| Ryan OShea | de36e4a | 2020-03-13 16:26:19 +0000 | [diff] [blame] | 1 | <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> |
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| 87 | <a href="_ref_lstm_workload_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> <span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 2017 Arm Ltd. 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.html">armnn/TypesUtils.hpp</a>></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> </div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <<a class="code" href="_workload_8hpp.html">backendsCommon/Workload.hpp</a>></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <<a class="code" href="_workload_data_8hpp.html">backendsCommon/WorkloadData.hpp</a>></span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> </div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="keyword">namespace </span><a class="code" href="namespacearmnn.html">armnn</a></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> {</div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> </div><div class="line"><a name="l00016"></a><span class="lineno"><a class="line" href="classarmnn_1_1_ref_lstm_workload.html"> 16</a></span> <span class="keyword">class </span><a class="code" href="classarmnn_1_1_ref_lstm_workload.html">RefLstmWorkload</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1_base_workload.html">BaseWorkload</a><LstmQueueDescriptor></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> {</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  <span class="keyword">explicit</span> <a class="code" href="classarmnn_1_1_ref_lstm_workload.html#a236c28ffd299dcfa88d6c0260e69f000">RefLstmWorkload</a>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1_lstm_queue_descriptor.html">LstmQueueDescriptor</a>& descriptor, <span class="keyword">const</span> <a class="code" href="structarmnn_1_1_workload_info.html">WorkloadInfo</a>& <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">info</a>);</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> </div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_ref_lstm_workload.html#ae071e8822437c78baea75c3aef3a263a">Execute</a>() <span class="keyword">const override</span>;</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> </div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="keyword">private</span>:</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  std::unique_ptr<ScopedCpuTensorHandle> m_InputToInputWeightsTensor;</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  std::unique_ptr<ScopedCpuTensorHandle> m_InputToForgetWeightsTensor;</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  std::unique_ptr<ScopedCpuTensorHandle> m_InputToCellWeightsTensor;</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  std::unique_ptr<ScopedCpuTensorHandle> m_InputToOutputWeightsTensor;</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  std::unique_ptr<ScopedCpuTensorHandle> m_RecurrentToInputWeightsTensor;</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  std::unique_ptr<ScopedCpuTensorHandle> m_RecurrentToForgetWeightsTensor;</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  std::unique_ptr<ScopedCpuTensorHandle> m_RecurrentToCellWeightsTensor;</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  std::unique_ptr<ScopedCpuTensorHandle> m_RecurrentToOutputWeightsTensor;</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  std::unique_ptr<ScopedCpuTensorHandle> m_CellToInputWeightsTensor;</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  std::unique_ptr<ScopedCpuTensorHandle> m_CellToForgetWeightsTensor;</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  std::unique_ptr<ScopedCpuTensorHandle> m_CellToOutputWeightsTensor;</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  std::unique_ptr<ScopedCpuTensorHandle> m_InputGateBiasTensor;</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  std::unique_ptr<ScopedCpuTensorHandle> m_ForgetGateBiasTensor;</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  std::unique_ptr<ScopedCpuTensorHandle> m_CellBiasTensor;</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  std::unique_ptr<ScopedCpuTensorHandle> m_OutputGateBiasTensor;</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  std::unique_ptr<ScopedCpuTensorHandle> m_ProjectionWeightsTensor;</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  std::unique_ptr<ScopedCpuTensorHandle> m_ProjectionBiasTensor;</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  std::unique_ptr<ScopedCpuTensorHandle> m_InputLayerNormWeights;</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  std::unique_ptr<ScopedCpuTensorHandle> m_ForgetLayerNormWeights;</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  std::unique_ptr<ScopedCpuTensorHandle> m_CellLayerNormWeights;</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  std::unique_ptr<ScopedCpuTensorHandle> m_OutputLayerNormWeights;</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> </div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="keywordtype">float</span> m_LayerNormEpsilon = <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(1e-8);</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> };</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> </div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> } <span class="comment">//namespace armnn</span></div><div class="ttc" id="structarmnn_1_1_lstm_queue_descriptor_html"><div class="ttname"><a href="structarmnn_1_1_lstm_queue_descriptor.html">armnn::LstmQueueDescriptor</a></div><div class="ttdef"><b>Definition:</b> <a href="_workload_data_8hpp_source.html#l00358">WorkloadData.hpp:358</a></div></div> |
| 88 | <div class="ttc" id="namespacearmnn_html_a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c"><div class="ttname"><a href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">armnn::BoostLogSeverityMapping::info</a></div></div> |
| 89 | <div class="ttc" id="_workload_8hpp_html"><div class="ttname"><a href="_workload_8hpp.html">Workload.hpp</a></div></div> |
| 90 | <div class="ttc" id="structarmnn_1_1_workload_info_html"><div class="ttname"><a href="structarmnn_1_1_workload_info.html">armnn::WorkloadInfo</a></div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_workload_info_8hpp_source.html#l00016">WorkloadInfo.hpp:16</a></div></div> |
| 91 | <div class="ttc" id="_types_utils_8hpp_html"><div class="ttname"><a href="_types_utils_8hpp.html">TypesUtils.hpp</a></div></div> |
| 92 | <div class="ttc" id="classarmnn_1_1_ref_lstm_workload_html"><div class="ttname"><a href="classarmnn_1_1_ref_lstm_workload.html">armnn::RefLstmWorkload</a></div><div class="ttdef"><b>Definition:</b> <a href="_ref_lstm_workload_8hpp_source.html#l00016">RefLstmWorkload.hpp:16</a></div></div> |
| 93 | <div class="ttc" id="_workload_data_8hpp_html"><div class="ttname"><a href="_workload_data_8hpp.html">WorkloadData.hpp</a></div></div> |
| 94 | <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> |
| 95 | <div class="ttc" id="classarmnn_1_1_ref_lstm_workload_html_a236c28ffd299dcfa88d6c0260e69f000"><div class="ttname"><a href="classarmnn_1_1_ref_lstm_workload.html#a236c28ffd299dcfa88d6c0260e69f000">armnn::RefLstmWorkload::RefLstmWorkload</a></div><div class="ttdeci">RefLstmWorkload(const LstmQueueDescriptor &descriptor, const WorkloadInfo &info)</div><div class="ttdef"><b>Definition:</b> <a href="_ref_lstm_workload_8cpp_source.html#l00016">RefLstmWorkload.cpp:16</a></div></div> |
| 96 | <div class="ttc" id="classarmnn_1_1_ref_lstm_workload_html_ae071e8822437c78baea75c3aef3a263a"><div class="ttname"><a href="classarmnn_1_1_ref_lstm_workload.html#ae071e8822437c78baea75c3aef3a263a">armnn::RefLstmWorkload::Execute</a></div><div class="ttdeci">virtual void Execute() const override</div><div class="ttdef"><b>Definition:</b> <a href="_ref_lstm_workload_8cpp_source.html#l00041">RefLstmWorkload.cpp:41</a></div></div> |
| 97 | <div class="ttc" id="classarmnn_1_1_base_workload_html"><div class="ttname"><a href="classarmnn_1_1_base_workload.html">armnn::BaseWorkload</a></div><div class="ttdef"><b>Definition:</b> <a href="_workload_8hpp_source.html#l00028">Workload.hpp:28</a></div></div> |
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| 103 | <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_efae4012d0e357ebeaba7d02491d70e5.html">reference</a></li><li class="navelem"><a class="el" href="dir_d2f3b8e2e64df3181ebe92efcc0a3012.html">workloads</a></li><li class="navelem"><a class="el" href="_ref_lstm_workload_8hpp.html">RefLstmWorkload.hpp</a></li> |
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