pub struct HyperparameterOptimizer { /* private fields */ }Expand description
Hyperparameter optimization for variational circuits
Implementations§
Source§impl HyperparameterOptimizer
impl HyperparameterOptimizer
Sourcepub fn add_hyperparameter(
&mut self,
name: String,
min_value: f64,
max_value: f64,
)
pub fn add_hyperparameter( &mut self, name: String, min_value: f64, max_value: f64, )
Add a hyperparameter to search
Sourcepub 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>
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
Auto Trait Implementations§
impl Freeze for HyperparameterOptimizer
impl RefUnwindSafe for HyperparameterOptimizer
impl Send for HyperparameterOptimizer
impl Sync for HyperparameterOptimizer
impl Unpin for HyperparameterOptimizer
impl UnwindSafe for HyperparameterOptimizer
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.