Struct ParallelConfig 

pub struct ParallelConfig {
    pub num_threads: usize,
    pub min_params_per_thread: usize,
    pub enable_work_stealing: bool,
    pub numa_aware: bool,
    pub chunk_size: usize,
    pub lock_free: bool,
}

Configuration for parallel optimization.

Fields

num_threads: usize

Number of worker threads (0 = auto-detect)

min_params_per_thread: usize

Minimum parameters per thread to justify parallelization

enable_work_stealing: bool

Enable work stealing for load balancing

numa_aware: bool

Enable NUMA-aware thread pinning

chunk_size: usize

Chunk size for parameter processing

lock_free: bool

Enable lock-free optimizations where possible

Implementations

impl ParallelConfig

pub fn cpu_optimized() -> Self

Creates configuration optimized for CPU-bound workloads.

pub fn large_model() -> Self

Creates configuration for large model training.

pub fn memory_bound() -> Self

Creates configuration for memory-bound workloads.

pub fn effective_num_threads(&self) -> usize

Gets the effective number of threads.

Trait Implementations

impl Clone for ParallelConfig

fn clone(&self) -> ParallelConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ParallelConfig

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

Formats the value using the given formatter.

impl Default for ParallelConfig

fn default() -> Self

Returns the “default value” for a type.