tvm::te::ComputeOpNode Class Reference

A Compute op that compute a tensor on certain domain. More...

#include <operation.h>

Inheritance diagram for tvm::te::ComputeOpNode:

Collaboration diagram for tvm::te::ComputeOpNode:

Public Member Functions
	ComputeOpNode ()
	constructor More...
int	num_outputs () const final
DataType	output_dtype (size_t i) const final
	Get data type. i-th output tensor. More...
Array< Tensor >	InputTensors () const final
	List all the input Tensors. More...
	TVM_DECLARE_FINAL_OBJECT_INFO (ComputeOpNode, BaseComputeOpNode)
Public Member Functions inherited from tvm::te::BaseComputeOpNode
Array< PrimExpr >	output_shape (size_t idx) const final
	Get shape of i-th output tensor. More...
	TVM_DECLARE_BASE_OBJECT_INFO (BaseComputeOpNode, OperationNode)
Public Member Functions inherited from tvm::te::OperationNode
virtual	~OperationNode ()
	TVM_DECLARE_BASE_OBJECT_INFO (OperationNode, Object)

Static Public Member Functions
static void	RegisterReflection ()
Static Public Member Functions inherited from tvm::te::BaseComputeOpNode
static void	RegisterReflection ()
Static Public Member Functions inherited from tvm::te::OperationNode
static void	RegisterReflection ()

Public Attributes
Array< PrimExpr >	body
	the compute expression More...
Public Attributes inherited from tvm::te::BaseComputeOpNode
Array< IterVar >	axis
	IterVar on each axis. More...
Array< IterVar >	reduce_axis
	IterVar on each reduction axis, if the body is a Reduce. More...
Public Attributes inherited from tvm::te::OperationNode
std::string	name
	optional name of the operation More...
std::string	tag
	optional tag of the operation More...
Map< String, ffi::Any >	attrs
	additional attributes of the operation More...

Static Public Attributes
static constexpr const char *	_type_key = "te.ComputeOp"
Static Public Attributes inherited from tvm::te::BaseComputeOpNode
static constexpr const char *	_type_key = "te.BaseComputeOp"
Static Public Attributes inherited from tvm::te::OperationNode
static constexpr const char *	_type_key = "te.Operation"

Detailed Description

A Compute op that compute a tensor on certain domain.

Constructor & Destructor Documentation

ComputeOpNode()

tvm::te::ComputeOpNode::ComputeOpNode ( )

inline

constructor

Member Function Documentation

InputTensors()

Array<Tensor> tvm::te::ComputeOpNode::InputTensors ( ) const

finalvirtual

List all the input Tensors.

Returns

List of input tensors.

Implements tvm::te::OperationNode.

num_outputs()

int tvm::te::ComputeOpNode::num_outputs ( ) const

finalvirtual

Returns

number of outputs

Implements tvm::te::OperationNode.

output_dtype()

DataType tvm::te::ComputeOpNode::output_dtype ( size_t  i ) const

finalvirtual

Get data type. i-th output tensor.

Parameters

i	The output index.

Returns

type of i-th output.

Implements tvm::te::OperationNode.

RegisterReflection()

static void tvm::te::ComputeOpNode::RegisterReflection ( )

inlinestatic

TVM_DECLARE_FINAL_OBJECT_INFO()

tvm::te::ComputeOpNode::TVM_DECLARE_FINAL_OBJECT_INFO	(	ComputeOpNode	,
		BaseComputeOpNode
	)

Member Data Documentation

_type_key

constexpr const char* tvm::te::ComputeOpNode::_type_key = "te.ComputeOp"

staticconstexpr

body

Array<PrimExpr> tvm::te::ComputeOpNode::body

the compute expression

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

• include/tvm/te/operation.h