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+<a href="_permute_as_reshape_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><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;</div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_optimization_8hpp.html">Optimization.hpp</a>&quot;</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;</div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacearmnn.html">armnn</a></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;{</div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="keyword">namespace </span>optimizations</div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;{</div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;</div><div class="line"><a name="l00014"></a><span class="lineno"><a class="line" href="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl.html">   14</a></span>&#160;<span class="keyword">class </span><a class="code" href="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl.html">PermuteAsReshapeImpl</a></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;{</div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00018"></a><span class="lineno"><a class="line" href="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl.html#a7cfd1a6e7722db6e3002642e2f6e89e0">   18</a></span>&#160;    <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl.html#a7cfd1a6e7722db6e3002642e2f6e89e0">Run</a>(<a class="code" href="classarmnn_1_1_graph.html">Graph</a>&amp; graph, <a class="code" href="classarmnn_1_1_permute_layer.html">PermuteLayer</a>&amp; permute)<span class="keyword"> const</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;        <span class="keywordflow">if</span> (IsReshape(permute))</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;        {</div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;            <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.html">TensorInfo</a>&amp; outInfo = permute.<a class="code" href="classarmnn_1_1_layer.html#af2c0edc7ea62a8baaec4d3d9b2b09256">GetOutputHandler</a>().<a class="code" href="classarmnn_1_1_output_handler.html#a66e8f43a5b42b500871ed96e15419567">GetTensorInfo</a>();</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;</div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;            <span class="keyword">const</span> std::string name = std::string(<span class="stringliteral">&quot;as_reshape-&quot;</span>) + permute.<a class="code" href="classarmnn_1_1_layer.html#a7ddf0cf6f620d59c10e63495ace795d0">GetName</a>();</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;            <span class="keyword">const</span> <a class="code" href="structarmnn_1_1_reshape_descriptor.html">ReshapeDescriptor</a> descriptor{outInfo.<a class="code" href="classarmnn_1_1_tensor_info.html#a8b5d0f8a24e9d9238f412260a552acf8">GetShape</a>()};</div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;            <span class="comment">// Inserts NewLayer so layers don&#39;t need to be re-sorted.</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;            <span class="keyword">auto</span> reshape = graph.<a class="code" href="classarmnn_1_1_graph.html#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a>&lt;<a class="code" href="classarmnn_1_1_reshape_layer.html">ReshapeLayer</a>&gt;(permute.<a class="code" href="classarmnn_1_1_layer.html#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), descriptor, name.c_str());</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;            reshape-&gt;<a class="code" href="classarmnn_1_1_layer.html#af2c0edc7ea62a8baaec4d3d9b2b09256">GetOutputHandler</a>().<a class="code" href="classarmnn_1_1_output_handler.html#a97db12c41024f5545ef5cc4153e5443b">SetTensorInfo</a>(outInfo);</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="comment">// Bypass permute. It will be deleted since it&#39;s left unconnected.</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;            permute.<a class="code" href="classarmnn_1_1_layer.html#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>().<a class="code" href="classarmnn_1_1_output_slot.html#a19d30f83e90f2612e6aec510715f790d">MoveAllConnections</a>(reshape-&gt;GetOutputSlot());</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;        }</div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;    }</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="keyword">protected</span>:</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;    <a class="code" href="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl.html#a3c81542d57760fefbc213f38e9cae7b4">PermuteAsReshapeImpl</a>() = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;    <a class="code" href="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl.html#aeb8116e5ff0ef44c6803ee3b9659a180">~PermuteAsReshapeImpl</a>() = <span class="keywordflow">default</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;<span class="keyword">private</span>:</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;    <span class="keyword">static</span> <span class="keywordtype">bool</span> IsReshape(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_permute_layer.html">PermuteLayer</a>&amp; layer)</div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;    {</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;        <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>&amp; outShape = layer.<a class="code" href="classarmnn_1_1_layer.html#af2c0edc7ea62a8baaec4d3d9b2b09256">GetOutputHandler</a>().<a class="code" href="classarmnn_1_1_output_handler.html#a66e8f43a5b42b500871ed96e15419567">GetTensorInfo</a>().<a class="code" href="classarmnn_1_1_tensor_info.html#a8b5d0f8a24e9d9238f412260a552acf8">GetShape</a>();</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;        <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_permutation_vector.html">PermutationVector</a>&amp; permutation = layer.<a class="code" href="classarmnn_1_1_permute_layer.html#afe072d52231a2b18497797a6537c0f81">GetPermutation</a>();</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;</div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numDimensions = permutation.<a class="code" href="classarmnn_1_1_permutation_vector.html#a490ec6b59006d1fe1ec2ea30e69fb97c">GetSize</a>();</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;        <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> lastGtOne = 0;</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;        <span class="keywordflow">while</span> ((lastGtOne &lt; numDimensions) &amp;&amp; (outShape[(permutation[lastGtOne])] == 1U))</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;        {</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;            ++lastGtOne;</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;</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;        <span class="keywordtype">bool</span> isReshape = <span class="keyword">true</span>;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;        <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = lastGtOne + 1U; isReshape &amp;&amp; (i &lt; numDimensions); ++i)</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;            <span class="keywordflow">if</span> (outShape[permutation[i]] &gt; 1U)</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;            {</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;                isReshape = permutation[lastGtOne] &lt; permutation[i];</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;                lastGtOne = i;</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;            }</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;        }</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;        <span class="keywordflow">return</span> isReshape;</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    }</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;};</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;</div><div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="namespacearmnn_1_1optimizations.html#ae0b1382e3af141896a46531c50e8863f">   67</a></span>&#160;<span class="keyword">using</span> <a class="code" href="classarmnn_1_1_optimize_for_type.html">PermuteAsReshape</a> = <a class="code" href="classarmnn_1_1_optimize_for_type.html">OptimizeForType&lt;PermuteLayer, PermuteAsReshapeImpl&gt;</a>;</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">// namespace optimizations</span></div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;} <span class="comment">// namespace armnn</span></div><div class="ttc" id="classarmnn_1_1_layer_html_af2c0edc7ea62a8baaec4d3d9b2b09256"><div class="ttname"><a href="classarmnn_1_1_layer.html#af2c0edc7ea62a8baaec4d3d9b2b09256">armnn::Layer::GetOutputHandler</a></div><div class="ttdeci">const OutputHandler &amp; GetOutputHandler(unsigned int i=0) const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00221">Layer.hpp:221</a></div></div>
+<div class="ttc" id="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl_html"><div class="ttname"><a href="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl.html">armnn::optimizations::PermuteAsReshapeImpl</a></div><div class="ttdef"><b>Definition:</b> <a href="_permute_as_reshape_8hpp_source.html#l00014">PermuteAsReshape.hpp:14</a></div></div>
+<div class="ttc" id="classarmnn_1_1_layer_html_a7ddf0cf6f620d59c10e63495ace795d0"><div class="ttname"><a href="classarmnn_1_1_layer.html#a7ddf0cf6f620d59c10e63495ace795d0">armnn::Layer::GetName</a></div><div class="ttdeci">const char * GetName() const override</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00305">Layer.hpp:305</a></div></div>
+<div class="ttc" id="classarmnn_1_1_permutation_vector_html"><div class="ttname"><a href="classarmnn_1_1_permutation_vector.html">armnn::PermutationVector</a></div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.html#l00170">Types.hpp:170</a></div></div>
+<div class="ttc" id="classarmnn_1_1_permute_layer_html_afe072d52231a2b18497797a6537c0f81"><div class="ttname"><a href="classarmnn_1_1_permute_layer.html#afe072d52231a2b18497797a6537c0f81">armnn::PermuteLayer::GetPermutation</a></div><div class="ttdeci">const PermutationVector &amp; GetPermutation() const</div><div class="ttdef"><b>Definition:</b> <a href="_permute_layer_8hpp_source.html#l00037">PermuteLayer.hpp:37</a></div></div>
+<div class="ttc" id="classarmnn_1_1_tensor_info_html"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html">armnn::TensorInfo</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00053">Tensor.hpp:53</a></div></div>
+<div class="ttc" id="_optimization_8hpp_html"><div class="ttname"><a href="_optimization_8hpp.html">Optimization.hpp</a></div></div>
+<div class="ttc" id="classarmnn_1_1_reshape_layer_html"><div class="ttname"><a href="classarmnn_1_1_reshape_layer.html">armnn::ReshapeLayer</a></div><div class="ttdoc">This layer represents a reshape operation. </div><div class="ttdef"><b>Definition:</b> <a href="_reshape_layer_8hpp_source.html#l00013">ReshapeLayer.hpp:13</a></div></div>
+<div class="ttc" id="classarmnn_1_1_output_handler_html_a66e8f43a5b42b500871ed96e15419567"><div class="ttname"><a href="classarmnn_1_1_output_handler.html#a66e8f43a5b42b500871ed96e15419567">armnn::OutputHandler::GetTensorInfo</a></div><div class="ttdeci">const TensorInfo &amp; GetTensorInfo() const</div><div class="ttdoc">Gets the matching TensorInfo for the output. </div><div class="ttdef"><b>Definition:</b> <a href="_output_handler_8hpp_source.html#l00044">OutputHandler.hpp:44</a></div></div>
+<div class="ttc" id="structarmnn_1_1_reshape_descriptor_html"><div class="ttname"><a href="structarmnn_1_1_reshape_descriptor.html">armnn::ReshapeDescriptor</a></div><div class="ttdoc">A ReshapeDescriptor for the ReshapeLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00758">Descriptors.hpp:758</a></div></div>
+<div class="ttc" id="classarmnn_1_1_permute_layer_html"><div class="ttname"><a href="classarmnn_1_1_permute_layer.html">armnn::PermuteLayer</a></div><div class="ttdoc">This layer represents a permutation operation. </div><div class="ttdef"><b>Definition:</b> <a href="_permute_layer_8hpp_source.html#l00013">PermuteLayer.hpp:13</a></div></div>
+<div class="ttc" id="namespacearmnn_html"><div class="ttname"><a href="namespacearmnn.html">armnn</a></div><div class="ttdef"><b>Definition:</b> <a href="_backend_helper_8hpp_source.html#l00011">BackendHelper.hpp:11</a></div></div>
+<div class="ttc" id="classarmnn_1_1_output_slot_html_a19d30f83e90f2612e6aec510715f790d"><div class="ttname"><a href="classarmnn_1_1_output_slot.html#a19d30f83e90f2612e6aec510715f790d">armnn::OutputSlot::MoveAllConnections</a></div><div class="ttdeci">void MoveAllConnections(OutputSlot &amp;destination)</div><div class="ttdoc">Moves all connections to another OutputSlot. </div><div class="ttdef"><b>Definition:</b> <a href="_layer_8cpp_source.html#l00112">Layer.cpp:112</a></div></div>
+<div class="ttc" id="classarmnn_1_1_permutation_vector_html_a490ec6b59006d1fe1ec2ea30e69fb97c"><div class="ttname"><a href="classarmnn_1_1_permutation_vector.html#a490ec6b59006d1fe1ec2ea30e69fb97c">armnn::PermutationVector::GetSize</a></div><div class="ttdeci">SizeType GetSize() const</div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.html#l00199">Types.hpp:199</a></div></div>
+<div class="ttc" id="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl_html_a3c81542d57760fefbc213f38e9cae7b4"><div class="ttname"><a href="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl.html#a3c81542d57760fefbc213f38e9cae7b4">armnn::optimizations::PermuteAsReshapeImpl::PermuteAsReshapeImpl</a></div><div class="ttdeci">PermuteAsReshapeImpl()=default</div></div>
+<div class="ttc" id="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl_html_aeb8116e5ff0ef44c6803ee3b9659a180"><div class="ttname"><a href="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl.html#aeb8116e5ff0ef44c6803ee3b9659a180">armnn::optimizations::PermuteAsReshapeImpl::~PermuteAsReshapeImpl</a></div><div class="ttdeci">~PermuteAsReshapeImpl()=default</div></div>
+<div class="ttc" id="classarmnn_1_1_output_handler_html_a97db12c41024f5545ef5cc4153e5443b"><div class="ttname"><a href="classarmnn_1_1_output_handler.html#a97db12c41024f5545ef5cc4153e5443b">armnn::OutputHandler::SetTensorInfo</a></div><div class="ttdeci">void SetTensorInfo(const TensorInfo &amp;tensorInfo)</div><div class="ttdoc">Sets the TensorInfo used by this output handler. </div><div class="ttdef"><b>Definition:</b> <a href="_output_handler_8cpp_source.html#l00017">OutputHandler.cpp:17</a></div></div>
+<div class="ttc" id="classarmnn_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>
+<div class="ttc" id="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl_html_a7cfd1a6e7722db6e3002642e2f6e89e0"><div class="ttname"><a href="classarmnn_1_1optimizations_1_1_permute_as_reshape_impl.html#a7cfd1a6e7722db6e3002642e2f6e89e0">armnn::optimizations::PermuteAsReshapeImpl::Run</a></div><div class="ttdeci">void Run(Graph &amp;graph, PermuteLayer &amp;permute) const</div><div class="ttdoc">Run for every PermuteLayer. Replaces it with a ReshapeLayer if they are equivalent. </div><div class="ttdef"><b>Definition:</b> <a href="_permute_as_reshape_8hpp_source.html#l00018">PermuteAsReshape.hpp:18</a></div></div>
+<div class="ttc" id="classarmnn_1_1_graph_html"><div class="ttname"><a href="classarmnn_1_1_graph.html">armnn::Graph</a></div><div class="ttdef"><b>Definition:</b> <a href="_graph_8hpp_source.html#l00029">Graph.hpp:29</a></div></div>
+<div class="ttc" id="classarmnn_1_1_optimize_for_type_html"><div class="ttname"><a href="classarmnn_1_1_optimize_for_type.html">armnn::OptimizeForType</a></div><div class="ttdef"><b>Definition:</b> <a href="_optimization_8hpp_source.html#l00065">Optimization.hpp:65</a></div></div>
+<div class="ttc" id="classarmnn_1_1_graph_html_a3ff30c6669fdc69de1f5be1f89bacc3f"><div class="ttname"><a href="classarmnn_1_1_graph.html#a3ff30c6669fdc69de1f5be1f89bacc3f">armnn::Graph::InsertNewLayer</a></div><div class="ttdeci">LayerT * InsertNewLayer(InputSlot &amp;insertBefore, Args &amp;&amp;... args)</div><div class="ttdef"><b>Definition:</b> <a href="_graph_8hpp_source.html#l00409">Graph.hpp:409</a></div></div>
+<div class="ttc" id="classarmnn_1_1_tensor_info_html_a8b5d0f8a24e9d9238f412260a552acf8"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html#a8b5d0f8a24e9d9238f412260a552acf8">armnn::TensorInfo::GetShape</a></div><div class="ttdeci">const TensorShape &amp; GetShape() const</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00088">Tensor.hpp:88</a></div></div>
+<div class="ttc" id="classarmnn_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="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00312">Layer.hpp:312</a></div></div>
+<div class="ttc" id="classarmnn_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="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00310">Layer.hpp:310</a></div></div>
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