Struct DilatedStack 

pub struct DilatedStack { /* private fields */ }

Stack of dilated causal convolutions (WaveNet-style)

Each layer has increasing dilation: 1, 2, 4, 8, …

Implementations

impl DilatedStack

pub fn new(channels: usize, kernel_size: usize, num_layers: usize) -> Self

Create a new dilated stack with num_layers

Dilations: 2^0, 2^1, 2^2, …, 2^(num_layers-1)

pub fn without_residual(self) -> Self

Disable residual connections

pub fn forward(&mut self, input: &Array1<f32>) -> Array1<f32>

Forward pass

pub fn reset(&mut self)

Reset all layers

pub fn receptive_field(&self) -> usize

Get total receptive field

Trait Implementations

impl Clone for DilatedStack

fn clone(&self) -> DilatedStack

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DilatedStack

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

Formats the value using the given formatter.