SmartEngine::Conv2DInfo Struct Reference

#include <Conv2D.h>

Public Member Functions
bool	operator== (const Conv2DInfo &rhs)

Public Attributes
int	inputWidth = -1
	Input width. If the previous layer is a Conv2D layer, you can set this to -1 to have it auto-calculated. More...
int	inputHeight = -1
	Input height. If the previous layer is a Conv2D layer, you can set this to -1 to have it auto-calculated. More...
int	inputChannels = -1
	Number of input channels. If the previous layer is a Conv2D layer, you can set this to -1 to have it auto-calculated. More...
int	filterWidth = 4
	The width of the filters applied. More...
int	filterHeight = 4
	The height of the filters applies. Set this to 1 if using Conv2D as a Conv1D More...
int	strideWidth = 1
	The stride width of the convolution. The filter is moved over this many elements every convolution. More...
int	strideHeight = 1
	The stride height of the convolution. The filter is moved over this many elements every convolution. More...
int	outputChannels = -1
	Number of output channels this convolution should produce. This is also the same as the number of filters applied to the convolution. More...

Member Function Documentation

operator==()

bool SmartEngine::Conv2DInfo::operator==

(

const Conv2DInfo &

rhs

)

Member Data Documentation

filterHeight

int SmartEngine::Conv2DInfo::filterHeight = 4

The height of the filters applies. Set this to 1 if using Conv2D as a Conv1D

filterWidth

int SmartEngine::Conv2DInfo::filterWidth = 4

The width of the filters applied.

inputChannels

int SmartEngine::Conv2DInfo::inputChannels = -1

Number of input channels. If the previous layer is a Conv2D layer, you can set this to -1 to have it auto-calculated.

inputHeight

int SmartEngine::Conv2DInfo::inputHeight = -1

Input height. If the previous layer is a Conv2D layer, you can set this to -1 to have it auto-calculated.

inputWidth

int SmartEngine::Conv2DInfo::inputWidth = -1

Input width. If the previous layer is a Conv2D layer, you can set this to -1 to have it auto-calculated.

outputChannels

int SmartEngine::Conv2DInfo::outputChannels = -1

Number of output channels this convolution should produce. This is also the same as the number of filters applied to the convolution.

strideHeight

int SmartEngine::Conv2DInfo::strideHeight = 1

The stride height of the convolution. The filter is moved over this many elements every convolution.

strideWidth

int SmartEngine::Conv2DInfo::strideWidth = 1

The stride width of the convolution. The filter is moved over this many elements every convolution.