Struct NeuralBridge

pub struct NeuralBridge { /* private fields */ }

Main integration interface between CUDA-WASM and ruv-FANN

Implementations

impl NeuralBridge

pub fn new() -> NeuralResult<Self>

Create a new neural bridge with default configuration

pub fn with_config(config: BridgeConfig) -> NeuralResult<Self>

Create a new neural bridge with custom configuration

pub fn is_gpu_available(&self) -> bool

Check if GPU acceleration is available

pub fn get_device_info(&self) -> Option<DeviceInfo>

Get device information

pub fn transpile_cuda_kernel( &self, cuda_source: &str, ) -> NeuralResult<CompiledKernel>

Transpile CUDA kernel to WGSL

pub fn execute_neural_operation<T>( &self, operation: NeuralOperation<T>, inputs: &[T], ) -> NeuralResult<Vec<T>>

where T: Clone + Send + Sync + 'static + Pod + Float,

Execute a neural operation with automatic optimization

pub fn get_memory_stats(&self) -> MemoryStats

Get memory statistics

pub fn get_performance_stats(&self) -> PerformanceStats

Get performance statistics

pub fn create_batch_processor(&self) -> BatchProcessor

Create a batch processor for efficient bulk operations

Trait Implementations

impl Default for NeuralBridge

fn default() -> Self

Returns the “default value” for a type.