Add QR (geqrf + ormqr + trsm), SVD (gesvd), and self-adjoint eigenvalue decomposition (syevd) via cuSOLVER. All support host and DeviceMatrix input. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>