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+<div class="title">ResizeOperator.hpp File Reference</div>  </div>
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+<div class="textblock"><code>#include &quot;<a class="el" href="_tosa_operator_utils_8hpp_source.html">TosaOperatorUtils.hpp</a>&quot;</code><br />
+</div><div class="textblock"><div class="dynheader">
+Include dependency graph for ResizeOperator.hpp:</div>
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+<p><a href="_resize_operator_8hpp_source.html">Go to the source code of this file.</a></p>
+<table class="memberdecls">
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+Functions</h2></td></tr>
+<tr class="memitem:a2d3025955bdbf8fa2663b4656aebe410"><td class="memItemLeft" align="right" valign="top">TosaSerializationBasicBlock *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="_resize_operator_8hpp.html#a2d3025955bdbf8fa2663b4656aebe410">ConvertResizeToTosaOperator</a> (const <a class="el" href="classarmnn_1_1_layer.html">Layer</a> *inputSize, const std::vector&lt; const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * &gt; &amp;outputSize, const std::vector&lt; const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * &gt; &amp;scale_n, const <a class="el" href="structarmnn_1_1_resize_descriptor.html">ResizeDescriptor</a> *scale_d)</td></tr>
+<tr class="separator:a2d3025955bdbf8fa2663b4656aebe410"><td class="memSeparator" colspan="2">&#160;</td></tr>
+</table>
+<h2 class="groupheader">Function Documentation</h2>
+<a id="a2d3025955bdbf8fa2663b4656aebe410"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a2d3025955bdbf8fa2663b4656aebe410">&#9670;&nbsp;</a></span>ConvertResizeToTosaOperator()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">TosaSerializationBasicBlock* ConvertResizeToTosaOperator </td>
+          <td>(</td>
+          <td class="paramtype">const <a class="el" href="classarmnn_1_1_layer.html">Layer</a> *&#160;</td>
+          <td class="paramname"><em>inputSize</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const std::vector&lt; const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * &gt; &amp;&#160;</td>
+          <td class="paramname"><em>outputSize</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const std::vector&lt; const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * &gt; &amp;&#160;</td>
+          <td class="paramname"><em>scale_n</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" href="structarmnn_1_1_resize_descriptor.html">ResizeDescriptor</a> *&#160;</td>
+          <td class="paramname"><em>scale_d</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="_resize_operator_8cpp_source.html#l00015">15</a> of file <a class="el" href="_resize_operator_8cpp_source.html">ResizeOperator.cpp</a>.</p>
+<div class="fragment"><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;{</div>
+<div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;    <a class="code" href="_exceptions_8hpp.html#a5b0cd1f24b12298894d6367f186ea6dc">ARMNN_THROW_INVALIDARG_MSG_IF_FALSE</a>( inputs.size() == 1,</div>
+<div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;                                         <span class="stringliteral">&quot;ConvertResizeToTosaOperator: Resize must have only one input.&quot;</span> );</div>
+<div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;    <a class="code" href="_exceptions_8hpp.html#a5b0cd1f24b12298894d6367f186ea6dc">ARMNN_THROW_INVALIDARG_MSG_IF_FALSE</a>( resizeDescriptor-&gt;m_DataLayout == DataLayout::NHWC,</div>
+<div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;                                         <span class="stringliteral">&quot;ConvertResizeToTosaOperator: NCHW not supported.&quot;</span>);</div>
+<div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160; </div>
+<div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;    ResizeMode mode;</div>
+<div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;    <span class="keywordflow">if</span> (resizeDescriptor-&gt;m_Method == ResizeMethod::NearestNeighbor)</div>
+<div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;    {</div>
+<div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;        mode = tosa::ResizeMode_NEAREST;</div>
+<div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;    }</div>
+<div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;    <span class="keywordflow">else</span> <span class="keywordflow">if</span> (resizeDescriptor-&gt;m_Method == ResizeMethod::Bilinear)</div>
+<div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;    {</div>
+<div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;        mode = tosa::ResizeMode_BILINEAR;</div>
+<div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;        <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_invalid_argument_exception.html">armnn::InvalidArgumentException</a>(<span class="stringliteral">&quot;ConvertResizeToTosaOperator: Unimplemented Resize method.&quot;</span>);</div>
+<div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;    }</div>
+<div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;    <span class="keywordflow">else</span></div>
+<div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;    {</div>
+<div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;        <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_invalid_argument_exception.html">armnn::InvalidArgumentException</a>(<span class="stringliteral">&quot;ConvertResizeToTosaOperator: Unsupported Resize method.&quot;</span>);</div>
+<div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;    }</div>
+<div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160; </div>
+<div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;    std::string inputName = std::string(<span class="stringliteral">&quot;input0_&quot;</span>);</div>
+<div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;    std::string outputName = std::string(<span class="stringliteral">&quot;output0_&quot;</span>);</div>
+<div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;    std::string blockName  = std::string(<span class="stringliteral">&quot;Op_RESIZE_block_&quot;</span>) + <a class="code" href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a>();</div>
+<div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160; </div>
+<div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;    <span class="comment">// If a layer is present then the block will be used for execution, so input and output names need to be determined</span></div>
+<div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;    <span class="comment">// using the previous and following layers so the graph is connected correctly. For validation this doesn&#39;t matter.</span></div>
+<div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;    <span class="keywordflow">if</span>(layer != <span class="keyword">nullptr</span>)</div>
+<div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;    {</div>
+<div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;        <span class="comment">// Get the layers connected to the input slots and determine unique tensor names.</span></div>
+<div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;        <a class="code" href="classarmnn_1_1_layer.html">Layer</a>&amp; connectedLayer = layer-&gt;<a class="code" href="classarmnn_1_1_layer.html#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0).<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>
+<div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;        inputName = <a class="code" href="_tosa_operator_utils_8hpp.html#a1640c964a461e8580837a79829a5c197">GenerateUniqueName</a>(connectedLayer, 0);</div>
+<div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160; </div>
+<div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;        <span class="comment">// Determine unique output tensor name.</span></div>
+<div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;        outputName = <a class="code" href="_tosa_operator_utils_8hpp.html#a246662c69dac647833be50ba6dcee024">GenerateUniqueOutputName</a>(*layer, 0);</div>
+<div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    }</div>
+<div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160; </div>
+<div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;    int32_t inputHeight = <span class="keyword">static_cast&lt;</span>int32_t<span class="keyword">&gt;</span>(inputs[0]-&gt;GetShape()[1]);</div>
+<div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;    int32_t inputWidth = <span class="keyword">static_cast&lt;</span>int32_t<span class="keyword">&gt;</span>(inputs[0]-&gt;GetShape()[2]);</div>
+<div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160; </div>
+<div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    int32_t outputHeight = <span class="keyword">static_cast&lt;</span>int32_t<span class="keyword">&gt;</span>(resizeDescriptor-&gt;m_TargetHeight);</div>
+<div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;    int32_t outputWidth = <span class="keyword">static_cast&lt;</span>int32_t<span class="keyword">&gt;</span>(resizeDescriptor-&gt;m_TargetWidth);</div>
+<div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;    <span class="keywordtype">bool</span> alignCorners = resizeDescriptor-&gt;m_AlignCorners;</div>
+<div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;    <span class="keywordtype">bool</span> halfPixel = resizeDescriptor-&gt;m_HalfPixelCenters;</div>
+<div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160; </div>
+<div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    <span class="comment">// Go from ArmNN parameters (outputShape, halfPixel and alignedCorners)</span></div>
+<div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;    <span class="comment">// to TOSA parameters (scale, offset and border)</span></div>
+<div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;    <span class="comment">// Align corners sets the scaling ratio to (O - 1)/(I - 1) rather than O / I.</span></div>
+<div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    <span class="keyword">auto</span> preprocessResizeParameters = [&amp;](<span class="keywordtype">int</span> inputSize, <span class="keywordtype">int</span> outputSize, <span class="keywordtype">int</span>&amp; scale_n, <span class="keywordtype">int</span>&amp; scale_d, <span class="keywordtype">int</span>&amp; offset)</div>
+<div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;    {</div>
+<div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;        <span class="comment">// Dimension is length 1, we are just sampling from one value.</span></div>
+<div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;        <span class="keywordflow">if</span> (inputSize == 1)</div>
+<div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;        {</div>
+<div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;            scale_n = outputSize;</div>
+<div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;            scale_d = 1;</div>
+<div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;            offset = 0;</div>
+<div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;            <span class="keywordflow">return</span>;</div>
+<div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;        }</div>
+<div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160; </div>
+<div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;        <span class="comment">// Apply if aligned and capable to be aligned.</span></div>
+<div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;        <span class="comment">// Align corners sets the scaling ratio to (OH - 1)/(IH - 1) rather than OH / IH. Same for width.</span></div>
+<div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;        <span class="keywordtype">bool</span> applyAligned = alignCorners &amp;&amp; (outputSize &gt; 1);</div>
+<div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;        scale_n = applyAligned ? (outputSize - 1) : outputSize;</div>
+<div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;        scale_d = applyAligned ? (inputSize - 1) : inputSize;</div>
+<div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160; </div>
+<div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;        <span class="comment">// Simplify the scales, make sure they are even values.</span></div>
+<div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;        <span class="keywordtype">int</span> gcd = std::gcd(scale_n, scale_d);</div>
+<div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;        scale_n = 2 * scale_n / gcd;</div>
+<div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;        scale_d = 2 * scale_d / gcd;</div>
+<div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160; </div>
+<div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;        <span class="comment">// If half pixel centers then input and output sampling positions are offset by 1/2 pixel.</span></div>
+<div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;        offset = halfPixel ? (scale_d / 2 - scale_n / 2) : 0;</div>
+<div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160; </div>
+<div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;        <span class="comment">// Reduce the scaling ratio if possible, we know scale_n and scale_d are even</span></div>
+<div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;        <span class="keywordflow">if</span> ((offset &amp; 1) == 0)</div>
+<div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;        {</div>
+<div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;            scale_n /= 2;</div>
+<div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;            scale_d /= 2;</div>
+<div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;            offset /= 2;</div>
+<div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;        }</div>
+<div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;    };</div>
+<div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160; </div>
+<div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;    <span class="keywordtype">int</span> scale_y_n, scale_y_d, offset_y;</div>
+<div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    <span class="keywordtype">int</span> scale_x_n, scale_x_d, offset_x;</div>
+<div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    preprocessResizeParameters(inputHeight, outputHeight, scale_y_n, scale_y_d, offset_y);</div>
+<div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;    preprocessResizeParameters(inputWidth, outputWidth, scale_x_n, scale_x_d, offset_x);</div>
+<div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160; </div>
+<div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;    <span class="keywordtype">int</span> border_y = scale_y_d * (outputHeight - 1) - scale_y_n * (inputHeight - 1) + offset_y;</div>
+<div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;    <span class="keywordtype">int</span> border_x = scale_x_d * (outputWidth - 1) - scale_x_n * (inputWidth - 1) + offset_x;</div>
+<div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160; </div>
+<div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    <span class="comment">// [scale_y_n, scale_y_d, scale_x_n, scale_x_d]</span></div>
+<div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;    std::vector&lt;int16_t&gt; scale = { <span class="keyword">static_cast&lt;</span>int16_t<span class="keyword">&gt;</span>(scale_y_n),</div>
+<div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;                                   <span class="keyword">static_cast&lt;</span>int16_t<span class="keyword">&gt;</span>(scale_y_d),</div>
+<div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;                                   <span class="keyword">static_cast&lt;</span>int16_t<span class="keyword">&gt;</span>(scale_x_n),</div>
+<div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;                                   <span class="keyword">static_cast&lt;</span>int16_t<span class="keyword">&gt;</span>(scale_x_d) };</div>
+<div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160; </div>
+<div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;    <span class="comment">// [offset_y, offset_x]</span></div>
+<div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;    std::vector&lt;int16_t&gt; offset = { <span class="keyword">static_cast&lt;</span>int16_t<span class="keyword">&gt;</span>(offset_y),</div>
+<div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;                                    <span class="keyword">static_cast&lt;</span>int16_t<span class="keyword">&gt;</span>(offset_x) };</div>
+<div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;    <span class="comment">// [border_y, border_x]</span></div>
+<div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;    std::vector&lt;int16_t&gt; border = { <span class="keyword">static_cast&lt;</span>int16_t<span class="keyword">&gt;</span>(border_y),</div>
+<div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;                                    <span class="keyword">static_cast&lt;</span>int16_t<span class="keyword">&gt;</span>(border_x) };</div>
+<div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160; </div>
+<div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;    <span class="keyword">auto</span> isInt16Range = [](<span class="keywordtype">int</span> x)</div>
+<div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;    {</div>
+<div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;        <span class="keywordflow">return</span> (x &lt;= std::numeric_limits&lt;int16_t&gt;::max()) &amp;&amp; (x &gt;= std::numeric_limits&lt;int16_t&gt;::min());</div>
+<div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;    };</div>
+<div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160; </div>
+<div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;    <span class="keywordflow">if</span> (inputs[0]-&gt;IsQuantized())</div>
+<div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;    {</div>
+<div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;        <span class="comment">// It isn&#39;t commonly seen these numbers aren&#39;t fit within 16 bits, and won&#39;t match TFLite reference.</span></div>
+<div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;        <span class="keywordflow">if</span> (!isInt16Range(scale_y_n) || !isInt16Range(scale_y_d) ||</div>
+<div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;            !isInt16Range(scale_x_n) || !isInt16Range(scale_x_d) ||</div>
+<div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;            !isInt16Range(offset_y) || !isInt16Range(offset_x) ||</div>
+<div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;            !isInt16Range(border_y) || !isInt16Range(border_x))</div>
+<div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;        {</div>
+<div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;            <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(<span class="stringliteral">&quot;ConvertResizeToTosaOperator: stride or offset out of 16 bit range&quot;</span>);</div>
+<div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;        }</div>
+<div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;    }</div>
+<div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160; </div>
+<div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;    TosaResizeAttribute resizeAttribute(scale, offset, border, mode);</div>
+<div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160; </div>
+<div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;    <span class="keyword">auto</span>* op = <span class="keyword">new</span> TosaSerializationOperator(Op_RESIZE,</div>
+<div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;                                             Attribute_ResizeAttribute,</div>
+<div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;                                             &amp;resizeAttribute,</div>
+<div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;                                             {inputName},</div>
+<div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;                                             {outputName});</div>
+<div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160; </div>
+<div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;    std::vector&lt;TosaSerializationTensor*&gt; tensors;</div>
+<div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160; </div>
+<div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;    <span class="comment">// Only add input tensors if connected layer is an input layer.</span></div>
+<div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;    <span class="comment">// As intermediate or constant tensors will be created separately.</span></div>
+<div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;    <span class="comment">// There also can&#39;t be duplicate tensor.</span></div>
+<div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;    <span class="keywordflow">if</span>(inputName.find(<span class="stringliteral">&quot;input0_&quot;</span>) != std::string::npos)</div>
+<div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;    {</div>
+<div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;        std::vector&lt;int32_t&gt; inputShape = <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(inputs[0]-&gt;GetShape());</div>
+<div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;        DType inputDType = <a class="code" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(inputs[0]-&gt;GetDataType());</div>
+<div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160; </div>
+<div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;        tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(inputName, inputShape, inputDType, {}));</div>
+<div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;    }</div>
+<div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160; </div>
+<div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;    std::vector&lt;int32_t&gt; outputShape = <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(outputs[0]-&gt;GetShape());</div>
+<div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;    DType outputDType = <a class="code" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(outputs[0]-&gt;GetDataType());</div>
+<div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160; </div>
+<div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;    tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(outputName, outputShape, outputDType, {}));</div>
+<div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160; </div>
+<div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;    <span class="comment">// operatorInputNames/operatorOutputNames ends up being the same as</span></div>
+<div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;    <span class="comment">// blockInputNames/blockOutputNames for one-to-one ArmNN to TOSA mappings</span></div>
+<div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">new</span> TosaSerializationBasicBlock(blockName, <span class="comment">// name</span></div>
+<div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;                                           <a class="code" href="_tosa_operator_utils_8hpp.html#a28514b014a4fe0841044f1868064bc65">mainName</a>, <span class="comment">// region name</span></div>
+<div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;                                           {op}, <span class="comment">// operators</span></div>
+<div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;                                           tensors, <span class="comment">// tensors</span></div>
+<div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;                                           {inputName}, <span class="comment">// inputs</span></div>
+<div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;                                           {outputName}); <span class="comment">// outputs</span></div>
+<div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;}</div>
+</div><!-- fragment -->
+<p class="reference">References <a class="el" href="_exceptions_8hpp_source.html#l00210">ARMNN_THROW_INVALIDARG_MSG_IF_FALSE</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00063">GenerateUniqueName()</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00082">GenerateUniqueOutputName()</a>, <a class="el" href="_layer_8hpp_source.html#l00056">InputSlot::GetConnectedOutputSlot()</a>, <a class="el" href="_layer_8hpp_source.html#l00337">Layer::GetInputSlot()</a>, <a class="el" href="_layer_8hpp_source.html#l00132">OutputSlot::GetOwningLayer()</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00052">GetTosaTensorShape()</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00100">GetUniqueTosaMappingID()</a>, <a class="el" href="_descriptors_8hpp_source.html#l01016">ResizeDescriptor::m_AlignCorners</a>, <a class="el" href="_descriptors_8hpp_source.html#l01014">ResizeDescriptor::m_DataLayout</a>, <a class="el" href="_descriptors_8hpp_source.html#l01018">ResizeDescriptor::m_HalfPixelCenters</a>, <a class="el" href="_descriptors_8hpp_source.html#l01012">ResizeDescriptor::m_Method</a>, <a class="el" href="_descriptors_8hpp_source.html#l01009">ResizeDescriptor::m_TargetHeight</a>, and <a class="el" href="_descriptors_8hpp_source.html#l01007">ResizeDescriptor::m_TargetWidth</a>.</p>
+
+<p class="reference">Referenced by <a class="el" href="_tosa_mappings_8cpp_source.html#l00018">GetTosaMapping()</a>.</p>
+
+</div>
+</div>
+</div><!-- contents -->
+</div><!-- doc-content -->
+<div class="ttc" id="aclassarmnn_1_1_layer_html_acf8b8e23bf647836592982f97088d375"><div class="ttname"><a href="classarmnn_1_1_layer.html#acf8b8e23bf647836592982f97088d375">armnn::Layer::GetInputSlot</a></div><div class="ttdeci">const InputSlot &amp; GetInputSlot(unsigned int index) const override</div><div class="ttdoc">Get a const input slot handle by slot index.</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00337">Layer.hpp:337</a></div></div>
+<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>
+<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>
+<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>
+<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>
+<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a246662c69dac647833be50ba6dcee024"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a246662c69dac647833be50ba6dcee024">GenerateUniqueOutputName</a></div><div class="ttdeci">std::string GenerateUniqueOutputName(const Layer &amp;layer, uint32_t layerSlot)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00082">TosaOperatorUtils.hpp:82</a></div></div>
+<div class="ttc" id="aclassarmnn_1_1_invalid_argument_exception_html"><div class="ttname"><a href="classarmnn_1_1_invalid_argument_exception.html">armnn::InvalidArgumentException</a></div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.html#l00080">Exceptions.hpp:80</a></div></div>
+<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>
+<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a1640c964a461e8580837a79829a5c197"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a1640c964a461e8580837a79829a5c197">GenerateUniqueName</a></div><div class="ttdeci">std::string GenerateUniqueName(const Layer &amp;layer, uint32_t layerSlot)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00063">TosaOperatorUtils.hpp:63</a></div></div>
+<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#l00052">TosaOperatorUtils.hpp:52</a></div></div>
+<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>
+<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#l00100">TosaOperatorUtils.hpp:100</a></div></div>
+<div class="ttc" id="a_exceptions_8hpp_html_a5b0cd1f24b12298894d6367f186ea6dc"><div class="ttname"><a href="_exceptions_8hpp.html#a5b0cd1f24b12298894d6367f186ea6dc">ARMNN_THROW_INVALIDARG_MSG_IF_FALSE</a></div><div class="ttdeci">#define ARMNN_THROW_INVALIDARG_MSG_IF_FALSE(_cond, _str)</div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.html#l00210">Exceptions.hpp:210</a></div></div>
+<!-- start footer part -->
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+    <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="_resize_operator_8hpp.html">ResizeOperator.hpp</a></li>
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