Struct TrainingMonitor 

pub struct TrainingMonitor { /* private fields */ }

Live training monitor that serves a browser dashboard.

Usage

use axonml::monitor::TrainingMonitor;

let monitor = TrainingMonitor::new("BlazeFace", 125506)
    .total_epochs(50)
    .batch_size(32)
    .launch();

// In training loop:
monitor.log_epoch(1, 0.5, None, vec![("cls", 0.03), ("bbox", 0.47)]);
monitor.set_status("complete");

Implementations

impl TrainingMonitor

pub fn new(model_name: &str, param_count: usize) -> MonitorBuilder

Create a new monitor builder.

pub fn log_epoch( &self, epoch: usize, train_loss: f32, val_loss: Option<f32>, extras: Vec<(&str, f32)>, )

Log metrics for a completed epoch.

pub fn set_status(&self, status: &str)

Update the monitor status (e.g., “training”, “complete”, “evaluating”).

pub fn port(&self) -> u16

Get the port the monitor is running on.