oa::Rnn

Rnn class in the OA Ml public surface.

ClC++ public headers

Inheritance

public Module

Public Methods

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

oa::I32 oa::Rnn::hiddenSize()

oa::I32 oa::Rnn::inputSize()

oa::I32 oa::Rnn::numLayers()

oa::Matrix oa::Rnn::step(const oa::Matrix & inInput, oa::Matrix & inOutHidden, oa::I32 inLayer = 0)

oa::Matrix oa::Rnn::zeroState(oa::I32 inBatch, oa::I32 inLayer = 0)

Constructor & Destructor Documentation

oa::Rnn::Rnn(
	oa::I32 inInputSize,
	oa::I32 inHiddenSize,
	oa::I32 inNumLayers = 1,
	bool inBias = true
)

No public source comment is attached to this declaration.

Parameters

inInputSize

oa::I32

—

inHiddenSize

oa::I32

—

inNumLayers

oa::I32

Default: 1

inBias

bool

Default: true

Public Method Documentation

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

No public source comment is attached to this declaration.

Parameters

inInput

const oa::Matrix &

—

Returns

oa::Matrix

The declared return value.

oa::I32 oa::Rnn::hiddenSize()

No public source comment is attached to this declaration.

Returns

oa::I32

The declared return value.

oa::I32 oa::Rnn::inputSize()

No public source comment is attached to this declaration.

Returns

oa::I32

The declared return value.

oa::I32 oa::Rnn::numLayers()

No public source comment is attached to this declaration.

Returns

oa::I32

The declared return value.

oa::Matrix oa::Rnn::step(
	const oa::Matrix & inInput,
	oa::Matrix & inOutHidden,
	oa::I32 inLayer = 0
)

No public source comment is attached to this declaration.

Parameters

inInput

const oa::Matrix &

—

inOutHidden

oa::Matrix &

—

inLayer

oa::I32

Default: 0

Returns

oa::Matrix

The declared return value.

oa::Matrix oa::Rnn::zeroState(
	oa::I32 inBatch,
	oa::I32 inLayer = 0
)

No public source comment is attached to this declaration.

Parameters

inBatch

oa::I32

—

inLayer

oa::I32

Default: 0

Returns

oa::Matrix

The declared return value.