pub struct OptimizerState {
pub m: Vec<f64>,
pub v: Vec<f64>,
pub step: u64,
}Expand description
Per-parameter-group optimizer state (first moment, second moment, step counter).
This is the internal accumulator state maintained by AdaptiveOptimizer.
It corresponds to the PyTorch state_dict entries for a parameter group.
Fields§
§m: Vec<f64>First-moment (mean) vector; length equals the number of parameters.
v: Vec<f64>Second-moment (uncentered variance) vector; same length as m.
step: u64Number of optimizer steps taken for this group (1-indexed when used).
Implementations§
Trait Implementations§
Source§impl Clone for OptimizerState
impl Clone for OptimizerState
Source§fn clone(&self) -> OptimizerState
fn clone(&self) -> OptimizerState
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 moreAuto Trait Implementations§
impl Freeze for OptimizerState
impl RefUnwindSafe for OptimizerState
impl Send for OptimizerState
impl Sync for OptimizerState
impl Unpin for OptimizerState
impl UnsafeUnpin for OptimizerState
impl UnwindSafe for OptimizerState
Blanket Implementations§
impl<T> Allocation for T
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
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
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 more