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ContrastiveTrainingStats

oxirs_embed::contrastive_learning

Struct ContrastiveTrainingStats 

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pub struct ContrastiveTrainingStats {
    pub batches_processed: u64,
    pub avg_loss: f64,
    pub min_loss: f64,
    pub max_loss: f64,
    pub avg_similarity_gap: f64,
    pub total_samples: u64,
}
Expand description

Statistics for contrastive training.

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§batches_processed: u64

Total batches processed.

§avg_loss: f64

Running average loss.

§min_loss: f64

Minimum loss seen.

§max_loss: f64

Maximum loss seen.

§avg_similarity_gap: f64

Average positive-negative similarity gap.

§total_samples: u64

Total samples processed.

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impl Clone for ContrastiveTrainingStats

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fn clone(&self) -> ContrastiveTrainingStats

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

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

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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 ContrastiveTrainingStats

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fn default() -> ContrastiveTrainingStats

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for ContrastiveTrainingStats

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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 ContrastiveTrainingStats

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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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