pub struct FiltersConvolution<T: ConvElement>(/* private fields */);
Expand description

Convolution with pinned filters memory. Pinning memory increases efficiency at the cost of making the convolution less flexible.

FiltersConvolution can be created by calling with_filters() or with_biased_filters() methods in Convolution.

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impl<T: ConvElement> FiltersConvolution<T>

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pub fn size(&self) -> u32

Spatial size of the convolution.

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pub fn params(&self) -> T::Params

Returns general parameters of the convolution.

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pub fn set_params(&mut self, params: T::Params) -> Result<()>

Sets convolution parameters.

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pub fn pin(self, signal_shape: FeatureMapShape) -> Result<PinnedConvolution<T>>

Pins signal and output memory for this convolution.

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pub fn compute(&self, signal: FeatureMap<'_, T>) -> Result<Array4<T>>

Computes the convolution on the provided signal.

Trait Implementations§

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impl<T> Debug for FiltersConvolution<T>where T: ConvElement, T::Params: Debug,

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fn fmt(&self, formatter: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for Twhere T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for Twhere T: ?Sized,

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

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for Twhere U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> Pointable for T

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const ALIGN: usize = _

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T, U> TryFrom<U> for Twhere U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.