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AutoScalerConfig

trustformers_optim::advanced_distributed_features

Struct AutoScalerConfig 

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pub struct AutoScalerConfig {
    pub min_nodes: usize,
    pub max_nodes: usize,
    pub strategy: ScalingStrategy,
    pub scale_up_threshold: f32,
    pub scale_down_threshold: f32,
    pub scaling_cooldown: Duration,
    pub predictive_scaling: bool,
    pub cost_priority: f32,
}
Expand description

Auto-scaling configuration for dynamic node management

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§min_nodes: usize

Minimum number of nodes

§max_nodes: usize

Maximum number of nodes

§strategy: ScalingStrategy

Scaling strategy

§scale_up_threshold: f32

Threshold for scaling up (GPU utilization %)

§scale_down_threshold: f32

Threshold for scaling down (GPU utilization %)

§scaling_cooldown: Duration

Cooldown period between scaling operations

§predictive_scaling: bool

Enable predictive scaling

§cost_priority: f32

Cost optimization priority (0.0 = performance, 1.0 = cost)

Trait Implementations§

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impl Clone for AutoScalerConfig

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fn clone(&self) -> AutoScalerConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

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

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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 AutoScalerConfig

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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 AutoScalerConfig

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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 AutoScalerConfig

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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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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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where T: Serialize + for<'de> Deserialize<'de>,

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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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