oa::Conv1d

Conv1d: 1D convolution layer (im2col + GEMM).

ClC++ public headers

Inheritance

public Module

Public Methods

oa::I32 oa::Conv1d::dilation()

Matrix oa::Conv1d::forward(const Matrix & inInput)

oa::I32 oa::Conv1d::padding()

oa::I32 oa::Conv1d::stride()

Constructor & Destructor Documentation

oa::Conv1d::Conv1d(
	oa::I32 inChannels,
	oa::I32 outChannels,
	oa::I32 kernelSize,
	oa::I32 inStride = 1,
	oa::I32 inPadding = 0,
	oa::I32 inDilation = 1
)

No public source comment is attached to this declaration.

Parameters

inChannels

oa::I32

—

outChannels

oa::I32

—

kernelSize

oa::I32

—

inStride

oa::I32

Default: 1

inPadding

oa::I32

Default: 0

inDilation

oa::I32

Default: 1

Public Method Documentation

oa::I32 oa::Conv1d::dilation()

No public source comment is attached to this declaration.

Returns

oa::I32

The declared return value.

Matrix oa::Conv1d::forward(
	const Matrix & inInput
)

No public source comment is attached to this declaration.

Parameters

inInput

const Matrix &

—

Returns

Matrix

The declared return value.

oa::I32 oa::Conv1d::padding()

No public source comment is attached to this declaration.

Returns

oa::I32

The declared return value.

oa::I32 oa::Conv1d::stride()

No public source comment is attached to this declaration.

Returns

oa::I32

The declared return value.