Constructor Conv

Conv(string, string, string, string, int, int[], int[], int[], AutoPad, int[], FusableActivation)

Initializes and returns an instance of Conv convolution layer.

Declaration

public Conv(string name, string X, string W, string B, int group, int[] strides, int[] pads, int[] dilations, AutoPad autoPad = AutoPad.NotSet, int[] kernelShape = null, FusableActivation fusedActivation = FusableActivation.None)

Parameters

Type	Name	Description
string	name	The name to use for the output tensor of the layer.
string	X	The name to use for the input tensor of the layer.
string	W	The name to use for the filter tensor of the layer.
string	B	The name to use for the optional bias tensor of the layer.
int	group	The number of groups that input channels and output channels are divided into.
int[]	strides	The optional stride value for each spatial dimension of the filter.
int[]	pads	The optional lower and upper padding values for each spatial dimension of the filter.
int[]	dilations	The optional dilation value of each spatial dimension of the filter.
AutoPad	autoPad	The auto padding mode of the convolution as an AutoPad.
int[]	kernelShape	The shape of the kernel as an integer array.
FusableActivation	fusedActivation	The fused activation type to apply after the convolution. The default value is None.

Conv(string, string, string, int, int[], int[], int[], AutoPad, int[], FusableActivation)

Initializes and returns an instance of Conv convolution layer.

Declaration

public Conv(string name, string X, string W, int group, int[] strides, int[] pads, int[] dilations, AutoPad autoPad = AutoPad.NotSet, int[] kernelShape = null, FusableActivation fusedActivation = FusableActivation.None)

Parameters

Type	Name	Description
string	name	The name to use for the output tensor of the layer.
string	X	The name to use for the input tensor of the layer.
string	W	The name to use for the filter tensor of the layer.
int	group	The number of groups that input channels and output channels are divided into.
int[]	strides	The optional stride value for each spatial dimension of the filter.
int[]	pads	The optional lower and upper padding values for each spatial dimension of the filter.
int[]	dilations	The optional dilation value of each spatial dimension of the filter.
AutoPad	autoPad	The auto padding mode of the convolution as an AutoPad.
int[]	kernelShape	The shape of the kernel as an integer array.
FusableActivation	fusedActivation	The fused activation type to apply after the convolution. The default value is None.