Struct GpuGeometricNetwork 

pub struct GpuGeometricNetwork { /* private fields */ }

GPU-accelerated geometric network analysis

Implementations

impl GpuGeometricNetwork

pub async fn new() -> GpuNetworkResult<Self>

Initialize GPU context for network analysis

pub async fn compute_all_pairwise_distances<const P: usize, const Q: usize, const R: usize>( &self, network: &GeometricNetwork<P, Q, R>, ) -> GpuNetworkResult<Vec<Vec<f64>>>

Compute all pairwise distances using GPU acceleration

pub async fn compute_geometric_centrality<const P: usize, const Q: usize, const R: usize>( &self, network: &GeometricNetwork<P, Q, R>, ) -> GpuNetworkResult<Vec<f64>>

Compute geometric centrality using GPU acceleration

pub async fn geometric_clustering<const P: usize, const Q: usize, const R: usize>( &self, network: &GeometricNetwork<P, Q, R>, k: usize, max_iterations: usize, ) -> GpuNetworkResult<Vec<Community<P, Q, R>>>

GPU-accelerated k-means clustering for community detection

pub fn should_use_gpu(num_nodes: usize) -> bool

Determine if GPU acceleration should be used based on network size