Struct ArchitectureLayer 

pub struct ArchitectureLayer {
    pub layer_type: LayerType,
    pub input_size: usize,
    pub output_size: usize,
    pub parameters: LayerParameters,
}

Individual layer in the architecture

Fields

layer_type: LayerType

Layer type

input_size: usize

Input size

output_size: usize

Output size

parameters: LayerParameters

Layer-specific parameters

Implementations

impl ArchitectureLayer

pub fn random( config: &NeuroEvolutionConfig, layer_index: usize, rng: &mut Random, ) -> Self

Create a random layer

pub fn mutate(&mut self, config: &NeuroEvolutionConfig, rng: &mut Random)

Mutate the layer

pub fn mutate_parameters(&mut self, rng: &mut Random)

Mutate layer parameters only

pub fn estimate_parameters(&self) -> usize

Estimate number of parameters

pub fn estimate_flops(&self) -> usize

Estimate FLOPs

pub fn estimate_memory_mb(&self) -> usize

Estimate memory usage in MB

Trait Implementations

impl Clone for ArchitectureLayer

fn clone(&self) -> ArchitectureLayer

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ArchitectureLayer

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ArchitectureLayer

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for ArchitectureLayer

fn eq(&self, other: &ArchitectureLayer) -> 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 Serialize for ArchitectureLayer

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for ArchitectureLayer