Struct GraphDebugger 

pub struct GraphDebugger { /* private fields */ }

Computation graph debugger

Implementations

impl GraphDebugger

pub fn new() -> Self

Create a new graph debugger

pub fn with_config(config: DebuggerConfig) -> Self

Create a new graph debugger with custom configuration

pub fn analyze(&mut self, graph: &ComputationGraph) -> Result<AnalysisResult>

Analyze a computation graph

pub fn visualize(&self, graph: &ComputationGraph) -> Result<String>

Generate a visual representation of the computation graph

pub fn trace_gradients( &self, graph: &ComputationGraph, start_node: NodeId, ) -> Result<Vec<NodeDebugInfo>>

Trace gradient flow from a specific node

pub fn set_breakpoint(&mut self, node_id: NodeId)

Set a breakpoint at a specific node

pub fn remove_breakpoint(&mut self, node_id: NodeId)

Remove a breakpoint

pub fn should_break(&self, node_id: NodeId) -> bool

Check if execution should break at a node

pub fn get_node_info( &self, graph: &ComputationGraph, node_id: NodeId, ) -> Result<NodeDebugInfo>

Get debug information for a specific node

pub fn find_nodes_by_name( &self, graph: &ComputationGraph, pattern: &str, ) -> Result<Vec<NodeId>>

Find nodes by name pattern

pub fn generate_summary(&mut self, graph: &ComputationGraph) -> Result<String>

Generate a summary report of the computation graph

pub fn save_debug_info( &mut self, graph: &ComputationGraph, path: &str, ) -> Result<()>

Save debug information to file

Trait Implementations

impl Default for GraphDebugger

fn default() -> Self

Returns the “default value” for a type.