nncombinator::layer::bias

Struct BiasLayerBuilder

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pub struct BiasLayerBuilder<const N: usize> {}
Expand description

Trait for BiasLayer instance creation

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impl<const N: usize> BiasLayerBuilder<N>

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pub fn new() -> BiasLayerBuilder<N>

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pub fn build<U, C, P, D, I, PI, UI, OP, B>( &self, parent: P, device: &D, ui: UI, b: &B, ) -> Result<BiasLayer<U, C, P, OP, D, I, PI, N>, LayerInstantiationError>
where P: ForwardAll<Input = I, Output = PI> + BackwardAll<U, LossInput = PI> + PreTrain<U> + Loss<U>, U: Default + Clone + Copy + Send + UnitValue<U>, D: Device<U>, I: Debug + Send + Sync + BatchDataType, PI: Debug + BatchDataType, <I as BatchDataType>::Type: Debug + Send + Sync + 'static, OP: Optimizer<U, D>, B: OptimizerBuilder<U, D, Output = OP>, UI: FnMut() -> U, BiasLayer<U, C, P, OP, D, I, PI, N>: BiasLayerInstantiation<U, C, P, OP, D, I, PI, N>,

Create an instance of BiasLayers

§Arguments
  • parent - upper layer
  • device - Device object used for neural network computation
  • ui - Callback to generate weight of unit
  • b - optimizer builder
§Errors

This function may return the following errors

Auto Trait Implementations§

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impl<const N: usize> Freeze for BiasLayerBuilder<N>

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impl<const N: usize> RefUnwindSafe for BiasLayerBuilder<N>

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impl<const N: usize> Send for BiasLayerBuilder<N>

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impl<const N: usize> Sync for BiasLayerBuilder<N>

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impl<const N: usize> Unpin for BiasLayerBuilder<N>

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impl<const N: usize> UnwindSafe for BiasLayerBuilder<N>

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