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| |
| <p>Data structures that can appear in operator attributes. |
| <a href="#details">More...</a></p> |
| <div class="textblock"><code>#include <functional></code><br /> |
| <code>#include <string></code><br /> |
| <code>#include <unordered_map></code><br /> |
| <code>#include <utility></code><br /> |
| <code>#include <vector></code><br /> |
| <code>#include "<a class="el" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2base_8h_source.html">base.h</a>"</code><br /> |
| <code>#include "<a class="el" href="layout_8h_source.html">layout.h</a>"</code><br /> |
| <code>#include "<a class="el" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2node_8h_source.html">node.h</a>"</code><br /> |
| <code>#include "<a class="el" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2tuple_8h_source.html">tuple.h</a>"</code><br /> |
| </div><div class="textblock"><div class="dynheader"> |
| Include dependency graph for op_attr_types.h:</div> |
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| <p><a href="3rdparty_2tvm_2nnvm_2include_2nnvm_2op__attr__types_8h_source.html">Go to the source code of this file.</a></p> |
| <table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="namespaces"></a> |
| Namespaces</h2></td></tr> |
| <tr class="memitem:namespacennvm"><td class="memItemLeft" align="right" valign="top">  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html">nnvm</a></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:a60262824f44e38531e7697eb1b3f4cc6"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#a60262824f44e38531e7697eb1b3f4cc6">nnvm::FListInputNames</a> = std::function< std::vector< std::string >(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:a60262824f44e38531e7697eb1b3f4cc6"><td class="mdescLeft"> </td><td class="mdescRight">Return list of input arguments names of each operator. <a href="namespacennvm.html#a60262824f44e38531e7697eb1b3f4cc6">More...</a><br /></td></tr> |
| <tr class="separator:a60262824f44e38531e7697eb1b3f4cc6"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a87bd9af947545be600c74c00a142c7fe"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#a87bd9af947545be600c74c00a142c7fe">nnvm::FNumVisibleOutputs</a> = std::function< uint32_t(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:a87bd9af947545be600c74c00a142c7fe"><td class="mdescLeft"> </td><td class="mdescRight">Return number of visible outputs by the user. <a href="namespacennvm.html#a87bd9af947545be600c74c00a142c7fe">More...</a><br /></td></tr> |
| <tr class="separator:a87bd9af947545be600c74c00a142c7fe"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a80d346f5583090eaf293fffc6028ff60"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#a80d346f5583090eaf293fffc6028ff60">nnvm::FListOutputNames</a> = std::function< std::vector< std::string >(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:a80d346f5583090eaf293fffc6028ff60"><td class="mdescLeft"> </td><td class="mdescRight">Return list of output arguments names of each operator. <a href="namespacennvm.html#a80d346f5583090eaf293fffc6028ff60">More...</a><br /></td></tr> |
| <tr class="separator:a80d346f5583090eaf293fffc6028ff60"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a9a8f8438feb93e69317a79594a7873b9"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#a9a8f8438feb93e69317a79594a7873b9">nnvm::FMutateInputs</a> = std::function< std::vector< uint32_t >(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:a9a8f8438feb93e69317a79594a7873b9"><td class="mdescLeft"> </td><td class="mdescRight">Check whether operator will mutate k-th input. <a href="namespacennvm.html#a9a8f8438feb93e69317a79594a7873b9">More...</a><br /></td></tr> |
| <tr class="separator:a9a8f8438feb93e69317a79594a7873b9"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a4e51cf5506d5c8a9a70be11fa6a9d1e1"><td class="memTemplParams" colspan="2">template<typename AttrType > </td></tr> |
| <tr class="memitem:a4e51cf5506d5c8a9a70be11fa6a9d1e1"><td class="memTemplItemLeft" align="right" valign="top">using </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacennvm.html#a4e51cf5506d5c8a9a70be11fa6a9d1e1">nnvm::FInferNodeEntryAttr</a> = std::function< bool(const NodeAttrs &attrs, std::vector< AttrType > *in_attrs, std::vector< AttrType > *out_attrs)></td></tr> |
| <tr class="memdesc:a4e51cf5506d5c8a9a70be11fa6a9d1e1"><td class="mdescLeft"> </td><td class="mdescRight">Inference function of certain type. <a href="namespacennvm.html#a4e51cf5506d5c8a9a70be11fa6a9d1e1">More...</a><br /></td></tr> |
| <tr class="separator:a4e51cf5506d5c8a9a70be11fa6a9d1e1"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:abaa4e70445e45a1fd816d16f9633a68b"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#abaa4e70445e45a1fd816d16f9633a68b">nnvm::FGetAttrDict</a> = std::function< std::unordered_map< std::string, std::string >(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:abaa4e70445e45a1fd816d16f9633a68b"><td class="mdescLeft"> </td><td class="mdescRight">Get attribute dictionary from node. <a href="namespacennvm.html#abaa4e70445e45a1fd816d16f9633a68b">More...</a><br /></td></tr> |
| <tr class="separator:abaa4e70445e45a1fd816d16f9633a68b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae80cd6cc2432e36350ad84335d5e5308"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#ae80cd6cc2432e36350ad84335d5e5308">nnvm::FInferShape</a> = FInferNodeEntryAttr< TShape ></td></tr> |
| <tr class="memdesc:ae80cd6cc2432e36350ad84335d5e5308"><td class="mdescLeft"> </td><td class="mdescRight">Shape inference function. Update the shapes given the input shape information. <a class="el" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">TShape.ndim()</a> == 0 means the shape is still unknown. <a href="namespacennvm.html#ae80cd6cc2432e36350ad84335d5e5308">More...</a><br /></td></tr> |
| <tr class="separator:ae80cd6cc2432e36350ad84335d5e5308"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6539f5c3067c4c3cd7dbbdd6b6a6f165"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#a6539f5c3067c4c3cd7dbbdd6b6a6f165">nnvm::FInferType</a> = FInferNodeEntryAttr< int ></td></tr> |
| <tr class="memdesc:a6539f5c3067c4c3cd7dbbdd6b6a6f165"><td class="mdescLeft"> </td><td class="mdescRight">Type inference function. Update the type given the known type information. <a href="namespacennvm.html#a6539f5c3067c4c3cd7dbbdd6b6a6f165">More...</a><br /></td></tr> |
| <tr class="separator:a6539f5c3067c4c3cd7dbbdd6b6a6f165"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ac317e6034c26f9cb453e91cd38e35df9"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#ac317e6034c26f9cb453e91cd38e35df9">nnvm::TIsBackward</a> = bool</td></tr> |
| <tr class="memdesc:ac317e6034c26f9cb453e91cd38e35df9"><td class="mdescLeft"> </td><td class="mdescRight">Whether this op is an explicit backward operator, If TIsBackward is true: <a href="namespacennvm.html#ac317e6034c26f9cb453e91cd38e35df9">More...</a><br /></td></tr> |
| <tr class="separator:ac317e6034c26f9cb453e91cd38e35df9"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad27d6c45aee15d0dab91419c63f8f900"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#ad27d6c45aee15d0dab91419c63f8f900">nnvm::TIsGhost</a> = bool</td></tr> |
| <tr class="memdesc:ad27d6c45aee15d0dab91419c63f8f900"><td class="mdescLeft"> </td><td class="mdescRight">Whether this op is a ghost node. If TIsGhost is true: <a href="namespacennvm.html#ad27d6c45aee15d0dab91419c63f8f900">More...</a><br /></td></tr> |
| <tr class="separator:ad27d6c45aee15d0dab91419c63f8f900"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:abf4dd9163262b22cdac032714207e533"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#abf4dd9163262b22cdac032714207e533">nnvm::FInplaceOption</a> = std::function< std::vector< std::pair< int, int > >(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:abf4dd9163262b22cdac032714207e533"><td class="mdescLeft"> </td><td class="mdescRight">Get possible inplace options. This function enables optimization to reuse memory of inputs in output. <a href="namespacennvm.html#abf4dd9163262b22cdac032714207e533">More...</a><br /></td></tr> |
| <tr class="separator:abf4dd9163262b22cdac032714207e533"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a802f95398ea93b2bec4d239ce5b86b00"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#a802f95398ea93b2bec4d239ce5b86b00">nnvm::FInplaceIdentity</a> = std::function< std::vector< bool >(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:a802f95398ea93b2bec4d239ce5b86b00"><td class="mdescLeft"> </td><td class="mdescRight">Get if the inplace option is an identity This function enables inplace optimization even when input reference count is greater than one. <a href="namespacennvm.html#a802f95398ea93b2bec4d239ce5b86b00">More...</a><br /></td></tr> |
| <tr class="separator:a802f95398ea93b2bec4d239ce5b86b00"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af328934d094e7ff06f96b103350175f4"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#af328934d094e7ff06f96b103350175f4">nnvm::FIgnoreInputs</a> = std::function< std::vector< uint32_t >(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:af328934d094e7ff06f96b103350175f4"><td class="mdescLeft"> </td><td class="mdescRight">Get list of inputs in the op whose content are actually not used by the operator These are dummy input that can be used for example in zeros_like, ones_like. <a href="namespacennvm.html#af328934d094e7ff06f96b103350175f4">More...</a><br /></td></tr> |
| <tr class="separator:af328934d094e7ff06f96b103350175f4"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a1a68754797b1a4db29122527592915ff"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#a1a68754797b1a4db29122527592915ff">nnvm::FGradient</a> = std::function< std::vector< NodeEntry >(const ObjectPtr &nodeptr, const std::vector< NodeEntry > &out_grads)></td></tr> |
| <tr class="memdesc:a1a68754797b1a4db29122527592915ff"><td class="mdescLeft"> </td><td class="mdescRight">Get the gradient node of the op node This function generates the backward graph of the node. <a href="namespacennvm.html#a1a68754797b1a4db29122527592915ff">More...</a><br /></td></tr> |
| <tr class="separator:a1a68754797b1a4db29122527592915ff"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a90a58a8b530e412ea5d6f055fa760527"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#a90a58a8b530e412ea5d6f055fa760527">nnvm::FSetInputVarAttrOnCompose</a> = std::function< void(const NodeAttrs &attrs, ObjectPtr var, const int index)></td></tr> |
| <tr class="memdesc:a90a58a8b530e412ea5d6f055fa760527"><td class="mdescLeft"> </td><td class="mdescRight">Set the attributes of input variable. Usually used for setting initialization or weight decay. <a href="namespacennvm.html#a90a58a8b530e412ea5d6f055fa760527">More...</a><br /></td></tr> |
| <tr class="separator:a90a58a8b530e412ea5d6f055fa760527"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a19b81be31144872d26056290092763a0"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#a19b81be31144872d26056290092763a0">nnvm::FCorrectLayout</a> = std::function< bool(const NodeAttrs &attrs, std::vector< Layout > *ilayouts, const std::vector< Layout > *last_ilayouts, std::vector< Layout > *olayouts)></td></tr> |
| <tr class="memdesc:a19b81be31144872d26056290092763a0"><td class="mdescLeft"> </td><td class="mdescRight">Infer & correct function of node layout. See <code><a class="el" href="classnnvm_1_1Layout.html">Layout</a></code> for layout convention. <a href="namespacennvm.html#a19b81be31144872d26056290092763a0">More...</a><br /></td></tr> |
| <tr class="separator:a19b81be31144872d26056290092763a0"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af0d636002e2d607e2692cd0899c416b6"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm.html#af0d636002e2d607e2692cd0899c416b6">nnvm::FInputGraph</a> = std::function< std::vector< uint32_t >(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:af0d636002e2d607e2692cd0899c416b6"><td class="mdescLeft"> </td><td class="mdescRight">Get a list of inputs that represent graphs instead of data. Normally, input symbols are considered as data to the operator. However, control flow operators and high-order functions need to interpret symbols as graphs. <a href="namespacennvm.html#af0d636002e2d607e2692cd0899c416b6">More...</a><br /></td></tr> |
| <tr class="separator:af0d636002e2d607e2692cd0899c416b6"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>Data structures that can appear in operator attributes. </p> |
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