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MixtureSpec

infotheory

Struct MixtureSpec 

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pub struct MixtureSpec {
    pub kind: MixtureKind,
    pub schedule: MixtureScheduleMode,
    pub alpha: f64,
    pub decay: Option<f64>,
    pub experts: Vec<MixtureExpertSpec>,
}
Expand description

Mixture specification for rate-backend mixtures.

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§kind: MixtureKind

Mixture policy.

§schedule: MixtureScheduleMode

Adaptive schedule family for supported mixture kinds.

§alpha: f64

Shared scalar parameter: switch rate for Switching, step-size scale for Convex, learning rate for Neural, and generic alpha for the remaining families.

In theorem mode for Switching and Convex, this field is retained for API compatibility but is not used by the update schedule.

§decay: Option<f64>

Decay factor for fading Bayes mixtures.

§experts: Vec<MixtureExpertSpec>

Expert list.

Implementations§

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impl MixtureSpec

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pub fn new(kind: MixtureKind, experts: Vec<MixtureExpertSpec>) -> Self

Build a mixture specification from kind and expert list.

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pub fn with_schedule(self, schedule: MixtureScheduleMode) -> Self

Set the schedule family.

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pub fn with_alpha(self, alpha: f64) -> Self

Set the family-specific alpha parameter.

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pub fn with_decay(self, decay: f64) -> Self

Set fading decay factor.

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pub fn validate(&self) -> Result<(), String>

Validate the mixture configuration before building runtime state.

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pub fn build_experts(&self) -> Vec<ExpertConfig>

Convert to executable expert configs for runtime mixture evaluation.

Trait Implementations§

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impl Clone for MixtureSpec

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fn clone(&self) -> MixtureSpec

Returns a duplicate 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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