[−][src]Struct tch::nn::GRU

pub struct GRU { /* fields omitted */ }

A Gated Recurrent Unit (GRU) layer.

https://en.wikipedia.org/wiki/Gated_recurrent_unit

Methods

`impl GRU`[src]

`pub fn new(vs: &Path, in_dim: i64, hidden_dim: i64, c: Config) -> GRU`[src]

Trait Implementations

`impl RNN for GRU`[src]

`type State = GRUState`

`fn zero_state(&self, batch_dim: i64) -> GRUState`[src]

`fn step(&self, input: &Tensor, in_state: &GRUState) -> GRUState`[src]

`fn seq(&self, input: &Tensor) -> (Tensor, GRUState)`[src]

`impl Debug for GRU`[src]

`fn fmt(&self, f: &mut Formatter) -> Result`[src]

Auto Trait Implementations

`impl Send for GRU`

`impl !Sync for GRU`

Blanket Implementations

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

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

`impl<T> From 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<U>>::Error>`[src]

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

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

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

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

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

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

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

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

The type returned in the event of a conversion error.

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

[−][src]Struct tch::nn::GRU

Methods

impl GRU[src]

pub fn new(vs: &Path, in_dim: i64, hidden_dim: i64, c: Config) -> GRU[src]

Trait Implementations

impl RNN for GRU[src]

type State = GRUState

fn zero_state(&self, batch_dim: i64) -> GRUState[src]

fn step(&self, input: &Tensor, in_state: &GRUState) -> GRUState[src]

fn seq(&self, input: &Tensor) -> (Tensor, GRUState)[src]

impl Debug for GRU[src]

fn fmt(&self, f: &mut Formatter) -> Result[src]

Auto Trait Implementations

impl Send for GRU

impl !Sync for GRU

Blanket Implementations

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

fn into(self) -> U[src]

impl<T> From for T[src]

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

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

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

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

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

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

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

impl<T, U> TryInto 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 GRU`[src]

`pub fn new(vs: &Path, in_dim: i64, hidden_dim: i64, c: Config) -> GRU`[src]

`impl RNN for GRU`[src]

`type State = GRUState`

`fn zero_state(&self, batch_dim: i64) -> GRUState`[src]

`fn step(&self, input: &Tensor, in_state: &GRUState) -> GRUState`[src]

`fn seq(&self, input: &Tensor) -> (Tensor, GRUState)`[src]

`impl Debug for GRU`[src]

`fn fmt(&self, f: &mut Formatter) -> Result`[src]

`impl Send for GRU`

`impl !Sync for GRU`

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

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

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

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

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

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

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

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

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

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

`impl<T, U> TryInto 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]