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9 <title>ARM Compute Library: CLGEMMLowpMatrixMultiplyKernel Class Reference</title>
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118 <a href="#pub-methods">Public Member Functions</a> </div>
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120 <div class="title">CLGEMMLowpMatrixMultiplyKernel Class Reference</div> </div>
122 <div class="contents">
124 <p>OpenCL kernel to compute low precision matrix multiplication kernel.
125 <a href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml#details">More...</a></p>
127 <p><code>#include <<a class="el" href="_c_l_g_e_m_m_lowp_matrix_multiply_kernel_8h_source.xhtml">CLGEMMLowpMatrixMultiplyKernel.h</a>></code></p>
128 <div class="dynheader">
129 Collaboration diagram for CLGEMMLowpMatrixMultiplyKernel:</div>
130 <div class="dyncontent">
131 <div class="center"><iframe scrolling="no" frameborder="0" src="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel__coll__graph.svg" width="203" height="202"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
133 <center><span class="legend">[<a target="top" href="graph_legend.xhtml">legend</a>]</span></center></div>
134 <table class="memberdecls">
135 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
136 Public Member Functions</h2></td></tr>
137 <tr class="memitem:a759d01d5376a17c7b81131212588810a"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml#a759d01d5376a17c7b81131212588810a">CLGEMMLowpMatrixMultiplyKernel</a> ()</td></tr>
138 <tr class="memdesc:a759d01d5376a17c7b81131212588810a"><td class="mdescLeft"> </td><td class="mdescRight">Default Constructor. <a href="#a759d01d5376a17c7b81131212588810a">More...</a><br /></td></tr>
139 <tr class="separator:a759d01d5376a17c7b81131212588810a"><td class="memSeparator" colspan="2"> </td></tr>
140 <tr class="memitem:a5f55c40f31bba46fa72429c820ff8139"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml#a5f55c40f31bba46fa72429c820ff8139">CLGEMMLowpMatrixMultiplyKernel</a> (const <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> &)=delete</td></tr>
141 <tr class="memdesc:a5f55c40f31bba46fa72429c820ff8139"><td class="mdescLeft"> </td><td class="mdescRight">Prevent instances of this class from being copied (As this class contains pointers) <a href="#a5f55c40f31bba46fa72429c820ff8139">More...</a><br /></td></tr>
142 <tr class="separator:a5f55c40f31bba46fa72429c820ff8139"><td class="memSeparator" colspan="2"> </td></tr>
143 <tr class="memitem:af520778a23d6716080043321d07e9999"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml#af520778a23d6716080043321d07e9999">operator=</a> (const <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> &)=delete</td></tr>
144 <tr class="memdesc:af520778a23d6716080043321d07e9999"><td class="mdescLeft"> </td><td class="mdescRight">Prevent instances of this class from being copied (As this class contains pointers) <a href="#af520778a23d6716080043321d07e9999">More...</a><br /></td></tr>
145 <tr class="separator:af520778a23d6716080043321d07e9999"><td class="memSeparator" colspan="2"> </td></tr>
146 <tr class="memitem:afdcbb16be23445f565801d54201c9b1d"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml#afdcbb16be23445f565801d54201c9b1d">CLGEMMLowpMatrixMultiplyKernel</a> (<a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> &&)=default</td></tr>
147 <tr class="memdesc:afdcbb16be23445f565801d54201c9b1d"><td class="mdescLeft"> </td><td class="mdescRight">Allow instances of this class to be moved. <a href="#afdcbb16be23445f565801d54201c9b1d">More...</a><br /></td></tr>
148 <tr class="separator:afdcbb16be23445f565801d54201c9b1d"><td class="memSeparator" colspan="2"> </td></tr>
149 <tr class="memitem:af7290399a051e470ba52daadd8d7f968"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml#af7290399a051e470ba52daadd8d7f968">operator=</a> (<a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> &&)=default</td></tr>
150 <tr class="memdesc:af7290399a051e470ba52daadd8d7f968"><td class="mdescLeft"> </td><td class="mdescRight">Allow instances of this class to be moved. <a href="#af7290399a051e470ba52daadd8d7f968">More...</a><br /></td></tr>
151 <tr class="separator:af7290399a051e470ba52daadd8d7f968"><td class="memSeparator" colspan="2"> </td></tr>
152 <tr class="memitem:a8aa4449c8d99240410f4e9dff644614b"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml#a8aa4449c8d99240410f4e9dff644614b">configure</a> (const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *input0, const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *input1, <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *output, int32_t a_offset, int32_t b_offset, int32_t output_offset, int32_t output_mult_int, int32_t shift)</td></tr>
153 <tr class="memdesc:a8aa4449c8d99240410f4e9dff644614b"><td class="mdescLeft"> </td><td class="mdescRight">Initialise the kernel's input and output. <a href="#a8aa4449c8d99240410f4e9dff644614b">More...</a><br /></td></tr>
154 <tr class="separator:a8aa4449c8d99240410f4e9dff644614b"><td class="memSeparator" colspan="2"> </td></tr>
155 <tr class="memitem:a493987e85723a8000eb26d1f00e2ad0e"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml#a493987e85723a8000eb26d1f00e2ad0e">run</a> (const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> &<a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353">window</a>, cl::CommandQueue &queue) override</td></tr>
156 <tr class="memdesc:a493987e85723a8000eb26d1f00e2ad0e"><td class="mdescLeft"> </td><td class="mdescRight">Enqueue the OpenCL kernel to process the given window on the passed OpenCL command queue. <a href="#a493987e85723a8000eb26d1f00e2ad0e">More...</a><br /></td></tr>
157 <tr class="separator:a493987e85723a8000eb26d1f00e2ad0e"><td class="memSeparator" colspan="2"> </td></tr>
158 <tr class="inherit_header pub_methods_classarm__compute_1_1_i_c_l_kernel"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_c_l_kernel')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml">ICLKernel</a></td></tr>
159 <tr class="memitem:a6b10e96ce90bf901d17def86b874b019 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml#a6b10e96ce90bf901d17def86b874b019">ICLKernel</a> ()</td></tr>
160 <tr class="memdesc:a6b10e96ce90bf901d17def86b874b019 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Constructor. <a href="#a6b10e96ce90bf901d17def86b874b019">More...</a><br /></td></tr>
161 <tr class="separator:a6b10e96ce90bf901d17def86b874b019 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memSeparator" colspan="2"> </td></tr>
162 <tr class="memitem:ae5121015ab09ece4d470f50c7ffe198e inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memItemLeft" align="right" valign="top">cl::Kernel & </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml#ae5121015ab09ece4d470f50c7ffe198e">kernel</a> ()</td></tr>
163 <tr class="memdesc:ae5121015ab09ece4d470f50c7ffe198e inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Returns a reference to the OpenCL kernel of this object. <a href="#ae5121015ab09ece4d470f50c7ffe198e">More...</a><br /></td></tr>
164 <tr class="separator:ae5121015ab09ece4d470f50c7ffe198e inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memSeparator" colspan="2"> </td></tr>
165 <tr class="memitem:a479e7043e65dc87de35d374e108510f7 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml#a479e7043e65dc87de35d374e108510f7">add_1D_tensor_argument</a> (unsigned int &idx, const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *tensor, const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> &<a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353">window</a>)</td></tr>
166 <tr class="memdesc:a479e7043e65dc87de35d374e108510f7 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Add the passed 1D tensor's parameters to the object's kernel's arguments starting from the index idx. <a href="#a479e7043e65dc87de35d374e108510f7">More...</a><br /></td></tr>
167 <tr class="separator:a479e7043e65dc87de35d374e108510f7 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memSeparator" colspan="2"> </td></tr>
168 <tr class="memitem:ac74dad3e61f79334f5e73f3c3ac603cb inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml#ac74dad3e61f79334f5e73f3c3ac603cb">add_2D_tensor_argument</a> (unsigned int &idx, const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *tensor, const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> &<a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353">window</a>)</td></tr>
169 <tr class="memdesc:ac74dad3e61f79334f5e73f3c3ac603cb inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Add the passed 2D tensor's parameters to the object's kernel's arguments starting from the index idx. <a href="#ac74dad3e61f79334f5e73f3c3ac603cb">More...</a><br /></td></tr>
170 <tr class="separator:ac74dad3e61f79334f5e73f3c3ac603cb inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memSeparator" colspan="2"> </td></tr>
171 <tr class="memitem:a28f5847162f352444c6ac1825d0e99c7 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml#a28f5847162f352444c6ac1825d0e99c7">add_3D_tensor_argument</a> (unsigned int &idx, const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *tensor, const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> &<a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353">window</a>)</td></tr>
172 <tr class="memdesc:a28f5847162f352444c6ac1825d0e99c7 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Add the passed 3D tensor's parameters to the object's kernel's arguments starting from the index idx. <a href="#a28f5847162f352444c6ac1825d0e99c7">More...</a><br /></td></tr>
173 <tr class="separator:a28f5847162f352444c6ac1825d0e99c7 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memSeparator" colspan="2"> </td></tr>
174 <tr class="memitem:a770f45838881fc061294e56d64f34386 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memItemLeft" align="right" valign="top">unsigned int </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml#a770f45838881fc061294e56d64f34386">num_arguments_per_1D_tensor</a> () const </td></tr>
175 <tr class="memdesc:a770f45838881fc061294e56d64f34386 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Returns the number of arguments enqueued per 1D tensor object. <a href="#a770f45838881fc061294e56d64f34386">More...</a><br /></td></tr>
176 <tr class="separator:a770f45838881fc061294e56d64f34386 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memSeparator" colspan="2"> </td></tr>
177 <tr class="memitem:ac734502531e7f95e25b3bf688a304a59 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memItemLeft" align="right" valign="top">unsigned int </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml#ac734502531e7f95e25b3bf688a304a59">num_arguments_per_2D_tensor</a> () const </td></tr>
178 <tr class="memdesc:ac734502531e7f95e25b3bf688a304a59 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Returns the number of arguments enqueued per 2D tensor object. <a href="#ac734502531e7f95e25b3bf688a304a59">More...</a><br /></td></tr>
179 <tr class="separator:ac734502531e7f95e25b3bf688a304a59 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memSeparator" colspan="2"> </td></tr>
180 <tr class="memitem:a4feaae9c860cddfa843d37c953674a22 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memItemLeft" align="right" valign="top">unsigned int </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml#a4feaae9c860cddfa843d37c953674a22">num_arguments_per_3D_tensor</a> () const </td></tr>
181 <tr class="memdesc:a4feaae9c860cddfa843d37c953674a22 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Returns the number of arguments enqueued per 3D tensor object. <a href="#a4feaae9c860cddfa843d37c953674a22">More...</a><br /></td></tr>
182 <tr class="separator:a4feaae9c860cddfa843d37c953674a22 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memSeparator" colspan="2"> </td></tr>
183 <tr class="memitem:a50f427a1d9419800972b9e03c4034311 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memTemplParams" colspan="2">template<typename T > </td></tr>
184 <tr class="memitem:a50f427a1d9419800972b9e03c4034311 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memTemplItemLeft" align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml#a50f427a1d9419800972b9e03c4034311">add_argument</a> (unsigned int &idx, T value)</td></tr>
185 <tr class="memdesc:a50f427a1d9419800972b9e03c4034311 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Add the passed parameters to the object's kernel's arguments starting from the index idx. <a href="#a50f427a1d9419800972b9e03c4034311">More...</a><br /></td></tr>
186 <tr class="separator:a50f427a1d9419800972b9e03c4034311 inherit pub_methods_classarm__compute_1_1_i_c_l_kernel"><td class="memSeparator" colspan="2"> </td></tr>
187 <tr class="inherit_header pub_methods_classarm__compute_1_1_i_kernel"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_kernel')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_kernel.xhtml">IKernel</a></td></tr>
188 <tr class="memitem:a7250cb8cbaa4104a93a2d77155085507 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a7250cb8cbaa4104a93a2d77155085507">IKernel</a> ()</td></tr>
189 <tr class="memdesc:a7250cb8cbaa4104a93a2d77155085507 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Constructor. <a href="#a7250cb8cbaa4104a93a2d77155085507">More...</a><br /></td></tr>
190 <tr class="separator:a7250cb8cbaa4104a93a2d77155085507 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2"> </td></tr>
191 <tr class="memitem:a341b60d15a5e12a5b8f3825194dd3b12 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a341b60d15a5e12a5b8f3825194dd3b12">~IKernel</a> ()=default</td></tr>
192 <tr class="memdesc:a341b60d15a5e12a5b8f3825194dd3b12 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Destructor. <a href="#a341b60d15a5e12a5b8f3825194dd3b12">More...</a><br /></td></tr>
193 <tr class="separator:a341b60d15a5e12a5b8f3825194dd3b12 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2"> </td></tr>
194 <tr class="memitem:abfab8f0d4928e1081d9f65b77933e24a inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">virtual bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#abfab8f0d4928e1081d9f65b77933e24a">is_parallelisable</a> () const </td></tr>
195 <tr class="memdesc:abfab8f0d4928e1081d9f65b77933e24a inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Indicates whether or not the kernel is parallelisable. <a href="#abfab8f0d4928e1081d9f65b77933e24a">More...</a><br /></td></tr>
196 <tr class="separator:abfab8f0d4928e1081d9f65b77933e24a inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2"> </td></tr>
197 <tr class="memitem:aa6daa9b04e2035bf007e5e5c3c4396a8 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">virtual <a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#aa6daa9b04e2035bf007e5e5c3c4396a8">border_size</a> () const </td></tr>
198 <tr class="memdesc:aa6daa9b04e2035bf007e5e5c3c4396a8 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft"> </td><td class="mdescRight">The size of the border for that kernel. <a href="#aa6daa9b04e2035bf007e5e5c3c4396a8">More...</a><br /></td></tr>
199 <tr class="separator:aa6daa9b04e2035bf007e5e5c3c4396a8 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2"> </td></tr>
200 <tr class="memitem:a3f5646133956f06348b310ccc3d36353 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353">window</a> () const </td></tr>
201 <tr class="memdesc:a3f5646133956f06348b310ccc3d36353 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft"> </td><td class="mdescRight">The maximum window the kernel can be executed on. <a href="#a3f5646133956f06348b310ccc3d36353">More...</a><br /></td></tr>
202 <tr class="separator:a3f5646133956f06348b310ccc3d36353 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2"> </td></tr>
204 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
205 <div class="textblock"><p>OpenCL kernel to compute low precision matrix multiplication kernel. </p>
206 <p>This kernel performs the following computation:</p><ol type="1">
207 <li>Convert a values from uint8 to int32 and add a_offset to each of them.</li>
208 <li>Convert b values from uint8 to int32 and add b_offset to each of them.</li>
209 <li>Compute the int32 matrix product of the resulting a * b.</li>
210 <li>Add output_offset to each entry of the result.</li>
211 <li>Multiply each entry of the result and round to the nearest integer</li>
212 <li>Clamp the resulting int32 values to the [0..255] range and cast to uint8. </li>
215 <p>Definition at line <a class="el" href="_c_l_g_e_m_m_lowp_matrix_multiply_kernel_8h_source.xhtml#l00043">43</a> of file <a class="el" href="_c_l_g_e_m_m_lowp_matrix_multiply_kernel_8h_source.xhtml">CLGEMMLowpMatrixMultiplyKernel.h</a>.</p>
216 </div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
217 <a class="anchor" id="a759d01d5376a17c7b81131212588810a"></a>
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222 <td class="memname"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> </td>
224 <td class="paramname"></td><td>)</td>
228 </div><div class="memdoc">
230 <p>Default Constructor. </p>
234 <a class="anchor" id="a5f55c40f31bba46fa72429c820ff8139"></a>
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242 <td class="memname"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> </td>
244 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> & </td>
245 <td class="paramname"></td><td>)</td>
250 <td class="mlabels-right">
251 <span class="mlabels"><span class="mlabel">delete</span></span> </td>
254 </div><div class="memdoc">
256 <p>Prevent instances of this class from being copied (As this class contains pointers) </p>
260 <a class="anchor" id="afdcbb16be23445f565801d54201c9b1d"></a>
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268 <td class="memname"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> </td>
270 <td class="paramtype"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> && </td>
271 <td class="paramname"></td><td>)</td>
276 <td class="mlabels-right">
277 <span class="mlabels"><span class="mlabel">default</span></span> </td>
280 </div><div class="memdoc">
282 <p>Allow instances of this class to be moved. </p>
286 <h2 class="groupheader">Member Function Documentation</h2>
287 <a class="anchor" id="a8aa4449c8d99240410f4e9dff644614b"></a>
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292 <td class="memname">void configure </td>
294 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> * </td>
295 <td class="paramname"><em>input0</em>, </td>
298 <td class="paramkey"></td>
300 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> * </td>
301 <td class="paramname"><em>input1</em>, </td>
304 <td class="paramkey"></td>
306 <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> * </td>
307 <td class="paramname"><em>output</em>, </td>
310 <td class="paramkey"></td>
312 <td class="paramtype">int32_t </td>
313 <td class="paramname"><em>a_offset</em>, </td>
316 <td class="paramkey"></td>
318 <td class="paramtype">int32_t </td>
319 <td class="paramname"><em>b_offset</em>, </td>
322 <td class="paramkey"></td>
324 <td class="paramtype">int32_t </td>
325 <td class="paramname"><em>output_offset</em>, </td>
328 <td class="paramkey"></td>
330 <td class="paramtype">int32_t </td>
331 <td class="paramname"><em>output_mult_int</em>, </td>
334 <td class="paramkey"></td>
336 <td class="paramtype">int32_t </td>
337 <td class="paramname"><em>shift</em> </td>
345 </div><div class="memdoc">
347 <p>Initialise the kernel's input and output. </p>
348 <p>The input matrices <code>input0</code> and <code>input1</code> must be the output of the kernels: <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_interleave4x4_kernel.xhtml">CLGEMMInterleave4x4Kernel</a> and <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_transpose1x_w_kernel.xhtml">CLGEMMTranspose1xWKernel</a>. These two kernels change the layout of the original matrices to be more cache-friendly.</p>
349 <dl class="params"><dt>Parameters</dt><dd>
350 <table class="params">
351 <tr><td class="paramdir">[in]</td><td class="paramname">input0</td><td>Input tensor containing the interleaved Matrix A. Data types supported: U8 </td></tr>
352 <tr><td class="paramdir">[in]</td><td class="paramname">input1</td><td>Input tensor containing the transposed Matrix B. Data types supported: same as <code>input0</code> </td></tr>
353 <tr><td class="paramdir">[out]</td><td class="paramname">output</td><td>Output tensor to store the result of matrix multiplication, Data types supported: same as <code>input0</code> </td></tr>
354 <tr><td class="paramdir">[in]</td><td class="paramname">a_offset</td><td>Offset to be added to each element of the matrix A. </td></tr>
355 <tr><td class="paramdir">[in]</td><td class="paramname">b_offset</td><td>Offset to be added to each element of the matrix B. </td></tr>
356 <tr><td class="paramdir">[in]</td><td class="paramname">output_offset</td><td>Offset to be added to each element of the output matrix </td></tr>
357 <tr><td class="paramdir">[in]</td><td class="paramname">output_mult_int</td><td>Offset to be added to each element of the output matrix </td></tr>
358 <tr><td class="paramdir">[in]</td><td class="paramname">shift</td><td>Number of bits to shift right the result. </td></tr>
365 <a class="anchor" id="af520778a23d6716080043321d07e9999"></a>
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373 <td class="memname"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a>& operator= </td>
375 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> & </td>
376 <td class="paramname"></td><td>)</td>
381 <td class="mlabels-right">
382 <span class="mlabels"><span class="mlabel">delete</span></span> </td>
385 </div><div class="memdoc">
387 <p>Prevent instances of this class from being copied (As this class contains pointers) </p>
391 <a class="anchor" id="af7290399a051e470ba52daadd8d7f968"></a>
392 <div class="memitem">
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399 <td class="memname"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a>& operator= </td>
401 <td class="paramtype"><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_kernel.xhtml">CLGEMMLowpMatrixMultiplyKernel</a> && </td>
402 <td class="paramname"></td><td>)</td>
407 <td class="mlabels-right">
408 <span class="mlabels"><span class="mlabel">default</span></span> </td>
411 </div><div class="memdoc">
413 <p>Allow instances of this class to be moved. </p>
417 <a class="anchor" id="a493987e85723a8000eb26d1f00e2ad0e"></a>
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425 <td class="memname">void run </td>
427 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> & </td>
428 <td class="paramname"><em>window</em>, </td>
431 <td class="paramkey"></td>
433 <td class="paramtype">cl::CommandQueue & </td>
434 <td class="paramname"><em>queue</em> </td>
443 <td class="mlabels-right">
444 <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td>
447 </div><div class="memdoc">
449 <p>Enqueue the OpenCL kernel to process the given window on the passed OpenCL command queue. </p>
450 <dl class="section note"><dt>Note</dt><dd>The queue is <em>not</em> flushed by this method, and therefore the kernel will not have been executed by the time this method returns.</dd></dl>
451 <dl class="params"><dt>Parameters</dt><dd>
452 <table class="params">
453 <tr><td class="paramdir">[in]</td><td class="paramname">window</td><td>Region on which to execute the kernel. (Must be a valid region of the window returned by <a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353" title="The maximum window the kernel can be executed on. ">window()</a>). </td></tr>
454 <tr><td class="paramdir">[in,out]</td><td class="paramname">queue</td><td>Command queue on which to enqueue the kernel. </td></tr>
459 <p>Implements <a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml#af6a174d47571f51f199ffc27ecc10f51">ICLKernel</a>.</p>
463 <hr/>The documentation for this class was generated from the following file:<ul>
464 <li>arm_compute/core/CL/kernels/<a class="el" href="_c_l_g_e_m_m_lowp_matrix_multiply_kernel_8h_source.xhtml">CLGEMMLowpMatrixMultiplyKernel.h</a></li>
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474 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.11 </li>