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103 <div class="headertitle">
104<div class="title">cl_gemm.cpp File Reference</div> </div>
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106<div class="contents">
107<div class="textblock"><code>#include &quot;<a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">arm_compute/core/Types.h</a>&quot;</code><br />
108<code>#include &quot;<a class="el" href="_asymm_helpers_8h_source.xhtml">arm_compute/core/utils/quantization/AsymmHelpers.h</a>&quot;</code><br />
109<code>#include &quot;<a class="el" href="_c_l_functions_8h_source.xhtml">arm_compute/runtime/CL/CLFunctions.h</a>&quot;</code><br />
110<code>#include &quot;<a class="el" href="_c_l_scheduler_8h_source.xhtml">arm_compute/runtime/CL/CLScheduler.h</a>&quot;</code><br />
111<code>#include &quot;<a class="el" href="_assets_library_8h_source.xhtml">tests/AssetsLibrary.h</a>&quot;</code><br />
112<code>#include &quot;<a class="el" href="_c_l_accessor_8h_source.xhtml">tests/CL/CLAccessor.h</a>&quot;</code><br />
113<code>#include &quot;<a class="el" href="_globals_8h_source.xhtml">tests/Globals.h</a>&quot;</code><br />
114<code>#include &quot;<a class="el" href="_i_accessor_8h_source.xhtml">tests/IAccessor.h</a>&quot;</code><br />
115<code>#include &quot;<a class="el" href="_simple_tensor_8h_source.xhtml">tests/SimpleTensor.h</a>&quot;</code><br />
116<code>#include &quot;<a class="el" href="_validation_8h_source.xhtml">tests/validation/Validation.h</a>&quot;</code><br />
117<code>#include &quot;<a class="el" href="_g_e_m_m_8h_source.xhtml">tests/validation/reference/GEMM.h</a>&quot;</code><br />
118<code>#include &quot;<a class="el" href="_g_e_m_m_lowp_8h_source.xhtml">tests/validation/reference/GEMMLowp.h</a>&quot;</code><br />
119<code>#include &quot;<a class="el" href="utils_2_type_printer_8h_source.xhtml">utils/TypePrinter.h</a>&quot;</code><br />
120<code>#include &quot;<a class="el" href="utils_2_utils_8h_source.xhtml">utils/Utils.h</a>&quot;</code><br />
121<code>#include &quot;<a class="el" href="_command_line_options_8h_source.xhtml">utils/command_line/CommandLineOptions.h</a>&quot;</code><br />
122<code>#include &quot;<a class="el" href="_command_line_parser_8h_source.xhtml">utils/command_line/CommandLineParser.h</a>&quot;</code><br />
123<code>#include &quot;<a class="el" href="_validate_example_8h_source.xhtml">ValidateExample.h</a>&quot;</code><br />
124<code>#include &lt;cstdlib&gt;</code><br />
125</div>
126<p><a href="cl__gemm_8cpp_source.xhtml">Go to the source code of this file.</a></p>
127<table class="memberdecls">
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130<tr class="memitem:namespacearm__compute"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml">arm_compute</a></td></tr>
Jenkins36ccc902020-02-21 11:10:48 +0000[diff] [blame]131<tr class="memdesc:namespacearm__compute"><td class="mdescLeft">&#160;</td><td class="mdescRight">Copyright (c) 2017-2020 ARM Limited. <br /></td></tr>
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]132<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
133</table><table class="memberdecls">
134<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
135Functions</h2></td></tr>
136<tr class="memitem:a320923ca5107cdfc05823e2ad588ac59"><td class="memItemLeft" align="right" valign="top">constexpr float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="cl__gemm_8cpp.xhtml#a320923ca5107cdfc05823e2ad588ac59">abs_tolerance_f32</a> (0.0001f)</td></tr>
137<tr class="memdesc:a320923ca5107cdfc05823e2ad588ac59"><td class="mdescLeft">&#160;</td><td class="mdescRight">F32 Absolute tolerance value for comparing reference's output against implementation's output for floating point data types in case using relative tolerance fails because of small values. <a href="#a320923ca5107cdfc05823e2ad588ac59">More...</a><br /></td></tr>
138<tr class="separator:a320923ca5107cdfc05823e2ad588ac59"><td class="memSeparator" colspan="2">&#160;</td></tr>
139<tr class="memitem:a64e6501d564e950c3d527fb6b1f36f28"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">arm_compute::DataType</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a64e6501d564e950c3d527fb6b1f36f28">data_type_from_name</a> (const std::string &amp;name)</td></tr>
140<tr class="memdesc:a64e6501d564e950c3d527fb6b1f36f28"><td class="mdescLeft">&#160;</td><td class="mdescRight">Converts a string to a strong types enumeration <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>. <a href="namespacearm__compute.xhtml#a64e6501d564e950c3d527fb6b1f36f28">More...</a><br /></td></tr>
141<tr class="separator:a64e6501d564e950c3d527fb6b1f36f28"><td class="memSeparator" colspan="2">&#160;</td></tr>
142<tr class="memitem:a641870b1f0ca7aaaa73c7a536c1e824b"><td class="memItemLeft" align="right" valign="top">inline ::std::istream &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a641870b1f0ca7aaaa73c7a536c1e824b">operator&gt;&gt;</a> (::std::istream &amp;stream, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">arm_compute::DataType</a> &amp;data_type)</td></tr>
143<tr class="memdesc:a641870b1f0ca7aaaa73c7a536c1e824b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Input Stream operator for <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>. <a href="namespacearm__compute.xhtml#a641870b1f0ca7aaaa73c7a536c1e824b">More...</a><br /></td></tr>
144<tr class="separator:a641870b1f0ca7aaaa73c7a536c1e824b"><td class="memSeparator" colspan="2">&#160;</td></tr>
145<tr class="memitem:a3c04138a5bfe5d72780bb7e82a18e627"><td class="memItemLeft" align="right" valign="top">int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="cl__gemm_8cpp.xhtml#a3c04138a5bfe5d72780bb7e82a18e627">main</a> (int argc, char **argv)</td></tr>
146<tr class="memdesc:a3c04138a5bfe5d72780bb7e82a18e627"><td class="mdescLeft">&#160;</td><td class="mdescRight">Main program for gemm test. <a href="#a3c04138a5bfe5d72780bb7e82a18e627">More...</a><br /></td></tr>
147<tr class="separator:a3c04138a5bfe5d72780bb7e82a18e627"><td class="memSeparator" colspan="2">&#160;</td></tr>
148</table><table class="memberdecls">
149<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="var-members"></a>
150Variables</h2></td></tr>
151<tr class="memitem:ae7f215e412cfa0dae5a983b0bf4071a1"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1test_1_1validation_1_1_relative_tolerance.xhtml">RelativeTolerance</a>&lt; float &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="cl__gemm_8cpp.xhtml#ae7f215e412cfa0dae5a983b0bf4071a1">tolerance_f32</a> (0.001f)</td></tr>
152<tr class="memdesc:ae7f215e412cfa0dae5a983b0bf4071a1"><td class="mdescLeft">&#160;</td><td class="mdescRight">F32 Tolerance value for comparing reference's output against implementation's output for floating point data types. <a href="#ae7f215e412cfa0dae5a983b0bf4071a1">More...</a><br /></td></tr>
153<tr class="separator:ae7f215e412cfa0dae5a983b0bf4071a1"><td class="memSeparator" colspan="2">&#160;</td></tr>
154<tr class="memitem:a1a8821d598e02dce24cf1140da3539bb"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1test_1_1validation_1_1_relative_tolerance.xhtml">RelativeTolerance</a>&lt; half_float::half &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="cl__gemm_8cpp.xhtml#a1a8821d598e02dce24cf1140da3539bb">tolerance_f16</a> (<a class="el" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a>(0.2))</td></tr>
155<tr class="memdesc:a1a8821d598e02dce24cf1140da3539bb"><td class="mdescLeft">&#160;</td><td class="mdescRight">F16 Tolerance value for comparing reference's output against implementation's output for floating point data types. <a href="#a1a8821d598e02dce24cf1140da3539bb">More...</a><br /></td></tr>
156<tr class="separator:a1a8821d598e02dce24cf1140da3539bb"><td class="memSeparator" colspan="2">&#160;</td></tr>
157<tr class="memitem:a2ce7d169d1cc3aeb960e3f3f9273e365"><td class="memItemLeft" align="right" valign="top">constexpr float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="cl__gemm_8cpp.xhtml#a2ce7d169d1cc3aeb960e3f3f9273e365">tolerance_num_f16</a> = 0.02f</td></tr>
158<tr class="memdesc:a2ce7d169d1cc3aeb960e3f3f9273e365"><td class="mdescLeft">&#160;</td><td class="mdescRight">F16 Tolerance number. <a href="#a2ce7d169d1cc3aeb960e3f3f9273e365">More...</a><br /></td></tr>
159<tr class="separator:a2ce7d169d1cc3aeb960e3f3f9273e365"><td class="memSeparator" colspan="2">&#160;</td></tr>
160</table>
161<h2 class="groupheader">Function Documentation</h2>
162<a id="a320923ca5107cdfc05823e2ad588ac59"></a>
163<h2 class="memtitle"><span class="permalink"><a href="#a320923ca5107cdfc05823e2ad588ac59">&#9670;&nbsp;</a></span>abs_tolerance_f32()</h2>
164
165<div class="memitem">
166<div class="memproto">
167 <table class="memname">
168 <tr>
169 <td class="memname">constexpr float abs_tolerance_f32 </td>
170 <td>(</td>
171 <td class="paramtype">0.&#160;</td>
172 <td class="paramname"><em>0001f</em></td><td>)</td>
173 <td></td>
174 </tr>
175 </table>
176</div><div class="memdoc">
177
178<p>F32 Absolute tolerance value for comparing reference's output against implementation's output for floating point data types in case using relative tolerance fails because of small values. </p>
179
Jenkins36ccc902020-02-21 11:10:48 +0000[diff] [blame]180<p class="reference">Referenced by <a class="el" href="_c_l_2_depthwise_convolution_layer_native_8cpp_source.xhtml#l00219">arm_compute::test::validation::combine()</a>, and <a class="el" href="tests_2validation_2_c_l_2_fully_connected_layer_8cpp_source.xhtml#l00194">arm_compute::test::validation::FIXTURE_DATA_TEST_CASE()</a>.</p>
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]181
182</div>
183</div>
184<a id="a3c04138a5bfe5d72780bb7e82a18e627"></a>
185<h2 class="memtitle"><span class="permalink"><a href="#a3c04138a5bfe5d72780bb7e82a18e627">&#9670;&nbsp;</a></span>main()</h2>
186
187<div class="memitem">
188<div class="memproto">
189 <table class="memname">
190 <tr>
191 <td class="memname">int main </td>
192 <td>(</td>
193 <td class="paramtype">int&#160;</td>
194 <td class="paramname"><em>argc</em>, </td>
195 </tr>
196 <tr>
197 <td class="paramkey"></td>
198 <td></td>
199 <td class="paramtype">char **&#160;</td>
200 <td class="paramname"><em>argv</em>&#160;</td>
201 </tr>
202 <tr>
203 <td></td>
204 <td>)</td>
205 <td></td><td></td>
206 </tr>
207 </table>
208</div><div class="memdoc">
209
210<p>Main program for gemm test. </p>
211<dl class="params"><dt>Parameters</dt><dd>
212 <table class="params">
213 <tr><td class="paramdir">[in]</td><td class="paramname">argc</td><td>Number of arguments </td></tr>
214 <tr><td class="paramdir">[in]</td><td class="paramname">argv</td><td>Arguments </td></tr>
215 </table>
216 </dd>
217</dl>
218
Jenkins36ccc902020-02-21 11:10:48 +0000[diff] [blame]219<p class="definition">Definition at line <a class="el" href="cl__gemm_8cpp_source.xhtml#l00428">428</a> of file <a class="el" href="cl__gemm_8cpp_source.xhtml">cl_gemm.cpp</a>.</p>
220<div class="fragment"><div class="line"><a name="l00429"></a><span class="lineno"> 429</span>&#160;{</div><div class="line"><a name="l00430"></a><span class="lineno"> 430</span>&#160; <span class="keywordflow">return</span> utils::run_example&lt;CLGEMMValidateExample&gt;(argc, argv);</div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span>&#160;}</div></div><!-- fragment -->
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]221</div>
222</div>
223<h2 class="groupheader">Variable Documentation</h2>
224<a id="a1a8821d598e02dce24cf1140da3539bb"></a>
225<h2 class="memtitle"><span class="permalink"><a href="#a1a8821d598e02dce24cf1140da3539bb">&#9670;&nbsp;</a></span>tolerance_f16</h2>
226
227<div class="memitem">
228<div class="memproto">
229 <table class="memname">
230 <tr>
231 <td class="memname"><a class="el" href="classarm__compute_1_1test_1_1validation_1_1_relative_tolerance.xhtml">RelativeTolerance</a>&lt;half_float::half&gt; tolerance_f16(<a class="el" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a>(0.2))</td>
232 </tr>
233 </table>
234</div><div class="memdoc">
235
236<p>F16 Tolerance value for comparing reference's output against implementation's output for floating point data types. </p>
237
Jenkins36ccc902020-02-21 11:10:48 +0000[diff] [blame]238<p class="reference">Referenced by <a class="el" href="_c_l_2_deconvolution_layer_8cpp_source.xhtml#l00205">arm_compute::test::validation::combine()</a>, and <a class="el" href="tests_2validation_2_c_l_2_fully_connected_layer_8cpp_source.xhtml#l00177">arm_compute::test::validation::FIXTURE_DATA_TEST_CASE()</a>.</p>
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]239
240</div>
241</div>
242<a id="ae7f215e412cfa0dae5a983b0bf4071a1"></a>
243<h2 class="memtitle"><span class="permalink"><a href="#ae7f215e412cfa0dae5a983b0bf4071a1">&#9670;&nbsp;</a></span>tolerance_f32</h2>
244
245<div class="memitem">
246<div class="memproto">
247 <table class="memname">
248 <tr>
249 <td class="memname"><a class="el" href="classarm__compute_1_1test_1_1validation_1_1_relative_tolerance.xhtml">RelativeTolerance</a>&lt;float&gt; tolerance_f32(0.001f)</td>
250 </tr>
251 </table>
252</div><div class="memdoc">
253
254<p>F32 Tolerance value for comparing reference's output against implementation's output for floating point data types. </p>
255
Jenkins36ccc902020-02-21 11:10:48 +0000[diff] [blame]256<p class="reference">Referenced by <a class="el" href="_c_l_2_depthwise_convolution_layer_8cpp_source.xhtml#l00421">arm_compute::test::validation::combine()</a>, <a class="el" href="tests_2validation_2_c_l_2fft_8cpp_source.xhtml#l00132">arm_compute::test::validation::FIXTURE_DATA_TEST_CASE()</a>, and <a class="el" href="_c_l_2_u_n_i_t_2_memory_manager_8cpp_source.xhtml#l00057">arm_compute::test::validation::FIXTURE_TEST_CASE()</a>.</p>
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]257
258</div>
259</div>
260<a id="a2ce7d169d1cc3aeb960e3f3f9273e365"></a>
261<h2 class="memtitle"><span class="permalink"><a href="#a2ce7d169d1cc3aeb960e3f3f9273e365">&#9670;&nbsp;</a></span>tolerance_num_f16</h2>
262
263<div class="memitem">
264<div class="memproto">
265 <table class="memname">
266 <tr>
267 <td class="memname">constexpr float tolerance_num_f16 = 0.02f</td>
268 </tr>
269 </table>
270</div><div class="memdoc">
271
272<p>F16 Tolerance number. </p>
273
274<p class="definition">Definition at line <a class="el" href="cl__gemm_8cpp_source.xhtml#l00060">60</a> of file <a class="el" href="cl__gemm_8cpp_source.xhtml">cl_gemm.cpp</a>.</p>
275
276<p class="reference">Referenced by <a class="el" href="_g_e_m_m_matrix_multiply_8cpp_source.xhtml#l00265">arm_compute::test::validation::combine()</a>, and <a class="el" href="_g_e_m_m_matrix_multiply_8cpp_source.xhtml#l00282">arm_compute::test::validation::FIXTURE_DATA_TEST_CASE()</a>.</p>
277
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285 <li class="navelem"><a class="el" href="dir_59425e443f801f1f2fd8bbe4959a3ccf.xhtml">tests</a></li><li class="navelem"><a class="el" href="dir_c17e235a7be576fb898bcc8e94f529de.xhtml">validate_examples</a></li><li class="navelem"><a class="el" href="cl__gemm_8cpp.xhtml">cl_gemm.cpp</a></li>
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