burn_core::optim

Struct RmsPropState

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

State of RmsProp

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§square_avg: SquareAvgState<B, D>

Current squared average state.

§centered: CenteredState<B, D>

Current centered state

§momentum: Option<RmsPropMomentumState<B, D>>

Current gradient momentum, if any.

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impl<B: Backend, const D: usize> RmsPropState<B, D>

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

Constructs a new RmsPropState.

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impl<B: Clone + Backend, const D: usize> Clone for RmsPropState<B, D>

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

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<B: Backend, const D: usize> Record<B> for RmsPropState<B, D>

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type Item<S: PrecisionSettings> = RmsPropStateItem<B, D, S>

Type of the item that can be serialized and deserialized.
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fn into_item<S: PrecisionSettings>(self) -> Self::Item<S>

Convert the current record into the corresponding item that follows the given settings.
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fn from_item<S: PrecisionSettings>( item: Self::Item<S>, device: &B::Device, ) -> Self

Convert the given item into a record.

Auto Trait Implementations§

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impl<B, const D: usize> Freeze for RmsPropState<B, D>
where <B as Backend>::FloatTensorPrimitive: Freeze, <B as Backend>::QuantizedTensorPrimitive: Freeze,

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impl<B, const D: usize> RefUnwindSafe for RmsPropState<B, D>
where <B as Backend>::FloatTensorPrimitive: RefUnwindSafe, <B as Backend>::QuantizedTensorPrimitive: RefUnwindSafe,

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impl<B, const D: usize> Send for RmsPropState<B, D>

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impl<B, const D: usize> Sync for RmsPropState<B, D>

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impl<B, const D: usize> Unpin for RmsPropState<B, D>
where <B as Backend>::FloatTensorPrimitive: Unpin, <B as Backend>::QuantizedTensorPrimitive: Unpin,

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impl<B, const D: usize> UnwindSafe for RmsPropState<B, D>
where <B as Backend>::FloatTensorPrimitive: UnwindSafe, <B as Backend>::QuantizedTensorPrimitive: UnwindSafe,

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impl<T> Any for T
where T: 'static + ?Sized,

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where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

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Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more
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