Struct ModelConfig 

pub struct ModelConfig {
    pub input_dim: usize,
    pub hidden_dim: usize,
    pub output_dim: usize,
    pub activation: ActivationType,
    pub rank: usize,
    pub sparsity: SparsityConfig,
    pub quantization: Option<QuantizationType>,
}

Configuration for the model.

Fields

input_dim: usize

Input dimension.

hidden_dim: usize

Hidden dimension (number of neurons).

output_dim: usize

Output dimension.

activation: ActivationType

Activation function type.

rank: usize

Low-rank approximation rank.

sparsity: SparsityConfig

Sparsity configuration.

quantization: Option<QuantizationType>

Enable quantization.

Implementations

impl ModelConfig

pub fn new( input_dim: usize, hidden_dim: usize, output_dim: usize, rank: usize, ) -> Self

Create a new model configuration.

pub fn validate(&self) -> Result<(), String>

Validate configuration.

Trait Implementations

impl Clone for ModelConfig

fn clone(&self) -> ModelConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ModelConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ModelConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.