mlx_rs::losses

Struct MseLoss

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pub struct MseLoss {
    pub reduction: LossReduction,
}
Expand description

Computes the mean squared error loss.

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§reduction: LossReduction

Reduction type. Default to MseLoss::DEFAULT_REDUCTION

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impl MseLoss

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pub fn new() -> Self

Creates a new instance of MseLoss.

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impl MseLoss

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pub const DEFAULT_REDUCTION: LossReduction = LossReduction::Mean

Default value for the reduction parameter.

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pub fn apply( &self, predictions: impl AsRef<Array>, targets: impl AsRef<Array>, ) -> Result<Array, Exception>

Compute the mean squared error loss.

§Params
  • predictions: predicted values
  • targets: target values

Trait Implementations§

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impl Buildable for MseLoss

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type Builder = MseLossBuilder

The builder type for this buildable type
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impl Builder<MseLoss> for MseLossBuilder

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type Error = Infallible

Error with building
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fn build(self) -> Result<MseLoss, Self::Error>

Build the type
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impl Clone for MseLoss

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fn clone(&self) -> MseLoss

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 Debug for MseLoss

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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<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

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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
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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.