Struct GradientProcessor

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pub struct GradientProcessor { /* private fields */ }

Expand description

Gradient processor that applies various enhancement techniques.

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impl GradientProcessor

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pub fn new(config: GradientProcessingConfig) -> Self

Create a new gradient processor with the given configuration.

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pub fn with_defaults() -> Self

Create a gradient processor with default configuration.

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pub fn process_gradients(&mut self, gradients: &mut [Tensor]) -> Result<()>

Process gradients with enabled techniques.

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pub fn get_current_clip_norm(&self) -> f32

Get current adaptive clipping threshold.

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pub fn get_current_noise_scale(&self) -> f32

Get current noise scale.

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pub fn get_gradient_norm_stats(&self) -> Option<(f32, f32, f32)>

Get gradient norm statistics.

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pub fn reset(&mut self)

Reset internal state.

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pub fn set_config(&mut self, config: GradientProcessingConfig)

Update configuration.

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pub fn get_config(&self) -> &GradientProcessingConfig

Get current configuration.

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impl Debug for GradientProcessor

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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 GradientProcessor

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

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

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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>

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impl<T, U> Into for T
where U: From<T>,

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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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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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