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AdvancedMLDebuggingConfig

trustformers_debug::advanced_ml_debugging

Struct AdvancedMLDebuggingConfig 

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pub struct AdvancedMLDebuggingConfig {
    pub enable_layer_wise_lr_analysis: bool,
    pub enable_model_sensitivity_analysis: bool,
    pub enable_gradient_flow_optimization: bool,
    pub enable_neural_architecture_debugging: bool,
    pub enable_activation_pattern_analysis: bool,
    pub enable_weight_distribution_analysis: bool,
    pub enable_training_dynamics_analysis: bool,
    pub enable_optimization_landscape_analysis: bool,
    pub sensitivity_samples: usize,
    pub lr_adaptation_threshold: f64,
    pub max_layers_to_analyze: usize,
}
Expand description

Configuration for advanced ML debugging

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§enable_layer_wise_lr_analysis: bool

Enable layer-wise learning rate analysis

§enable_model_sensitivity_analysis: bool

Enable model sensitivity analysis

§enable_gradient_flow_optimization: bool

Enable gradient flow optimization analysis

§enable_neural_architecture_debugging: bool

Enable neural architecture debugging

§enable_activation_pattern_analysis: bool

Enable activation pattern analysis

§enable_weight_distribution_analysis: bool

Enable weight distribution analysis

§enable_training_dynamics_analysis: bool

Enable training dynamics analysis

§enable_optimization_landscape_analysis: bool

Enable optimization landscape analysis

§sensitivity_samples: usize

Number of samples for sensitivity analysis

§lr_adaptation_threshold: f64

Learning rate adaptation threshold

§max_layers_to_analyze: usize

Maximum number of layers to analyze

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impl Clone for AdvancedMLDebuggingConfig

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fn clone(&self) -> AdvancedMLDebuggingConfig

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 AdvancedMLDebuggingConfig

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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 AdvancedMLDebuggingConfig

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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 AdvancedMLDebuggingConfig

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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 AdvancedMLDebuggingConfig

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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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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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