Enum ScheduleType

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pub enum ScheduleType {
    Constant,
    Linear {
        final_lr: f64,
    },
    Exponential {
        decay_rate: f64,
    },
    StepLR {
        step_size: usize,
        gamma: f64,
    },
    CosineAnnealing {
        t_max: usize,
    },
    ReduceOnPlateau {
        factor: f64,
        patience: usize,
    },
    Polynomial {
        power: f64,
        final_lr: f64,
    },
    Custom {
        name: String,
    },
}

Expand description

Learning rate schedule types

Variants§

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Constant

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Linear

Fields

§final_lr: f64

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Exponential

Fields

§decay_rate: f64

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StepLR

Fields

§step_size: usize

§gamma: f64

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CosineAnnealing

Fields

§t_max: usize

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ReduceOnPlateau

Fields

§factor: f64

§patience: usize

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Polynomial

Fields

§power: f64

§final_lr: f64

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Custom

Fields

§name: String

Trait Implementations§

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impl Clone for ScheduleType

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fn clone(&self) -> ScheduleType

Returns a duplicate 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 ScheduleType

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for ScheduleType

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, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. 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 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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