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TuneConfig

entrenar::finetune::classify_tuner

Struct TuneConfig 

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pub struct TuneConfig {
    pub budget: usize,
    pub strategy: TuneStrategy,
    pub scheduler: SchedulerKind,
    pub scout: bool,
    pub max_epochs: usize,
    pub num_classes: usize,
    pub seed: u64,
    pub time_limit_secs: Option<u64>,
}
Expand description

Tuning run configuration.

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§budget: usize

Maximum number of trials.

§strategy: TuneStrategy

Search strategy (TPE, Grid, Random).

§scheduler: SchedulerKind

Scheduler for early stopping.

§scout: bool

Scout mode: 1 epoch per trial, no scheduling.

§max_epochs: usize

Maximum epochs per trial (full mode).

§num_classes: usize

Number of output classes.

§seed: u64

Random seed for reproducibility.

§time_limit_secs: Option<u64>

Optional time limit in seconds.

Trait Implementations§

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impl Clone for TuneConfig

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fn clone(&self) -> TuneConfig

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 TuneConfig

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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 TuneConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for TuneConfig

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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 TuneConfig

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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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