Struct tch::nn::LSTM

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pub struct LSTM { /* private fields */ }

Expand description

A Long Short-Term Memory (LSTM) layer.

https://en.wikipedia.org/wiki/Long_short-term_memory

Trait Implementations

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impl Debug for LSTM

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl RNN for LSTM

type State = LSTMState

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fn zero_state(&self, batch_dim: i64) -> LSTMState

A zero state from which the recurrent network is usually initialized.

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fn step(&self, input: &Tensor, in_state: &LSTMState) -> LSTMState

Applies a single step of the recurrent network. Read more

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fn seq_init(&self, input: &Tensor, in_state: &LSTMState) -> (Tensor, LSTMState )

Applies multiple steps of the recurrent network. Read more

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fn seq(&self, input: &Tensor) -> (Tensor, Self::State )

Applies multiple steps of the recurrent network. Read more

Auto Trait Implementations

impl RefUnwindSafe for LSTM

impl Send for LSTM

impl !Sync for LSTM

impl Unpin for LSTM

impl UnwindSafe for LSTM

Blanket Implementations

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T where
T: ?Sized,

const: unstable · source

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T where
T: ?Sized,

const: unstable · source

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T where
U: From<T>,

const: unstable · source

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T, U> TryFrom for T where
U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

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impl<T, U> TryInto for T where
U: TryFrom<T>,

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

Struct tch::nn::LSTM

Trait Implementations

impl Debug for LSTM

fn fmt(&self, f: &mut Formatter<'_>) -> Result

impl RNN for LSTM

type State = LSTMState

fn zero_state(&self, batch_dim: i64) -> LSTMState

fn step(&self, input: &Tensor, in_state: &LSTMState) -> LSTMState

fn seq_init(&self, input: &Tensor, in_state: &LSTMState) -> (Tensor, LSTMState )

fn seq(&self, input: &Tensor) -> (Tensor, Self::State )

Auto Trait Implementations

impl RefUnwindSafe for LSTM

impl Send for LSTM

impl !Sync for LSTM

impl Unpin for LSTM

impl UnwindSafe for LSTM

Blanket Implementations

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

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for T where
T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for T where
T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> From<T> for T

fn from(t: T) -> T

impl<T, U> Into<U> for T where
U: From<T>,

fn into(self) -> U

impl<T, U> TryFrom<U> for T where
U: Into<T>,

type Error = Infallible

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

impl<T, U> TryInto<U> for T where
U: TryFrom<T>,

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

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

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

fn vzip(self) -> V

Struct tch::nn::LSTM

Trait Implementations

impl Debug for LSTM

fn fmt(&self, f: &mut Formatter<'_>) -> Result

impl RNN for LSTM

type State = LSTMState

fn zero_state(&self, batch_dim: i64) -> LSTMState

fn step(&self, input: &Tensor, in_state: &LSTMState) -> LSTMState

fn seq_init(&self, input: &Tensor, in_state: &LSTMState) -> (Tensor, LSTMState)

fn seq(&self, input: &Tensor) -> (Tensor, Self::State)

Auto Trait Implementations

impl RefUnwindSafe for LSTM

impl Send for LSTM

impl !Sync for LSTM

impl Unpin for LSTM

impl UnwindSafe for LSTM

Blanket Implementations

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

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for T where T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for T where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> From<T> for T

fn from(t: T) -> T

impl<T, U> Into<U> for T where U: From<T>,

fn into(self) -> U

impl<T, U> TryFrom<U> for T where U: Into<T>,

type Error = Infallible

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

impl<T, U> TryInto<U> for T where U: TryFrom<T>,

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

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

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

fn vzip(self) -> V

fn seq_init(&self, input: &Tensor, in_state: &LSTMState) -> (Tensor, LSTMState )

fn seq(&self, input: &Tensor) -> (Tensor, Self::State )

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

impl<T> Borrow<T> for T where
T: ?Sized,

impl<T> BorrowMut<T> for T where
T: ?Sized,

impl<T, U> Into<U> for T where
U: From<T>,

impl<T, U> TryFrom<U> for T where
U: Into<T>,

impl<T, U> TryInto<U> for T where
U: TryFrom<T>,

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