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RmsPropState

burn_optim

Struct RmsPropState 

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pub struct RmsPropState<const D: usize> {
    pub square_avg: SquareAvgState<D>,
    pub centered: CenteredState<D>,
    pub momentum: Option<RmsPropMomentumState<D>>,
}
Expand description

State of RmsProp

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§square_avg: SquareAvgState<D>

Current squared average state.

§centered: CenteredState<D>

Current centered state

§momentum: Option<RmsPropMomentumState<D>>

Current gradient momentum, if any.

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impl<const D: usize> RmsPropState<D>

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pub fn new( square_avg: SquareAvgState<D>, centered: CenteredState<D>, momentum: Option<RmsPropMomentumState<D>>, ) -> Self

Constructs a new RmsPropState.

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impl<const D: usize> Clone for RmsPropState<D>

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fn clone(&self) -> RmsPropState<D>

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<const D: usize> RecordState for RmsPropState<D>

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fn state_flatten(&self, prefix: &str, out: &mut StateSink)

Flatten self into out, naming every leaf under prefix.
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fn state_unflatten( prefix: &str, src: &mut StateSource, device: &Device, ) -> Option<Self>

Rebuild a value from src, reading leaves named under prefix. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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