oa::GradientTape

oa::GradientTape — RAII scope guard that enables autograd for its lifetime. call backward() to execute the recorded backward graph.

ClC++ public headers

Public Methods

void oa::GradientTape::backward(const Matrix & inRoot)

void oa::GradientTape::close()

oa::Status oa::GradientTape::tryBackward(const Matrix & inRoot)

oa::GradientTape::GradientTape()

No public source comment is attached to this declaration.

void oa::GradientTape::~GradientTape()

No public source comment is attached to this declaration.

void oa::GradientTape::backward(
	const Matrix & inRoot
)

No public source comment is attached to this declaration.

inRoot

const Matrix &

—

void

The declared return value.

void oa::GradientTape::close()

No public source comment is attached to this declaration.

void

The declared return value.

oa::Status oa::GradientTape::tryBackward(
	const Matrix & inRoot
)

Records backward operations into the active graph. Submission and waiting remain the caller/training-session responsibility.

inRoot

const Matrix &

—

oa::Status

The declared return value.