mabor::optim::decay

Struct WeightDecay

pub struct WeightDecay { /* private fields */ }
Expand description

Weight decay implementation that transforms gradients.

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impl WeightDecay

pub fn new(config: &WeightDecayConfig) -> WeightDecay

Creates a new weight decay from a config.

pub fn transform<B, const D: usize>( &self, grad: Tensor<B, D>, tensor: Tensor<B, D>, ) -> Tensor<B, D>
where B: Backend,

Transforms a gradient.

§Arguments
  • grad - Gradient to transform.
  • tensor - Tensor param of the last iteration.
§Returns
  • grad - Transformed gradient.

Trait Implementations§

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impl Clone for WeightDecay
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fn clone(&self) -> WeightDecay
Returns a copy of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)
Performs copy-assignment from source. Read more

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