pub struct ReparamGradConfig {
pub n_samples: usize,
pub rao_blackwell: bool,
pub control_variates: bool,
pub baseline_decay: f64,
}Expand description
Configuration for the reparameterization gradient estimator
Fields§
§n_samples: usizeNumber of Monte Carlo samples per gradient step
rao_blackwell: boolWhether to use Rao-Blackwellization (reduce variance by analytically integrating out parts of the expectation when possible)
control_variates: boolWhether to use control variates for variance reduction
baseline_decay: f64Moving average decay for control variate baseline estimation
Trait Implementations§
Source§impl Clone for ReparamGradConfig
impl Clone for ReparamGradConfig
Source§fn clone(&self) -> ReparamGradConfig
fn clone(&self) -> ReparamGradConfig
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 ReparamGradConfig
impl Debug for ReparamGradConfig
Auto Trait Implementations§
impl Freeze for ReparamGradConfig
impl RefUnwindSafe for ReparamGradConfig
impl Send for ReparamGradConfig
impl Sync for ReparamGradConfig
impl Unpin for ReparamGradConfig
impl UnsafeUnpin for ReparamGradConfig
impl UnwindSafe for ReparamGradConfig
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
impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
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T: Clone,
impl<T> CloneToUninit for Twhere
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fn instrument(self, span: Span) -> 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>
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>
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impl<T> Pointable for T
impl<T> Read<Exclusive, BecauseExclusive> for Twhere
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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
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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.