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MultiTaskConfig

oxirs_shacl_ai::multi_task_learning

Struct MultiTaskConfig 

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pub struct MultiTaskConfig {
Show 13 fields
    pub sharing_type: SharingType,
    pub shared_dim: usize,
    pub task_specific_dims: Vec<usize>,
    pub enable_dynamic_weighting: bool,
    pub enable_gradient_normalization: bool,
    pub enable_task_attention: bool,
    pub shared_learning_rate: f64,
    pub task_learning_rate: f64,
    pub temperature: f64,
    pub enable_curriculum: bool,
    pub max_concurrent_tasks: usize,
    pub enable_auxiliary_tasks: bool,
    pub auxiliary_task_weight: f64,

}
Expand description

Configuration for multi-task learning

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§sharing_type: SharingType

Architecture type for parameter sharing

§shared_dim: usize

Dimension of shared representation

§task_specific_dims: Vec<usize>

Task-specific layer dimensions

§enable_dynamic_weighting: bool

Enable dynamic task weighting

§enable_gradient_normalization: bool

Enable gradient normalization

§enable_task_attention: bool

Enable task attention mechanism

§shared_learning_rate: f64

Learning rate for shared parameters

§task_learning_rate: f64

Learning rate for task-specific parameters

§temperature: f64

Temperature for task weighting

§enable_curriculum: bool

Enable curriculum learning across tasks

§max_concurrent_tasks: usize

Maximum number of tasks to train simultaneously

§enable_auxiliary_tasks: bool

Enable auxiliary tasks for regularization

§auxiliary_task_weight: f64

Weight for auxiliary task losses

Trait Implementations§

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impl Clone for MultiTaskConfig

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fn clone(&self) -> MultiTaskConfig

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 MultiTaskConfig

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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 MultiTaskConfig

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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 MultiTaskConfig

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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 MultiTaskConfig

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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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