rust_lstm::models::lstm_network

Struct LayerDropoutConfig

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pub struct LayerDropoutConfig {
    pub input_dropout: Option<(f64, bool)>,
    pub recurrent_dropout: Option<(f64, bool)>,
    pub output_dropout: Option<f64>,
    pub zoneout: Option<(f64, f64)>,
}
Expand description

Configuration for layer-specific dropout settings

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§input_dropout: Option<(f64, bool)>§recurrent_dropout: Option<(f64, bool)>§output_dropout: Option<f64>§zoneout: Option<(f64, f64)>

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impl LayerDropoutConfig

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pub fn new() -> Self

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pub fn with_input_dropout(self, rate: f64, variational: bool) -> Self

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pub fn with_recurrent_dropout(self, rate: f64, variational: bool) -> Self

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pub fn with_output_dropout(self, rate: f64) -> Self

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pub fn with_zoneout(self, cell_rate: f64, hidden_rate: f64) -> Self

Trait Implementations§

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impl Clone for LayerDropoutConfig

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fn clone(&self) -> LayerDropoutConfig

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 LayerDropoutConfig

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

Formats the value using the given formatter. Read more

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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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fn into(self) -> U

Calls U::from(self).

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type Owned = T

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