pub struct L2Regularization { /* private fields */ }Expand description
L2 Regularization optimizer for continual learning.
Implementations§
Source§impl L2Regularization
impl L2Regularization
Sourcepub fn new(
config: L2RegularizationConfig,
initial_parameters: Vec<Tensor>,
) -> Self
pub fn new( config: L2RegularizationConfig, initial_parameters: Vec<Tensor>, ) -> Self
Create a new L2 regularization optimizer.
Sourcepub fn step(&mut self, gradients: &[Tensor]) -> Result<()>
pub fn step(&mut self, gradients: &[Tensor]) -> Result<()>
Perform optimization step with L2 regularization.
Sourcepub fn finish_task(&mut self) -> Result<()>
pub fn finish_task(&mut self) -> Result<()>
Finish current task (update anchors for TaskBoundary strategy).
Sourcepub fn get_parameters(&self) -> &[Tensor]
pub fn get_parameters(&self) -> &[Tensor]
Get current parameters.
Auto Trait Implementations§
impl Freeze for L2Regularization
impl RefUnwindSafe for L2Regularization
impl Send for L2Regularization
impl Sync for L2Regularization
impl Unpin for L2Regularization
impl UnwindSafe for L2Regularization
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read more