ngraph::op::v1::GroupConvolutionBackpropData Class Reference

Data batch backprop for batched convolution operation. More...

#include <group_conv.hpp>

Inheritance diagram for ngraph::op::v1::GroupConvolutionBackpropData:

Collaboration diagram for ngraph::op::v1::GroupConvolutionBackpropData:

Public Member Functions
const NodeTypeInfo &	get_type_info () const override
	GroupConvolutionBackpropData ()=default
	Constructs a batched-convolution data batch-backprop operation.
	GroupConvolutionBackpropData (const Output< Node > &data, const Output< Node > &filter, const Output< Node > &output_shape, const Strides &strides, const CoordinateDiff &pads_begin, const CoordinateDiff &pads_end, const Strides &dilations, const PadType &auto_pad=PadType::EXPLICIT, const CoordinateDiff &output_padding={})
	GroupConvolutionBackpropData (const Output< Node > &data, const Output< Node > &filter, const Output< Node > &output_shape, const Strides &strides, const Strides &dilations, const PadType &auto_pad, const CoordinateDiff &output_padding={})
	GroupConvolutionBackpropData (const Output< Node > &data, const Output< Node > &filter, const Strides &strides, const CoordinateDiff &pads_begin, const CoordinateDiff &pads_end, const Strides &dilations, const PadType &auto_pad=PadType::EXPLICIT, const CoordinateDiff &output_padding={})
void	infer_conv_backprop_output_spatial_shape (const std::vector< Dimension > &input_data_shape, const std::vector< Dimension > &filters_shape, const Strides &strides, const Strides &dilations, const CoordinateDiff &pads_begin, const CoordinateDiff &pads_end, const CoordinateDiff &output_padding, std::vector< Dimension > &output_spatial_shape)
	Calculates output spatial features size. More...
bool	visit_attributes (AttributeVisitor &visitor) override
virtual bool	is_dynamic () const override
virtual OutputVector	decompose_op () const override
virtual void	pre_validate_and_infer_types () override
virtual std::shared_ptr< Node >	clone_with_new_inputs (const OutputVector &new_args) const override
const PartialShape	get_convolution_output_shape () const
void	set_output_shape (const Shape &output_shape)
const Strides &	get_strides () const
void	set_strides (const Strides &strides)
const Strides &	get_dilations () const
void	set_dilations (const Strides &dilations)
const CoordinateDiff &	get_pads_begin () const
void	set_pads_begin (const CoordinateDiff &pads_begin)
const CoordinateDiff &	get_pads_end () const
void	set_pads_end (const CoordinateDiff &pads_end)
const PadType &	get_auto_pad () const
void	set_auto_pad (const PadType &auto_pad)
const CoordinateDiff &	get_output_padding () const
void	set_output_padding (const CoordinateDiff &output_padding)

Static Public Attributes
static constexpr NodeTypeInfo	type_info {"GroupConvolutionBackpropData", 1}

Protected Attributes
Strides	m_strides
Strides	m_dilations
CoordinateDiff	m_pads_begin
CoordinateDiff	m_pads_end
PadType	m_auto_pad
CoordinateDiff	m_output_padding

Detailed Description

Data batch backprop for batched convolution operation.

Member Function Documentation

get_auto_pad()

const PadType& ngraph::op::v1::GroupConvolutionBackpropData::get_auto_pad ( ) const

inline

Returns

The auto pad.

get_convolution_output_shape()

const PartialShape ngraph::op::v1::GroupConvolutionBackpropData::get_convolution_output_shape

(

)

const

Returns

The spatial shape of the output.

get_dilations()

const Strides& ngraph::op::v1::GroupConvolutionBackpropData::get_dilations ( ) const

inline

Returns

The dilations from the forward prop.

get_output_padding()

const CoordinateDiff& ngraph::op::v1::GroupConvolutionBackpropData::get_output_padding ( ) const

inline

Returns

The output padding.

get_pads_begin()

const CoordinateDiff& ngraph::op::v1::GroupConvolutionBackpropData::get_pads_begin ( ) const

inline

Returns

The number of pixels to add to the beginning along each axis.

get_pads_end()

const CoordinateDiff& ngraph::op::v1::GroupConvolutionBackpropData::get_pads_end ( ) const

inline

Returns

The number of pixels to add to the ending along each axis.

get_strides()

const Strides& ngraph::op::v1::GroupConvolutionBackpropData::get_strides ( ) const

inline

Returns

The strides from the forward prop.

infer_conv_backprop_output_spatial_shape()

void ngraph::op::v1::GroupConvolutionBackpropData::infer_conv_backprop_output_spatial_shape	(	const std::vector< Dimension > &	input_data_shape,
		const std::vector< Dimension > &	filters_shape,
		const Strides &	strides,
		const Strides &	dilations,
		const CoordinateDiff &	pads_begin,
		const CoordinateDiff &	pads_end,
		const CoordinateDiff &	output_padding,
		std::vector< Dimension > &	output_spatial_shape
	)

Calculates output spatial features size.

Parameters

[in]	input_data_shape	The input data partial shape
[in]	filters_shape	The filters partial shape
[in]	strides	The strides values.
[in]	dilations	The dilations values.
[in]	pads_begin	The paddings at the beginning of axis.
[in]	pads_end	The paddings at the end of axis.
[in]	output_padding	The output padding values.
	output_spatial_shape	The placeholder for computed output spatial partial shape.

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

• core/include/ngraph/op/group_conv.hpp