Struct AsyncOptimizationConfig 

pub struct AsyncOptimizationConfig {

    pub num_workers: usize,
    pub batch_size: usize,
    pub max_concurrent_tasks: usize,
    pub learning_rate: Float,
    pub learning_rate_decay: Float,
    pub momentum: Float,
    pub adaptive_learning_rate: bool,
    pub convergence_tolerance: Float,
    pub max_iterations: usize,
    pub async_updates: bool,
    pub update_frequency_ms: u64,
    pub gradient_checkpointing: bool,
    pub channel_buffer_size: usize,
}

Configuration for asynchronous optimization

Fields

num_workers: usize

Number of worker threads for parallel optimization

batch_size: usize

Batch size for parameter updates

max_concurrent_tasks: usize

Maximum number of concurrent tasks

learning_rate: Float

Learning rate for parameter updates

learning_rate_decay: Float

Learning rate decay factor

momentum: Float

Momentum parameter for optimization

adaptive_learning_rate: bool

Enable adaptive learning rate

convergence_tolerance: Float

Convergence tolerance

max_iterations: usize

Maximum number of iterations

async_updates: bool

Enable asynchronous parameter updates

update_frequency_ms: u64

Update frequency for parameters (in milliseconds)

gradient_checkpointing: bool

Enable gradient checkpointing for memory efficiency

channel_buffer_size: usize

Channel buffer size for async communication

Trait Implementations

impl Clone for AsyncOptimizationConfig

fn clone(&self) -> AsyncOptimizationConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AsyncOptimizationConfig

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

Formats the value using the given formatter.

impl Default for AsyncOptimizationConfig

fn default() -> Self

Returns the “default value” for a type.