concision_neural

Struct Trainer

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pub struct Trainer<'a, M, T, R>
where
    M: Model<T>,
    R: Records,
{ /* private fields */ }

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impl<'a, M, T, R> Trainer<'a, M, T, R>
where M: Model<T>, R: Records,

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pub fn new(model: &'a mut M, dataset: R) -> Self
where R: IntoDataset<R::Inputs, R::Targets>, T: Default,

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pub const fn loss(&self) -> &T

returns an immutable reference to the total loss

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pub fn loss_mut(&mut self) -> &mut T

returns a mutable reference to the total loss

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pub const fn dataset(&self) -> &Dataset<R::Inputs, R::Targets>

returns an immutable reference to the training session’s dataset

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pub fn dataset_mut(&mut self) -> &mut Dataset<R::Inputs, R::Targets>

returns a mutable reference to the training session’s dataset

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pub fn begin(&self) -> &Self

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impl<'a, M, T, R> Deref for Trainer<'a, M, T, R>
where M: Model<T>, R: Records,

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type Target = M

The resulting type after dereferencing.
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fn deref(&self) -> &Self::Target

Dereferences the value.
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impl<'a, M, T, R> DerefMut for Trainer<'a, M, T, R>
where M: Model<T>, R: Records,

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fn deref_mut(&mut self) -> &mut Self::Target

Mutably dereferences the value.

Auto Trait Implementations§

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impl<'a, M, T, R> Freeze for Trainer<'a, M, T, R>
where T: Freeze, <R as Records>::Inputs: Freeze, <R as Records>::Targets: Freeze,

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impl<'a, M, T, R> RefUnwindSafe for Trainer<'a, M, T, R>
where T: RefUnwindSafe, <R as Records>::Inputs: RefUnwindSafe, <R as Records>::Targets: RefUnwindSafe, M: RefUnwindSafe,

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impl<'a, M, T, R> Send for Trainer<'a, M, T, R>
where T: Send, <R as Records>::Inputs: Send, <R as Records>::Targets: Send, M: Send,

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impl<'a, M, T, R> Sync for Trainer<'a, M, T, R>
where T: Sync, <R as Records>::Inputs: Sync, <R as Records>::Targets: Sync, M: Sync,

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impl<'a, M, T, R> Unpin for Trainer<'a, M, T, R>
where T: Unpin, <R as Records>::Inputs: Unpin, <R as Records>::Targets: Unpin,

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impl<'a, M, T, R> !UnwindSafe for Trainer<'a, M, T, R>

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> 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<P, T> Receiver for P
where P: Deref<Target = T> + ?Sized, T: ?Sized,

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type Target = T

🔬This is a nightly-only experimental API. (arbitrary_self_types)
The target type on which the method may be called.
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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.