trustformers_optim::advanced_distributed_features

Struct SmartCheckpointManager

pub struct SmartCheckpointManager { /* private fields */ }

Expand description

Smart checkpoint manager with differential checkpointing

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impl SmartCheckpointManager

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pub fn new(config: CheckpointConfig, checkpoint_dir: PathBuf) -> Result<Self>

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pub fn should_checkpoint( &self, step: usize, performance_metrics: &PerformanceMetrics, ) -> bool

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pub fn create_checkpoint( &mut self, step: usize, model_state: &HashMap<String, Tensor>, ) -> Result<CheckpointInfo>

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pub fn get_latest_checkpoint(&self) -> Option<&CheckpointInfo>

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pub fn get_checkpoint_history(&self) -> &[CheckpointInfo]

Auto Trait Implementations§

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impl UnwindSafe for SmartCheckpointManager

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