SearchSpace

oxirs_vec::automl_optimization

Struct SearchSpace 

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pub struct SearchSpace {
    pub embedding_strategies: Vec<EmbeddingStrategy>,
    pub vector_dimensions: Vec<usize>,
    pub similarity_metrics: Vec<SimilarityMetric>,
    pub index_parameters: IndexParameterSpace,
    pub learning_rates: Vec<f32>,
    pub batch_sizes: Vec<usize>,
}
Expand description

Hyperparameter search space configuration

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§embedding_strategies: Vec<EmbeddingStrategy>

Embedding strategies to evaluate

§vector_dimensions: Vec<usize>

Vector dimensions to test

§similarity_metrics: Vec<SimilarityMetric>

Similarity metrics to evaluate

§index_parameters: IndexParameterSpace

Index parameters

§learning_rates: Vec<f32>

Learning rate ranges for trainable embeddings

§batch_sizes: Vec<usize>

Batch sizes for processing

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impl Clone for SearchSpace

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fn clone(&self) -> SearchSpace

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 SearchSpace

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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 SearchSpace

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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 SearchSpace

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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 SearchSpace

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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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🔬This is a nightly-only experimental API. (clone_to_uninit)
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