ExampleDeepNeuralNetwork

llms_from_scratch_rs::listings::ch04

Struct ExampleDeepNeuralNetwork 

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pub struct ExampleDeepNeuralNetwork {
    pub layers: Vec<Sequential>,
    pub tensor_ids: Vec<TensorId>,
    /* private fields */
}
Expand description

[Listing 4.5] A neural network to illustrate shortcut connections

NOTE: tensor_ids are maintained to be able to print gradients from GradStore however, this may be doable without explicit storing of these ids (left as a TODO item.)

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§layers: Vec<Sequential>§tensor_ids: Vec<TensorId>

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impl ExampleDeepNeuralNetwork

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pub fn new( layer_sizes: &[usize], use_shortcut: bool, vb: VarBuilder<'_>, ) -> Result<Self>

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fn forward_t(&self, xs: &Tensor, _train: bool) -> Result<Tensor, Error>

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