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| <a href="_fused_convolution_batch_normalization_node_8h.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2019 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * of this software and associated documentation files (the "Software"), to</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * deal in the Software without restriction, including without limitation the</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> * furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#ifndef ARM_COMPUTE_GRAPH_FUSED_CONVOLUTION_BATCH_NORMALIZATION_NODE_H</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#define ARM_COMPUTE_GRAPH_FUSED_CONVOLUTION_BATCH_NORMALIZATION_NODE_H</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> </div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="preprocessor">#include "<a class="code" href="_i_node_8h.xhtml">arm_compute/graph/INode.h</a>"</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> </div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="keyword">namespace </span><a class="code" href="namespacearm__compute.xhtml">arm_compute</a></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> {</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="keyword">namespace </span>graph</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> {<span class="comment"></span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="comment">/** Batch Normalization node */</span></div><div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml"> 34</a></span> <span class="keyword">class </span><a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml">FusedConvolutionBatchNormalizationNode</a> final : <span class="keyword">public</span> <a class="code" href="classarm__compute_1_1graph_1_1_i_node.xhtml">INode</a></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> {</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="keyword">public</span>:<span class="comment"></span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="comment"> /** Constructor</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="comment"> *</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="comment"> * @param[in] epsilon Epsilon parameter.</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="comment"> * @param[in] info Convolution layer attributes.</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="comment"> * @param[in] num_groups (Optional) Number of groups (Defaults to 1)</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="comment"> * @param[in] method (Optional) Convolution method to use</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="comment"> * @param[in] fast_math_hint (Optional) Fast math hint</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="comment"> * @param[in] fused_activation (Optional) Fused activation layer. Disabled if not specified</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="comment"> */</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a25b36616fe5fb2e3eaa7f2483594c441">FusedConvolutionBatchNormalizationNode</a>(<span class="keywordtype">float</span> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#acd39aa81617eab4d3482fa904d5dee87">epsilon</a>, <a class="code" href="classarm__compute_1_1_pad_stride_info.xhtml">PadStrideInfo</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a4f4125dba5283887b34f889b1c615c0c">info</a>,</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a984881c2c9e6de259af8fcd4ecbc4d80">num_groups</a> = 1,</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <a class="code" href="namespacearm__compute_1_1graph.xhtml#a683661ae75dcb7aef16b9c9bde31517d">ConvolutionMethod</a> method = <a class="code" href="namespacearm__compute_1_1graph.xhtml#a683661ae75dcb7aef16b9c9bde31517da7a1920d61156abc05a60135aefe8bc67">ConvolutionMethod::Default</a>,</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <a class="code" href="namespacearm__compute_1_1graph.xhtml#ac85a46f3ebd3ab09f576a994ac2dce11">FastMathHint</a> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a807d0a897f65b2fa1f8ea92892fa2c2a">fast_math_hint</a> = <a class="code" href="namespacearm__compute_1_1graph.xhtml#ac85a46f3ebd3ab09f576a994ac2dce11ab9f5c797ebbf55adccdd8539a65a0241">FastMathHint::Disabled</a>,</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a32186582e0a6e02ed7ac3944f60b9c62">fused_activation</a> = <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a>());</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="comment"></span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="comment"> /** Epsilon parameter accessor</span></div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="comment"> *</span></div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> <span class="comment"> * @return Epsilon parameter</span></div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="comment"> */</span></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <span class="keywordtype">float</span> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#acd39aa81617eab4d3482fa904d5dee87">epsilon</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> <span class="comment"></span></div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="comment"> /** Returns fused activation</span></div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> <span class="comment"> *</span></div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> <span class="comment"> * @return Fused activation</span></div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> <span class="comment"> */</span></div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a32186582e0a6e02ed7ac3944f60b9c62">fused_activation</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> <span class="comment"></span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> <span class="comment"> /** Sets fused activation</span></div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> <span class="comment"> *</span></div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> <span class="comment"> * @param[in] fused_activation Fused activation to set</span></div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> <span class="comment"> */</span></div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keywordtype">void</span> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a8f9c3ed345d401dc02c5a8f34b284a33">set_fused_activation</a>(<a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a32186582e0a6e02ed7ac3944f60b9c62">fused_activation</a>);</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span> <span class="comment"></span></div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span> <span class="comment"> /** Computes convolution output descriptor</span></div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> <span class="comment"> *</span></div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> <span class="comment"> * @param[in] input_descriptor Input descriptor</span></div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <span class="comment"> * @param[in] weights_descriptor Weights descriptor</span></div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="comment"> * @param[in] info Convolution operation attributes</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> <span class="comment"> *</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <span class="comment"> * @return Output descriptor</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> <span class="comment"> */</span></div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="keyword">static</span> <a class="code" href="structarm__compute_1_1graph_1_1_tensor_descriptor.xhtml">TensorDescriptor</a> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a727fa63cc2bca1a370f00eecfa64a530">compute_output_descriptor</a>(<span class="keyword">const</span> <a class="code" href="structarm__compute_1_1graph_1_1_tensor_descriptor.xhtml">TensorDescriptor</a> &input_descriptor,</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="keyword">const</span> <a class="code" href="structarm__compute_1_1graph_1_1_tensor_descriptor.xhtml">TensorDescriptor</a> &weights_descriptor,</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_pad_stride_info.xhtml">PadStrideInfo</a> &<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a4f4125dba5283887b34f889b1c615c0c">info</a>);</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> <span class="comment"></span></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> <span class="comment"> /** Sets the convolution layer method to use</span></div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> <span class="comment"> *</span></div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> <span class="comment"> * @param[in] method Method to use for convolution</span></div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> <span class="comment"> */</span></div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="keywordtype">void</span> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a9d809efcf3df31392abc965f2cc3bae6">set_convolution_method</a>(<a class="code" href="namespacearm__compute_1_1graph.xhtml#a683661ae75dcb7aef16b9c9bde31517d">ConvolutionMethod</a> method);</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> <span class="comment"></span></div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> <span class="comment"> /** Number of groups in convolution accessor</span></div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> <span class="comment"> *</span></div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> <span class="comment"> * @return Number of groups in convolution</span></div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> <span class="comment"> */</span></div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a984881c2c9e6de259af8fcd4ecbc4d80">num_groups</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> <span class="comment"></span></div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> <span class="comment"> /** Convolution layer method accessor</span></div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> <span class="comment"> *</span></div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> <span class="comment"> * @note This is an indication on which convolution layer implementation to use,</span></div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> <span class="comment"> * if it fails to be created the library's heuristic approach will be used</span></div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span> <span class="comment"> *</span></div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> <span class="comment"> * @return Convolution layer method to be used by the node</span></div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span> <span class="comment"> */</span></div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <a class="code" href="namespacearm__compute_1_1graph.xhtml#a683661ae75dcb7aef16b9c9bde31517d">ConvolutionMethod</a> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a16b2c6652c4cee5b566daf018f768a42">convolution_method</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> <span class="comment"></span></div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> <span class="comment"> /** Sets the fast math fast hint</span></div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> <span class="comment"> *</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> <span class="comment"> * @param[in] hint Hint to use for convolution</span></div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span> <span class="comment"> */</span></div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="keywordtype">void</span> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a82ca2fe256cf9c4c201b74510d41852c">set_fast_math_hint</a>(<a class="code" href="namespacearm__compute_1_1graph.xhtml#ac85a46f3ebd3ab09f576a994ac2dce11">FastMathHint</a> hint);</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span> <span class="comment"></span></div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> <span class="comment"> /** Fast math hint accessor</span></div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> <span class="comment"> *</span></div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> <span class="comment"> * @return Fast math hint to be used by the node</span></div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> <span class="comment"> */</span></div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <a class="code" href="namespacearm__compute_1_1graph.xhtml#ac85a46f3ebd3ab09f576a994ac2dce11">FastMathHint</a> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a807d0a897f65b2fa1f8ea92892fa2c2a">fast_math_hint</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> <span class="comment"></span></div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span> <span class="comment"> /** Convolution metadata accessor</span></div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span> <span class="comment"> *</span></div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> <span class="comment"> * @return Convolution information</span></div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> <span class="comment"> */</span></div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <a class="code" href="classarm__compute_1_1_pad_stride_info.xhtml">PadStrideInfo</a> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#ad087f1f9aa1e444236911adf6c57df04">convolution_info</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> </div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  <span class="comment">// Inherited overridden methods:</span></div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <a class="code" href="namespacearm__compute_1_1graph.xhtml#acac9cbaeea226ed297804c012dc12b16">NodeType</a> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a65d13dc93e2df5e8ab725263cf9f4ac5">type</a>() <span class="keyword">const override</span>;</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  <span class="keywordtype">bool</span> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a6272eb9643b239dd0c1e7adde3ee093b">forward_descriptors</a>() <span class="keyword">override</span>;</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <a class="code" href="structarm__compute_1_1graph_1_1_tensor_descriptor.xhtml">TensorDescriptor</a> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a3f18a7449b9d7fc9e5fec212b8e61710">configure_output</a>(<span class="keywordtype">size_t</span> idx) <span class="keyword">const override</span>;</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <span class="keywordtype">void</span> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#adb48b5745c55605a2d4ec6f665bb7f3f">accept</a>(<a class="code" href="classarm__compute_1_1graph_1_1_i_node_visitor.xhtml">INodeVisitor</a> &v) <span class="keyword">override</span>;</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span> </div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00128"></a><span class="lineno"><a class="line" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#ab61ddeea8b783f64c3881a123bd7e1f2"> 128</a></span>  <span class="keyword">static</span> constexpr <a class="code" href="namespacearm__compute_1_1graph.xhtml#acac9cbaeea226ed297804c012dc12b16">NodeType</a> <a class="code" href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#ab61ddeea8b783f64c3881a123bd7e1f2">node_type</a> = <a class="code" href="namespacearm__compute_1_1graph.xhtml#acac9cbaeea226ed297804c012dc12b16a6f89e5fc5edf43300199d6bc8f5088de">NodeType::FusedConvolutionBatchNormalizationLayer</a>;</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> </div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span> <span class="keyword">private</span>:</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <span class="keywordtype">float</span> _epsilon;</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> </div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <a class="code" href="classarm__compute_1_1_pad_stride_info.xhtml">PadStrideInfo</a> _info;</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> _num_groups;</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <a class="code" href="namespacearm__compute_1_1graph.xhtml#a683661ae75dcb7aef16b9c9bde31517d">ConvolutionMethod</a> _method;</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  <a class="code" href="namespacearm__compute_1_1graph.xhtml#ac85a46f3ebd3ab09f576a994ac2dce11">FastMathHint</a> _fast_math_hint;</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a> _fused_activation;</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> };</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> </div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span> } <span class="comment">// namespace graph</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> } <span class="comment">// namespace arm_compute</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> <span class="preprocessor">#endif </span><span class="comment">/* ARM_COMPUTE_GRAPH_BATCH_NORMALIZATION_LAYER_NODE_H */</span><span class="preprocessor"></span></div><div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a65d13dc93e2df5e8ab725263cf9f4ac5"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a65d13dc93e2df5e8ab725263cf9f4ac5">arm_compute::graph::FusedConvolutionBatchNormalizationNode::type</a></div><div class="ttdeci">NodeType type() const override</div><div class="ttdoc">Returns node's type.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00139">FusedConvolutionBatchNormalizationNode.cpp:139</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a82ca2fe256cf9c4c201b74510d41852c"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a82ca2fe256cf9c4c201b74510d41852c">arm_compute::graph::FusedConvolutionBatchNormalizationNode::set_fast_math_hint</a></div><div class="ttdeci">void set_fast_math_hint(FastMathHint hint)</div><div class="ttdoc">Sets the fast math fast hint.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00061">FusedConvolutionBatchNormalizationNode.cpp:61</a></div></div> |
| <div class="ttc" id="structarm__compute_1_1graph_1_1_tensor_descriptor_xhtml"><div class="ttname"><a href="structarm__compute_1_1graph_1_1_tensor_descriptor.xhtml">arm_compute::graph::TensorDescriptor</a></div><div class="ttdoc">Tensor metadata class.</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_descriptor_8h_source.xhtml#l00038">TensorDescriptor.h:38</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_acd39aa81617eab4d3482fa904d5dee87"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#acd39aa81617eab4d3482fa904d5dee87">arm_compute::graph::FusedConvolutionBatchNormalizationNode::epsilon</a></div><div class="ttdeci">float epsilon() const</div><div class="ttdoc">Epsilon parameter accessor.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00051">FusedConvolutionBatchNormalizationNode.cpp:51</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a3f18a7449b9d7fc9e5fec212b8e61710"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a3f18a7449b9d7fc9e5fec212b8e61710">arm_compute::graph::FusedConvolutionBatchNormalizationNode::configure_output</a></div><div class="ttdeci">TensorDescriptor configure_output(size_t idx) const override</div><div class="ttdoc">Calculates output configuration.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00126">FusedConvolutionBatchNormalizationNode.cpp:126</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a6272eb9643b239dd0c1e7adde3ee093b"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a6272eb9643b239dd0c1e7adde3ee093b">arm_compute::graph::FusedConvolutionBatchNormalizationNode::forward_descriptors</a></div><div class="ttdeci">bool forward_descriptors() override</div><div class="ttdoc">Forwards descriptor information to outputs if possible.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00114">FusedConvolutionBatchNormalizationNode.cpp:114</a></div></div> |
| <div class="ttc" id="_i_node_8h_xhtml"><div class="ttname"><a href="_i_node_8h.xhtml">INode.h</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml">arm_compute::ActivationLayerInfo</a></div><div class="ttdoc">Activation Layer Information class.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l01615">Types.h:1615</a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml"><div class="ttname"><a href="namespacearm__compute.xhtml">arm_compute</a></div><div class="ttdoc">Copyright (c) 2017-2020 ARM Limited.</div><div class="ttdef"><b>Definition:</b> <a href="00__introduction_8dox_source.xhtml#l00024">00_introduction.dox:24</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml">arm_compute::graph::FusedConvolutionBatchNormalizationNode</a></div><div class="ttdoc">Batch Normalization node.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8h_source.xhtml#l00034">FusedConvolutionBatchNormalizationNode.h:34</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_ab61ddeea8b783f64c3881a123bd7e1f2"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#ab61ddeea8b783f64c3881a123bd7e1f2">arm_compute::graph::FusedConvolutionBatchNormalizationNode::node_type</a></div><div class="ttdeci">static constexpr NodeType node_type</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8h_source.xhtml#l00128">FusedConvolutionBatchNormalizationNode.h:128</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1graph_xhtml_ac85a46f3ebd3ab09f576a994ac2dce11ab9f5c797ebbf55adccdd8539a65a0241"><div class="ttname"><a href="namespacearm__compute_1_1graph.xhtml#ac85a46f3ebd3ab09f576a994ac2dce11ab9f5c797ebbf55adccdd8539a65a0241">arm_compute::graph::FastMathHint::Disabled</a></div><div class="ttdoc">Fast math disabled for Convolution layer.</div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a984881c2c9e6de259af8fcd4ecbc4d80"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a984881c2c9e6de259af8fcd4ecbc4d80">arm_compute::graph::FusedConvolutionBatchNormalizationNode::num_groups</a></div><div class="ttdeci">unsigned int num_groups() const</div><div class="ttdoc">Number of groups in convolution accessor.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00076">FusedConvolutionBatchNormalizationNode.cpp:76</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_ad087f1f9aa1e444236911adf6c57df04"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#ad087f1f9aa1e444236911adf6c57df04">arm_compute::graph::FusedConvolutionBatchNormalizationNode::convolution_info</a></div><div class="ttdeci">PadStrideInfo convolution_info() const</div><div class="ttdoc">Convolution metadata accessor.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00071">FusedConvolutionBatchNormalizationNode.cpp:71</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_i_node_xhtml"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_i_node.xhtml">arm_compute::graph::INode</a></div><div class="ttdoc">Node interface.</div><div class="ttdef"><b>Definition:</b> <a href="_i_node_8h_source.xhtml#l00045">INode.h:45</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a16b2c6652c4cee5b566daf018f768a42"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a16b2c6652c4cee5b566daf018f768a42">arm_compute::graph::FusedConvolutionBatchNormalizationNode::convolution_method</a></div><div class="ttdeci">ConvolutionMethod convolution_method() const</div><div class="ttdoc">Convolution layer method accessor.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00056">FusedConvolutionBatchNormalizationNode.cpp:56</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1graph_xhtml_acac9cbaeea226ed297804c012dc12b16"><div class="ttname"><a href="namespacearm__compute_1_1graph.xhtml#acac9cbaeea226ed297804c012dc12b16">arm_compute::graph::NodeType</a></div><div class="ttdeci">NodeType</div><div class="ttdoc">Supported nodes.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2graph_2_types_8h_source.xhtml#l00132">Types.h:132</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a807d0a897f65b2fa1f8ea92892fa2c2a"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a807d0a897f65b2fa1f8ea92892fa2c2a">arm_compute::graph::FusedConvolutionBatchNormalizationNode::fast_math_hint</a></div><div class="ttdeci">FastMathHint fast_math_hint() const</div><div class="ttdoc">Fast math hint accessor.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00066">FusedConvolutionBatchNormalizationNode.cpp:66</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_pad_stride_info_xhtml"><div class="ttname"><a href="classarm__compute_1_1_pad_stride_info.xhtml">arm_compute::PadStrideInfo</a></div><div class="ttdoc">Padding and stride information class.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00686">Types.h:686</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a32186582e0a6e02ed7ac3944f60b9c62"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a32186582e0a6e02ed7ac3944f60b9c62">arm_compute::graph::FusedConvolutionBatchNormalizationNode::fused_activation</a></div><div class="ttdeci">ActivationLayerInfo fused_activation() const</div><div class="ttdoc">Returns fused activation.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00081">FusedConvolutionBatchNormalizationNode.cpp:81</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1graph_xhtml_ac85a46f3ebd3ab09f576a994ac2dce11"><div class="ttname"><a href="namespacearm__compute_1_1graph.xhtml#ac85a46f3ebd3ab09f576a994ac2dce11">arm_compute::graph::FastMathHint</a></div><div class="ttdeci">FastMathHint</div><div class="ttdoc">Enable or disable fast math for Convolution layer.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2graph_2_types_8h_source.xhtml#l00125">Types.h:125</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a727fa63cc2bca1a370f00eecfa64a530"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a727fa63cc2bca1a370f00eecfa64a530">arm_compute::graph::FusedConvolutionBatchNormalizationNode::compute_output_descriptor</a></div><div class="ttdeci">static TensorDescriptor compute_output_descriptor(const TensorDescriptor &input_descriptor, const TensorDescriptor &weights_descriptor, const PadStrideInfo &info)</div><div class="ttdoc">Computes convolution output descriptor.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00091">FusedConvolutionBatchNormalizationNode.cpp:91</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1graph_xhtml_a683661ae75dcb7aef16b9c9bde31517d"><div class="ttname"><a href="namespacearm__compute_1_1graph.xhtml#a683661ae75dcb7aef16b9c9bde31517d">arm_compute::graph::ConvolutionMethod</a></div><div class="ttdeci">ConvolutionMethod</div><div class="ttdoc">Supported Convolution layer methods.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2graph_2_types_8h_source.xhtml#l00108">Types.h:108</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a25b36616fe5fb2e3eaa7f2483594c441"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a25b36616fe5fb2e3eaa7f2483594c441">arm_compute::graph::FusedConvolutionBatchNormalizationNode::FusedConvolutionBatchNormalizationNode</a></div><div class="ttdeci">FusedConvolutionBatchNormalizationNode(float epsilon, PadStrideInfo info, unsigned int num_groups=1, ConvolutionMethod method=ConvolutionMethod::Default, FastMathHint fast_math_hint=FastMathHint::Disabled, ActivationLayerInfo fused_activation=ActivationLayerInfo())</div><div class="ttdoc">Constructor.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00035">FusedConvolutionBatchNormalizationNode.cpp:35</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_adb48b5745c55605a2d4ec6f665bb7f3f"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#adb48b5745c55605a2d4ec6f665bb7f3f">arm_compute::graph::FusedConvolutionBatchNormalizationNode::accept</a></div><div class="ttdeci">void accept(INodeVisitor &v) override</div><div class="ttdoc">Accepts a node visitor.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00144">FusedConvolutionBatchNormalizationNode.cpp:144</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1graph_xhtml_a683661ae75dcb7aef16b9c9bde31517da7a1920d61156abc05a60135aefe8bc67"><div class="ttname"><a href="namespacearm__compute_1_1graph.xhtml#a683661ae75dcb7aef16b9c9bde31517da7a1920d61156abc05a60135aefe8bc67">arm_compute::graph::ConvolutionMethod::Default</a></div><div class="ttdoc">Default approach using internal heuristics.</div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a9d809efcf3df31392abc965f2cc3bae6"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a9d809efcf3df31392abc965f2cc3bae6">arm_compute::graph::FusedConvolutionBatchNormalizationNode::set_convolution_method</a></div><div class="ttdeci">void set_convolution_method(ConvolutionMethod method)</div><div class="ttdoc">Sets the convolution layer method to use.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00046">FusedConvolutionBatchNormalizationNode.cpp:46</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_i_node_visitor_xhtml"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_i_node_visitor.xhtml">arm_compute::graph::INodeVisitor</a></div><div class="ttdoc">Node visitor interface.</div><div class="ttdef"><b>Definition:</b> <a href="_i_node_visitor_8h_source.xhtml#l00034">INodeVisitor.h:34</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a4f4125dba5283887b34f889b1c615c0c"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a4f4125dba5283887b34f889b1c615c0c">arm_compute::test::validation::info</a></div><div class="ttdeci">info</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_layer_8cpp_source.xhtml#l00182">ConvolutionLayer.cpp:182</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1graph_xhtml_acac9cbaeea226ed297804c012dc12b16a6f89e5fc5edf43300199d6bc8f5088de"><div class="ttname"><a href="namespacearm__compute_1_1graph.xhtml#acac9cbaeea226ed297804c012dc12b16a6f89e5fc5edf43300199d6bc8f5088de">arm_compute::graph::NodeType::FusedConvolutionBatchNormalizationLayer</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node_xhtml_a8f9c3ed345d401dc02c5a8f34b284a33"><div class="ttname"><a href="classarm__compute_1_1graph_1_1_fused_convolution_batch_normalization_node.xhtml#a8f9c3ed345d401dc02c5a8f34b284a33">arm_compute::graph::FusedConvolutionBatchNormalizationNode::set_fused_activation</a></div><div class="ttdeci">void set_fused_activation(ActivationLayerInfo fused_activation)</div><div class="ttdoc">Sets fused activation.</div><div class="ttdef"><b>Definition:</b> <a href="_fused_convolution_batch_normalization_node_8cpp_source.xhtml#l00086">FusedConvolutionBatchNormalizationNode.cpp:86</a></div></div> |
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