Struct DistributedConfig 

pub struct DistributedConfig {
    pub num_gpus: usize,
    pub gpu_ids: Vec<usize>,
    pub backend: CommunicationBackend,
    pub compression: CompressionConfig,
    pub dynamic_batching: DynamicBatchingConfig,
    pub fault_tolerance: FaultToleranceConfig,
    pub monitoring: MonitoringConfig,
    pub memory_optimization: MemoryOptimizationConfig,
}

Enhanced distributed training configuration with modern GPU optimizations

Fields

num_gpus: usize

Number of GPUs to use

gpu_ids: Vec<usize>

GPU device IDs to use

backend: CommunicationBackend

Communication backend (NCCL preferred for GPUs)

compression: CompressionConfig

Gradient compression configuration

dynamic_batching: DynamicBatchingConfig

Dynamic batching configuration

fault_tolerance: FaultToleranceConfig

Fault tolerance settings

monitoring: MonitoringConfig

Performance monitoring settings

memory_optimization: MemoryOptimizationConfig

Memory optimization settings

Implementations

impl DistributedConfig

pub fn new() -> Self

Create new distributed configuration

pub fn with_gpus(self, num_gpus: usize) -> Self

Set number of GPUs

pub fn with_gpu_ids(self, gpu_ids: Vec<usize>) -> Self

Set specific GPU IDs

pub fn with_gradient_compression( self, compression_type: CompressionType, ) -> Self

Enable gradient compression

pub fn with_dynamic_batching(self, enabled: bool) -> Self

Enable dynamic batching

pub fn with_fault_tolerance(self, enabled: bool) -> Self

Enable fault tolerance

pub fn with_backend(self, backend: CommunicationBackend) -> Self

Set communication backend

Trait Implementations

impl Clone for DistributedConfig

fn clone(&self) -> DistributedConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DistributedConfig

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

Formats the value using the given formatter.

impl Default for DistributedConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for DistributedConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DistributedConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.