pub struct SvrgOptions {
pub n_epochs: usize,
pub inner_steps: usize,
pub step_size: f64,
pub tol: f64,
pub fd_step: f64,
}Expand description
Options for the SVRG optimizer.
Fields§
§n_epochs: usizeNumber of outer iterations (snapshot updates).
inner_steps: usizeNumber of inner SGD steps per epoch.
step_size: f64Step size η.
tol: f64Convergence tolerance (gradient norm of snapshot).
fd_step: f64Finite-difference step for gradient approximation.
Trait Implementations§
Source§impl Clone for SvrgOptions
impl Clone for SvrgOptions
Source§fn clone(&self) -> SvrgOptions
fn clone(&self) -> SvrgOptions
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 SvrgOptions
impl Debug for SvrgOptions
Auto Trait Implementations§
impl Freeze for SvrgOptions
impl RefUnwindSafe for SvrgOptions
impl Send for SvrgOptions
impl Sync for SvrgOptions
impl Unpin for SvrgOptions
impl UnsafeUnpin for SvrgOptions
impl UnwindSafe for SvrgOptions
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
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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
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>
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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
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
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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.