pub struct QMLConfig {Show 14 fields
pub hardware_architecture: HardwareArchitecture,
pub algorithm_type: QMLAlgorithmType,
pub num_qubits: usize,
pub circuit_depth: usize,
pub num_parameters: usize,
pub gradient_method: GradientMethod,
pub optimizer_type: OptimizerType,
pub learning_rate: f64,
pub batch_size: usize,
pub max_epochs: usize,
pub convergence_tolerance: f64,
pub hardware_aware_optimization: bool,
pub noise_adaptive_training: bool,
pub shot_budget: usize,
}
Expand description
QML configuration
Fields§
§hardware_architecture: HardwareArchitecture
Target hardware architecture
algorithm_type: QMLAlgorithmType
Algorithm type
num_qubits: usize
Number of qubits
circuit_depth: usize
Circuit depth
num_parameters: usize
Number of parameters
gradient_method: GradientMethod
Gradient estimation method
optimizer_type: OptimizerType
Optimizer type
learning_rate: f64
Learning rate
batch_size: usize
Batch size
max_epochs: usize
Maximum epochs
convergence_tolerance: f64
Convergence tolerance
hardware_aware_optimization: bool
Enable hardware-aware optimization
noise_adaptive_training: bool
Enable noise adaptation
shot_budget: usize
Shot budget for expectation value estimation
Implementations§
Source§impl QMLConfig
impl QMLConfig
Sourcepub fn for_algorithm(algorithm_type: QMLAlgorithmType) -> Self
pub fn for_algorithm(algorithm_type: QMLAlgorithmType) -> Self
Create a new QML configuration for a specific algorithm type
Sourcepub fn for_hardware(hardware: HardwareArchitecture) -> Self
pub fn for_hardware(hardware: HardwareArchitecture) -> Self
Create a configuration optimized for a specific hardware architecture
Trait Implementations§
Source§impl<'de> Deserialize<'de> for QMLConfig
impl<'de> Deserialize<'de> for QMLConfig
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Auto Trait Implementations§
impl Freeze for QMLConfig
impl RefUnwindSafe for QMLConfig
impl Send for QMLConfig
impl Sync for QMLConfig
impl Unpin for QMLConfig
impl UnwindSafe for QMLConfig
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> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
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
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from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self
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(and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
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Use with care! Same as
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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.