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AndonSystem

entrenar::train::tui

Struct AndonSystem 

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pub struct AndonSystem { /* private fields */ }
Expand description

Andon system for training health monitoring.

Implements Jidoka (automation with a human touch) principles:

  • Detects abnormalities automatically
  • Alerts immediately
  • Stops training if critical

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impl AndonSystem

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pub fn new() -> Self

Create a new Andon system.

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pub fn with_sigma_threshold(self, sigma: f32) -> Self

Configure sigma threshold for divergence detection.

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pub fn with_stall_threshold(self, steps: usize) -> Self

Configure stall detection threshold.

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pub fn with_stop_on_critical(self, stop: bool) -> Self

Configure whether to stop on critical alerts.

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pub fn check_loss(&mut self, loss: f32) -> bool

Check loss value for abnormalities.

Returns true if training should stop.

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pub fn info(&mut self, message: impl Into<String>)

Add an info alert.

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pub fn warning(&mut self, message: impl Into<String>)

Add a warning alert.

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pub fn critical(&mut self, message: impl Into<String>)

Add a critical alert.

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pub fn has_critical(&self) -> bool

Check if there are any critical alerts.

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pub fn should_stop(&self) -> bool

Check if training should stop.

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pub fn recent_alerts(&self, count: usize) -> &[Alert]

Get recent alerts.

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pub fn clear_alerts(&mut self)

Clear all alerts.

Trait Implementations§

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impl Debug for AndonSystem

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

Formats the value using the given formatter. Read more
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impl Default for AndonSystem

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fn default() -> Self

Returns the “default value” for a type. Read more

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