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 120 <a href="_c_l_l_s_t_m_layer_8h.xhtml">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 (c) 2018 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> * of this software and associated documentation files (the &quot;Software&quot;), to</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> * deal in the Software without restriction, including without limitation the</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> * furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="preprocessor">#ifndef __ARM_COMPUTE_CLLSTMLAYER_H__</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="preprocessor">#define __ARM_COMPUTE_CLLSTMLAYER_H__</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;</div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_i_function_8h.xhtml">arm_compute/runtime/IFunction.h</a>&quot;</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_c_l_activation_layer_kernel_8h.xhtml">arm_compute/core/CL/kernels/CLActivationLayerKernel.h</a>&quot;</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_c_l_arithmetic_addition_kernel_8h.xhtml">arm_compute/co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</a> *input_to_forget_weights, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *input_to_cell_weights, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *input_to_output_weights,</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;                   <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *recurrent_to_forget_weights, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *recurrent_to_cell_weights, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *recurrent_to_output_weights,</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;                   <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *forget_gate_bias, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *cell_bias, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *output_gate_bias, <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *output_state, <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *cell_state, <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *scratch_buffer, <a class="code" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *output,</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;                   <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_l_s_t_m_params.xhtml">LSTMParams&lt;ICLTensor&gt;</a> &amp;lstm_params, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a> &amp;activation_info, <span class="keywordtype">float</span> cell_threshold = 0.f, <span class="keywordtype">float</span> projection_threshold = 0.f);</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    <span class="keyword">static</span> <a class="code" href="classarm__compute_1_1_status.xhtml">Status</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a6813132c943295888972727864ea5c2f">validate</a>(<span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *input, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *input_to_forget_weights, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *input_to_cell_weights, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *input_to_output_weights,</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;                           <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *recurrent_to_forget_weights, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *recurrent_to_cell_weights, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *recurrent_to_output_weights,</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;                           <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *forget_gate_bias, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *cell_bias, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *output_gate_bias,</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;                           <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *output_state, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *cell_state, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *scratch_buffer, <span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *output,</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;                           <span class="keyword">const</span> 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s="lineno">  286</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_fully_connected_layer.xhtml">CLFullyConnectedLayer</a>           _fully_connected_cell_state;</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_g_e_m_m.xhtml">CLGEMM</a>                          _gemm_cell_state1;</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_g_e_m_m.xhtml">CLGEMM</a>                          _gemm_cell_state2;</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_transpose_kernel.xhtml">CLTransposeKernel</a>               _transpose_cell_state1;</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_arithmetic_addition_kernel.xhtml">CLArithmeticAdditionKernel</a>      _accum_cell_state1;</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_arithmetic_addition_kernel.xhtml">CLArithmeticAdditionKernel</a>      _accum_cell_state2;</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_pixel_wise_multiplication_kernel.xhtml">CLPixelWiseMultiplicationKernel</a> _pixelwise_mul_cell_state1;</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_activation_layer_kernel.xhtml">CLActivationLayerKernel</a>         _activation_cell_state;</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_activation_layer_kernel.xhtml">CLActivationLayerKernel</a>         _cell_clip;</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_pixel_wise_multiplication_kernel.xhtml">CLPixelWiseMultiplicationKernel</a> _pixelwise_mul_cell_state2;</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_fully_connected_layer.xhtml">CLFullyConnectedLayer</a>           _fully_connected_output;</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_g_e_m_m.xhtml">CLGEMM</a>                          _gemm_output1;</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_g_e_m_m.xhtml">CLGEMM</a>                          _gemm_output2;</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_transpose_kernel.xhtml">CLTransposeKernel</a>               _transpose_output1;</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_transpose_kernel.xhtml">CLTransposeKernel</a>               _transpose_output2;</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_arithmetic_addition_kernel.xhtml">CLArithmeticAdditionKernel</a>      _accum_output1;</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_arithmetic_addition.xhtml">CLArithmeticAddition</a>            _accum_output2;</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_activation_layer_kernel.xhtml">CLActivationLayerKernel</a>         _activation_output;</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_activation_layer_kernel.xhtml">CLActivationLayerKernel</a>         _activation_output_state;</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_pixel_wise_multiplication_kernel.xhtml">CLPixelWiseMultiplicationKernel</a> _pixelwise_mul_output_state;</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_fully_connected_layer.xhtml">CLFullyConnectedLayer</a>           _fully_connected_output_state;</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_g_e_m_m.xhtml">CLGEMM</a>                          _gemm_output_state;</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_arithmetic_addition_kernel.xhtml">CLArithmeticAdditionKernel</a>      _accum_output_state;</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_activation_layer_kernel.xhtml">CLActivationLayerKernel</a>         _projection_clip;</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_copy_kernel.xhtml">CLCopyKernel</a>                    _copy_cell_state;</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_copy_kernel.xhtml">CLCopyKernel</a>                    _copy_output;</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_width_concatenate_layer.xhtml">CLWidthConcatenateLayer</a>         _concat_scratch_buffer;</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _input_gate_out1;</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _input_gate_out2;</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _input_gate_out3;</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _input_gate_out4;</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _input_gate_out5;</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _input_gate_out6;</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _forget_gate_out1;</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _forget_gate_out2;</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _forget_gate_out3;</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _forget_gate_out4;</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _forget_gate_out5;</div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _forget_gate_out6;</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _cell_state_out1;</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _cell_state_out2;</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _cell_state_out3;</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _cell_state_out4;</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _cell_state_out5;</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _output1;</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _output2;</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _output3;</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _output4;</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _output5;</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _output6;</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _cell_state_activation;</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _output_projection1;</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;    <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>                        _ones;</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;    <span class="keywordtype">bool</span>                            _run_peephole_opt;</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;    <span class="keywordtype">bool</span>                            _run_cifg_opt;</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;    <span class="keywordtype">bool</span>                            _perform_cell_clipping;</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;    <span class="keywordtype">bool</span>                            _has_projection_weights;</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;    <span class="keywordtype">bool</span>                            _perform_projection_clipping;</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;};</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;}</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* __ARM_COMPUTE_CLLSTMLAYER_H__ */</span><span class="preprocessor"></span></div><div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_a3fde8c2474695d765548098d5ba0cd28"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#a3fde8c2474695d765548098d5ba0cd28">arm_compute::LSTMParams::~LSTMParams</a></div><div class="ttdeci">~LSTMParams()=default</div><div class="ttdoc">Default destructor. </div></div>
 121 <div class="ttc" id="_c_l_activation_layer_kernel_8h_xhtml"><div class="ttname"><a href="_c_l_activation_layer_kernel_8h.xhtml">CLActivationLayerKernel.h</a></div></div>
 122 <div class="ttc" id="classarm__compute_1_1_c_l_fully_connected_layer_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_fully_connected_layer.xhtml">arm_compute::CLFullyConnectedLayer</a></div><div class="ttdoc">Basic function to compute a Fully Connected layer on OpenCL. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_fully_connected_layer_8h_source.xhtml#l00074">CLFullyConnectedLayer.h:74</a></div></div>
 123 <div class="ttc" id="classarm__compute_1_1_i_function_xhtml"><div class="ttname"><a href="classarm__compute_1_1_i_function.xhtml">arm_compute::IFunction</a></div><div class="ttdoc">Base class for all functions. </div><div class="ttdef"><b>Definition:</b> <a href="_i_function_8h_source.xhtml#l00030">IFunction.h:30</a></div></div>
 124 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_aee50d074dade51a2743b49669565386c"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#aee50d074dade51a2743b49669565386c">arm_compute::LSTMParams::cell_to_input_weights</a></div><div class="ttdeci">const T * cell_to_input_weights() const </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00124">CLLSTMLayer.h:124</a></div></div>
 125 <div class="ttc" id="_c_l_copy_kernel_8h_xhtml"><div class="ttname"><a href="_c_l_copy_kernel_8h.xhtml">CLCopyKernel.h</a></div></div>
 126 <div class="ttc" id="_c_l_arithmetic_addition_8h_xhtml"><div class="ttname"><a href="_c_l_arithmetic_addition_8h.xhtml">CLArithmeticAddition.h</a></div></div>
 127 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_abd553d9f4eb47989b0f9e43183251c0a"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#abd553d9f4eb47989b0f9e43183251c0a">arm_compute::LSTMParams::projection_weights</a></div><div class="ttdeci">const T * projection_weights() const </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00144">CLLSTMLayer.h:144</a></div></div>
 128 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_a5d1e77addfd1234e38ada7fe1fd170a3"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#a5d1e77addfd1234e38ada7fe1fd170a3">arm_compute::LSTMParams::cell_to_forget_weights</a></div><div class="ttdeci">const T * cell_to_forget_weights() const </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00134">CLLSTMLayer.h:134</a></div></div>
 129 <div class="ttc" id="_i_memory_manager_8h_xhtml"><div class="ttname"><a href="_i_memory_manager_8h.xhtml">IMemoryManager.h</a></div></div>
 130 <div class="ttc" id="_c_l_tensor_8h_xhtml"><div class="ttname"><a href="_c_l_tensor_8h.xhtml">CLTensor.h</a></div></div>
 131 <div class="ttc" id="classarm__compute_1_1_c_l_arithmetic_addition_kernel_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_arithmetic_addition_kernel.xhtml">arm_compute::CLArithmeticAdditionKernel</a></div><div class="ttdoc">Interface for the arithmetic addition kernel. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_arithmetic_addition_kernel_8h_source.xhtml#l00039">CLArithmeticAdditionKernel.h:39</a></div></div>
 132 <div class="ttc" id="classarm__compute_1_1_c_l_arithmetic_addition_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_arithmetic_addition.xhtml">arm_compute::CLArithmeticAddition</a></div><div class="ttdoc">Basic function to run CLArithmeticAdditionKernel. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_arithmetic_addition_8h_source.xhtml#l00039">CLArithmeticAddition.h:39</a></div></div>
 133 <div class="ttc" id="classarm__compute_1_1_i_tensor_info_xhtml"><div class="ttname"><a href="classarm__compute_1_1_i_tensor_info.xhtml">arm_compute::ITensorInfo</a></div><div class="ttdoc">Store the tensor&amp;#39;s metadata. </div><div class="ttdef"><b>Definition:</b> <a href="_i_tensor_info_8h_source.xhtml#l00040">ITensorInfo.h:40</a></div></div>
 134 <div class="ttc" id="classarm__compute_1_1_c_l_copy_kernel_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_copy_kernel.xhtml">arm_compute::CLCopyKernel</a></div><div class="ttdoc">OpenCL kernel to perform a copy between two tensors. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_copy_kernel_8h_source.xhtml#l00035">CLCopyKernel.h:35</a></div></div>
 135 <div class="ttc" id="_c_l_pixel_wise_multiplication_kernel_8h_xhtml"><div class="ttname"><a href="_c_l_pixel_wise_multiplication_kernel_8h.xhtml">CLPixelWiseMultiplicationKernel.h</a></div></div>
 136 <div class="ttc" id="classarm__compute_1_1_status_xhtml"><div class="ttname"><a href="classarm__compute_1_1_status.xhtml">arm_compute::Status</a></div><div class="ttdoc">Status class. </div><div class="ttdef"><b>Definition:</b> <a href="_error_8h_source.xhtml#l00051">Error.h:51</a></div></div>
 137 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml">arm_compute::ActivationLayerInfo</a></div><div class="ttdoc">Activation Layer Information class. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00809">Types.h:809</a></div></div>
 138 <div class="ttc" id="namespacearm__compute_xhtml"><div class="ttname"><a href="namespacearm__compute.xhtml">arm_compute</a></div><div class="ttdoc">This file contains all available output stages for GEMMLowp on OpenCL. </div><div class="ttdef"><b>Definition:</b> <a href="00__introduction_8dox_source.xhtml#l00001">00_introduction.dox:1</a></div></div>
 139 <div class="ttc" id="classarm__compute_1_1_c_l_activation_layer_kernel_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_activation_layer_kernel.xhtml">arm_compute::CLActivationLayerKernel</a></div><div class="ttdoc">Interface for the activation layer kernel. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_activation_layer_kernel_8h_source.xhtml#l00034">CLActivationLayerKernel.h:34</a></div></div>
 140 <div class="ttc" id="_c_l_arithmetic_subtraction_kernel_8h_xhtml"><div class="ttname"><a href="_c_l_arithmetic_subtraction_kernel_8h.xhtml">CLArithmeticSubtractionKernel.h</a></div></div>
 141 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a6813132c943295888972727864ea5c2f"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a6813132c943295888972727864ea5c2f">arm_compute::test::validation::validate</a></div><div class="ttdeci">validate(dst.info() -&gt;valid_region(), dst_valid_region)</div></div>
 142 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_ac531b5180cfe3ad8e5e6a7a399618a1b"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#ac531b5180cfe3ad8e5e6a7a399618a1b">arm_compute::LSTMParams::projection_bias</a></div><div class="ttdeci">const T * projection_bias() const </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00149">CLLSTMLayer.h:149</a></div></div>
 143 <div class="ttc" id="classarm__compute_1_1_c_l_g_e_m_m_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_g_e_m_m.xhtml">arm_compute::CLGEMM</a></div><div class="ttdoc">Basic function to execute GEMM on OpenCL. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_g_e_m_m_8h_source.xhtml#l00051">CLGEMM.h:51</a></div></div>
 144 <div class="ttc" id="_c_l_memory_group_8h_xhtml"><div class="ttname"><a href="_c_l_memory_group_8h.xhtml">CLMemoryGroup.h</a></div></div>
 145 <div class="ttc" id="_c_l_g_e_m_m_8h_xhtml"><div class="ttname"><a href="_c_l_g_e_m_m_8h.xhtml">CLGEMM.h</a></div></div>
 146 <div class="ttc" id="classarm__compute_1_1_c_l_width_concatenate_layer_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_width_concatenate_layer.xhtml">arm_compute::CLWidthConcatenateLayer</a></div><div class="ttdoc">Basic function to execute concatenate tensors along x axis. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_width_concatenate_layer_8h_source.xhtml#l00046">CLWidthConcatenateLayer.h:46</a></div></div>
 147 <div class="ttc" id="classarm__compute_1_1_c_l_l_s_t_m_layer_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_l_s_t_m_layer.xhtml">arm_compute::CLLSTMLayer</a></div><div class="ttdoc">This function performs a single time step in a Long Short-Term Memory (LSTM) layer. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00186">CLLSTMLayer.h:186</a></div></div>
 148 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_ab3135273c5a0012fb93c6a2a4b5f89f9"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#ab3135273c5a0012fb93c6a2a4b5f89f9">arm_compute::LSTMParams::input_to_input_weights</a></div><div class="ttdeci">const T * input_to_input_weights() const </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00114">CLLSTMLayer.h:114</a></div></div>
 149 <div class="ttc" id="classarm__compute_1_1_c_l_arithmetic_subtraction_kernel_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_arithmetic_subtraction_kernel.xhtml">arm_compute::CLArithmeticSubtractionKernel</a></div><div class="ttdoc">Interface for the arithmetic subtraction kernel. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_arithmetic_subtraction_kernel_8h_source.xhtml#l00040">CLArithmeticSubtractionKernel.h:40</a></div></div>
 150 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_ada73ca6bbffdf20b246b101e1d8e2ab1"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#ada73ca6bbffdf20b246b101e1d8e2ab1">arm_compute::LSTMParams::LSTMParams</a></div><div class="ttdeci">LSTMParams()</div><div class="ttdoc">Constructor. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00054">CLLSTMLayer.h:54</a></div></div>
 151 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_a6f4053073d815529a7f7b0da60f0f73b"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#a6f4053073d815529a7f7b0da60f0f73b">arm_compute::LSTMParams::cell_to_output_weights</a></div><div class="ttdeci">const T * cell_to_output_weights() const </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00139">CLLSTMLayer.h:139</a></div></div>
 152 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_aea777d30779bab2d14630ea7e8516615"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#aea777d30779bab2d14630ea7e8516615">arm_compute::LSTMParams::set_projection_params</a></div><div class="ttdeci">LSTMParams &amp; set_projection_params(const T *projection_weights, const T *projection_bias)</div><div class="ttdoc">Set projection tensor parameters. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00090">CLLSTMLayer.h:90</a></div></div>
 153 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_a2610abee070db778e644f347d682dfa1"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#a2610abee070db778e644f347d682dfa1">arm_compute::LSTMParams::has_peephole_opt</a></div><div class="ttdeci">bool has_peephole_opt() const </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00154">CLLSTMLayer.h:154</a></div></div>
 154 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_adac8095c0cd29d443206dfcaf67f3607"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#adac8095c0cd29d443206dfcaf67f3607">arm_compute::LSTMParams::set_cifg_params</a></div><div class="ttdeci">LSTMParams &amp; set_cifg_params(const T *input_to_input_weights, const T *recurrent_to_input_weights, const T *cell_to_input_weights, const T *input_gate_bias)</div><div class="ttdoc">Set CIFG tensor parameters. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00074">CLLSTMLayer.h:74</a></div></div>
 155 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_a8538b9ffac626195049a362628f33883"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#a8538b9ffac626195049a362628f33883">arm_compute::LSTMParams::input_gate_bias</a></div><div class="ttdeci">const T * input_gate_bias() const </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00129">CLLSTMLayer.h:129</a></div></div>
 156 <div class="ttc" id="classarm__compute_1_1_memory_group_base_xhtml"><div class="ttname"><a href="classarm__compute_1_1_memory_group_base.xhtml">arm_compute::MemoryGroupBase&lt; CLTensor &gt;</a></div></div>
 157 <div class="ttc" id="classarm__compute_1_1_i_c_l_tensor_xhtml"><div class="ttname"><a href="classarm__compute_1_1_i_c_l_tensor.xhtml">arm_compute::ICLTensor</a></div><div class="ttdoc">Interface for OpenCL tensor. </div><div class="ttdef"><b>Definition:</b> <a href="_i_c_l_tensor_8h_source.xhtml#l00040">ICLTensor.h:40</a></div></div>
 158 <div class="ttc" id="classarm__compute_1_1_c_l_pixel_wise_multiplication_kernel_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_pixel_wise_multiplication_kernel.xhtml">arm_compute::CLPixelWiseMultiplicationKernel</a></div><div class="ttdoc">Interface for the pixelwise multiplication kernel. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_pixel_wise_multiplication_kernel_8h_source.xhtml#l00037">CLPixelWiseMultiplicationKernel.h:37</a></div></div>
 159 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_a41f485e7fb31022c72808b7d7e3a2d35"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#a41f485e7fb31022c72808b7d7e3a2d35">arm_compute::LSTMParams::has_projection</a></div><div class="ttdeci">bool has_projection() const </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00159">CLLSTMLayer.h:159</a></div></div>
 160 <div class="ttc" id="_c_l_fully_connected_layer_8h_xhtml"><div class="ttname"><a href="_c_l_fully_connected_layer_8h.xhtml">CLFullyConnectedLayer.h</a></div></div>
 161 <div class="ttc" id="_i_function_8h_xhtml"><div class="ttname"><a href="_i_function_8h.xhtml">IFunction.h</a></div></div>
 162 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_ab09e516de7730aa737e2905630dfc644"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#ab09e516de7730aa737e2905630dfc644">arm_compute::LSTMParams::recurrent_to_input_weights</a></div><div class="ttdeci">const T * recurrent_to_input_weights() const </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00119">CLLSTMLayer.h:119</a></div></div>
 163 <div class="ttc" id="classarm__compute_1_1_c_l_transpose_kernel_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_transpose_kernel.xhtml">arm_compute::CLTransposeKernel</a></div><div class="ttdoc">OpenCL kernel which transposes the elements of a matrix. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_transpose_kernel_8h_source.xhtml#l00038">CLTransposeKernel.h:38</a></div></div>
 164 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_af9f07d002a2338c5bc137b012fe546c2"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#af9f07d002a2338c5bc137b012fe546c2">arm_compute::LSTMParams::operator=</a></div><div class="ttdeci">LSTMParams &amp; operator=(const LSTMParams &amp;)=delete</div><div class="ttdoc">Prevent instances of this class from being copied (As this class contains pointers) ...</div></div>
 165 <div class="ttc" id="arm__compute_2core_2_types_8h_xhtml"><div class="ttname"><a href="arm__compute_2core_2_types_8h.xhtml">Types.h</a></div></div>
 166 <div class="ttc" id="_c_l_width_concatenate_layer_8h_xhtml"><div class="ttname"><a href="_c_l_width_concatenate_layer_8h.xhtml">CLWidthConcatenateLayer.h</a></div></div>
 167 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_acafe99f8fa2312a1dc356cb7d0aa3b6b"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#acafe99f8fa2312a1dc356cb7d0aa3b6b">arm_compute::LSTMParams::has_cifg_opt</a></div><div class="ttdeci">bool has_cifg_opt() const </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00164">CLLSTMLayer.h:164</a></div></div>
 168 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml_a89b6dc21fc7e0340789f2490c1a5da4b"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml#a89b6dc21fc7e0340789f2490c1a5da4b">arm_compute::LSTMParams::set_peephole_params</a></div><div class="ttdeci">LSTMParams &amp; set_peephole_params(const T *cell_to_input_weights, const T *cell_to_forget_weights, const T *cell_to_output_weights)</div><div class="ttdoc">Set peephole tensor parameters. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00105">CLLSTMLayer.h:105</a></div></div>
 169 <div class="ttc" id="_c_l_arithmetic_addition_kernel_8h_xhtml"><div class="ttname"><a href="_c_l_arithmetic_addition_kernel_8h.xhtml">CLArithmeticAdditionKernel.h</a></div></div>
 170 <div class="ttc" id="classarm__compute_1_1_l_s_t_m_params_xhtml"><div class="ttname"><a href="classarm__compute_1_1_l_s_t_m_params.xhtml">arm_compute::LSTMParams</a></div><div class="ttdef"><b>Definition:</b> <a href="_c_l_l_s_t_m_layer_8h_source.xhtml#l00050">CLLSTMLayer.h:50</a></div></div>
 171 <div class="ttc" id="classarm__compute_1_1_c_l_tensor_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_tensor.xhtml">arm_compute::CLTensor</a></div><div class="ttdoc">Basic implementation of the OpenCL tensor interface. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_tensor_8h_source.xhtml#l00039">CLTensor.h:39</a></div></div>
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 177     <li class="navelem"><a class="el" href="dir_214608ef36d61442cb2b0c1c4e9a7def.xhtml">arm_compute</a></li><li class="navelem"><a class="el" href="dir_8bc26130589aa16388b5a02f17abf2c2.xhtml">runtime</a></li><li class="navelem"><a class="el" href="dir_b986aa98f9b6490bb4fc7918500346fb.xhtml">CL</a></li><li class="navelem"><a class="el" href="dir_251c63bc3f70b60acf43edd6d870a3ef.xhtml">functions</a></li><li class="navelem"><a class="el" href="_c_l_l_s_t_m_layer_8h.xhtml">CLLSTMLayer.h</a></li>
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