pub struct SnasConfig {
pub n_cells: usize,
pub n_operations: usize,
pub channels: usize,
pub n_nodes: usize,
pub arch_lr: f64,
pub weight_lr: f64,
pub temperature_schedule: TemperatureSchedule,
pub resource_weight: f64,
pub seed: u64,
}Expand description
Configuration for a SNAS architecture search experiment.
Fields§
§n_cells: usizeNumber of cells stacked in the super-network.
n_operations: usizeNumber of candidate operations per edge.
channels: usizeNumber of feature channels (used for FLOP cost estimation).
n_nodes: usizeNumber of intermediate nodes per cell.
arch_lr: f64Learning rate for architecture parameter updates.
weight_lr: f64Learning rate for network weight updates.
temperature_schedule: TemperatureScheduleTemperature schedule for the concrete distribution.
resource_weight: f64Resource penalty weight λ (multiplies expected FLOP cost in the loss).
seed: u64Random seed for the internal LCG.
Trait Implementations§
Source§impl Clone for SnasConfig
impl Clone for SnasConfig
Source§fn clone(&self) -> SnasConfig
fn clone(&self) -> SnasConfig
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 SnasConfig
impl Debug for SnasConfig
Auto Trait Implementations§
impl Freeze for SnasConfig
impl RefUnwindSafe for SnasConfig
impl Send for SnasConfig
impl Sync for SnasConfig
impl Unpin for SnasConfig
impl UnsafeUnpin for SnasConfig
impl UnwindSafe for SnasConfig
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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
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impl<T> CloneToUninit for Twhere
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impl<T> Instrument for T
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fn instrument(self, span: Span) -> Instrumented<Self>
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Converts
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if into_left is true.
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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>
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impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
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impl<SS, SP> SupersetOf<SS> for SPwhere
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fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
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Checks if
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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.