Enum TransformSchedule

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pub enum TransformSchedule {
    Constant(f32),
    LinearWarmup {
        max_p: f32,
        warmup_epochs: usize,
    },
    LinearCooldown {
        max_p: f32,
        cooldown_epochs: usize,
    },
    CosineAnnealing {
        min_p: f32,
        max_p: f32,
    },
    Step {
        schedule: Vec<(usize, f32)>,
    },
    DelayedStart {
        p: f32,
        start_epoch: usize,
    },
}

Expand description

Transform schedule type for controlling when augmentations are applied.

Variants§

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Constant(f32)

Fixed probability throughout training.

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LinearWarmup

Linear warmup from 0 to max probability over n epochs.

Fields

§max_p: f32

Max probability to reach.

§warmup_epochs: usize

Number of warmup epochs.

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LinearCooldown

Linear cooldown from max to 0 over last n epochs.

Fields

§max_p: f32

Starting probability.

§cooldown_epochs: usize

Number of cooldown epochs.

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CosineAnnealing

Cosine annealing between min and max probability.

Fields

§min_p: f32

Minimum probability.

§max_p: f32

Maximum probability.

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Step

Step-wise schedule: probability changes at specific epochs.

Fields

§schedule: Vec<(usize, f32)>

List of (epoch, probability) pairs.

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DelayedStart

Start augmentation only after a certain epoch.

Fields

§p: f32

Probability after start.

§start_epoch: usize

Epoch to start at.

Trait Implementations§

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impl Clone for TransformSchedule

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fn clone(&self) -> TransformSchedule

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 TransformSchedule

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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 TransformSchedule

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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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> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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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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