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SchedulerConfig

entrenar::yaml_mode

Struct SchedulerConfig 

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pub struct SchedulerConfig {
Show 15 fields
    pub name: String,
    pub warmup: Option<WarmupConfig>,
    pub t_max: Option<usize>,
    pub eta_min: Option<f64>,
    pub step_size: Option<usize>,
    pub gamma: Option<f64>,
    pub mode: Option<String>,
    pub factor: Option<f64>,
    pub patience: Option<usize>,
    pub threshold: Option<f64>,
    pub max_lr: Option<f64>,
    pub pct_start: Option<f64>,
    pub anneal_strategy: Option<String>,
    pub div_factor: Option<f64>,
    pub final_div_factor: Option<f64>,

}
Expand description

Learning rate scheduler configuration

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§name: String

Scheduler name (step, cosine, linear, exponential, plateau, one_cycle)

§warmup: Option<WarmupConfig>

Warmup configuration

§t_max: Option<usize>

Cosine annealing T_max

§eta_min: Option<f64>

Cosine annealing eta_min

§step_size: Option<usize>

Step scheduler step_size

§gamma: Option<f64>

Step/exponential gamma

§mode: Option<String>

Plateau scheduler mode (min, max)

§factor: Option<f64>

Plateau scheduler factor

§patience: Option<usize>

Plateau scheduler patience

§threshold: Option<f64>

Plateau scheduler threshold

§max_lr: Option<f64>

One-cycle max_lr

§pct_start: Option<f64>

One-cycle pct_start

§anneal_strategy: Option<String>

One-cycle anneal_strategy

§div_factor: Option<f64>

One-cycle div_factor

§final_div_factor: Option<f64>

One-cycle final_div_factor

Trait Implementations§

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impl Clone for SchedulerConfig

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fn clone(&self) -> SchedulerConfig

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for SchedulerConfig

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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<'de> Deserialize<'de> for SchedulerConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for SchedulerConfig

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

Serialize this value into the given Serde serializer. Read more

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