[−][src]Struct yarnn::optimizers::Adam

pub struct Adam<N, B: Backend<N>> { /* fields omitted */ }

Methods

`impl<N, B: Backend<N>> Adam<N, B>`[src]

`pub fn new(learning_rate: f32, beta_1: f32, beta_2: f32, amsgrad: bool) -> Self`[src]

Trait Implementations

`impl<N, B: Backend<N> + BackendAdam<N>> Optimizer<N, B> for Adam<N, B>`[src]

`type Context = AdamContext<N, B>`

`fn update_params( &self, backend: &B, ctx: &mut Self::Context, params: &mut B::Tensor, grads: &mut B::Tensor )`[src]

`impl<N, B> Default for Adam<N, B> where B: Backend<N>,` [src]

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

Auto Trait Implementations

`impl<N, B> Unpin for Adam<N, B>`

`impl<N, B> Send for Adam<N, B>`

`impl<N, B> !Sync for Adam<N, B>`

`impl<N, B> UnwindSafe for Adam<N, B>`

`impl<N, B> !RefUnwindSafe for Adam<N, B>`

Blanket Implementations

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

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

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

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

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

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

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

`fn vzip(self) -> V`

[−][src]Struct yarnn::optimizers::Adam

Methods

`impl<N, B: Backend<N>> Adam<N, B>`[src]

`pub fn new(learning_rate: f32, beta_1: f32, beta_2: f32, amsgrad: bool) -> Self`[src]

Trait Implementations

`impl<N, B: Backend<N> + BackendAdam<N>> Optimizer<N, B> for Adam<N, B>`[src]

`type Context = AdamContext<N, B>`

`fn update_params( &self, backend: &B, ctx: &mut Self::Context, params: &mut B::Tensor, grads: &mut B::Tensor )`[src]

`impl<N, B> Default for Adam<N, B> where B: Backend<N>,` [src]

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

Auto Trait Implementations

`impl<N, B> Unpin for Adam<N, B>`

`impl<N, B> Send for Adam<N, B>`

`impl<N, B> !Sync for Adam<N, B>`

`impl<N, B> UnwindSafe for Adam<N, B>`

`impl<N, B> !RefUnwindSafe for Adam<N, B>`

Blanket Implementations

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

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

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

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

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

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

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

`fn vzip(self) -> V`

[−][src]Struct yarnn::optimizers::Adam

Methods

impl<N, B: Backend<N>> Adam<N, B>[src]

pub fn new(learning_rate: f32, beta_1: f32, beta_2: f32, amsgrad: bool) -> Self[src]

Trait Implementations

impl<N, B: Backend<N> + BackendAdam<N>> Optimizer<N, B> for Adam<N, B>[src]

type Context = AdamContext<N, B>

fn update_params( &self, backend: &B, ctx: &mut Self::Context, params: &mut B::Tensor, grads: &mut B::Tensor)[src]

impl<N, B> Default for Adam<N, B> where B: Backend<N>, [src]

fn default() -> Self[src]

Auto Trait Implementations

impl<N, B> Unpin for Adam<N, B>

impl<N, B> Send for Adam<N, B>

impl<N, B> !Sync for Adam<N, B>

impl<N, B> UnwindSafe for Adam<N, B>

impl<N, B> !RefUnwindSafe for Adam<N, B>

Blanket Implementations

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

fn into(self) -> U[src]

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

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

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

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

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

fn vzip(self) -> V

`impl<N, B: Backend<N>> Adam<N, B>`[src]

`pub fn new(learning_rate: f32, beta_1: f32, beta_2: f32, amsgrad: bool) -> Self`[src]

`impl<N, B: Backend<N> + BackendAdam<N>> Optimizer<N, B> for Adam<N, B>`[src]

`type Context = AdamContext<N, B>`

`fn update_params( &self, backend: &B, ctx: &mut Self::Context, params: &mut B::Tensor, grads: &mut B::Tensor )`[src]

`impl<N, B> Default for Adam<N, B> where B: Backend<N>,` [src]

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

`impl<N, B> Unpin for Adam<N, B>`

`impl<N, B> Send for Adam<N, B>`

`impl<N, B> !Sync for Adam<N, B>`

`impl<N, B> UnwindSafe for Adam<N, B>`

`impl<N, B> !RefUnwindSafe for Adam<N, B>`

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

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

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

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

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

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

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

`fn vzip(self) -> V`