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| <p>Additional operator attributes beside the ones provided by NNVM. |
| <a href="#details">More...</a></p> |
| <div class="textblock"><code>#include <mshadow/tensor.h></code><br/> |
| <code>#include <nnvm/op_attr_types.h></code><br/> |
| <code>#include <vector></code><br/> |
| <code>#include <functional></code><br/> |
| <code>#include "<a class="el" href="base_8h_source.html">./base.h</a>"</code><br/> |
| <code>#include "<a class="el" href="ndarray_8h_source.html">./ndarray.h</a>"</code><br/> |
| <code>#include "<a class="el" href="engine_8h_source.html">./engine.h</a>"</code><br/> |
| <code>#include "<a class="el" href="resource_8h_source.html">./resource.h</a>"</code><br/> |
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| Include dependency graph for op_attr_types.h:</div> |
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| <div class="center"><img alt="" border="0" src="op__attr__types_8h__incl.png" usemap="#include_2mxnet_2op__attr__types_8h"/></div> |
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| <area alt="" coords="682,245,752,272" href="base_8h.html" id="node6" shape="rect" title="configuation of mxnet as well as basic data structure. "/><area alt="" coords="635,96,718,123" href="ndarray_8h.html" id="node15" shape="rect" title="NDArray interface that handles array arithematics. "/><area alt="" coords="123,171,201,197" href="engine_8h.html" id="node22" shape="rect" title="Engine that schedules all the operations according to dependency. "/><area alt="" coords="197,96,288,123" href="resource_8h.html" id="node24" shape="rect" title="Global resource allocation handling. "/><area alt="" coords="884,171,968,197" href="storage_8h.html" id="node21" shape="rect" title="Storage manager across multiple devices. "/></map> |
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| <area alt="" coords="192,104,356,131" href="operator_8h.html" id="node2" shape="rect" title="Operator interface of mxnet. "/><area alt="" coords="469,97,608,138" href="graph__attr__types_8h.html" id="node5" shape="rect" title="Data structures that can appear in graph attributes. "/><area alt="" coords="376,195,555,221" href="imperative_8h.html" id="node6" shape="rect" title="include/mxnet/imperative.h"/><area alt="" coords="579,195,712,221" href="utils_8h.html" id="node7" shape="rect" title="Basic utilility functions. "/><area alt="" coords="5,195,173,221" href="executor_8h.html" id="node3" shape="rect" title="Symbolic executor interface of mxnet. "/><area alt="" coords="197,187,351,229" href="operator__util_8h.html" id="node4" shape="rect" title="Utility functions and registries to help quickly build new operators. [Deprecated] Use the register f..."/><area alt="" coords="561,277,729,304" href="exec__utils_8h.html" id="node8" shape="rect" title="Common utility functions for executors. "/></map> |
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| <p><a href="op__attr__types_8h_source.html">Go to the source code of this file.</a></p> |
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| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="nested-classes"></a> |
| Classes</h2></td></tr> |
| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">struct </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1OpContext.html">mxnet::OpContext</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">All the possible information needed by <a class="el" href="classmxnet_1_1Operator.html#a3dbe23d985df86da51eeb868439872dd" title="perform a forward operation of Operator, save the output to TBlob. ">Operator.Forward</a> and Backward This is the superset of <a class="el" href="structmxnet_1_1RunContext.html" title="execution time context. The information needed in runtime for actual execution. ">RunContext</a>. We use this data structure to bookkeep everything needed by Forward and Backward. <a href="structmxnet_1_1OpContext.html#details">More...</a><br/></td></tr> |
| <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1OpStatePtr.html">mxnet::OpStatePtr</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> state. This is a pointer type, its content is mutable even if <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is const. <a href="classmxnet_1_1OpStatePtr.html#details">More...</a><br/></td></tr> |
| <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="namespaces"></a> |
| Namespaces</h2></td></tr> |
| <tr class="memitem:namespacemxnet"><td align="right" class="memItemLeft" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html">mxnet</a></td></tr> |
| <tr class="memdesc:namespacemxnet"><td class="mdescLeft"> </td><td class="mdescRight">namespace of mxnet <br/></td></tr> |
| <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="typedef-members"></a> |
| Typedefs</h2></td></tr> |
| <tr class="memitem:acb83431b596f805fabcc4ba400c62e85"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#acb83431b596f805fabcc4ba400c62e85">mxnet::FCreateOpState</a> = std::function< OpStatePtr(const NodeAttrs &attrs, Context ctx, const std::vector< TShape > &in_shape, const std::vector< int > &in_type)></td></tr> |
| <tr class="memdesc:acb83431b596f805fabcc4ba400c62e85"><td class="mdescLeft"> </td><td class="mdescRight">Create a Layer style, forward/backward operator. This is easy to write code that contains state. <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is a pointer type, it's content is mutable even if <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is constant. <a href="#acb83431b596f805fabcc4ba400c62e85">More...</a><br/></td></tr> |
| <tr class="separator:acb83431b596f805fabcc4ba400c62e85"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a666f1055e5401ecec0278e8ba5790732"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a666f1055e5401ecec0278e8ba5790732">mxnet::FExecType</a> = std::function< ExecType(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:a666f1055e5401ecec0278e8ba5790732"><td class="mdescLeft"> </td><td class="mdescRight">Execution mode of this operator. <a href="#a666f1055e5401ecec0278e8ba5790732">More...</a><br/></td></tr> |
| <tr class="separator:a666f1055e5401ecec0278e8ba5790732"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a9097a269dd76d833c014149ff3eaab9b"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a9097a269dd76d833c014149ff3eaab9b">mxnet::FStatefulCompute</a> = std::function< void(const OpStatePtr &state, const OpContext &ctx, const std::vector< TBlob > &inputs, const std::vector< OpReqType > &req, const std::vector< TBlob > &outputs)></td></tr> |
| <tr class="memdesc:a9097a269dd76d833c014149ff3eaab9b"><td class="mdescLeft"> </td><td class="mdescRight">Resiger a compute function for stateful operator. <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is a pointer type, it's content is mutable even if <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is constant. <a href="#a9097a269dd76d833c014149ff3eaab9b">More...</a><br/></td></tr> |
| <tr class="separator:a9097a269dd76d833c014149ff3eaab9b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab12f1853179b1456152a563edff844a9"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ab12f1853179b1456152a563edff844a9">mxnet::FStatefulComputeEx</a> = std::function< void(const OpStatePtr &state, const OpContext &ctx, const std::vector< NDArray > &inputs, const std::vector< OpReqType > &req, const std::vector< NDArray > &outputs)></td></tr> |
| <tr class="memdesc:ab12f1853179b1456152a563edff844a9"><td class="mdescLeft"> </td><td class="mdescRight">Resiger a compute function for stateful operator using <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> interface. <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is a pointer type, it's content is mutable even if <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is constant. <a href="#ab12f1853179b1456152a563edff844a9">More...</a><br/></td></tr> |
| <tr class="separator:ab12f1853179b1456152a563edff844a9"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:afaa687cbca9e992614be285711c1d72d"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#afaa687cbca9e992614be285711c1d72d">mxnet::FResourceRequest</a> = std::function< std::vector< ResourceRequest >(const NodeAttrs &n)></td></tr> |
| <tr class="memdesc:afaa687cbca9e992614be285711c1d72d"><td class="mdescLeft"> </td><td class="mdescRight">The resource request from the operator. <a href="#afaa687cbca9e992614be285711c1d72d">More...</a><br/></td></tr> |
| <tr class="separator:afaa687cbca9e992614be285711c1d72d"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a0906e49a921265634672f555451075ed"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a0906e49a921265634672f555451075ed">mxnet::FNDArrayFunction</a> = std::function< void(const nnvm::NodeAttrs &attrs, const std::vector< NDArray > &inputs, std::vector< NDArray > *outputs)></td></tr> |
| <tr class="memdesc:a0906e49a921265634672f555451075ed"><td class="mdescLeft"> </td><td class="mdescRight">Register an operator called as a <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> function. <a href="#a0906e49a921265634672f555451075ed">More...</a><br/></td></tr> |
| <tr class="separator:a0906e49a921265634672f555451075ed"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad77e2048b7e8db91a12e05b477aac13e"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ad77e2048b7e8db91a12e05b477aac13e">mxnet::FCompute</a> = std::function< void(const nnvm::NodeAttrs &attrs, const OpContext &ctx, const std::vector< TBlob > &inputs, const std::vector< OpReqType > &req, const std::vector< TBlob > &outputs)></td></tr> |
| <tr class="memdesc:ad77e2048b7e8db91a12e05b477aac13e"><td class="mdescLeft"> </td><td class="mdescRight">Resiger a compute function for simple stateless forward only operator. <a href="#ad77e2048b7e8db91a12e05b477aac13e">More...</a><br/></td></tr> |
| <tr class="separator:ad77e2048b7e8db91a12e05b477aac13e"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a294d2660c065f8d229c27e65f0461e10"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a294d2660c065f8d229c27e65f0461e10">mxnet::FComputeEx</a> = std::function< void(const nnvm::NodeAttrs &attrs, const OpContext &ctx, const std::vector< NDArray > &inputs, const std::vector< OpReqType > &req, const std::vector< NDArray > &outputs)></td></tr> |
| <tr class="memdesc:a294d2660c065f8d229c27e65f0461e10"><td class="mdescLeft"> </td><td class="mdescRight">Resiger an <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> compute function for simple stateless forward only operator. <a href="#a294d2660c065f8d229c27e65f0461e10">More...</a><br/></td></tr> |
| <tr class="separator:a294d2660c065f8d229c27e65f0461e10"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a0a1395f21139ba975a6268539df6a15d"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a0a1395f21139ba975a6268539df6a15d">mxnet::FInferStorageType</a> = std::function< bool(const NodeAttrs &attrs, const int dev_mask, DispatchMode *dispatch_mode, std::vector< int > *in_attrs, std::vector< int > *out_attrs)></td></tr> |
| <tr class="memdesc:a0a1395f21139ba975a6268539df6a15d"><td class="mdescLeft"> </td><td class="mdescRight">Resiger a storage and dispatch mode inference function based on storage types of the inputs and outputs, and the dev_mask for the operator. <a href="#a0a1395f21139ba975a6268539df6a15d">More...</a><br/></td></tr> |
| <tr class="separator:a0a1395f21139ba975a6268539df6a15d"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="enum-members"></a> |
| Enumerations</h2></td></tr> |
| <tr class="memitem:a7cd7094ef222e9ae1f520c3b6a214398"><td align="right" class="memItemLeft" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">mxnet::OpReqType</a> { <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398a001b85096e07108e174fe4c406368a26">mxnet::kNullOp</a>, |
| <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398a03b4c19f34d3add7deecd7ef6c54b42a">mxnet::kWriteTo</a>, |
| <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398a640322face587ca12684378d0f053d51">mxnet::kWriteInplace</a>, |
| <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398a1b850737dba4d2c42a2687d14c10f383">mxnet::kAddTo</a> |
| }</td></tr> |
| <tr class="memdesc:a7cd7094ef222e9ae1f520c3b6a214398"><td class="mdescLeft"> </td><td class="mdescRight">operation request type to Forward and Backward <a href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">More...</a><br/></td></tr> |
| <tr class="separator:a7cd7094ef222e9ae1f520c3b6a214398"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad7801fb2dd68294d4c7a9e289bc071ad"><td align="right" class="memItemLeft" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071ad">mxnet::ExecType</a> { <a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071adae3bade32f12a5139b27ef40b3689b77c">mxnet::ExecType::kSync</a>, |
| <a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071ada9f2b960005d2a3a5f35ac32809d84db7">mxnet::ExecType::kAsync</a>, |
| <a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071adafcf37e733f29d6aa14fb34fa737a809a">mxnet::ExecType::kLocal</a>, |
| <a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071ada3864860a073c64d74d3fc8e765fa6cad">mxnet::ExecType::kCrossDeviceCopy</a> |
| }</td></tr> |
| <tr class="memdesc:ad7801fb2dd68294d4c7a9e289bc071ad"><td class="mdescLeft"> </td><td class="mdescRight">the execution type of the operator <a href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071ad">More...</a><br/></td></tr> |
| <tr class="separator:ad7801fb2dd68294d4c7a9e289bc071ad"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aad5fec2b4bceabbf4b884460cc2e0a2b"><td align="right" class="memItemLeft" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2b">mxnet::DispatchMode</a> { <br/> |
| <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2ba7934d40c7c17315d892e8d5d745b1c66">mxnet::DispatchMode::kUndefined</a> = -1, |
| <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2ba2157864769b54d1d0f8f9be63393e7d6">mxnet::DispatchMode::kFCompute</a>, |
| <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2ba57f93219462690bc438372ecd92fedd5">mxnet::DispatchMode::kFComputeEx</a>, |
| <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2ba18bf63b4c196f79c9bca4ad8637e8fef">mxnet::DispatchMode::kFComputeFallback</a>, |
| <br/> |
| <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2bafb751f6ee1af15e773242f2accd2dbff">mxnet::DispatchMode::kVariable</a> |
| <br/> |
| }</td></tr> |
| <tr class="memdesc:aad5fec2b4bceabbf4b884460cc2e0a2b"><td class="mdescLeft"> </td><td class="mdescRight">the dispatch mode of the operator <a href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2b">More...</a><br/></td></tr> |
| <tr class="separator:aad5fec2b4bceabbf4b884460cc2e0a2b"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a id="details" name="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>Additional operator attributes beside the ones provided by NNVM. </p> |
| <p>Copyright (c) 2016 by Contributors </p> |
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