Struct GpuNeuralNet 

pub struct GpuNeuralNet {
    pub layers: Vec<NeuralLayer>,
}

A sequential neural network backed by a CPU mock GPU context.

Fields

layers: Vec<NeuralLayer>

Ordered list of layers in the network.

Implementations

impl GpuNeuralNet

pub fn new() -> Self

Create an empty network with no layers.

pub fn add_layer(&mut self, layer: NeuralLayer)

Append a layer to the network.

pub fn forward_pass(&self, input: &[f64]) -> Vec<f64>

Run a single forward pass through all layers.

pub fn batch_forward(&self, inputs: &[Vec<f64>]) -> Vec<Vec<f64>>

Run forward passes for a batch of inputs.

Trait Implementations

impl Clone for GpuNeuralNet

fn clone(&self) -> GpuNeuralNet

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for GpuNeuralNet

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

Formats the value using the given formatter.

impl Default for GpuNeuralNet

fn default() -> Self

Returns the “default value” for a type.