pub struct LearningStopModel { /* private fields */ }Expand description
Learning-to-stop model coordinator
Implementations§
Source§impl LearningStopModel
impl LearningStopModel
Sourcepub async fn new(config: LearningConfig) -> Result<Self>
pub async fn new(config: LearningConfig) -> Result<Self>
Create a new learning-to-stop model
Sourcepub async fn predict_wand_stopping(
&self,
context: &QueryContext,
state: &WandSearchState,
) -> Result<LearnedStoppingDecision>
pub async fn predict_wand_stopping( &self, context: &QueryContext, state: &WandSearchState, ) -> Result<LearnedStoppingDecision>
Predict WAND early stopping decision
Sourcepub async fn predict_hnsw_stopping(
&self,
context: &QueryContext,
state: &HnswSearchState,
) -> Result<LearnedStoppingDecision>
pub async fn predict_hnsw_stopping( &self, context: &QueryContext, state: &HnswSearchState, ) -> Result<LearnedStoppingDecision>
Predict HNSW early stopping decision
Sourcepub async fn train_with_feedback(
&self,
query_type: &str,
decision: &LearnedStoppingDecision,
actual_quality: f64,
actual_computation_saved: f64,
) -> Result<()>
pub async fn train_with_feedback( &self, query_type: &str, decision: &LearnedStoppingDecision, actual_quality: f64, actual_computation_saved: f64, ) -> Result<()>
Train models with new feedback
Sourcepub async fn get_metrics(&self) -> LearningMetrics
pub async fn get_metrics(&self) -> LearningMetrics
Get current learning metrics
Sourcepub fn config(&self) -> &LearningConfig
pub fn config(&self) -> &LearningConfig
Get configuration for testing
Auto Trait Implementations§
impl Freeze for LearningStopModel
impl !RefUnwindSafe for LearningStopModel
impl Send for LearningStopModel
impl Sync for LearningStopModel
impl Unpin for LearningStopModel
impl !UnwindSafe for LearningStopModel
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