeadfb79f8e6e284b92aba47a7684a1.html">tosaCommon</a></li><li class="navelem"><a class="el" href="dir_44a5c203710327e1068d2575c20cb7c6.html">operatorMappings</a></li><li class="navelem"><a class="el" href="_tosa_operator_utils_8hpp.html">TosaOperatorUtils.hpp</a></li>
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