AdamOptimizer

quantrs2_sim::qml_integration

Struct AdamOptimizer

pub struct AdamOptimizer { /* private fields */ }

Expand description

Adam optimizer implementation

Implementations§

impl AdamOptimizer

pub fn new(learning_rate: f64) -> Self

Trait Implementations§

impl QMLOptimizer for AdamOptimizer

fn update_parameters( &mut self, qnn: &mut QuantumNeuralNetwork, gradients: &HashMap<String, Vec<f64>>, ) -> Result<()>

Update parameters using computed gradients

fn update_learning_rate(&mut self, factor: f64)

Update learning rate

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§

impl<T> Any for T
where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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where T: ?Sized,

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Calls U::from(self).

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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 more

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where F: FnOnce(&Self) -> bool,

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

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const ALIGN: usize

The alignment of pointer.

type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

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Drops the object pointed to by the given pointer. Read more

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type Output = T

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impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

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fn vzip(self) -> V

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