Struct ModelDiagnostics 

pub struct ModelDiagnostics { /* private fields */ }

Main model diagnostics system that coordinates all diagnostic components.

Implementations

impl ModelDiagnostics

pub fn new(config: &DebugConfig) -> Self

Create new model diagnostics system.

pub fn record_performance( &mut self, metrics: ModelPerformanceMetrics, ) -> Result<()>

Record performance metrics.

pub fn record_architecture(&mut self, arch_info: ModelArchitectureInfo)

Record architecture information.

pub fn record_layer_stats(&mut self, stats: LayerActivationStats) -> Result<()>

Record layer activation statistics.

pub fn record_training_dynamics( &mut self, dynamics: TrainingDynamics, ) -> Result<()>

Record training dynamics.

pub fn current_step(&self) -> usize

Get current step.

pub fn analyze_training_dynamics(&self) -> TrainingDynamics

Analyze current training dynamics.

pub fn increment_step(&mut self)

Increment step counter.

pub async fn start(&mut self) -> Result<()>

Start the diagnostics system.

pub async fn generate_report(&self) -> Result<ModelDiagnosticsReport>

Generate comprehensive diagnostics report (async version).

pub fn generate_report_sync(&self) -> Result<ModelDiagnosticsReport>

Generate comprehensive diagnostics report (sync version).

Trait Implementations

impl Debug for ModelDiagnostics

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

Formats the value using the given formatter.