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AnomalyDetectorConfig

trustformers_debug::anomaly_detector

Struct AnomalyDetectorConfig 

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pub struct AnomalyDetectorConfig {
Show 19 fields
    pub enable_nan_detection: bool,
    pub enable_inf_detection: bool,
    pub enable_gradient_explosion: bool,
    pub enable_gradient_vanishing: bool,
    pub gradient_threshold: f64,
    pub enable_memory_leak_detection: bool,
    pub enable_numerical_instability_detection: bool,
    pub enable_gradient_conflict_detection: bool,
    pub enable_performance_monitoring: bool,
    pub enable_weight_divergence_detection: bool,
    pub enable_activation_dead_detection: bool,
    pub enable_loss_anomaly_detection: bool,
    pub enable_auto_recovery: bool,
    pub numerical_instability_threshold: f64,
    pub performance_degradation_threshold: f64,
    pub weight_divergence_threshold: f64,
    pub loss_spike_threshold: f64,
    pub monitoring_window_size: usize,
    pub recovery_attempts_limit: usize,

}
Expand description

Configuration for anomaly detection

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§enable_nan_detection: bool§enable_inf_detection: bool§enable_gradient_explosion: bool§enable_gradient_vanishing: bool§gradient_threshold: f64§enable_memory_leak_detection: bool§enable_numerical_instability_detection: bool§enable_gradient_conflict_detection: bool§enable_performance_monitoring: bool§enable_weight_divergence_detection: bool§enable_activation_dead_detection: bool§enable_loss_anomaly_detection: bool§enable_auto_recovery: bool§numerical_instability_threshold: f64§performance_degradation_threshold: f64§weight_divergence_threshold: f64§loss_spike_threshold: f64§monitoring_window_size: usize§recovery_attempts_limit: usize

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impl Clone for AnomalyDetectorConfig

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fn clone(&self) -> AnomalyDetectorConfig

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 AnomalyDetectorConfig

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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 AnomalyDetectorConfig

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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 AnomalyDetectorConfig

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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 AnomalyDetectorConfig

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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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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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