mlx_rs::nn

Struct LstmInput

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pub struct LstmInput<'a> {
    pub x: &'a Array,
    pub hidden: Option<&'a Array>,
    pub cell: Option<&'a Array>,
}
Expand description

Input for the LSTM module.

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§x: &'a Array

Input tensor

§hidden: Option<&'a Array>

Hidden state

§cell: Option<&'a Array>

Cell state

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impl<'a> LstmInput<'a>

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pub fn new(x: impl Into<&'a Array>) -> Self

Creates a new instance of LstmInput.

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impl<'a> Buildable for LstmInput<'a>

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type Builder = LstmInputBuilder<'a>

The builder type for this buildable type
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impl<'a> Builder<LstmInput<'a>> for LstmInputBuilder<'a>

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type Error = Infallible

Error with building
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fn build(self) -> Result<LstmInput<'a>, Self::Error>

Build the type
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impl<'a> Clone for LstmInput<'a>

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fn clone(&self) -> LstmInput<'a>

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<'a> Debug for LstmInput<'a>

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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<'a> From<&'a Array> for LstmInput<'a>

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fn from(x: &'a Array) -> Self

Converts to this type from the input type.
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impl<'a> From<(&'a Array,)> for LstmInput<'a>

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fn from(input: (&'a Array,)) -> Self

Converts to this type from the input type.
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impl<'a> From<(&'a Array, &'a Array)> for LstmInput<'a>

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fn from(input: (&'a Array, &'a Array)) -> Self

Converts to this type from the input type.
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impl<'a> From<(&'a Array, &'a Array, &'a Array)> for LstmInput<'a>

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fn from(input: (&'a Array, &'a Array, &'a Array)) -> Self

Converts to this type from the input type.
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impl<'a> From<(&'a Array, Option<&'a Array>)> for LstmInput<'a>

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fn from(input: (&'a Array, Option<&'a Array>)) -> Self

Converts to this type from the input type.
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impl<'a> From<(&'a Array, Option<&'a Array>, Option<&'a Array>)> for LstmInput<'a>

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fn from(input: (&'a Array, Option<&'a Array>, Option<&'a Array>)) -> Self

Converts to this type from the input type.

Auto Trait Implementations§

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impl<'a> Freeze for LstmInput<'a>

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impl<'a> RefUnwindSafe for LstmInput<'a>

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impl<'a> !Send for LstmInput<'a>

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impl<'a> !Sync for LstmInput<'a>

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impl<'a> Unpin for LstmInput<'a>

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impl<'a> UnwindSafe for LstmInput<'a>

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,

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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> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dst: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dst. Read more
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impl<T> DynClone for T
where T: Clone,

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fn __clone_box(&self, _: Private) -> *mut ()

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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> IntoOption<T> for T

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fn into_option(self) -> Option<T>

Convert into an Option.
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impl<T> IntoStrideBy for T

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fn stride_by(self, stride: i32) -> StrideBy<T>

Create a stride indexing operation.
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<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.