SearchStrategy

quantrs2_ml::quantum_nas

Enum SearchStrategy 

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pub enum SearchStrategy {
    Evolutionary {
        population_size: usize,
        mutation_rate: f64,
        crossover_rate: f64,
        elitism_ratio: f64,
    },
    ReinforcementLearning {
        agent_type: RLAgentType,
        exploration_rate: f64,
        learning_rate: f64,
    },
    Random {
        num_samples: usize,
    },
    BayesianOptimization {
        acquisition_function: AcquisitionFunction,
        num_initial_points: usize,
    },
    DARTS {
        learning_rate: f64,
        weight_decay: f64,
    },
}
Expand description

Search strategy for quantum architecture search

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Evolutionary

Evolutionary algorithm search

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§population_size: usize
§mutation_rate: f64
§crossover_rate: f64
§elitism_ratio: f64
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ReinforcementLearning

Reinforcement learning-based search

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§agent_type: RLAgentType
§exploration_rate: f64
§learning_rate: f64
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Random

Random search baseline

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§num_samples: usize
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BayesianOptimization

Bayesian optimization

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§acquisition_function: AcquisitionFunction
§num_initial_points: usize
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DARTS

Differentiable architecture search

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§learning_rate: f64
§weight_decay: f64

Trait Implementations§

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impl Clone for SearchStrategy

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fn clone(&self) -> SearchStrategy

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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impl Debug for SearchStrategy

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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 Copy for SearchStrategy

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impl<T> Any for T
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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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fn __clone_box(&self, _: Private) -> *mut ()

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Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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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,

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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Dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

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type Output = T

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impl<SS, SP> SupersetOf<SS> for SP
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fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
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fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
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fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

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fn clone_into(&self, target: &mut T)

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type Error = Infallible

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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

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fn vzip(self) -> V