pub struct AdamOptimizer { /* private fields */ }Expand description
Adam optimizer implementation
Implementations§
Trait Implementations§
Source§impl QMLOptimizer for AdamOptimizer
impl QMLOptimizer for AdamOptimizer
Source§fn update_parameters(
&mut self,
qnn: &mut QuantumNeuralNetwork,
gradients: &HashMap<String, Vec<f64>>,
) -> Result<()>
fn update_parameters( &mut self, qnn: &mut QuantumNeuralNetwork, gradients: &HashMap<String, Vec<f64>>, ) -> Result<()>
Update parameters using computed gradients
Source§fn update_learning_rate(&mut self, factor: f64)
fn update_learning_rate(&mut self, factor: f64)
Update learning rate
Source§fn get_learning_rate(&self) -> f64
fn get_learning_rate(&self) -> f64
Get current learning rate
Auto Trait Implementations§
impl Freeze for AdamOptimizer
impl RefUnwindSafe for AdamOptimizer
impl Send for AdamOptimizer
impl Sync for AdamOptimizer
impl Unpin for AdamOptimizer
impl UnwindSafe for AdamOptimizer
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> 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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.