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| <div class="title">Lstm.hpp</div> </div> |
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| <a href="_lstm_8hpp.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 © 2021 Arm Ltd and Contributors. All rights reserved.</span></div> |
| <div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// SPDX-License-Identifier: MIT</span></div> |
| <div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00005"></a><span class="lineno"> 5</span>  </div> |
| <div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="preprocessor">#pragma once</span></div> |
| <div class="line"><a name="l00007"></a><span class="lineno"> 7</span>  </div> |
| <div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include <<a class="code" href="_types_utils_8hpp.xhtml">armnn/TypesUtils.hpp</a>></span></div> |
| <div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <<a class="code" href="_workload_data_8hpp.xhtml">armnn/backends/WorkloadData.hpp</a>></span></div> |
| <div class="line"><a name="l00010"></a><span class="lineno"> 10</span>  </div> |
| <div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include "<a class="code" href="_encoders_8hpp.xhtml">Encoders.hpp</a>"</span></div> |
| <div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include "<a class="code" href="_decoders_8hpp.xhtml">Decoders.hpp</a>"</span></div> |
| <div class="line"><a name="l00013"></a><span class="lineno"> 13</span>  </div> |
| <div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="keyword">namespace </span><a class="code" href="namespacearmnn.xhtml">armnn</a></div> |
| <div class="line"><a name="l00015"></a><span class="lineno"> 15</span> {</div> |
| <div class="line"><a name="l00016"></a><span class="lineno"> 16</span>  </div> |
| <div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.xhtml#a952423703fa6b92f18d19df3995633b4">LstmImpl</a>(<span class="keyword">const</span> LstmDescriptor& descriptor,</div> |
| <div class="line"><a name="l00018"></a><span class="lineno"> 18</span>  <span class="keyword">const</span> TensorInfo& inputInfo,</div> |
| <div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  <span class="keyword">const</span> TensorInfo& outputInfo,</div> |
| <div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  <span class="keyword">const</span> TensorShape& inputToOutputWeightsShape,</div> |
| <div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  <span class="keyword">const</span> TensorShape& recurrentToOutputWeightsShape,</div> |
| <div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  std::unique_ptr<Decoder<float>>& inputData,</div> |
| <div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  std::unique_ptr<Decoder<float>>& outputStateIn,</div> |
| <div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  std::unique_ptr<Decoder<float>>& cellStateIn,</div> |
| <div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  std::unique_ptr<Encoder<float>>& outputStateOut,</div> |
| <div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  std::unique_ptr<Encoder<float>>& cellStateOut,</div> |
| <div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  std::unique_ptr<Encoder<float>>& output,</div> |
| <div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  std::unique_ptr<Decoder<float>>& cellStateOutDecoder,</div> |
| <div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  std::unique_ptr<Decoder<float>>& outputDecoder,</div> |
| <div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  std::unique_ptr<Decoder<float>>& inputToInputWeightsTensor,</div> |
| <div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  std::unique_ptr<Decoder<float>>& inputToForgetWeightsTensor,</div> |
| <div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  std::unique_ptr<Decoder<float>>& inputToCellWeightsTensor,</div> |
| <div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  std::unique_ptr<Decoder<float>>& inputToOutputWeightsTensor,</div> |
| <div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  std::unique_ptr<Decoder<float>>& recurrentToInputWeightsTensor,</div> |
| <div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  std::unique_ptr<Decoder<float>>& recurrentToForgetWeightsTensor,</div> |
| <div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  std::unique_ptr<Decoder<float>>& recurrentToCellWeightsTensor,</div> |
| <div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  std::unique_ptr<Decoder<float>>& recurrentToOutputWeightsTensor,</div> |
| <div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  std::unique_ptr<Decoder<float>>& cellToInputWeightsTensor,</div> |
| <div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  std::unique_ptr<Decoder<float>>& cellToForgetWeightsTensor,</div> |
| <div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  std::unique_ptr<Decoder<float>>& cellToOutputWeightsTensor,</div> |
| <div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  std::unique_ptr<Decoder<float>>& inputGateBiasTensor,</div> |
| <div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  std::unique_ptr<Decoder<float>>& forgetGateBiasTensor,</div> |
| <div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  std::unique_ptr<Decoder<float>>& cellBiasTensor,</div> |
| <div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  std::unique_ptr<Decoder<float>>& outputGateBiasTensor,</div> |
| <div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  std::unique_ptr<Decoder<float>>& projectionWeightsTensor,</div> |
| <div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  std::unique_ptr<Decoder<float>>& projectionBiasTensor,</div> |
| <div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  std::unique_ptr<Decoder<float>>& inputLayerNormWeights,</div> |
| <div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  std::unique_ptr<Decoder<float>>& forgetLayerNormWeights,</div> |
| <div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  std::unique_ptr<Decoder<float>>& cellLayerNormWeights,</div> |
| <div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  std::unique_ptr<Decoder<float>>& outputLayerNormWeights,</div> |
| <div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  std::unique_ptr<Encoder<float>>& inputGateScratch,</div> |
| <div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  std::unique_ptr<Encoder<float>>& cellScratch,</div> |
| <div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  std::unique_ptr<Encoder<float>>& forgetGateScratch,</div> |
| <div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  std::unique_ptr<Encoder<float>>& outputGateScratch,</div> |
| <div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  std::unique_ptr<Decoder<float>>& inputGateScratchDecoder,</div> |
| <div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  std::unique_ptr<Decoder<float>>& cellScratchDecoder,</div> |
| <div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  std::unique_ptr<Decoder<float>>& forgetGateScratchDecoder,</div> |
| <div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  std::unique_ptr<Decoder<float>>& outputGateScratchDecoder,</div> |
| <div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="keywordtype">float</span> layerNormEpsilon);</div> |
| <div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  </div> |
| <div class="line"><a name="l00061"></a><span class="lineno"> 61</span> } <span class="comment">//namespace armnn</span></div> |
| </div><!-- fragment --></div><!-- contents --> |
| </div><!-- doc-content --> |
| <div class="ttc" id="anamespacearmnn_xhtml"><div class="ttname"><a href="namespacearmnn.xhtml">armnn</a></div><div class="ttdoc">Copyright (c) 2021 ARM Limited and Contributors.</div><div class="ttdef"><b>Definition:</b> <a href="01__00__quick__start_8dox_source.xhtml#l00006">01_00_quick_start.dox:6</a></div></div> |
| <div class="ttc" id="a_encoders_8hpp_xhtml"><div class="ttname"><a href="_encoders_8hpp.xhtml">Encoders.hpp</a></div></div> |
| <div class="ttc" id="a_decoders_8hpp_xhtml"><div class="ttname"><a href="_decoders_8hpp.xhtml">Decoders.hpp</a></div></div> |
| <div class="ttc" id="a_types_utils_8hpp_xhtml"><div class="ttname"><a href="_types_utils_8hpp.xhtml">TypesUtils.hpp</a></div></div> |
| <div class="ttc" id="a_workload_data_8hpp_xhtml"><div class="ttname"><a href="_workload_data_8hpp.xhtml">WorkloadData.hpp</a></div></div> |
| <div class="ttc" id="anamespacearmnn_xhtml_a952423703fa6b92f18d19df3995633b4"><div class="ttname"><a href="namespacearmnn.xhtml#a952423703fa6b92f18d19df3995633b4">armnn::LstmImpl</a></div><div class="ttdeci">void LstmImpl(const LstmDescriptor &descriptor, const TensorInfo &inputInfo, const TensorInfo &outputInfo, const TensorShape &inputToOutputWeightsShape, const TensorShape &recurrentToOutputWeightsShape, std::unique_ptr< Decoder< float >> &inputData, std::unique_ptr< Decoder< float >> &outputStateIn, std::unique_ptr< Decoder< float >> &cellStateIn, std::unique_ptr< Encoder< float >> &outputStateOut, std::unique_ptr< Encoder< float >> &cellStateOut, std::unique_ptr< Encoder< float >> &output, std::unique_ptr< Decoder< float >> &cellStateOutDecoder, std::unique_ptr< Decoder< float >> &outputDecoder, std::unique_ptr< Decoder< float >> &inputToInputWeightsTensor, std::unique_ptr< Decoder< float >> &inputToForgetWeightsTensor, std::unique_ptr< Decoder< float >> &inputToCellWeightsTensor, std::unique_ptr< Decoder< float >> &inputToOutputWeightsTensor, std::unique_ptr< Decoder< float >> &recurrentToInputWeightsTensor, std::unique_ptr< Decoder< float >> &recurrentToForgetWeightsTensor, std::unique_ptr< Decoder< float >> &recurrentToCellWeightsTensor, std::unique_ptr< Decoder< float >> &recurrentToOutputWeightsTensor, std::unique_ptr< Decoder< float >> &cellToInputWeightsTensor, std::unique_ptr< Decoder< float >> &cellToForgetWeightsTensor, std::unique_ptr< Decoder< float >> &cellToOutputWeightsTensor, std::unique_ptr< Decoder< float >> &inputGateBiasTensor, std::unique_ptr< Decoder< float >> &forgetGateBiasTensor, std::unique_ptr< Decoder< float >> &cellBiasTensor, std::unique_ptr< Decoder< float >> &outputGateBiasTensor, std::unique_ptr< Decoder< float >> &projectionWeightsTensor, std::unique_ptr< Decoder< float >> &projectionBiasTensor, std::unique_ptr< Decoder< float >> &inputLayerNormWeights, std::unique_ptr< Decoder< float >> &forgetLayerNormWeights, std::unique_ptr< Decoder< float >> &cellLayerNormWeights, std::unique_ptr< Decoder< float >> &outputLayerNormWeights, std::unique_ptr< Encoder< float >> &inputGateScratch, std::unique_ptr< Encoder< float >> &cellScratch, std::unique_ptr< Encoder< float >> &forgetGateScratch, std::unique_ptr< Encoder< float >> &outputGateScratch, std::unique_ptr< Decoder< float >> &inputGateScratchDecoder, std::unique_ptr< Decoder< float >> &cellScratchDecoder, std::unique_ptr< Decoder< float >> &forgetGateScratchDecoder, std::unique_ptr< Decoder< float >> &outputGateScratchDecoder, float layerNormEpsilon)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_8cpp_source.xhtml#l00013">Lstm.cpp:13</a></div></div> |
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