dataflow_pattern.h File Reference

A pattern language for matching dataflow properties. More...

#include <tvm/relay/expr.h>
#include <tvm/relay/type.h>
#include <string>
#include <unordered_map>
#include <utility>
#include <vector>

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Classes
class	tvm::relay::DFPatternNode
	Base type of all dataflow patterns. More...
class	tvm::relay::DFPattern
	Managed reference to dataflow patterns. More...
class	tvm::relay::ExprPatternNode
	Pattern for Relay Expression. More...
class	tvm::relay::ExprPattern
	A pattern which matches a literal expression. More...
class	tvm::relay::VarPatternNode
	Container for Var. More...
class	tvm::relay::VarPattern
class	tvm::relay::ConstantPatternNode
	Container for Constant. More...
class	tvm::relay::ConstantPattern
class	tvm::relay::CallPatternNode
	CallPattern container. More...
class	tvm::relay::CallPattern
class	tvm::relay::FunctionPatternNode
	Relay Function container. More...
class	tvm::relay::FunctionPattern
	Managed reference to FunctionNode. More...
class	tvm::relay::LetPatternNode
	A binding of a sub-network. More...
class	tvm::relay::LetPattern
	Let binding that binds a local var. More...
class	tvm::relay::TuplePatternNode
	Tuple container. More...
class	tvm::relay::TuplePattern
class	tvm::relay::TupleGetItemPatternNode
class	tvm::relay::IfPatternNode
class	tvm::relay::IfPattern
class	tvm::relay::TupleGetItemPattern
class	tvm::relay::AltPatternNode
	Pattern for Alternate Expressions. More...
class	tvm::relay::AltPattern
	A pattern which matches either of two patterns. More...
class	tvm::relay::WildcardPatternNode
	Wildcard Pattern. More...
class	tvm::relay::WildcardPattern
	A pattern which matches anything. More...
class	tvm::relay::TypePatternNode
	Pattern for Types. More...
class	tvm::relay::TypePattern
	A pattern which matches a type in another pattern. More...
class	tvm::relay::ShapePatternNode
	Pattern for Shapes. More...
class	tvm::relay::ShapePattern
	A pattern which matches a type in another pattern. More...
class	tvm::relay::DataTypePatternNode
	Pattern for Types. More...
class	tvm::relay::DataTypePattern
	A pattern which matches a type in another pattern. More...
class	tvm::relay::AttrPatternNode
	Pattern for Attributes. More...
class	tvm::relay::AttrPattern
	A pattern which matches attributes in another pattern. More...
class	tvm::relay::DominatorPatternNode
	Dominated Graph Pattern Pattern for fuzzy subgraphs where all outputs of the parent are used finally by the child, and every operation between the parent and the child matches the path. More...
class	tvm::relay::DominatorPattern
	A pattern which matches a variable length dominator path. More...
class	tvm::relay::DFPatternPrinter
	A printer class to print pattern. More...

Namespaces
	tvm
	runtime implementation for LibTorch/TorchScript.
	tvm::relay
	Relay: a high level functional IR for TVM.

Functions
DFPattern	tvm::relay::IsVar (const String &name)
	Syntatic Sugar for creating a VarPattern with a name. More...
DFPattern	tvm::relay::IsConstant ()
	Syntatic Sugar for creating a ConstantPattern. More...
DFPattern	tvm::relay::IsWildcard ()
	Syntatic Sugar for creating a WildcardPattern. More...
DFPattern	tvm::relay::IsExpr (const Expr &expr)
	Syntatic Sugar for creating a ExprPattern. More...
DFPattern	tvm::relay::IsOp (const String &op_name)
	Syntatic Sugar for creating a ExprPattern base on an Op. More...
DFPattern	tvm::relay::IsTuple (const Array< DFPattern > &fields)
	Syntatic Sugar for creating a TuplePattern. More...
DFPattern	tvm::relay::IsTupleGetItem (const DFPattern tuple, int index=-1)
	Syntatic Sugar for creating a TupleGetItemPattern. More...
std::ostream &	tvm::relay::operator<< (std::ostream &os, const DFPattern &n)
String	tvm::relay::PrettyPrint (const DFPattern &pattern)

Detailed Description

A pattern language for matching dataflow properties.