Struct dfdx::nn::modules::MinPool2D

pub struct MinPool2D<const KERNEL_SIZE: usize, const STRIDE: usize = 1, const PADDING: usize = 0>;

Minimum pool with 2d kernel that operates on images (3d) and batches of images (4d). Each patch reduces to the minimum of the values in the patch.

Generics:

• KERNEL_SIZE: The size of the kernel applied to both width and height of the images.
• STRIDE: How far to move the kernel each step. Defaults to 1
• PADDING: How much zero padding to add around the images. Defaults to 0.

Trait Implementations

impl<const KERNEL_SIZE: usize, const STRIDE: usize, const PADDING: usize> Clone for MinPool2D<KERNEL_SIZE, STRIDE, PADDING>

fn clone(&self) -> MinPool2D<KERNEL_SIZE, STRIDE, PADDING>

Returns a copy of the value.

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

Performs copy-assignment from source.

impl<const KERNEL_SIZE: usize, const STRIDE: usize, const PADDING: usize> Debug for MinPool2D<KERNEL_SIZE, STRIDE, PADDING>

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

Formats the value using the given formatter.

impl<const KERNEL_SIZE: usize, const STRIDE: usize, const PADDING: usize> Default for MinPool2D<KERNEL_SIZE, STRIDE, PADDING>

fn default() -> MinPool2D<KERNEL_SIZE, STRIDE, PADDING>

Returns the “default value” for a type.

impl<const K: usize, const S: usize, const P: usize, Img: ConstMinPool2D<K, S, P>> Module<Img> for MinPool2D<K, S, P>

type Output = <Img as ConstMinPool2D<K, S, P>>::Output

The type that this unit produces given Input.

type Error = <Img as HasErr>::Err

fn try_forward(&self, x: Img) -> Result<Self::Output, Img::Err>

fn forward(&self, input: Input) -> Self::Output

Forward Input through the module and produce Module::Output.

impl<const K: usize, const S: usize, const P: usize> NonMutableModule for MinPool2D<K, S, P>

impl<const K: usize, const S: usize, const P: usize> ZeroSizedModule for MinPool2D<K, S, P>