FlexNN::Layers::Conv1DParams Struct Reference

Parameters for a Conv1D layer. More...

#include <LayerTypes.hpp>

Public Attributes
int	inChannels = 0
int	outChannels = 0
int	kernelSize = 0
int	stride = 1
int	padding = 0
int	dilation = 1
	Must be 1 in v0.1 (export error otherwise)

Detailed Description

Parameters for a Conv1D layer.

Weight layout: W[outChannels][inChannels*K] row-major logical, stored in Eigen column-major MatrixXd but serialized row-major float32. Bias is [outChannels].

Output length: L_out = (L_in + 2*pad - dilation*(K-1) -1)/stride +1 Must be >=1 or export returns Status error.

Member Data Documentation

dilation

int FlexNN::Layers::Conv1DParams::dilation = 1

Must be 1 in v0.1 (export error otherwise)

inChannels

int FlexNN::Layers::Conv1DParams::inChannels = 0

kernelSize

int FlexNN::Layers::Conv1DParams::kernelSize = 0

outChannels

int FlexNN::Layers::Conv1DParams::outChannels = 0

padding

int FlexNN::Layers::Conv1DParams::padding = 0

stride

int FlexNN::Layers::Conv1DParams::stride = 1

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

• include/layers/LayerTypes.hpp