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| <li class="navelem"><a class="el" href="namespacennvm.html">nnvm</a></li><li class="navelem"><a class="el" href="structnnvm_1_1NodeAttrs.html">NodeAttrs</a></li> </ul> |
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| <p>The attributes of the current operation node. Usually are additional parameters like axis,. |
| <a href="structnnvm_1_1NodeAttrs.html#details">More...</a></p> |
| |
| <p><code>#include <<a class="el" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2node_8h_source.html">node.h</a>></code></p> |
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| <area shape="rect" id="node2" href="classnnvm_1_1Op.html" title="Operator structure. " alt="" coords="5,5,168,391"/> |
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| <table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-attribs"></a> |
| Public Attributes</h2></td></tr> |
| <tr class="memitem:a3ac836e9058e02f4f365a7b95bf995a6"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="classnnvm_1_1Op.html">Op</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="structnnvm_1_1NodeAttrs.html#a3ac836e9058e02f4f365a7b95bf995a6">op</a> {nullptr}</td></tr> |
| <tr class="memdesc:a3ac836e9058e02f4f365a7b95bf995a6"><td class="mdescLeft"> </td><td class="mdescRight">The operator this node uses. For place holder variable, op == nullptr. <a href="#a3ac836e9058e02f4f365a7b95bf995a6">More...</a><br /></td></tr> |
| <tr class="separator:a3ac836e9058e02f4f365a7b95bf995a6"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a111a35e13d9fb30297d4e035aa0b4f8a"><td class="memItemLeft" align="right" valign="top">std::string </td><td class="memItemRight" valign="bottom"><a class="el" href="structnnvm_1_1NodeAttrs.html#a111a35e13d9fb30297d4e035aa0b4f8a">name</a></td></tr> |
| <tr class="memdesc:a111a35e13d9fb30297d4e035aa0b4f8a"><td class="mdescLeft"> </td><td class="mdescRight">name of the node <a href="#a111a35e13d9fb30297d4e035aa0b4f8a">More...</a><br /></td></tr> |
| <tr class="separator:a111a35e13d9fb30297d4e035aa0b4f8a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a22a1008c2173955faae99d5758f7cfa7"><td class="memItemLeft" align="right" valign="top">std::unordered_map< std::string, std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="structnnvm_1_1NodeAttrs.html#a22a1008c2173955faae99d5758f7cfa7">dict</a></td></tr> |
| <tr class="memdesc:a22a1008c2173955faae99d5758f7cfa7"><td class="mdescLeft"> </td><td class="mdescRight">The dictionary representation of attributes. <a href="#a22a1008c2173955faae99d5758f7cfa7">More...</a><br /></td></tr> |
| <tr class="separator:a22a1008c2173955faae99d5758f7cfa7"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aa067f5a2ca0b7bbd69759ebb7efb6084"><td class="memItemLeft" align="right" valign="top">any </td><td class="memItemRight" valign="bottom"><a class="el" href="structnnvm_1_1NodeAttrs.html#aa067f5a2ca0b7bbd69759ebb7efb6084">parsed</a></td></tr> |
| <tr class="memdesc:aa067f5a2ca0b7bbd69759ebb7efb6084"><td class="mdescLeft"> </td><td class="mdescRight">A parsed version of attributes, This is generated if OpProperty.attr_parser is registered. The object can be used to quickly access attributes. <a href="#aa067f5a2ca0b7bbd69759ebb7efb6084">More...</a><br /></td></tr> |
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| <tr class="memitem:a5255bdfab3c2fcc268e6e39e59904648"><td class="memItemLeft" align="right" valign="top">std::vector< std::shared_ptr< <a class="el" href="classnnvm_1_1Symbol.html">Symbol</a> > > </td><td class="memItemRight" valign="bottom"><a class="el" href="structnnvm_1_1NodeAttrs.html#a5255bdfab3c2fcc268e6e39e59904648">subgraphs</a></td></tr> |
| <tr class="memdesc:a5255bdfab3c2fcc268e6e39e59904648"><td class="mdescLeft"> </td><td class="mdescRight">Some operators take graphs as input. These operators include control flow operators and high-order functions. These graphs don't change when the operators are invoked for different mini-batches. In this sense, the subgraphs are kind of similar to the parameters and show be kept as node attributes. <a href="#a5255bdfab3c2fcc268e6e39e59904648">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>The attributes of the current operation node. Usually are additional parameters like axis,. </p> |
| </div><h2 class="groupheader">Member Data Documentation</h2> |
| <a id="a22a1008c2173955faae99d5758f7cfa7"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a22a1008c2173955faae99d5758f7cfa7">◆ </a></span>dict</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">std::unordered_map<std::string, std::string> nnvm::NodeAttrs::dict</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>The dictionary representation of attributes. </p> |
| |
| </div> |
| </div> |
| <a id="a111a35e13d9fb30297d4e035aa0b4f8a"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a111a35e13d9fb30297d4e035aa0b4f8a">◆ </a></span>name</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">std::string nnvm::NodeAttrs::name</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>name of the node </p> |
| |
| </div> |
| </div> |
| <a id="a3ac836e9058e02f4f365a7b95bf995a6"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a3ac836e9058e02f4f365a7b95bf995a6">◆ </a></span>op</h2> |
| |
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| <table class="memname"> |
| <tr> |
| <td class="memname">const <a class="el" href="classnnvm_1_1Op.html">Op</a>* nnvm::NodeAttrs::op {nullptr}</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>The operator this node uses. For place holder variable, op == nullptr. </p> |
| |
| </div> |
| </div> |
| <a id="aa067f5a2ca0b7bbd69759ebb7efb6084"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#aa067f5a2ca0b7bbd69759ebb7efb6084">◆ </a></span>parsed</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">any nnvm::NodeAttrs::parsed</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>A parsed version of attributes, This is generated if OpProperty.attr_parser is registered. The object can be used to quickly access attributes. </p> |
| |
| </div> |
| </div> |
| <a id="a5255bdfab3c2fcc268e6e39e59904648"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a5255bdfab3c2fcc268e6e39e59904648">◆ </a></span>subgraphs</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">std::vector<std::shared_ptr<<a class="el" href="classnnvm_1_1Symbol.html">Symbol</a>> > nnvm::NodeAttrs::subgraphs</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Some operators take graphs as input. These operators include control flow operators and high-order functions. These graphs don't change when the operators are invoked for different mini-batches. In this sense, the subgraphs are kind of similar to the parameters and show be kept as node attributes. </p> |
| <p>Users need to make sure the subgraphs are disjoint with the main graph. If a graph shares nodes with subgraphs, loading the graph from LoadJSON may generate a graph that has a different structure from the original graph (some of the nodes are duplicated). If nodes are shared between two graphs, shared nodes might be executed multiple times, which can be a problem for stateful operators. </p> |
| |
| </div> |
| </div> |
| <hr/>The documentation for this struct was generated from the following file:<ul> |
| <li>/work/mxnet/3rdparty/tvm/nnvm/include/nnvm/<a class="el" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2node_8h_source.html">node.h</a></li> |
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