Struct HyperparameterOptimizer

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pub struct HyperparameterOptimizer { /* private fields */ }

Expand description

Hyperparameter optimization for variational circuits

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impl HyperparameterOptimizer

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pub fn new(n_trials: usize) -> Self

Create a new hyperparameter optimizer

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pub fn add_hyperparameter( &mut self, name: String, min_value: f64, max_value: f64, )

Add a hyperparameter to search

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pub fn optimize( &self, circuit_builder: impl Fn(&FxHashMap<String, f64>) -> VariationalCircuit + Send + Sync, cost_fn: impl Fn(&VariationalCircuit) -> QuantRS2Result<f64> + Send + Sync + Clone + 'static, ) -> QuantRS2Result<HyperparameterResult>

Optimize hyperparameters

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impl UnwindSafe for HyperparameterOptimizer

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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<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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