pub struct AutoTuner { /* private fields */ }Expand description
Auto-tuning system for optimization configurations
Implementations§
Source§impl AutoTuner
impl AutoTuner
Sourcepub fn optimize_for_transformation(
&self,
transformation: &str,
datachars: &DataCharacteristics,
params: &HashMap<String, f64>,
) -> Result<OptimizationConfig>
pub fn optimize_for_transformation( &self, transformation: &str, datachars: &DataCharacteristics, params: &HashMap<String, f64>, ) -> Result<OptimizationConfig>
Get optimal configuration for a specific transformation
Sourcepub fn record_performance(
&mut self,
transformation: &str,
config: &OptimizationConfig,
execution_time: Duration,
memory_used_mb: f64,
success: bool,
datachars: DataCharacteristics,
)
pub fn record_performance( &mut self, transformation: &str, config: &OptimizationConfig, execution_time: Duration, memory_used_mb: f64, success: bool, datachars: DataCharacteristics, )
Record performance for learning
Sourcepub fn system_resources(&self) -> &SystemResources
pub fn system_resources(&self) -> &SystemResources
Get system resources
Sourcepub fn generate_report(
&self,
datachars: &DataCharacteristics,
) -> OptimizationReport
pub fn generate_report( &self, datachars: &DataCharacteristics, ) -> OptimizationReport
Generate optimization report
Trait Implementations§
Auto Trait Implementations§
impl Freeze for AutoTuner
impl RefUnwindSafe for AutoTuner
impl Send for AutoTuner
impl Sync for AutoTuner
impl Unpin for AutoTuner
impl UnwindSafe for AutoTuner
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.