Adam

zenu_optimizer::adam

Struct Adam 

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pub struct Adam<T: Num, D: Device> {
    pub m: HashMap<String, Variable<T, D>>,
    pub v: HashMap<String, Variable<T, D>>,
    /* private fields */
}

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§m: HashMap<String, Variable<T, D>>§v: HashMap<String, Variable<T, D>>

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impl<T: Num, D: Device> Adam<T, D>

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pub fn new( learning_rate: T, beta1: T, beta2: T, epsilon: T, model: &impl Parameters<T, D>, ) -> Self

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impl<T: Num, D: Device, P: Parameters<T, D>> Optimizer<T, D, P> for Adam<T, D>

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fn update(&self, parameters: &P)

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impl<T, D> Freeze for Adam<T, D>
where T: Freeze,

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impl<T, D> !RefUnwindSafe for Adam<T, D>

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impl<T, D> !Send for Adam<T, D>

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impl<T, D> !Sync for Adam<T, D>

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impl<T, D> Unpin for Adam<T, D>
where T: Unpin,

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impl<T, D> !UnwindSafe for Adam<T, D>

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

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fn vzip(self) -> V