Struct Architecture 

pub struct Architecture {
    pub layers: Vec<LayerSpec>,
}

A concrete neural architecture represented as an ordered sequence of layers.

Fields

layers: Vec<LayerSpec>

Ordered layer specifications (input → output).

Implementations

impl Architecture

pub fn param_count(&self) -> usize

Proxy parameter count: sum of width_i × width_{i+1} over consecutive pairs.

Returns 0 if fewer than 2 layers.

pub fn depth(&self) -> usize

Depth (number of layers).

pub fn to_config(&self) -> HyperparamConfig

Encode this architecture as a HyperparamConfig.

Keys: depth (Int), layer_{i}_op (String), layer_{i}_width (Int), layer_{i}_activation (String).

pub fn from_config( cfg: &HyperparamConfig, max_depth: usize, ) -> TrainResult<Self>

Reconstruct an Architecture from a HyperparamConfig created by Architecture::to_config.

max_depth is used only for bounds-checking the encoded depth.

Trait Implementations

impl Clone for Architecture

fn clone(&self) -> Architecture

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for Architecture

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

Formats the value using the given formatter.

impl PartialEq for Architecture

fn eq(&self, other: &Architecture) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for Architecture