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ModelDiagnosticsReport

trustformers_debug::model_diagnostics_main

Struct ModelDiagnosticsReport 

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pub struct ModelDiagnosticsReport {
    pub current_step: usize,
    pub training_dynamics: TrainingDynamics,
    pub performance_summary: PerformanceSummary,
    pub architectural_analysis: Option<ArchitecturalAnalysis>,
    pub alerts: Vec<ModelDiagnosticAlert>,
    pub recommendations: Vec<String>,
    pub health_score: f64,
    pub auto_debugging_results: Option<DebuggingReport>,
    pub analytics_report: Option<AnalyticsReport>,
}
Expand description

Comprehensive model diagnostics report.

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§current_step: usize

Current training step

§training_dynamics: TrainingDynamics

Training dynamics analysis

§performance_summary: PerformanceSummary

Performance summary

§architectural_analysis: Option<ArchitecturalAnalysis>

Architectural analysis results

§alerts: Vec<ModelDiagnosticAlert>

Active diagnostic alerts

§recommendations: Vec<String>

Optimization recommendations

§health_score: f64

Overall model health score

§auto_debugging_results: Option<DebuggingReport>

Auto-debugging results

§analytics_report: Option<AnalyticsReport>

Advanced analytics report

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impl Clone for ModelDiagnosticsReport

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fn clone(&self) -> ModelDiagnosticsReport

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 ModelDiagnosticsReport

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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 ModelDiagnosticsReport

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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 ModelDiagnosticsReport

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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 ModelDiagnosticsReport

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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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