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AdvancedStabilityConfig

trustformers_training::advanced_stability_monitor

Struct AdvancedStabilityConfig 

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pub struct AdvancedStabilityConfig {
    pub predictive_detection: bool,
    pub proactive_recovery: bool,
    pub dynamics_analysis: bool,
    pub loss_landscape_monitoring: bool,
    pub prediction_horizon: usize,
    pub prediction_confidence_threshold: f32,
    pub pattern_window_size: usize,
    pub stability_threshold: f32,
    pub adaptive_recovery: bool,
}
Expand description

Configuration for advanced stability monitoring

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§predictive_detection: bool

Enable predictive anomaly detection

§proactive_recovery: bool

Enable proactive recovery mechanisms

§dynamics_analysis: bool

Enable training dynamics analysis

§loss_landscape_monitoring: bool

Enable loss landscape monitoring

§prediction_horizon: usize

Prediction horizon (steps ahead)

§prediction_confidence_threshold: f32

Confidence threshold for predictions

§pattern_window_size: usize

Pattern detection window size

§stability_threshold: f32

Stability score threshold

§adaptive_recovery: bool

Adaptive recovery enabled

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impl Clone for AdvancedStabilityConfig

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fn clone(&self) -> AdvancedStabilityConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for AdvancedStabilityConfig

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for AdvancedStabilityConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for AdvancedStabilityConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for AdvancedStabilityConfig

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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Serialize to JSON string
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