Trait RawModelLayout 

pub trait RawModelLayout {
    // Required methods
    fn input(&self) -> usize;
    fn hidden(&self) -> usize;
    fn output(&self) -> usize;
    fn depth(&self) -> usize;

    // Provided methods
    fn dim_input(&self) -> (usize, usize) { ... }
    fn dim_hidden(&self) -> (usize, usize) { ... }
    fn dim_output(&self) -> (usize, usize) { ... }
    fn size(&self) -> usize { ... }
    fn size_input(&self) -> usize { ... }
    fn size_hidden(&self) -> usize { ... }
    fn size_output(&self) -> usize { ... }
}

The RawModelLayout trait defines a minimal interface for objects capable of representing the layout; i.e. the number of input, hidden, and output features of a neural network model containing some number of hidden layers.

Note: This trait is implemented for the 3- and 4-tuple consiting of usize elements as well as for the [usize; 3] and [usize; 4] array types. In both these instances, the elements are ordered as (input, hidden, output) for the 3-element versions, and (input, hidden, output, layers) for the 4-element versions.

Required Methods

fn input(&self) -> usize

returns the total number of input features defined for the model

fn hidden(&self) -> usize

returns the number of hidden features for the model

fn output(&self) -> usize

the number of output features for the model

fn depth(&self) -> usize

returns the number of hidden layers within the network

Provided Methods

fn dim_input(&self) -> (usize, usize)

the dimension of the input layer; (input, hidden)

fn dim_hidden(&self) -> (usize, usize)

the dimension of the hidden layers; (hidden, hidden)

fn dim_output(&self) -> (usize, usize)

the dimension of the output layer; (hidden, output)

fn size(&self) -> usize

the total number of parameters in the model

fn size_input(&self) -> usize

the total number of input parameters in the model

fn size_hidden(&self) -> usize

the total number of hidden parameters in the model

fn size_output(&self) -> usize

the total number of output parameters in the model

Implementations on Foreign Types

impl RawModelLayout for (usize, usize, usize)

fn input(&self) -> usize

fn hidden(&self) -> usize

fn depth(&self) -> usize

fn output(&self) -> usize

impl RawModelLayout for (usize, usize, usize, usize)

fn input(&self) -> usize

fn hidden(&self) -> usize

fn output(&self) -> usize

fn depth(&self) -> usize

impl RawModelLayout for [usize; 3]

fn input(&self) -> usize

fn hidden(&self) -> usize

fn output(&self) -> usize

fn depth(&self) -> usize

impl RawModelLayout for [usize; 4]

fn input(&self) -> usize

fn hidden(&self) -> usize

fn output(&self) -> usize

fn depth(&self) -> usize

impl<T> RawModelLayout for &T

where T: RawModelLayout,

fn input(&self) -> usize

fn hidden(&self) -> usize

fn depth(&self) -> usize

fn output(&self) -> usize

impl<T> RawModelLayout for &mut T

where T: RawModelLayout,

fn input(&self) -> usize

fn hidden(&self) -> usize

fn depth(&self) -> usize

fn output(&self) -> usize

Implementors

impl RawModelLayout for ModelFeatures