Struct ModelDebugger 

pub struct ModelDebugger { /* private fields */ }

Comprehensive model debugger

Implementations

impl ModelDebugger

pub fn new(config: DebugConfig) -> Result<Self>

Create a new model debugger

pub fn start_debugging(&mut self, model_id: &str) -> Result<String>

Start a debugging session

pub fn stop_debugging(&mut self, session_id: &str) -> Result<DebugReport>

Stop debugging and generate report

pub fn add_hook(&mut self, session_id: &str, hook: DebugHook) -> Result<()>

Add a debug hook

pub fn remove_hook(&mut self, session_id: &str, hook_id: &str) -> Result<()>

Remove a debug hook

pub fn inspect_tensor( &mut self, session_id: &str, tensor_name: &str, tensor_data: &[f32], shape: &[usize], ) -> Result<TensorSnapshot>

Inspect a tensor

pub fn analyze_gradients( &mut self, session_id: &str, parameter_name: &str, gradients: &[f32], ) -> Result<GradientInfo>

Analyze gradients

pub fn analyze_activations( &mut self, session_id: &str, layer_name: &str, activations: &[f32], ) -> Result<ActivationPattern>

Analyze activations

pub fn detect_anomalies(&mut self, session_id: &str) -> Result<Vec<Anomaly>>

Detect anomalies