Struct MetricsCollector 

pub struct MetricsCollector { /* private fields */ }

Metrics collector for tracking multiple optimizers

Implementations

impl MetricsCollector

pub fn new() -> Self

Create a new metrics collector

pub fn register_optimizer(&mut self, name: impl Into<String>)

Register a new optimizer for tracking

pub fn update<A: Float + ScalarOperand>( &mut self, optimizer_name: &str, step_duration: Duration, learning_rate: f64, gradients: &ArrayView1<'_, A>, params_before: &ArrayView1<'_, A>, params_after: &ArrayView1<'_, A>, ) -> Result<()>

Update metrics for an optimizer

pub fn get_metrics(&self, optimizer_name: &str) -> Option<&OptimizerMetrics>

Get metrics for an optimizer

pub fn all_metrics(&self) -> &HashMap<String, OptimizerMetrics>

Get all metrics

pub fn elapsed(&self) -> Duration

Get elapsed time since collector started

pub fn reset(&mut self)

Reset all metrics

pub fn summary_report(&self) -> String

Generate summary report

Trait Implementations

impl Default for MetricsCollector

fn default() -> Self

Returns the “default value” for a type.