Trait Rust_Simple_DNN::rdnn::layers::GenericLayer::GenericLayer

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pub trait GenericLayer {

Show 13 methods    // Required methods
    fn forward_data(&mut self, data: &Vec<f32>);
    fn backward_data(&mut self, data_in: &Vec<f32>, expected: &Vec<f32>);
    fn backward_costs(&mut self, data_in: &Vec<f32>, costs: &Vec<f32>);
    fn get_out_data(&self) -> &Vec<f32>;
    fn get_costs(&self) -> &Vec<f32>;
    fn get_weights(&self) -> &Vec<f32>;
    fn get_grads(&self) -> &Vec<f32>;
    fn get_in_size(&self) -> usize;
    fn get_out_size(&self) -> usize;
    fn get_weights_mut(&mut self) -> &mut Vec<f32>;
    fn get_params_and_grads(&mut self) -> (&mut Vec<f32>, &mut Vec<f32>);
    fn get_name(&self) -> String;
    fn is_trainable(&self) -> bool;

}

Required Methods§

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fn forward_data(&mut self, data: &Vec<f32>)

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fn backward_data(&mut self, data_in: &Vec<f32>, expected: &Vec<f32>)

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fn backward_costs(&mut self, data_in: &Vec<f32>, costs: &Vec<f32>)

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fn get_out_data(&self) -> &Vec<f32>

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fn get_costs(&self) -> &Vec<f32>

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fn get_weights(&self) -> &Vec<f32>

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fn get_grads(&self) -> &Vec<f32>

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fn get_in_size(&self) -> usize

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fn get_out_size(&self) -> usize

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fn get_weights_mut(&mut self) -> &mut Vec<f32>

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fn get_params_and_grads(&mut self) -> (&mut Vec<f32>, &mut Vec<f32>)

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fn get_name(&self) -> String

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fn is_trainable(&self) -> bool

Implementors§