Struct PredictionFeatures

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pub struct PredictionFeatures {Show 16 fields
    pub complexity: f64,
    pub difficulty: f64,
    pub landscape_confidence: f64,
    pub expected_improvement: f64,
    pub adaptation_confidence: f64,
    pub change_count: f64,
    pub layer_count: f64,
    pub hidden_size: f64,
    pub head_count: f64,
    pub dropout: f64,
    pub interaction: f64,
    pub complexity_sq: f64,
    pub difficulty_sq: f64,
    pub strategy_conservative: f64,
    pub strategy_aggressive: f64,
    pub strategy_exploratory: f64,
}

Expand description

Feature vector handed to PredictorNetwork.

Field order is the vector order; see Self::to_vec.

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§complexity: f64

Landscape complexity in [0, 1].

§difficulty: f64

Landscape difficulty in [0, 1].

§landscape_confidence: f64

Confidence attached to the landscape analysis, [0, 1].

§expected_improvement: f64

Improvement the architecture adapter expects.

§adaptation_confidence: f64

Confidence the architecture adapter reports.

§change_count: f64

Number of architecture changes, normalized by a soft cap of 8.

§layer_count: f64

Proposed layer count, normalized by a soft cap of 24.

§hidden_size: f64

Proposed hidden width, normalized by a soft cap of 2048.

§head_count: f64

Proposed attention-head count, normalized by a soft cap of 32.

§dropout: f64

Proposed dropout rate.

§interaction: f64

complexity · difficulty interaction.

§complexity_sq: f64

complexity².

§difficulty_sq: f64

difficulty².

§strategy_conservative: f64

One-hot-ish encoding of the recommended strategy family (3 slots): conservative, aggressive, exploratory.

§strategy_aggressive: f64

See Self::strategy_conservative.

§strategy_exploratory: f64

See Self::strategy_conservative.

Implementations§

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impl PredictionFeatures

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pub fn to_vec<T>(&self) -> Array1<T>
where T: Float + Debug + ScalarOperand + Send + Sync + 'static,

Flatten into the fixed-length vector the network expects.

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pub fn cache_key(&self) -> String

Stable cache key. Quantized to 4 decimals so numerically identical requests hit the cache while genuinely different ones do not collide.

Trait Implementations§

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impl Clone for PredictionFeatures

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fn clone(&self) -> Self

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

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impl Debug for PredictionFeatures

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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 PartialEq for PredictionFeatures

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fn eq(&self, other: &Self) -> bool

Equality operator ==. Read more

1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=. Read more

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impl StructuralPartialEq for PredictionFeatures

Auto Trait Implementations§

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impl UnwindSafe for PredictionFeatures

Blanket Implementations§

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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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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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> 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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