Caffe2 - C++ API
A deep learning, cross platform ML framework
Protected Member Functions
caffe2::SingleOpTransform Class Referenceabstract

Single Op Transform Base class. More...

#include <single_op_transform.h>

Inheritance diagram for caffe2::SingleOpTransform:
caffe2::Transform caffe2::ConvToNNPackTransform

Protected Member Functions

bool PatternRule (const transform::Graph &g, const std::vector< int > &subgraph, int idx) override
 The PatternRule essentially answers: Given the current subgraph (ordered), should we append the new node at idx?
 
bool ValidatorRule (const transform::Graph &g, const std::vector< int > &subgraph) override
 The ValidatorRule essentially answers: Given a subgraph, can we accept it?
 
bool ReplaceRule (const std::vector< int > &subgraph, transform::Graph *g_ptr) override
 The ReplaceRule actually mutates the graph, and applies the transformation upon the subgraph.
 
virtual bool MatchOperator (const OperatorDef &op)=0
 
virtual void ReplaceOperator (OperatorDef *op)=0
 
- Protected Member Functions inherited from caffe2::Transform
void SetPatternMatchType (PatternMatchType type)
 

Additional Inherited Members

- Public Types inherited from caffe2::Transform
enum  PatternMatchType { CONNECTED_SUBGRAPH, SORTED_WRT_EXECUTION_ORDER, GENERAL }
 Determines the type of subgraphs that PatternMatch will find. More...
 
- Public Member Functions inherited from caffe2::Transform
NetDef ApplyTo (const NetDef &orig_net_def)
 Apply a Transform onto a NetDef. More...
 
std::vector< std::vector< int > > PatternMatch (const transform::Graph &graph)
 Generates all matches (stored as ordered subgraphs) and returns them. More...
 
void ReplacePattern (const std::vector< std::vector< int >> &matches, transform::Graph *graph)
 Applies the replace rule onto each of the matches found.
 

Detailed Description

Single Op Transform Base class.

A transform which is applied to a single node, in place.

Transforms which derive from SingleOpTransform need to override: ReplaceOperator and MatchOperator.

Definition at line 34 of file single_op_transform.h.


The documentation for this class was generated from the following files: