pub struct QMLTrainingStats {
pub total_training_time_ms: f64,
pub parameter_updates: usize,
pub gradient_computations: usize,
pub avg_gradient_time_ms: f64,
pub circuit_evaluations: usize,
pub avg_circuit_time_ms: f64,
pub loss_history: Vec<f64>,
pub validation_loss_history: Vec<f64>,
pub parameter_norm_history: Vec<f64>,
pub gradient_norm_history: Vec<f64>,
}Expand description
QML training statistics
Fields§
§total_training_time_ms: f64Total training time
parameter_updates: usizeNumber of parameter updates
gradient_computations: usizeNumber of gradient computations
avg_gradient_time_ms: f64Average gradient computation time
circuit_evaluations: usizeNumber of circuit evaluations
avg_circuit_time_ms: f64Average circuit evaluation time
loss_history: Vec<f64>Training loss history
validation_loss_history: Vec<f64>Validation loss history
parameter_norm_history: Vec<f64>Parameter norm history
gradient_norm_history: Vec<f64>Gradient norm history
Trait Implementations§
Source§impl Clone for QMLTrainingStats
impl Clone for QMLTrainingStats
Source§fn clone(&self) -> QMLTrainingStats
fn clone(&self) -> QMLTrainingStats
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for QMLTrainingStats
impl Debug for QMLTrainingStats
Source§impl Default for QMLTrainingStats
impl Default for QMLTrainingStats
Source§fn default() -> QMLTrainingStats
fn default() -> QMLTrainingStats
Returns the “default value” for a type. Read more
Source§impl<'de> Deserialize<'de> for QMLTrainingStats
impl<'de> Deserialize<'de> for QMLTrainingStats
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 QMLTrainingStats
impl RefUnwindSafe for QMLTrainingStats
impl Send for QMLTrainingStats
impl Sync for QMLTrainingStats
impl Unpin for QMLTrainingStats
impl UnwindSafe for QMLTrainingStats
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
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.