Additional constraints on the graph. More...

#include <dataflow_pattern.h>

Inheritance diagram for tvm::relax::DFConstraintNode:

Collaboration diagram for tvm::relax::DFConstraintNode:

Public Member Functions
virtual ffi::Array< DFPattern >	GetDependentPatterns () const =0
	Return the patterns on which the constraint depends. More...

virtual std::tuple< PrimExpr, bool >	AsPrimExpr (std::function< ffi::Optional< Var >(const DFPatternNode *)> match_state) const =0
	Convert the constraint to a PrimExpr. More...

	TVM_FFI_DECLARE_OBJECT_INFO ("relax.dpl.DFConstraint", DFConstraintNode, Object)

Static Public Attributes
static constexpr const uint32_t	_type_child_slots = 1

Detailed Description

Additional constraints on the graph.

Unlike PairCons, these may relate nodes that are not directly connected by a DFPattern edge from producer to consumer. For example, constraining the two branches of an elementwise operation to have the same shape.

Member Function Documentation

◆ AsPrimExpr()

virtual std::tuple<PrimExpr, bool> tvm::relax::DFConstraintNode::AsPrimExpr ( std::function< ffi::Optional< Var >(const DFPatternNode *)> match_state ) const

pure virtual

Convert the constraint to a PrimExpr.

If the returned boolean parameter is true, then the returned expression is a necessary-and-sufficient condition for evaluating the constraint. In this case, the matcher may either mark the constraint as satisfied (no need to re-check later), or as failed (need to back-track).

If the returned boolean parameter is false, then the returned expression is a necessary-but-not-sufficient condition for evaluating the constraint. In this case, the matcher may start backtracking as a result of a failed condition, but may not mark the constraint as satisfied. This typically occurs when the constraint involves a parameter that the matcher has not yet filled.

Parameters

match_state A function that can be called to check the current state of the match. The function takes as argument a pattern on which the constraint depends, and returns the relax variable matched by that pattern, or std::nullopt if the pattern has not yet been matched.

Returns: A tuple of PrimExpr and bool. The first element is a necessary condition for the constraint to be satisfied. The second tuple element indicates whether the condition is also sufficient for the constraint to be satisfied.

Implemented in tvm::relax::SameShapeConstraintNode.

◆ GetDependentPatterns()

virtual ffi::Array<DFPattern> tvm::relax::DFConstraintNode::GetDependentPatterns ( ) const

pure virtual

Return the patterns on which the constraint depends.

Implemented in tvm::relax::SameShapeConstraintNode.

◆ TVM_FFI_DECLARE_OBJECT_INFO()

tvm::relax::DFConstraintNode::TVM_FFI_DECLARE_OBJECT_INFO	(	"relax.dpl.DFConstraint"	,
		DFConstraintNode	,
		Object
	)

Member Data Documentation

◆ _type_child_slots

constexpr const uint32_t tvm::relax::DFConstraintNode::_type_child_slots = 1

staticconstexpr

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

include/tvm/relax/dataflow_pattern.h

Public Member Functions