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| <a href="_lstm_utils_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="_base_iterator_8hpp.html">BaseIterator.hpp</a>"</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <<a class="code" href="_cpu_tensor_handle_8hpp.html">backendsCommon/CpuTensorHandle.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="comment">// Helper functions ported from the Android code base</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment">// Refer to: android/external/tensorflow/tensorflow/contrib/lite/kernels/internal/reference/portable_tensor_utils.cc</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> </div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#a389c4bbafd0fff7060cbb183f20a2134">VectorBatchVectorAdd</a>(<a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector,</div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>  uint32_t vSize,</div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>  <a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& batchVector,</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>  uint32_t nBatch,</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  <a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& outResult );</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="comment">// Layer norm for each batch.</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment">// normalization_epsilon is added to avoid divergence.</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#a0ed27dd6d6125a06bf654080f4184360">MeanStddevNormalization</a>(<a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& input_vector,</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  <a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& output_vector,</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  uint32_t v_size,</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  uint32_t n_batch,</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <span class="keywordtype">float</span> normalization_epsilon);</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="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#a4c20bc573b70e89327b334f924da97b5">ZeroVector</a>(<a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& vector,</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  uint32_t vSize);</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> </div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#ab93a2c78551c3d3aba8ddcafb792a36d">MatrixBatchVectorMultiplyAccumulate</a>(<a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& matrix,</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  uint32_t mRows,</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  uint32_t mCols,</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector,</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  uint32_t nBatch,</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& outResult);</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> </div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#a8c4a96233c9b62c76d611316da11124b">VectorBatchVectorAssign</a>(<a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector,</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  uint32_t vSize,</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  uint32_t nBatch,</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  <a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& outBatchVector);</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> </div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#a796323e16216b880043dc5ebbaa2372b">VectorBatchVectorCwiseProductAccumulate</a>(<a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector,</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  uint32_t vSize,</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& batchVector,</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  uint32_t nBatch,</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& outResult);</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> </div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#a1d7ad9698b02282a57fdb17b3af745f9">VectorBatchVectorCwiseProduct</a>(<a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector,</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  uint32_t vSize,</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& batchVector,</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  uint32_t nBatch,</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& outResult);</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#aca7bd1dff180b6a5de894537f8220793">Sub1Vector</a>(<a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector,</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  uint32_t vSize,</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& result);</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> </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="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#a5b81dc0a1a9a2bccab8bb79dfa3e77b7">VectorVectorCwiseProduct</a>(<a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector1,</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector2,</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  uint32_t vSize,</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& outResult);</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> </div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> <span class="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#a2e653f948d93f4177f267a7b1b4ed47d">VectorVectorCwiseProductAccumulate</a>(<a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector1,</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector2,</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  uint32_t vSize,</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& outResult);</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span> </div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> <span class="keywordtype">float</span> <a class="code" href="_lstm_utils_8hpp.html#ad5b8e4843a3b303d5b56c0a70dbfd1bf">Clip</a>(<span class="keywordtype">float</span> f,</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keywordtype">float</span> absLimit);</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> </div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#a117781e8e9b7321722bbdd8ff74b484a">ClipVector</a>(<a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector,</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  uint32_t vSize,</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="keywordtype">float</span> absLimit,</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& outResult);</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> </div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span> <span class="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#a00d8a623c04f1120f6fee3fe38d1cee9">CopyVector</a>(<a class="code" href="classarmnn_1_1_decoder.html">armnn::Decoder<float></a>& vector,</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  uint32_t vSize,</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <a class="code" href="classarmnn_1_1_encoder.html">armnn::Encoder<float></a>& outResult);</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> </div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> <span class="keywordtype">void</span> <a class="code" href="_lstm_utils_8hpp.html#afc83b9418e9721cee21de245cb8533de">SetActivationParameters</a>(uint32_t activation,</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <a class="code" href="namespacearmnn.html#a56297e0f7b215eea46c818cb7528d9ea">armnn::ActivationFunction</a>& outArmnnActivation,</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="keywordtype">float</span>& outA,</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="keywordtype">float</span>& outB);</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> </div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> std::unique_ptr<armnn::ScopedCpuTensorHandle> <a class="code" href="_lstm_utils_8hpp.html#a1aef5d233d1f569f34d6c36bdf5ae9e5">AssignScopedCpuTensorHandle</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_const_cpu_tensor_handle.html">armnn::ConstCpuTensorHandle</a>* ptr);</div><div class="ttc" id="_lstm_utils_8hpp_html_aca7bd1dff180b6a5de894537f8220793"><div class="ttname"><a href="_lstm_utils_8hpp.html#aca7bd1dff180b6a5de894537f8220793">Sub1Vector</a></div><div class="ttdeci">void Sub1Vector(armnn::Decoder< float > &vector, uint32_t vSize, armnn::Encoder< float > &result)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00173">LstmUtils.cpp:173</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_a0ed27dd6d6125a06bf654080f4184360"><div class="ttname"><a href="_lstm_utils_8hpp.html#a0ed27dd6d6125a06bf654080f4184360">MeanStddevNormalization</a></div><div class="ttdeci">void MeanStddevNormalization(armnn::Decoder< float > &input_vector, armnn::Encoder< float > &output_vector, uint32_t v_size, uint32_t n_batch, float normalization_epsilon)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00040">LstmUtils.cpp:40</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_a1aef5d233d1f569f34d6c36bdf5ae9e5"><div class="ttname"><a href="_lstm_utils_8hpp.html#a1aef5d233d1f569f34d6c36bdf5ae9e5">AssignScopedCpuTensorHandle</a></div><div class="ttdeci">std::unique_ptr< armnn::ScopedCpuTensorHandle > AssignScopedCpuTensorHandle(const armnn::ConstCpuTensorHandle *ptr)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00299">LstmUtils.cpp:299</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_a4c20bc573b70e89327b334f924da97b5"><div class="ttname"><a href="_lstm_utils_8hpp.html#a4c20bc573b70e89327b334f924da97b5">ZeroVector</a></div><div class="ttdeci">void ZeroVector(armnn::Encoder< float > &vector, uint32_t vSize)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00076">LstmUtils.cpp:76</a></div></div> |
| <div class="ttc" id="namespacearmnn_html_a56297e0f7b215eea46c818cb7528d9ea"><div class="ttname"><a href="namespacearmnn.html#a56297e0f7b215eea46c818cb7528d9ea">armnn::ActivationFunction</a></div><div class="ttdeci">ActivationFunction</div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.html#l00054">Types.hpp:54</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_a8c4a96233c9b62c76d611316da11124b"><div class="ttname"><a href="_lstm_utils_8hpp.html#a8c4a96233c9b62c76d611316da11124b">VectorBatchVectorAssign</a></div><div class="ttdeci">void VectorBatchVectorAssign(armnn::Decoder< float > &vector, uint32_t vSize, uint32_t nBatch, armnn::Encoder< float > &outBatchVector)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00113">LstmUtils.cpp:113</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_a1d7ad9698b02282a57fdb17b3af745f9"><div class="ttname"><a href="_lstm_utils_8hpp.html#a1d7ad9698b02282a57fdb17b3af745f9">VectorBatchVectorCwiseProduct</a></div><div class="ttdeci">void VectorBatchVectorCwiseProduct(armnn::Decoder< float > &vector, uint32_t vSize, armnn::Decoder< float > &batchVector, uint32_t nBatch, armnn::Encoder< float > &outResult)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00152">LstmUtils.cpp:152</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_decoder_html"><div class="ttname"><a href="classarmnn_1_1_decoder.html">armnn::Decoder< float ></a></div></div> |
| <div class="ttc" id="_base_iterator_8hpp_html"><div class="ttname"><a href="_base_iterator_8hpp.html">BaseIterator.hpp</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_a5b81dc0a1a9a2bccab8bb79dfa3e77b7"><div class="ttname"><a href="_lstm_utils_8hpp.html#a5b81dc0a1a9a2bccab8bb79dfa3e77b7">VectorVectorCwiseProduct</a></div><div class="ttdeci">void VectorVectorCwiseProduct(armnn::Decoder< float > &vector1, armnn::Decoder< float > &vector2, uint32_t vSize, armnn::Encoder< float > &outResult)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00187">LstmUtils.cpp:187</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_a2e653f948d93f4177f267a7b1b4ed47d"><div class="ttname"><a href="_lstm_utils_8hpp.html#a2e653f948d93f4177f267a7b1b4ed47d">VectorVectorCwiseProductAccumulate</a></div><div class="ttdeci">void VectorVectorCwiseProductAccumulate(armnn::Decoder< float > &vector1, armnn::Decoder< float > &vector2, uint32_t vSize, armnn::Encoder< float > &outResult)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00204">LstmUtils.cpp:204</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_a796323e16216b880043dc5ebbaa2372b"><div class="ttname"><a href="_lstm_utils_8hpp.html#a796323e16216b880043dc5ebbaa2372b">VectorBatchVectorCwiseProductAccumulate</a></div><div class="ttdeci">void VectorBatchVectorCwiseProductAccumulate(armnn::Decoder< float > &vector, uint32_t vSize, armnn::Decoder< float > &batchVector, uint32_t nBatch, armnn::Encoder< float > &outResult)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00131">LstmUtils.cpp:131</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_encoder_html"><div class="ttname"><a href="classarmnn_1_1_encoder.html">armnn::Encoder< float ></a></div></div> |
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| <div class="ttc" id="_lstm_utils_8hpp_html_a00d8a623c04f1120f6fee3fe38d1cee9"><div class="ttname"><a href="_lstm_utils_8hpp.html#a00d8a623c04f1120f6fee3fe38d1cee9">CopyVector</a></div><div class="ttdeci">void CopyVector(armnn::Decoder< float > &vector, uint32_t vSize, armnn::Encoder< float > &outResult)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00244">LstmUtils.cpp:244</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_ad5b8e4843a3b303d5b56c0a70dbfd1bf"><div class="ttname"><a href="_lstm_utils_8hpp.html#ad5b8e4843a3b303d5b56c0a70dbfd1bf">Clip</a></div><div class="ttdeci">float Clip(float f, float absLimit)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00221">LstmUtils.cpp:221</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_const_cpu_tensor_handle_html"><div class="ttname"><a href="classarmnn_1_1_const_cpu_tensor_handle.html">armnn::ConstCpuTensorHandle</a></div><div class="ttdef"><b>Definition:</b> <a href="_cpu_tensor_handle_8hpp_source.html#l00027">CpuTensorHandle.hpp:27</a></div></div> |
| <div class="ttc" id="_cpu_tensor_handle_8hpp_html"><div class="ttname"><a href="_cpu_tensor_handle_8hpp.html">CpuTensorHandle.hpp</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_a117781e8e9b7321722bbdd8ff74b484a"><div class="ttname"><a href="_lstm_utils_8hpp.html#a117781e8e9b7321722bbdd8ff74b484a">ClipVector</a></div><div class="ttdeci">void ClipVector(armnn::Decoder< float > &vector, uint32_t vSize, float absLimit, armnn::Encoder< float > &outResult)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00229">LstmUtils.cpp:229</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_a389c4bbafd0fff7060cbb183f20a2134"><div class="ttname"><a href="_lstm_utils_8hpp.html#a389c4bbafd0fff7060cbb183f20a2134">VectorBatchVectorAdd</a></div><div class="ttdeci">void VectorBatchVectorAdd(armnn::Decoder< float > &vector, uint32_t vSize, armnn::Decoder< float > &batchVector, uint32_t nBatch, armnn::Encoder< float > &outResult)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00016">LstmUtils.cpp:16</a></div></div> |
| <div class="ttc" id="_lstm_utils_8hpp_html_afc83b9418e9721cee21de245cb8533de"><div class="ttname"><a href="_lstm_utils_8hpp.html#afc83b9418e9721cee21de245cb8533de">SetActivationParameters</a></div><div class="ttdeci">void SetActivationParameters(uint32_t activation, armnn::ActivationFunction &outArmnnActivation, float &outA, float &outB)</div><div class="ttdef"><b>Definition:</b> <a href="_lstm_utils_8cpp_source.html#l00258">LstmUtils.cpp:258</a></div></div> |
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