Struct TaskModule 

pub struct TaskModule {
    pub task_id: String,
    pub column_index: usize,
    pub layers: Vec<Layer>,
    pub lateral_connections: HashMap<usize, Vec<LateralAdapter>>,
    pub frozen: bool,
}

Task-specific module in a progressive network

Fields

task_id: String

Task ID this module belongs to

column_index: usize

Column index in the progressive network

layers: Vec<Layer>

Layer weights for this task

lateral_connections: HashMap<usize, Vec<LateralAdapter>>

Lateral connections from previous tasks

frozen: bool

Whether this module is frozen

Implementations

impl TaskModule

pub fn new( task_id: String, column_index: usize, config: &ProgressiveConfig, ) -> Self

pub fn add_lateral_connection( &mut self, source_column: usize, layer_idx: usize, config: &ProgressiveConfig, ) -> Result<()>

Add lateral connection from another task

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

Forward pass through this task module

pub fn freeze(&mut self)

Freeze this module (prevent parameter updates)

pub fn unfreeze(&mut self)

Unfreeze this module

pub fn num_parameters(&self) -> usize

Get number of parameters in this module

Trait Implementations

impl Clone for TaskModule

fn clone(&self) -> TaskModule

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TaskModule

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

Formats the value using the given formatter.