DistributedTrainer

oxirs_embed::training

Struct DistributedTrainer

pub struct DistributedTrainer { /* private fields */ }

Expand description

Distributed trainer for multi-GPU/multi-node training

Implementations§

impl DistributedTrainer

pub fn new( config: TrainingConfig, distributed_config: DistributedConfig, ) -> Self

pub fn with_optimizer(self, optimizer: OptimizerType) -> Self

pub fn with_scheduler(self, scheduler: LearningRateScheduler) -> Self

pub async fn train_distributed( &mut self, model: Arc<RwLock<dyn EmbeddingModel + Send + Sync>>, ) -> Result<TrainingStats>

Start distributed training across multiple devices/nodes

Auto Trait Implementations§

impl Freeze for DistributedTrainer

impl !RefUnwindSafe for DistributedTrainer

impl Send for DistributedTrainer

impl Sync for DistributedTrainer

impl Unpin for DistributedTrainer

impl !UnwindSafe for DistributedTrainer

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