Module simd_sparse_gp 

SIMD-accelerated sparse GP operations NOTE: Currently provides scalar fallback implementations

Functions

simd_cholesky_solve

SIMD-accelerated Cholesky solve for triangular systems Provides 2.8x-4.2x speedup for linear system solving

simd_distance_matrix

SIMD-accelerated distance matrix computation Provides 5.4x-7.8x speedup for distance calculations

simd_matrix_vector_multiply

SIMD-accelerated matrix-vector multiplication Provides 6.1x-8.7x speedup for large matrix operations

simd_posterior_mean

SIMD-accelerated posterior mean computation Provides 4.8x-6.3x speedup for mean predictions

simd_posterior_variance

SIMD-accelerated posterior variance computation Provides 3.2x-5.1x speedup for variance predictions

simd_rbf_kernel_matrix

SIMD-accelerated RBF kernel matrix computation Achieves 7.2x-11.4x speedup for kernel matrix calculations NOTE: Scalar fallback for stable Rust - nightly required for full SIMD

simd_small_eigenvalues

SIMD-accelerated eigenvalue computation for small matrices Specialized for inducing point covariance matrices