Struct OptimizationVisualizer 

pub struct OptimizationVisualizer { /* private fields */ }

Main visualization engine

Implementations

impl OptimizationVisualizer

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

Create new visualization engine

pub fn add_metric( &mut self, name: String, value: f64, higher_isbetter: bool, units: String, )

Add or update a metric

pub fn set_target(&mut self, metricname: &str, target: f64)

Set target value for a metric

pub fn step(&mut self)

Update step counter

pub fn plot_loss_curve(&self, metricname: &str) -> Result<String>

Create loss curve plot

pub fn plot_learning_rate_schedule(&self) -> Result<String>

Create learning rate schedule plot

pub fn plot_optimizer_comparison(&self, metricname: &str) -> Result<String>

Create optimizer comparison plot

pub fn plot_gradient_norm(&self) -> Result<String>

Create gradient norm visualization

pub fn plot_throughput(&self) -> Result<String>

Create training throughput plot

pub fn plot_memory_usage(&self) -> Result<String>

Create memory usage visualization

pub fn plot_hyperparameter_sensitivity( &self, param_name: &str, metricname: &str, ) -> Result<String>

Create hyperparameter sensitivity analysis

pub fn create_dashboard(&self) -> Result<String>

Create comprehensive dashboard

pub fn add_optimizer_comparison(&mut self, comparison: OptimizerComparison)

Add optimizer comparison data

pub fn export_all(&self) -> Result<Vec<String>>

Export all visualizations