SearchSpace

scirs2_core::neural_architecture_search

Struct SearchSpace 

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pub struct SearchSpace {
    pub layer_types: Vec<LayerType>,
    pub depth_range: (usize, usize),
    pub width_range: (usize, usize),
    pub activations: Vec<ActivationType>,
    pub optimizers: Vec<OptimizerType>,
    pub connections: Vec<ConnectionType>,
    pub skip_connection_prob: f64,
    pub dropout_range: (f64, f64),
}
Expand description

Search space configuration for neural architectures

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§layer_types: Vec<LayerType>

Available layer types

§depth_range: (usize, usize)

Depth range (min, max layers)

§width_range: (usize, usize)

Width range for each layer (min, max units)

§activations: Vec<ActivationType>

Available activation functions

§optimizers: Vec<OptimizerType>

Available optimizers

§connections: Vec<ConnectionType>

Available connection patterns

§skip_connection_prob: f64

Skip connection probability

§dropout_range: (f64, f64)

Dropout rate range

Trait Implementations§

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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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