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ContrastiveLossResult

oxirs_embed::contrastive_learning

Struct ContrastiveLossResult 

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pub struct ContrastiveLossResult {
    pub loss: f64,
    pub per_sample_losses: Vec<f64>,
    pub avg_positive_similarity: f64,
    pub avg_negative_similarity: f64,
    pub batch_size: usize,
    pub hard_negatives_count: usize,
}
Expand description

Result of computing a contrastive loss.

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§loss: f64

Scalar loss value.

§per_sample_losses: Vec<f64>

Per-sample losses (if applicable).

§avg_positive_similarity: f64

Average positive similarity.

§avg_negative_similarity: f64

Average negative similarity.

§batch_size: usize

Number of samples in the batch.

§hard_negatives_count: usize

Number of hard negatives found.

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impl Clone for ContrastiveLossResult

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fn clone(&self) -> ContrastiveLossResult

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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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<'de> Deserialize<'de> for ContrastiveLossResult

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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 ContrastiveLossResult

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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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