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| <div class="title">operator.h File Reference</div> </div> |
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| |
| <p>Operator interface of mxnet. |
| <a href="#details">More...</a></p> |
| <div class="textblock"><code>#include <<a class="el" href="3rdparty_2dmlc-core_2include_2dmlc_2base_8h_source.html">dmlc/base.h</a>></code><br /> |
| <code>#include <<a class="el" href="json_8h_source.html">dmlc/json.h</a>></code><br /> |
| <code>#include <dmlc/logging.h></code><br /> |
| <code>#include <<a class="el" href="3rdparty_2dmlc-core_2include_2dmlc_2registry_8h_source.html">dmlc/registry.h</a>></code><br /> |
| <code>#include <<a class="el" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2node_8h_source.html">nnvm/node.h</a>></code><br /> |
| <code>#include <vector></code><br /> |
| <code>#include <map></code><br /> |
| <code>#include <string></code><br /> |
| <code>#include <utility></code><br /> |
| <code>#include "<a class="el" href="include_2mxnet_2base_8h_source.html">./base.h</a>"</code><br /> |
| <code>#include "<a class="el" href="resource_8h_source.html">./resource.h</a>"</code><br /> |
| <code>#include "<a class="el" href="include_2mxnet_2op__attr__types_8h_source.html">./op_attr_types.h</a>"</code><br /> |
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| <p><a href="include_2mxnet_2operator_8h_source.html">Go to the source code of this file.</a></p> |
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| <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1Operator.html">mxnet::Operator</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classmxnet_1_1Operator.html" title="Operator interface. Operator defines basic operation unit of optimized computation graph in mxnet....">Operator</a> interface. <a class="el" href="classmxnet_1_1Operator.html" title="Operator interface. Operator defines basic operation unit of optimized computation graph in mxnet....">Operator</a> defines basic operation unit of optimized computation graph in mxnet. This interface relies on pre-allocated memory in <a class="el" href="classmxnet_1_1TBlob.html" title="tensor blob class that can be used to hold tensor of any dimension, any device and any data type,...">TBlob</a>, the caller need to set the memory region in <a class="el" href="classmxnet_1_1TBlob.html" title="tensor blob class that can be used to hold tensor of any dimension, any device and any data type,...">TBlob</a> correctly before calling Forward and Backward. <a href="classmxnet_1_1Operator.html#details">More...</a><br /></td></tr> |
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| <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1OperatorProperty.html">mxnet::OperatorProperty</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classmxnet_1_1OperatorProperty.html" title="OperatorProperty is a object that stores all information about Operator. It also contains method to g...">OperatorProperty</a> is a object that stores all information about <a class="el" href="classmxnet_1_1Operator.html" title="Operator interface. Operator defines basic operation unit of optimized computation graph in mxnet....">Operator</a>. It also contains method to generate context(device) specific operators. <a href="classmxnet_1_1OperatorProperty.html#details">More...</a><br /></td></tr> |
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| <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1OperatorPropertyReg.html">mxnet::OperatorPropertyReg</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Registry entry for <a class="el" href="classmxnet_1_1OperatorProperty.html" title="OperatorProperty is a object that stores all information about Operator. It also contains method to g...">OperatorProperty</a> factory functions. <a href="structmxnet_1_1OperatorPropertyReg.html#details">More...</a><br /></td></tr> |
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| <tr class="memdesc:namespacemxnet"><td class="mdescLeft"> </td><td class="mdescRight">namespace of mxnet <br /></td></tr> |
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| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="define-members"></a> |
| Macros</h2></td></tr> |
| <tr class="memitem:a926db042759256e94d20696c66f65709"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="include_2mxnet_2operator_8h.html#a926db042759256e94d20696c66f65709">MXNET_REGISTER_OP_PROPERTY</a>(name, OperatorPropertyType)</td></tr> |
| <tr class="memdesc:a926db042759256e94d20696c66f65709"><td class="mdescLeft"> </td><td class="mdescRight">Macro to register OperatorProperty. <a href="include_2mxnet_2operator_8h.html#a926db042759256e94d20696c66f65709">More...</a><br /></td></tr> |
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| <tr class="memitem:ae4a8cd5223645e84d61318401dd9a4e0"><td class="memItemLeft" align="right" valign="top">typedef std::function< OperatorProperty *()> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ae4a8cd5223645e84d61318401dd9a4e0">mxnet::OperatorPropertyFactory</a></td></tr> |
| <tr class="memdesc:ae4a8cd5223645e84d61318401dd9a4e0"><td class="mdescLeft"> </td><td class="mdescRight">typedef the factory function of operator property <a href="namespacemxnet.html#ae4a8cd5223645e84d61318401dd9a4e0">More...</a><br /></td></tr> |
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| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>Operator interface of mxnet. </p> |
| <dl class="section author"><dt>Author</dt><dd>Naiyan Wang </dd></dl> |
| </div><h2 class="groupheader">Macro Definition Documentation</h2> |
| <a id="a926db042759256e94d20696c66f65709"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a926db042759256e94d20696c66f65709">◆ </a></span>MXNET_REGISTER_OP_PROPERTY</h2> |
| |
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| <table class="memname"> |
| <tr> |
| <td class="memname">#define MXNET_REGISTER_OP_PROPERTY</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">name, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"> </td> |
| <td class="paramname">OperatorPropertyType </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <b>Value:</b><div class="fragment"><div class="line"> <a class="code" href="3rdparty_2dmlc-core_2include_2dmlc_2registry_8h.html#af6870c3bce5b56d427a4d225b1194816">DMLC_REGISTRY_REGISTER</a>(::<a class="code" href="structmxnet_1_1OperatorPropertyReg.html">mxnet::OperatorPropertyReg</a>, OperatorPropertyReg, name) \</div> |
| <div class="line"> .set_body([]() { <span class="keywordflow">return</span> <span class="keyword">new</span> OperatorPropertyType(); }) \</div> |
| <div class="line"> .set_return_type(<span class="stringliteral">"NDArray-or-Symbol"</span>) \</div> |
| <div class="line"> .check_name()</div> |
| </div><!-- fragment --> |
| <p>Macro to register OperatorProperty. </p> |
| <div class="fragment"><div class="line"><span class="comment">// example of registering a fully connected operator</span></div> |
| <div class="line">REGISTER_OP_PROPERTY(FullyConnected, FullyConnectedOpProp)</div> |
| <div class="line">.describe(<span class="stringliteral">"Fully connected layer"</span>);</div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| </div><!-- contents --> |
| <div class="ttc" id="a3rdparty_2dmlc-core_2include_2dmlc_2registry_8h_html_af6870c3bce5b56d427a4d225b1194816"><div class="ttname"><a href="3rdparty_2dmlc-core_2include_2dmlc_2registry_8h.html#af6870c3bce5b56d427a4d225b1194816">DMLC_REGISTRY_REGISTER</a></div><div class="ttdeci">#define DMLC_REGISTRY_REGISTER(EntryType, EntryTypeName, Name)</div><div class="ttdoc">Generic macro to register an EntryType There is a complete example in FactoryRegistryEntryBase.</div><div class="ttdef"><b>Definition:</b> registry.h:250</div></div> |
| <div class="ttc" id="astructmxnet_1_1OperatorPropertyReg_html"><div class="ttname"><a href="structmxnet_1_1OperatorPropertyReg.html">mxnet::OperatorPropertyReg</a></div><div class="ttdoc">Registry entry for OperatorProperty factory functions.</div><div class="ttdef"><b>Definition:</b> operator.h:454</div></div> |
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