pub struct PrimitiveHyperparams<T: Float + Debug + Send + Sync + 'static> {
pub momentum_beta: T,
pub adam_beta1: T,
pub adam_beta2: T,
pub rms_decay: T,
pub epsilon: T,
pub weight_decay_strength: T,
}Expand description
Hyper-parameters shared by the primitive operations, converted once to the target float type.
Fields§
§momentum_beta: TMomentum EMA coefficient β for UpdatePrimitive::Momentum.
adam_beta1: TFirst-moment coefficient β₁ for UpdatePrimitive::AdamLike.
adam_beta2: TSecond-moment coefficient β₂ for UpdatePrimitive::AdamLike.
rms_decay: TSquared-gradient EMA coefficient γ for UpdatePrimitive::RmsProp.
epsilon: TNumerical stabilizer added before division.
weight_decay_strength: TDecoupled weight-decay strength λ for UpdatePrimitive::WeightDecay.
Trait Implementations§
Auto Trait Implementations§
impl<T> Freeze for PrimitiveHyperparams<T>where
T: Freeze,
impl<T> RefUnwindSafe for PrimitiveHyperparams<T>where
T: RefUnwindSafe,
impl<T> Send for PrimitiveHyperparams<T>
impl<T> Sync for PrimitiveHyperparams<T>
impl<T> Unpin for PrimitiveHyperparams<T>where
T: Unpin,
impl<T> UnsafeUnpin for PrimitiveHyperparams<T>where
T: UnsafeUnpin,
impl<T> UnwindSafe for PrimitiveHyperparams<T>where
T: UnwindSafe,
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impl<T> BorrowMut<T> for Twhere
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