Struct ProgressiveConfig 

pub struct ProgressiveConfig {
    pub growth_dimension: GrowthDimension,
    pub growth_strategy: GrowthStrategy,
    pub initial_size: usize,
    pub final_size: usize,
    pub growth_epochs: Vec<usize>,
    pub warmup_steps: usize,
    pub zero_init_new_params: bool,
    pub lr_scaling_factor: f64,
    pub gradual_initialization: bool,
    pub transition_smoothing: f64,
    pub freeze_old_params_during_warmup: bool,
}

Configuration for progressive training

Fields

growth_dimension: GrowthDimension

Which dimension to grow progressively

growth_strategy: GrowthStrategy

Growth strategy to use

initial_size: usize

Initial model size (layers, hidden dim, heads, etc.)

final_size: usize

Final model size

growth_epochs: Vec<usize>

Epochs at which to trigger growth

warmup_steps: usize

Steps to warm up after each growth

zero_init_new_params: bool

Whether to initialize new parameters with zeros

lr_scaling_factor: f64

Learning rate scaling factor after growth

gradual_initialization: bool

Whether to use gradual weight initialization

transition_smoothing: f64

Smoothing factor for parameter transitions

freeze_old_params_during_warmup: bool

Whether to freeze old parameters during warmup

Trait Implementations

impl Clone for ProgressiveConfig

fn clone(&self) -> ProgressiveConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ProgressiveConfig

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

Formats the value using the given formatter.

impl Default for ProgressiveConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ProgressiveConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ProgressiveConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.