pub struct PredictorNasConfig {
pub n_cells: usize,
pub n_operations: usize,
pub channels: usize,
pub n_nodes: usize,
pub n_initial_samples: usize,
pub n_iterations: usize,
pub n_candidates_per_iter: usize,
pub n_top_to_evaluate: usize,
pub ucb_kappa: f64,
pub seed: u64,
}Expand description
Configuration for the predictor-based NAS searcher.
Fields§
§n_cells: usizeNumber of cells per architecture.
n_operations: usizeNumber of candidate operations per edge.
channels: usizeNumber of feature channels (informational; used for index bounds).
n_nodes: usizeNumber of intermediate nodes per cell.
n_initial_samples: usizeNumber of random architectures evaluated in Phase 1 (warm-up).
n_iterations: usizeNumber of active-learning iterations in Phase 2.
n_candidates_per_iter: usizeNumber of candidate architectures proposed per iteration.
n_top_to_evaluate: usizeNumber of top candidates actually evaluated per iteration.
ucb_kappa: f64Exploration-exploitation trade-off for UCB: μ + κ·σ.
seed: u64Random seed for the internal LCG.
Trait Implementations§
Source§impl Clone for PredictorNasConfig
impl Clone for PredictorNasConfig
Source§fn clone(&self) -> PredictorNasConfig
fn clone(&self) -> PredictorNasConfig
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · 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 PredictorNasConfig
impl Debug for PredictorNasConfig
Auto Trait Implementations§
impl Freeze for PredictorNasConfig
impl RefUnwindSafe for PredictorNasConfig
impl Send for PredictorNasConfig
impl Sync for PredictorNasConfig
impl Unpin for PredictorNasConfig
impl UnsafeUnpin for PredictorNasConfig
impl UnwindSafe for PredictorNasConfig
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,
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impl<T> Instrument for T
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fn instrument(self, span: Span) -> Instrumented<Self>
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fn in_current_span(self) -> Instrumented<Self>
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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>
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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
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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
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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.