Struct LRSchedulerConfig

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pub struct LRSchedulerConfig {
    pub schedule_type: ScheduleType,
    pub initial_lr: f64,
    pub min_lr: f64,
    pub gamma: f64,
    pub step_size: usize,
    pub total_steps: usize,
    pub warmup_steps: usize,
    pub max_lr: f64,
}

Expand description

Configuration for a learning rate scheduler.

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§schedule_type: ScheduleType

Which schedule to use.

§initial_lr: f64

Starting learning rate (default 0.01).

§min_lr: f64

Floor learning rate for cosine / OneCycle (default 1e-6).

§gamma: f64

Decay factor for Step/Exponential schedules (default 0.1).

§step_size: usize

Epoch count between decays for StepDecay (default 30).

§total_steps: usize

Total training steps for Cosine / OneCycle (default 1000).

§warmup_steps: usize

Number of warmup steps for Warmup / OneCycle (default 100).

§max_lr: f64

Peak learning rate for OneCycle (default 0.1).

Trait Implementations§

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impl Clone for LRSchedulerConfig

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fn clone(&self) -> LRSchedulerConfig

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for LRSchedulerConfig

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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 Default for LRSchedulerConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for LRSchedulerConfig

Blanket Implementations§

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impl<T> Allocation for T
where T: RefUnwindSafe + Send + Sync,

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impl<T> Any for T
where T: 'static + ?Sized,

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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

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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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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

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Calls U::from(self).

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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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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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