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DynamicBatchingConfig

trustformers_optim::enhanced_distributed_training

Struct DynamicBatchingConfig 

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pub struct DynamicBatchingConfig {
    pub enabled: bool,
    pub initial_batch_size: usize,
    pub min_batch_size: usize,
    pub max_batch_size: usize,
    pub target_utilization: f32,
    pub adjustment_frequency: usize,
}
Expand description

Dynamic batching configuration for load balancing

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§enabled: bool§initial_batch_size: usize

Initial batch size per GPU

§min_batch_size: usize

Minimum batch size

§max_batch_size: usize

Maximum batch size

§target_utilization: f32

Target GPU utilization percentage

§adjustment_frequency: usize

Batch size adjustment frequency (steps)

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impl Clone for DynamicBatchingConfig

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fn clone(&self) -> DynamicBatchingConfig

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 DynamicBatchingConfig

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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 DynamicBatchingConfig

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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 DynamicBatchingConfig

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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 DynamicBatchingConfig

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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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impl<T> ConfigSerializable for T
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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Deserialize from JSON string
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Save to file
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Load from file
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