[−][src]Struct neuro::optimizers::AdaDelta

pub struct AdaDelta { /* fields omitted */ }

AdaDelta

Methods

`impl AdaDelta`[src]

`pub fn new() -> AdaDelta`[src]

Creates an AdaDelta optimizer.

The exponential decay rate is set to 0.95 and the epsilon value used for numerical stability to 1e-6.

`pub fn with_param(decay_rate: PrimitiveType, eps: PrimitiveType) -> AdaDelta`[src]

Creates an AdaDelta optimizer with the parameters.

Trait Implementations

`impl Default for AdaDelta`[src]

`fn default() -> AdaDelta`[src]

`impl Optimizer for AdaDelta`[src]

`fn name(&self) -> &str`[src]

`fn update_parameters(&mut self, layer: &mut dyn Layer, layer_idx: usize)`[src]

`fn initialize_parameters(&mut self, layers_dims: Vec<(Dim, Dim)>)`[src]

`fn save(&self, file: &File) -> Result<(), Error>`[src]

`fn update_time_step(&mut self)`[src]

Auto Trait Implementations

`impl RefUnwindSafe for AdaDelta`

`impl Send for AdaDelta`

`impl Sync for AdaDelta`

`impl Unpin for AdaDelta`

`impl UnwindSafe for AdaDelta`

Blanket Implementations

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`fn type_id(&self) -> TypeId`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> From<T> for T`[src]

`fn from(t: T) -> T`[src]

`impl<T, U> Into for T where U: From<T>,` [src]

`fn into(self) -> U`[src]

`impl<T> SetParameter for T`

`fn set<T>(&mut self, value: T) -> <T as Parameter<Self>>::Result where T: Parameter<Self>,`

`impl<T, U> TryFrom for T where U: Into<T>,` [src]

`type Error = Infallible`

The type returned in the event of a conversion error.

`fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>`[src]

`impl<T, U> TryInto for T where U: TryFrom<T>,` [src]

`type Error = >::Error`

The type returned in the event of a conversion error.

`fn try_into(self) -> Result<U, >::Error>`[src]

`impl<V, T> VZip<V> for T where V: MultiLane<T>,`

`fn vzip(self) -> V`

[−][src]Struct neuro::optimizers::AdaDelta

Methods

impl AdaDelta[src]

pub fn new() -> AdaDelta[src]

pub fn with_param(decay_rate: PrimitiveType, eps: PrimitiveType) -> AdaDelta[src]

Trait Implementations

impl Default for AdaDelta[src]

fn default() -> AdaDelta[src]

impl Optimizer for AdaDelta[src]

fn name(&self) -> &str[src]

fn update_parameters(&mut self, layer: &mut dyn Layer, layer_idx: usize)[src]

fn initialize_parameters(&mut self, layers_dims: Vec<(Dim, Dim)>)[src]

fn save(&self, file: &File) -> Result<(), Error>[src]

fn update_time_step(&mut self)[src]

Auto Trait Implementations

impl RefUnwindSafe for AdaDelta

impl Send for AdaDelta

impl Sync for AdaDelta

impl Unpin for AdaDelta

impl UnwindSafe for AdaDelta

Blanket Implementations

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

fn type_id(&self) -> TypeId[src]

impl<T> Borrow<T> for T where T: ?Sized, [src]

fn borrow(&self) -> &T[src]

impl<T> BorrowMut<T> for T where T: ?Sized, [src]

fn borrow_mut(&mut self) -> &mut T[src]

impl<T> From<T> for T[src]

fn from(t: T) -> T[src]

impl<T, U> Into<U> for T where U: From<T>, [src]

fn into(self) -> U[src]

impl<T> SetParameter for T

fn set<T>(&mut self, value: T) -> <T as Parameter<Self>>::Result where T: Parameter<Self>,

impl<T, U> TryFrom<U> for T where U: Into<T>, [src]

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>[src]

impl<T, U> TryInto<U> for T where U: TryFrom<T>, [src]

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>[src]

impl<V, T> VZip<V> for T where V: MultiLane<T>,

fn vzip(self) -> V