Struct AutoTuningConfig 

pub struct AutoTuningConfig {
    pub health_window: usize,
    pub plateau_window: usize,
    pub plateau_velocity_threshold: f32,
    pub enable_warmup_restart: bool,
    pub warmup_restart_lr_multiplier: f32,
    pub warmup_restart_cooldown: u64,
    pub max_warmup_restarts: usize,
    pub enable_gradient_clipping: bool,
    pub agc_lambda: f32,
    pub phase_thresholds: HashMap<String, PhaseGradientThresholds>,
}

Configuration for the automatic tuning controller.

Controls the behavior of health scoring, gradient tuning, and plateau detection.

Fields

health_window: usize

Window size for health scoring (number of steps to consider).

plateau_window: usize

Window size for plateau detection.

plateau_velocity_threshold: f32

Minimum velocity threshold for plateau detection (absolute value).

enable_warmup_restart: bool

Whether to enable automatic warmup restarts.

warmup_restart_lr_multiplier: f32

Learning rate multiplier for warmup restart (e.g., 1.5).

warmup_restart_cooldown: u64

Cooldown steps between warmup restarts.

max_warmup_restarts: usize

Maximum number of warmup restarts allowed.

enable_gradient_clipping: bool

Enable adaptive gradient clipping.

agc_lambda: f32

AGC lambda parameter for per-layer clipping.

phase_thresholds: HashMap<String, PhaseGradientThresholds>

Phase-specific gradient thresholds.

Trait Implementations

impl Clone for AutoTuningConfig

fn clone(&self) -> AutoTuningConfig

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for AutoTuningConfig

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

Formats the value using the given formatter.

impl Default for AutoTuningConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for AutoTuningConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for AutoTuningConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.