pub struct RandomNAS {
pub n_trials: usize,
}Expand description
Random Neural Architecture Search.
Samples n_trials architectures uniformly at random from the search
space and returns the one with the highest fitness score.
Fields§
§n_trials: usizeNumber of random architectures to evaluate
Implementations§
Source§impl RandomNAS
impl RandomNAS
Sourcepub fn search<F: ArchFitness>(
&self,
space: &SearchSpace,
fitness: &F,
seed: u64,
) -> Result<NASResult, OptimizeError>
pub fn search<F: ArchFitness>( &self, space: &SearchSpace, fitness: &F, seed: u64, ) -> Result<NASResult, OptimizeError>
Run random search over the given space using fitness.
§Arguments
space: The architecture search space to sample from.fitness: Fitness evaluator (higher = better).seed: Random seed for reproducibility.
Auto Trait Implementations§
impl Freeze for RandomNAS
impl RefUnwindSafe for RandomNAS
impl Send for RandomNAS
impl Sync for RandomNAS
impl Unpin for RandomNAS
impl UnsafeUnpin for RandomNAS
impl UnwindSafe for RandomNAS
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.