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119 <a href="#pub-methods">Public Member Functions</a> </div>
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121 <div class="title">CLQuantizationLayer Class Reference</div> </div>
123 <div class="contents">
125 <p>Basic function to simulate a quantization layer.
126 <a href="classarm__compute_1_1_c_l_quantization_layer.xhtml#details">More...</a></p>
128 <p><code>#include <<a class="el" href="_c_l_quantization_layer_8h_source.xhtml">CLQuantizationLayer.h</a>></code></p>
129 <div class="dynheader">
130 Collaboration diagram for CLQuantizationLayer:</div>
131 <div class="dyncontent">
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134 <center><span class="legend">[<a target="top" href="graph_legend.xhtml">legend</a>]</span></center></div>
135 <table class="memberdecls">
136 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
137 Public Member Functions</h2></td></tr>
138 <tr class="memitem:af4032433e87b3c30aeb5c8ad5156a432"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_quantization_layer.xhtml#af4032433e87b3c30aeb5c8ad5156a432">CLQuantizationLayer</a> ()</td></tr>
139 <tr class="memdesc:af4032433e87b3c30aeb5c8ad5156a432"><td class="mdescLeft"> </td><td class="mdescRight">Default constructor. <a href="#af4032433e87b3c30aeb5c8ad5156a432">More...</a><br /></td></tr>
140 <tr class="separator:af4032433e87b3c30aeb5c8ad5156a432"><td class="memSeparator" colspan="2"> </td></tr>
141 <tr class="memitem:a074e10cfb217e657b9e81adeca2abc68"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_quantization_layer.xhtml#a074e10cfb217e657b9e81adeca2abc68">configure</a> (const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *input, <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *output)</td></tr>
142 <tr class="memdesc:a074e10cfb217e657b9e81adeca2abc68"><td class="mdescLeft"> </td><td class="mdescRight">Set the input and output tensors. <a href="#a074e10cfb217e657b9e81adeca2abc68">More...</a><br /></td></tr>
143 <tr class="separator:a074e10cfb217e657b9e81adeca2abc68"><td class="memSeparator" colspan="2"> </td></tr>
144 <tr class="memitem:ad1717410afd0be936c6213a63c8005fb"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_quantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">run</a> () override</td></tr>
145 <tr class="memdesc:ad1717410afd0be936c6213a63c8005fb"><td class="mdescLeft"> </td><td class="mdescRight">Run the kernels contained in the function. <a href="#ad1717410afd0be936c6213a63c8005fb">More...</a><br /></td></tr>
146 <tr class="separator:ad1717410afd0be936c6213a63c8005fb"><td class="memSeparator" colspan="2"> </td></tr>
147 <tr class="inherit_header pub_methods_classarm__compute_1_1_i_function"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_function')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_function.xhtml">IFunction</a></td></tr>
148 <tr class="memitem:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memItemLeft" align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_function.xhtml#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">~IFunction</a> ()=default</td></tr>
149 <tr class="memdesc:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="mdescLeft"> </td><td class="mdescRight">Destructor. <a href="#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">More...</a><br /></td></tr>
150 <tr class="separator:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2"> </td></tr>
152 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
153 <div class="textblock"><p>Basic function to simulate a quantization layer. </p>
154 <p>This function calls the following CL kernels:</p>
155 <dl class="section note"><dt>Note</dt><dd>The implementation supports only 3D input tensors.</dd></dl>
157 <li><a class="el" href="classarm__compute_1_1_c_l_min_max_layer_kernel.xhtml">CLMinMaxLayerKernel</a></li>
158 <li><a class="el" href="classarm__compute_1_1_c_l_quantization_layer_kernel.xhtml">CLQuantizationLayerKernel</a> </li>
161 <p>Definition at line <a class="el" href="_c_l_quantization_layer_8h_source.xhtml#l00045">45</a> of file <a class="el" href="_c_l_quantization_layer_8h_source.xhtml">CLQuantizationLayer.h</a>.</p>
162 </div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
163 <a class="anchor" id="af4032433e87b3c30aeb5c8ad5156a432"></a>
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165 <div class="memproto">
166 <table class="memname">
168 <td class="memname"><a class="el" href="classarm__compute_1_1_c_l_quantization_layer.xhtml">CLQuantizationLayer</a> </td>
170 <td class="paramname"></td><td>)</td>
174 </div><div class="memdoc">
176 <p>Default constructor. </p>
180 <h2 class="groupheader">Member Function Documentation</h2>
181 <a class="anchor" id="a074e10cfb217e657b9e81adeca2abc68"></a>
182 <div class="memitem">
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184 <table class="memname">
186 <td class="memname">void configure </td>
188 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> * </td>
189 <td class="paramname"><em>input</em>, </td>
192 <td class="paramkey"></td>
194 <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> * </td>
195 <td class="paramname"><em>output</em> </td>
203 </div><div class="memdoc">
205 <p>Set the input and output tensors. </p>
206 <dl class="params"><dt>Parameters</dt><dd>
207 <table class="params">
208 <tr><td class="paramdir">[in]</td><td class="paramname">input</td><td>Source tensor with at least 3 dimensions. The dimensions over the third will be interpreted as batches. Data types supported: F32. </td></tr>
209 <tr><td class="paramdir">[out]</td><td class="paramname">output</td><td>Destination tensor with the same dimensions of input. Output data type must be U8. </td></tr>
214 <p>Referenced by <a class="el" href="validation_2_c_l_2_quantization_layer_8cpp_source.xhtml#l00055">arm_compute::test::validation::DATA_TEST_CASE()</a>.</p>
218 <a class="anchor" id="ad1717410afd0be936c6213a63c8005fb"></a>
219 <div class="memitem">
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223 <td class="mlabels-left">
224 <table class="memname">
226 <td class="memname">void run </td>
228 <td class="paramname"></td><td>)</td>
233 <td class="mlabels-right">
234 <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td>
237 </div><div class="memdoc">
239 <p>Run the kernels contained in the function. </p>
240 <p>For NEON kernels:</p><ul>
241 <li>Multi-threading is used for the kernels which are parallelisable.</li>
242 <li>By default std::thread::hardware_concurrency() threads are used.</li>
244 <dl class="section note"><dt>Note</dt><dd><a class="el" href="classarm__compute_1_1_c_p_p_scheduler.xhtml#ae64eebaa07f4d2da6cc2ba538c3cb095">CPPScheduler::set_num_threads()</a> can be used to manually set the number of threads</dd></dl>
245 <p>For OpenCL kernels:</p><ul>
246 <li>All the kernels are enqueued on the queue associated with <a class="el" href="classarm__compute_1_1_c_l_scheduler.xhtml" title="Provides global access to a CL context and command queue. ">CLScheduler</a>.</li>
247 <li>The queue is then flushed.</li>
249 <dl class="section note"><dt>Note</dt><dd>The function will not block until the kernels are executed. It is the user's responsibility to wait. </dd></dl>
251 <p>Implements <a class="el" href="classarm__compute_1_1_i_function.xhtml#a18954417d3124a8095783ea13dc6d00b">IFunction</a>.</p>
255 <hr/>The documentation for this class was generated from the following file:<ul>
256 <li>arm_compute/runtime/CL/functions/<a class="el" href="_c_l_quantization_layer_8h_source.xhtml">CLQuantizationLayer.h</a></li>
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264 <li class="footer">Generated on Fri Mar 2 2018 12:37:57 for Compute Library by
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