Struct DistributedConfig

pub struct DistributedConfig {
    pub backend: CommunicationBackend,
    pub strategy: DistributedStrategy,
    pub sync_method: GradientSyncMethod,
    pub process_info: ProcessInfo,
    pub timeout: u64,
    pub enable_compression: bool,
    pub bucket_size_mb: usize,
    pub mixed_precision: bool,
    pub overlap_comm: bool,
}

Distributed training configuration

Fields

backend: CommunicationBackend

Communication backend to use

strategy: DistributedStrategy

Training strategy

sync_method: GradientSyncMethod

Gradient synchronization method

process_info: ProcessInfo

Process information

timeout: u64

Timeout for collective operations (seconds)

enable_compression: bool

Enable gradient compression

bucket_size_mb: usize

Bucket size for gradient bucketing (MB)

mixed_precision: bool

Enable mixed precision training

overlap_comm: bool

Overlap communication with computation

Trait Implementations

impl Clone for DistributedConfig

fn clone(&self) -> DistributedConfig

Returns a duplicate of the value.

const 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.