Struct OptimizerStateVisualizer 

pub struct OptimizerStateVisualizer<A: Float, D: Dimension> { /* private fields */ }

Optimizer state visualizer

Implementations

impl<A: Float + ScalarOperand + Debug, D: Dimension + Send + Sync> OptimizerStateVisualizer<A, D>

pub fn new(_maxhistory: usize) -> Self

Create a new optimizer state visualizer

pub fn record_step( &mut self, parameters: &[Array<A, D>], state_snapshot: OptimizerStateSnapshot<A>, learning_rate: A, loss_value: A, )

Record a step with optimizer state

pub fn generate_convergence_plot(&self, width: usize, height: usize) -> String

Generate ASCII art visualization of convergence

pub fn generate_learning_rate_plot(&self, width: usize, height: usize) -> String

Generate learning rate schedule visualization

pub fn generate_parameter_heatmap(&self, width: usize, height: usize) -> String

Generate parameter evolution heatmap

pub fn generate_state_summary(&self) -> String

Generate optimizer state summary

pub fn export_data(&self) -> VisualizationExport<A>

Export data for external visualization tools

pub fn clear(&mut self)

Clear all history

pub fn step_count(&self) -> usize

Get current step count

Trait Implementations

impl<A: Debug + Float, D: Debug + Dimension> Debug for OptimizerStateVisualizer<A, D>

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

Formats the value using the given formatter.