DistributedTrainingCoordinator

oxirs_embed::distributed_training

Struct DistributedTrainingCoordinator 

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pub struct DistributedTrainingCoordinator { /* private fields */ }
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Distributed training coordinator

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impl DistributedTrainingCoordinator

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pub async fn new(config: DistributedTrainingConfig) -> Result<Self>

Create a new distributed training coordinator

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pub async fn register_worker(&self, worker_info: WorkerInfo) -> Result<()>

Register a worker

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pub async fn deregister_worker(&self, worker_id: usize) -> Result<()>

Deregister a worker

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pub async fn update_worker_status( &self, worker_id: usize, status: WorkerStatus, ) -> Result<()>

Update worker status

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pub async fn train<M: EmbeddingModel>( &mut self, model: &mut M, epochs: usize, ) -> Result<DistributedTrainingStats>

Coordinate distributed training

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pub async fn load_checkpoint( &self, checkpoint_id: &str, ) -> Result<TrainingCheckpoint>

Load training checkpoint

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pub async fn get_worker_stats(&self) -> HashMap<usize, WorkerInfo>

Get worker statistics

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pub async fn get_stats(&self) -> DistributedTrainingStats

Get training statistics

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pub async fn monitor_workers(&self) -> Result<()>

Monitor worker health (heartbeat check)

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