JointEmbeddingConfig

oxirs_vec::joint_embedding_spaces

Struct JointEmbeddingConfig 

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pub struct JointEmbeddingConfig {
Show 15 fields
    pub joint_dim: usize,
    pub temperature: f32,
    pub learning_rate: f32,
    pub margin: f32,
    pub contrastive_learning: bool,
    pub triplet_loss: bool,
    pub hard_negative_mining: bool,
    pub batch_size: usize,
    pub negative_samples: usize,
    pub curriculum_learning: bool,
    pub weight_decay: f32,
    pub gradient_clip: f32,
    pub domain_adaptation: bool,
    pub alignment_strength: f32,
    pub self_supervised: bool,

}
Expand description

Configuration for joint embedding space

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§joint_dim: usize

Dimension of the joint embedding space

§temperature: f32

Temperature parameter for contrastive learning

§learning_rate: f32

Learning rate for alignment optimization

§margin: f32

Margin for triplet loss

§contrastive_learning: bool

Enable contrastive learning

§triplet_loss: bool

Enable triplet loss

§hard_negative_mining: bool

Enable hard negative mining

§batch_size: usize

Batch size for training

§negative_samples: usize

Number of negative samples per positive

§curriculum_learning: bool

Enable curriculum learning

§weight_decay: f32

Weight decay for regularization

§gradient_clip: f32

Gradient clipping threshold

§domain_adaptation: bool

Enable domain adaptation

§alignment_strength: f32

Cross-modal alignment strength

§self_supervised: bool

Enable self-supervised learning

Trait Implementations§

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impl Clone for JointEmbeddingConfig

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fn clone(&self) -> JointEmbeddingConfig

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 JointEmbeddingConfig

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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 JointEmbeddingConfig

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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 JointEmbeddingConfig

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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 JointEmbeddingConfig

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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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