Struct ocl_convolution::PinnedConvolution

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

Convolution with pinned memory for filters, signal and output. Pinning memory increases efficiency at the cost of making the convolution less flexible.

PinnedConvolution can be created from a FiltersConvolution by calling pin().

Implementations

impl<T: ConvElement> PinnedConvolution<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 compute(&self, signal: FeatureMap<'_, T>) -> Result<Array4<T>>

Computes the convolution on the provided signal.

Panics

• Panics if signal dimensions do not agree with the ones provided to the pin() method.

Trait Implementations

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

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

Formats the value using the given formatter.