Struct ConvolutionalModel 

pub struct ConvolutionalModel { /* private fields */ }

Convolutional neural network implementation

Implementations

impl ConvolutionalModel

pub fn new(config: NeuralSpatialConfig, device: Device) -> Result<Self>

Create a new convolutional neural network model

Trait Implementations

impl NeuralModel for ConvolutionalModel

fn forward(&self, input: &NeuralInputFeatures) -> Result<NeuralSpatialOutput>

Forward pass through the model

fn config(&self) -> &NeuralSpatialConfig

Get model configuration

fn update_parameters(&mut self, params: &HashMap<String, Tensor>) -> Result<()>

Update model parameters

fn metrics(&self) -> NeuralPerformanceMetrics

Get model performance metrics

fn save(&self, path: &str) -> Result<()>

Save model to file

fn load(&mut self, path: &str) -> Result<()>

Load model from file

fn memory_usage(&self) -> usize

Get memory usage in bytes

fn set_quality(&mut self, quality: f32) -> Result<()>

Set quality level (0.0-1.0)