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| |
| <p>Bifrost based OpenCL tuner implementation. |
| <a href="classarm__compute_1_1tuners_1_1_bifrost_tuner.xhtml#details">More...</a></p> |
| |
| <p><code>#include <<a class="el" href="_bifrost_tuner_8h_source.xhtml">BifrostTuner.h</a>></code></p> |
| <div class="dynheader"> |
| Collaboration diagram for BifrostTuner:</div> |
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| <table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a> |
| Public Member Functions</h2></td></tr> |
| <tr class="memitem:a52f755d664bbdcb9346cdf5cc4a7e958"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1tuners_1_1_bifrost_tuner.xhtml#a52f755d664bbdcb9346cdf5cc4a7e958">tune_kernel_static</a> (<a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml">ICLKernel</a> &kernel) override</td></tr> |
| <tr class="memdesc:a52f755d664bbdcb9346cdf5cc4a7e958"><td class="mdescLeft"> </td><td class="mdescRight">Tune OpenCL kernel statically. <a href="#a52f755d664bbdcb9346cdf5cc4a7e958">More...</a><br /></td></tr> |
| <tr class="separator:a52f755d664bbdcb9346cdf5cc4a7e958"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af073b532560e2105dd22d381f5888ce7"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1tuners_1_1_bifrost_tuner.xhtml#af073b532560e2105dd22d381f5888ce7">tune_kernel_dynamic</a> (<a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml">ICLKernel</a> &kernel) override</td></tr> |
| <tr class="memdesc:af073b532560e2105dd22d381f5888ce7"><td class="mdescLeft"> </td><td class="mdescRight">Tune OpenCL kernel dynamically. <a href="#af073b532560e2105dd22d381f5888ce7">More...</a><br /></td></tr> |
| <tr class="separator:af073b532560e2105dd22d381f5888ce7"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="inherit_header pub_methods_classarm__compute_1_1_i_c_l_tuner"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_c_l_tuner')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_c_l_tuner.xhtml">ICLTuner</a></td></tr> |
| <tr class="memitem:a7103799fdecd6abca8fc84efebb3653f inherit pub_methods_classarm__compute_1_1_i_c_l_tuner"><td class="memItemLeft" align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_tuner.xhtml#a7103799fdecd6abca8fc84efebb3653f">~ICLTuner</a> ()=default</td></tr> |
| <tr class="memdesc:a7103799fdecd6abca8fc84efebb3653f inherit pub_methods_classarm__compute_1_1_i_c_l_tuner"><td class="mdescLeft"> </td><td class="mdescRight">Virtual destructor. <a href="classarm__compute_1_1_i_c_l_tuner.xhtml#a7103799fdecd6abca8fc84efebb3653f">More...</a><br /></td></tr> |
| <tr class="separator:a7103799fdecd6abca8fc84efebb3653f inherit pub_methods_classarm__compute_1_1_i_c_l_tuner"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>Bifrost based OpenCL tuner implementation. </p> |
| |
| <p class="definition">Definition at line <a class="el" href="_bifrost_tuner_8h_source.xhtml#l00034">34</a> of file <a class="el" href="_bifrost_tuner_8h_source.xhtml">BifrostTuner.h</a>.</p> |
| </div><h2 class="groupheader">Member Function Documentation</h2> |
| <a id="af073b532560e2105dd22d381f5888ce7"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#af073b532560e2105dd22d381f5888ce7">◆ </a></span>tune_kernel_dynamic()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void tune_kernel_dynamic </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml">ICLKernel</a> & </td> |
| <td class="paramname"><em>kernel</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Tune OpenCL kernel dynamically. </p> |
| <dl class="section note"><dt>Note</dt><dd>Tuning requires memory to be available on all kernel tensors and objects in order to be performed</dd></dl> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramdir">[in]</td><td class="paramname">kernel</td><td><a class="el" href="classarm__compute_1_1_kernel.xhtml" title="Kernel class.">Kernel</a> to tune </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| <p>Implements <a class="el" href="classarm__compute_1_1_i_c_l_tuner.xhtml#ae12d76ff3471c1f73c62b7c65addc1ec">ICLTuner</a>.</p> |
| |
| <p class="definition">Definition at line <a class="el" href="_bifrost_tuner_8cpp_source.xhtml#l00336">336</a> of file <a class="el" href="_bifrost_tuner_8cpp_source.xhtml">BifrostTuner.cpp</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00337"></a><span class="lineno"> 337</span> {</div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span>  <a class="code" href="_error_8h.xhtml#a6dc630a6ae9cc063b3924bcea8dee9d6">ARM_COMPUTE_UNUSED</a>(kernel);</div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span> }</div><div class="ttc" id="_error_8h_xhtml_a6dc630a6ae9cc063b3924bcea8dee9d6"><div class="ttname"><a href="_error_8h.xhtml#a6dc630a6ae9cc063b3924bcea8dee9d6">ARM_COMPUTE_UNUSED</a></div><div class="ttdeci">#define ARM_COMPUTE_UNUSED(...)</div><div class="ttdoc">To avoid unused variables warnings.</div><div class="ttdef"><b>Definition:</b> <a href="_error_8h_source.xhtml#l00160">Error.h:160</a></div></div> |
| </div><!-- fragment --> |
| <p class="reference">References <a class="el" href="_error_8h_source.xhtml#l00160">ARM_COMPUTE_UNUSED</a>.</p> |
| |
| </div> |
| </div> |
| <a id="a52f755d664bbdcb9346cdf5cc4a7e958"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a52f755d664bbdcb9346cdf5cc4a7e958">◆ </a></span>tune_kernel_static()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void tune_kernel_static </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_c_l_kernel.xhtml">ICLKernel</a> & </td> |
| <td class="paramname"><em>kernel</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Tune OpenCL kernel statically. </p> |
| <dl class="section note"><dt>Note</dt><dd>Tuning is performed using only kernel and tensor metadata, thus can be performed when memory is not available</dd></dl> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramdir">[in]</td><td class="paramname">kernel</td><td><a class="el" href="classarm__compute_1_1_kernel.xhtml" title="Kernel class.">Kernel</a> to tune </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| <p>Implements <a class="el" href="classarm__compute_1_1_i_c_l_tuner.xhtml#a384fdc1bc38a4fc6e79af675cc4aa8e3">ICLTuner</a>.</p> |
| |
| <p class="definition">Definition at line <a class="el" href="_bifrost_tuner_8cpp_source.xhtml#l00300">300</a> of file <a class="el" href="_bifrost_tuner_8cpp_source.xhtml">BifrostTuner.cpp</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00301"></a><span class="lineno"> 301</span> {</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  <span class="keywordflow">if</span>(dynamic_cast<CLDirectConvolutionLayerKernel *>(&kernel) != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  {</div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  tune_direct_convolution_kernel(*utils::cast::polymorphic_downcast<CLDirectConvolutionLayerKernel *>(&kernel));</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  }</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span>(dynamic_cast<CLCol2ImKernel *>(&kernel) != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  {</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>  tune_col2im_kernel(*utils::cast::polymorphic_downcast<CLCol2ImKernel *>(&kernel));</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  }</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span>(dynamic_cast<CLIm2ColKernel *>(&kernel) != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  {</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span>  tune_im2col_kernel(*utils::cast::polymorphic_downcast<CLIm2ColKernel *>(&kernel));</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>  }</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span>(dynamic_cast<CLDepthwiseIm2ColKernel *>(&kernel) != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>  {</div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  tune_depthwise_im2col_kernel(*utils::cast::polymorphic_downcast<CLDepthwiseIm2ColKernel *>(&kernel));</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  }</div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span>(dynamic_cast<CLGEMMMatrixVectorMultiplyKernel *>(&kernel) != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  {</div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  tune_gemv_kernel(*utils::cast::polymorphic_downcast<CLGEMMMatrixVectorMultiplyKernel *>(&kernel));</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  }</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span>(dynamic_cast<CLGEMMMatrixMultiplyKernel *>(&kernel) != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  {</div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  tune_gemm_kernel(*utils::cast::polymorphic_downcast<CLGEMMMatrixMultiplyKernel *>(&kernel));</div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span>  }</div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span>(dynamic_cast<CLPoolingLayerKernel *>(&kernel) != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  {</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  tune_pooling_kernel(*utils::cast::polymorphic_downcast<CLPoolingLayerKernel *>(&kernel));</div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  }</div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span>(dynamic_cast<CLScaleKernel *>(&kernel) != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span>  {</div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  tune_scale_kernel(*utils::cast::polymorphic_downcast<CLScaleKernel *>(&kernel));</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  }</div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span> }</div></div><!-- fragment --> |
| <p class="reference">Referenced by <a class="el" href="_tuner_8cpp_source.xhtml#l00044">arm_compute::test::validation::TEST_CASE()</a>.</p> |
| |
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| </div> |
| <hr/>The documentation for this class was generated from the following files:<ul> |
| <li>arm_compute/runtime/CL/tuners/<a class="el" href="_bifrost_tuner_8h_source.xhtml">BifrostTuner.h</a></li> |
| <li>src/runtime/CL/tuners/<a class="el" href="_bifrost_tuner_8cpp_source.xhtml">BifrostTuner.cpp</a></li> |
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