Struct ocl_convolution::FiltersConvolution

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

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.

Implementations

impl<T: ConvElement> FiltersConvolution<T>

pub fn size(&self) -> u32

Spatial size of the convolution.

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

Returns general parameters of the convolution.

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

Sets convolution parameters.

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

Pins signal and output memory for this convolution.

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

Computes the convolution on the provided signal.

Trait Implementations

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

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

Formats the value using the given formatter.