rlevo_evolution::algorithms::neuroevolution::arch_nas

Struct NasBuilderConfig

pub struct NasBuilderConfig {
    pub pop_size: usize,
    pub arch_mutation_rate: f32,
    pub weight_mutation_std: f32,
    pub weight_init_std: f32,
    pub tournament_size: usize,
    pub elite_count: usize,
}

Expand description

Knobs ArchNasBuilder::build cannot derive from the registered variants.

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§pop_size: usize

Number of individuals per generation.

§arch_mutation_rate: f32

Per-individual architecture-mutation probability.

§weight_mutation_std: f32

Gaussian weight-perturbation standard deviation.

§weight_init_std: f32

Gaussian weight-initialization standard deviation.

§tournament_size: usize

Tournament size for parent selection.

§elite_count: usize

Number of elites preserved unmutated each generation.

Trait Implementations§

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impl Clone for NasBuilderConfig

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fn clone(&self) -> NasBuilderConfig

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Copy for NasBuilderConfig

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impl Debug for NasBuilderConfig

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl Validate for NasBuilderConfig

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fn validate(&self) -> Result<(), ConfigError>

Returns Ok(()) when every invariant holds, or the first ConfigError otherwise. Read more

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fn validate_all(&self) -> Result<(), Vec<ConfigError>>

Returns every violated invariant rather than just the first. Read more

Auto Trait Implementations§

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impl UnwindSafe for NasBuilderConfig

Blanket Implementations§

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impl<T> Adaptor<()> for T

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fn adapt(&self)

Adapt the type to be passed to a metric.

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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

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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impl<C> CloneExpand for C
where C: Clone,

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fn __expand_clone_method(&self, _scope: &mut Scope) -> C

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

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

Performs copy-assignment from self to dest. Read more

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impl<T> Downcast<T> for T

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fn downcast(&self) -> &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>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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

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fn into(self) -> U

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> IntoComptime for T

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fn comptime(self) -> Self

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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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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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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