LayerParameters

scirs2_core::neural_architecture_search

Struct LayerParameters 

Source 
pub struct LayerParameters {
    pub units: Option<usize>,
    pub kernel_size: Option<(usize, usize)>,
    pub stride: Option<(usize, usize)>,
    pub padding: Option<(usize, usize)>,
    pub dropout_rate: Option<f64>,
    pub num_heads: Option<usize>,
    pub hidden_dim: Option<usize>,
    pub custom: HashMap<String, f64>,
}
Expand description

Layer-specific parameters

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§units: Option<usize>

Number of units/filters

§kernel_size: Option<(usize, usize)>

Kernel size (for convolutions)

§stride: Option<(usize, usize)>

Stride (for convolutions/pooling)

§padding: Option<(usize, usize)>

Padding (for convolutions)

§dropout_rate: Option<f64>

Dropout rate

§num_heads: Option<usize>

Number of attention heads

§hidden_dim: Option<usize>

Hidden dimension

§custom: HashMap<String, f64>

Custom parameters

Trait Implementations§

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impl Clone for LayerParameters

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fn clone(&self) -> LayerParameters

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 LayerParameters

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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