// // Math.NET Numerics, part of the Math.NET Project // https://numerics.mathdotnet.com // // Copyright (c) 2009-2016 Math.NET // // Permission is hereby granted, free of charge, to any person // obtaining a copy of this software and associated documentation // files (the "Software"), to deal in the Software without // restriction, including without limitation the rights to use, // copy, modify, merge, publish, distribute, sublicense, and/or sell // copies of the Software, and to permit persons to whom the // Software is furnished to do so, subject to the following // conditions: // // The above copyright notice and this permission notice shall be // included in all copies or substantial portions of the Software. // // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, // EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES // OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND // NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT // HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, // WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING // FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR // OTHER DEALINGS IN THE SOFTWARE. // #if NATIVE using System; using System.Runtime.InteropServices; using System.Security; using IStation.Numerics.Providers.LinearAlgebra; using Complex = System.Numerics.Complex; namespace IStation.Numerics.Providers.Common.Cuda { /// /// P/Invoke methods to the native math libraries. /// [SuppressUnmanagedCodeSecurity] [SecurityCritical] internal static class SafeNativeMethods { // ReSharper disable InconsistentNaming /// /// Name of the native DLL. /// const string _DllName = "IStation.Numerics.CUDA.dll"; internal static string DllName => _DllName; [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int query_capability(int capability); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int createBLASHandle(ref IntPtr blasHandle); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int destroyBLASHandle(IntPtr blasHandle); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int createSolverHandle(ref IntPtr solverHandle); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int destroySolverHandle(IntPtr solverHandle); #region BLAS [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void s_axpy(IntPtr blasHandle, int n, float alpha, float[] x, [In, Out] float[] y); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void d_axpy(IntPtr blasHandle, int n, double alpha, double[] x, [In, Out] double[] y); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void c_axpy(IntPtr blasHandle, int n, Complex32 alpha, Complex32[] x, [In, Out] Complex32[] y); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void z_axpy(IntPtr blasHandle, int n, Complex alpha, Complex[] x, [In, Out] Complex[] y); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void s_scale(IntPtr blasHandle, int n, float alpha, [Out] float[] x); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void d_scale(IntPtr blasHandle, int n, double alpha, [Out] double[] x); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void c_scale(IntPtr blasHandle, int n, Complex32 alpha, [In, Out] Complex32[] x); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void z_scale(IntPtr blasHandle, int n, Complex alpha, [In, Out] Complex[] x); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern float s_dot_product(IntPtr blasHandle, int n, float[] x, float[] y); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern double d_dot_product(IntPtr blasHandle, int n, double[] x, double[] y); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern Complex32 c_dot_product(IntPtr blasHandle, int n, Complex32[] x, Complex32[] y); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern Complex z_dot_product(IntPtr blasHandle, int n, Complex[] x, Complex[] y); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void s_matrix_multiply(IntPtr blasHandle, int transA, int transB, int m, int n, int k, float alpha, float[] x, float[] y, float beta, [In, Out] float[] c); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void d_matrix_multiply(IntPtr blasHandle, int transA, int transB, int m, int n, int k, double alpha, double[] x, double[] y, double beta, [In, Out] double[] c); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void c_matrix_multiply(IntPtr blasHandle, int transA, int transB, int m, int n, int k, Complex32 alpha, Complex32[] x, Complex32[] y, Complex32 beta, [In, Out] Complex32[] c); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern void z_matrix_multiply(IntPtr blasHandle, int transA, int transB, int m, int n, int k, Complex alpha, Complex[] x, Complex[] y, Complex beta, [In, Out] Complex[] c); internal static int ToCUDA(this Transpose transpose) { switch (transpose) { case Transpose.DontTranspose: return 0; case Transpose.Transpose: return 1; case Transpose.ConjugateTranspose: return 2; default: throw new ArgumentException("Unsupported transpose: " + transpose); } } #endregion BLAS #region LAPACK //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern float s_matrix_norm(byte norm, int rows, int columns, [In] float[] a, [In, Out] float[] work); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern double d_matrix_norm(byte norm, int rows, int columns, [In] double[] a, [In, Out] double[] work); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern float c_matrix_norm(byte norm, int rows, int columns, [In] Complex32[] a, [In, Out] float[] work); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern double z_matrix_norm(byte norm, int rows, int columns, [In] Complex[] a, [In, Out] double[] work); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int s_cholesky_factor(IntPtr solverHandle, int n, [In, Out] float[] a); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int d_cholesky_factor(IntPtr solverHandle, int n, [In, Out] double[] a); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int c_cholesky_factor(IntPtr solverHandle, int n, [In, Out] Complex32[] a); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int z_cholesky_factor(IntPtr solverHandle, int n, [In, Out] Complex[] a); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int s_lu_factor(IntPtr solverHandle, int n, [In, Out] float[] a, [In, Out] int[] ipiv); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int d_lu_factor(IntPtr solverHandle, int n, [In, Out] double[] a, [In, Out] int[] ipiv); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int c_lu_factor(IntPtr solverHandle, int n, [In, Out] Complex32[] a, [In, Out] int[] ipiv); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int z_lu_factor(IntPtr solverHandle, int n, [In, Out] Complex[] a, [In, Out] int[] ipiv); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int s_lu_inverse(IntPtr solverHandle, IntPtr blasHandle, int n, [In, Out] float[] a); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int d_lu_inverse(IntPtr solverHandle, IntPtr blasHandle, int n, [In, Out] double[] a); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int c_lu_inverse(IntPtr solverHandle, IntPtr blasHandle, int n, [In, Out] Complex32[] a); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int z_lu_inverse(IntPtr solverHandle, IntPtr blasHandle, int n, [In, Out] Complex[] a); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int s_lu_inverse_factored(IntPtr blasHandle, int n, [In, Out] float[] a, [In, Out] int[] ipiv); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int d_lu_inverse_factored(IntPtr blasHandle, int n, [In, Out] double[] a, [In, Out] int[] ipiv); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int c_lu_inverse_factored(IntPtr blasHandle, int n, [In, Out] Complex32[] a, [In, Out] int[] ipiv); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int z_lu_inverse_factored(IntPtr blasHandle, int n, [In, Out] Complex[] a, [In, Out] int[] ipiv); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int s_lu_solve_factored(IntPtr solverHandle, int n, int nrhs, float[] a, [In, Out] int[] ipiv, [In, Out] float[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int d_lu_solve_factored(IntPtr solverHandle, int n, int nrhs, double[] a, [In, Out] int[] ipiv, [In, Out] double[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int c_lu_solve_factored(IntPtr solverHandle, int n, int nrhs, Complex32[] a, [In, Out] int[] ipiv, [In, Out] Complex32[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int z_lu_solve_factored(IntPtr solverHandle, int n, int nrhs, Complex[] a, [In, Out] int[] ipiv, [In, Out] Complex[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int s_lu_solve(IntPtr solverHandle, int n, int nrhs, float[] a, [In, Out] float[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int d_lu_solve(IntPtr solverHandle, int n, int nrhs, double[] a, [In, Out] double[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int c_lu_solve(IntPtr solverHandle, int n, int nrhs, Complex32[] a, [In, Out] Complex32[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int z_lu_solve(IntPtr solverHandle, int n, int nrhs, Complex[] a, [In, Out] Complex[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int s_cholesky_solve(IntPtr solverHandle, int n, int nrhs, float[] a, [In, Out] float[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int d_cholesky_solve(IntPtr solverHandle, int n, int nrhs, double[] a, [In, Out] double[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int c_cholesky_solve(IntPtr solverHandle, int n, int nrhs, Complex32[] a, [In, Out] Complex32[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int z_cholesky_solve(IntPtr solverHandle, int n, int nrhs, Complex[] a, [In, Out] Complex[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int s_cholesky_solve_factored(IntPtr solverHandle, int n, int nrhs, float[] a, [In, Out] float[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int d_cholesky_solve_factored(IntPtr solverHandle, int n, int nrhs, double[] a, [In, Out] double[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int c_cholesky_solve_factored(IntPtr solverHandle, int n, int nrhs, Complex32[] a, [In, Out] Complex32[] b); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int z_cholesky_solve_factored(IntPtr solverHandle, int n, int nrhs, Complex[] a, [In, Out] Complex[] b); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int s_qr_factor(int m, int n, [In, Out] float[] r, [In, Out] float[] tau, [In, Out] float[] q, [In, Out] float[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int d_qr_factor(int m, int n, [In, Out] double[] r, [In, Out] double[] tau, [In, Out] double[] q, [In, Out] double[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int c_qr_factor(int m, int n, [In, Out] Complex32[] r, [In, Out] Complex32[] tau, [In, Out] Complex32[] q, [In, Out] Complex32[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int z_qr_factor(int m, int n, [In, Out] Complex[] r, [In, Out] Complex[] tau, [In, Out] Complex[] q, [In, Out] Complex[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int s_qr_thin_factor(int m, int n, [In, Out] float[] q, [In, Out] float[] tau, [In, Out] float[] r, [In, Out] float[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int d_qr_thin_factor(int m, int n, [In, Out] double[] q, [In, Out] double[] tau, [In, Out] double[] r, [In, Out] double[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int c_qr_thin_factor(int m, int n, [In, Out] Complex32[] q, [In, Out] Complex32[] tau, [In, Out] Complex32[] r, [In, Out] Complex32[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int z_qr_thin_factor(int m, int n, [In, Out] Complex[] q, [In, Out] Complex[] tau, [In, Out] Complex[] r, [In, Out] Complex[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int s_qr_solve(int m, int n, int bn, float[] r, float[] b, [In, Out] float[] x, [In, Out] float[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int d_qr_solve(int m, int n, int bn, double[] r, double[] b, [In, Out] double[] x, [In, Out] double[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int c_qr_solve(int m, int n, int bn, Complex32[] r, Complex32[] b, [In, Out] Complex32[] x, [In, Out] Complex32[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int z_qr_solve(int m, int n, int bn, Complex[] r, Complex[] b, [In, Out] Complex[] x, [In, Out] Complex[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int s_qr_solve_factored(int m, int n, int bn, float[] r, float[] b, float[] tau, [In, Out] float[] x, [In, Out] float[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int d_qr_solve_factored(int m, int n, int bn, double[] r, double[] b, double[] tau, [In, Out] double[] x, [In, Out] double[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int c_qr_solve_factored(int m, int n, int bn, Complex32[] r, Complex32[] b, Complex32[] tau, [In, Out] Complex32[] x, [In, Out] Complex32[] work, int len); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int z_qr_solve_factored(int m, int n, int bn, Complex[] r, Complex[] b, Complex[] tau, [In, Out] Complex[] x, [In, Out] Complex[] work, int len); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int s_svd_factor(IntPtr solverHandle, [MarshalAs(UnmanagedType.U1)] bool computeVectors, int m, int n, [In, Out] float[] a, [In, Out] float[] s, [In, Out] float[] u, [In, Out] float[] v); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int d_svd_factor(IntPtr solverHandle, [MarshalAs(UnmanagedType.U1)] bool computeVectors, int m, int n, [In, Out] double[] a, [In, Out] double[] s, [In, Out] double[] u, [In, Out] double[] v); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int c_svd_factor(IntPtr solverHandle, [MarshalAs(UnmanagedType.U1)] bool computeVectors, int m, int n, [In, Out] Complex32[] a, [In, Out] Complex32[] s, [In, Out] Complex32[] u, [In, Out] Complex32[] v); [DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] internal static extern int z_svd_factor(IntPtr solverHandle, [MarshalAs(UnmanagedType.U1)] bool computeVectors, int m, int n, [In, Out] Complex[] a, [In, Out] Complex[] s, [In, Out] Complex[] u, [In, Out] Complex[] v); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int s_eigen([MarshalAs(UnmanagedType.U1)] bool isSymmetric, int n, [In] float[] a, [In, Out] float[] vectors, [In, Out] Complex[] values, [In, Out] float[] d); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int d_eigen([MarshalAs(UnmanagedType.U1)] bool isSymmetric, int n, [In] double[] a, [In, Out] double[] vectors, [In, Out] Complex[] values, [In, Out] double[] d); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int c_eigen([MarshalAs(UnmanagedType.U1)] bool isSymmetric, int n, [In] Complex32[] a, [In, Out] Complex32[] vectors, [In, Out] Complex[] values, [In, Out] Complex32[] d); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern int z_eigen([MarshalAs(UnmanagedType.U1)] bool isSymmetric, int n, [In] Complex[] a, [In, Out] Complex[] vectors, [In, Out] Complex[] values, [In, Out] Complex[] d); #endregion LAPACK #region Vector Functions //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void s_vector_add(int n, float[] x, float[] y, [In, Out] float[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void s_vector_subtract(int n, float[] x, float[] y, [In, Out] float[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void s_vector_multiply(int n, float[] x, float[] y, [In, Out] float[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void s_vector_divide(int n, float[] x, float[] y, [In, Out] float[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void d_vector_add(int n, double[] x, double[] y, [In, Out] double[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void d_vector_subtract(int n, double[] x, double[] y, [In, Out] double[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void d_vector_multiply(int n, double[] x, double[] y, [In, Out] double[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void d_vector_divide(int n, double[] x, double[] y, [In, Out] double[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void c_vector_add(int n, Complex32[] x, Complex32[] y, [In, Out] Complex32[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void c_vector_subtract(int n, Complex32[] x, Complex32[] y, [In, Out] Complex32[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void c_vector_multiply(int n, Complex32[] x, Complex32[] y, [In, Out] Complex32[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void c_vector_divide(int n, Complex32[] x, Complex32[] y, [In, Out] Complex32[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void z_vector_add(int n, Complex[] x, Complex[] y, [In, Out] Complex[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void z_vector_subtract(int n, Complex[] x, Complex[] y, [In, Out] Complex[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void z_vector_multiply(int n, Complex[] x, Complex[] y, [In, Out] Complex[] result); //[DllImport(_DllName, ExactSpelling = true, SetLastError = false, CallingConvention = CallingConvention.Cdecl)] //internal static extern void z_vector_divide(int n, Complex[] x, Complex[] y, [In, Out] Complex[] result); #endregion Vector Functions // ReSharper restore InconsistentNaming } } #endif