Struct MTLConfig 

pub struct MTLConfig {
    pub architecture: MTLArchitecture,
    pub loss_balancing: LossBalancingStrategy,
    pub tasks: Vec<TaskConfig>,
    pub use_task_embeddings: bool,
    pub task_embedding_dim: usize,
    pub use_auxiliary_tasks: bool,
    pub auxiliary_tasks: Vec<AuxiliaryTaskConfig>,
    pub task_clustering: Option<TaskClusteringConfig>,
    pub evaluation_frequency: usize,
    pub use_task_scheduling: bool,
    pub task_scheduling: TaskSchedulingStrategy,
}

Configuration for multi-task learning

Fields

architecture: MTLArchitecture

Multi-task learning architecture

loss_balancing: LossBalancingStrategy

Strategy for balancing losses across tasks

tasks: Vec<TaskConfig>

Task configurations

use_task_embeddings: bool

Whether to use task embeddings

task_embedding_dim: usize

Task embedding dimension

use_auxiliary_tasks: bool

Whether to use auxiliary tasks

auxiliary_tasks: Vec<AuxiliaryTaskConfig>

Auxiliary task configurations

task_clustering: Option<TaskClusteringConfig>

Task clustering configuration

evaluation_frequency: usize

Evaluation frequency for each task

use_task_scheduling: bool

Whether to use task scheduling

task_scheduling: TaskSchedulingStrategy

Task scheduling strategy

Trait Implementations

impl Clone for MTLConfig

fn clone(&self) -> MTLConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MTLConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for MTLConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for MTLConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for MTLConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.