ADAM

neural_network_rs::neural_network::optimizer::adam_optimizer

Struct ADAM 

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pub struct ADAM { /* private fields */ }

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impl ADAM

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pub fn new( learning_rate: f64, decay: f64, epsilon: f64, beta_1: f64, beta_2: f64, ) -> ADAM

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pub fn default() -> ADAM

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impl Optimizer for ADAM

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fn update_params( &mut self, layers: &mut Vec<Layer<'_>>, nabla_bs: &Vec<Array2<f64>>, nabla_ws: &Vec<Array2<f64>>, )

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fn initialize(&mut self, layers: &Vec<Layer<'_>>)

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fn pre_update(&mut self)

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fn post_update(&mut self)

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impl Summary for ADAM

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fn summerize(&self) -> String

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impl Freeze for ADAM

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impl RefUnwindSafe for ADAM

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impl Send for ADAM

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impl Sync for ADAM

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impl Unpin for ADAM

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impl UnwindSafe for ADAM

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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> 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, 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