burn::nn

Struct LstmState

pub struct LstmState<B, const D: usize>
where
    B: Backend,
{
    pub cell: Tensor<B, D>,
    pub hidden: Tensor<B, D>,
}
Expand description

A LstmState is used to store cell state and hidden state in LSTM.

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§cell: Tensor<B, D>

The cell state.

§hidden: Tensor<B, D>

The hidden state.

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impl<B, const D: usize> LstmState<B, D>
where B: Backend,

pub fn new(cell: Tensor<B, D>, hidden: Tensor<B, D>) -> LstmState<B, D>

Initialize a new LSTM State.

Auto Trait Implementations§

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impl<B, const D: usize> Freeze for LstmState<B, D>
where <B as Backend>::FloatTensorPrimitive: Freeze, <B as Backend>::QuantizedTensorPrimitive: Freeze,

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impl<B, const D: usize> RefUnwindSafe for LstmState<B, D>
where <B as Backend>::FloatTensorPrimitive: RefUnwindSafe, <B as Backend>::QuantizedTensorPrimitive: RefUnwindSafe,

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impl<B, const D: usize> Send for LstmState<B, D>

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impl<B, const D: usize> Sync for LstmState<B, D>

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impl<B, const D: usize> Unpin for LstmState<B, D>
where <B as Backend>::FloatTensorPrimitive: Unpin, <B as Backend>::QuantizedTensorPrimitive: Unpin,

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impl<B, const D: usize> UnwindSafe for LstmState<B, D>
where <B as Backend>::FloatTensorPrimitive: UnwindSafe, <B as Backend>::QuantizedTensorPrimitive: UnwindSafe,

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impl<T> Adaptor<()> for T

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fn adapt(&self)

Adapt the type to be passed to a metric.
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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,

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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,

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

Mutably borrows from an owned value. Read more
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impl<T> Downcast<T> for T

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fn downcast(&self) -> &T

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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

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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> IntoEither for T

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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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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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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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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T, U> TryFrom<U> for T
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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> Upcast<T> for T

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fn upcast(&self) -> Option<&T>

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

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fn vzip(self) -> V

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impl<T> WasmNotSend for T
where T: Send,

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impl<T> WasmNotSendSync for T
where T: WasmNotSend + WasmNotSync,

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impl<T> WasmNotSync for T
where T: Sync,