blas_interface_impl.hh 4.7 KB

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  1. #define BLAS_FUNC(NAME) CAT(CAT(SCALAR_PREFIX,NAME),_)
  2. template<> class blas_interface<SCALAR> : public c_interface_base<SCALAR>
  3. {
  4. public :
  5. static SCALAR fone;
  6. static SCALAR fzero;
  7. static inline std::string name()
  8. {
  9. return MAKE_STRING(CBLASNAME);
  10. }
  11. static inline void matrix_vector_product(gene_matrix & A, gene_vector & B, gene_vector & X, int N){
  12. BLAS_FUNC(gemv)(&notrans,&N,&N,&fone,A,&N,B,&intone,&fzero,X,&intone);
  13. }
  14. static inline void symv(gene_matrix & A, gene_vector & B, gene_vector & X, int N){
  15. BLAS_FUNC(symv)(&lower, &N,&fone,A,&N,B,&intone,&fzero,X,&intone);
  16. }
  17. static inline void syr2(gene_matrix & A, gene_vector & B, gene_vector & X, int N){
  18. BLAS_FUNC(syr2)(&lower,&N,&fone,B,&intone,X,&intone,A,&N);
  19. }
  20. static inline void ger(gene_matrix & A, gene_vector & X, gene_vector & Y, int N){
  21. BLAS_FUNC(ger)(&N,&N,&fone,X,&intone,Y,&intone,A,&N);
  22. }
  23. static inline void rot(gene_vector & A, gene_vector & B, SCALAR c, SCALAR s, int N){
  24. BLAS_FUNC(rot)(&N,A,&intone,B,&intone,&c,&s);
  25. }
  26. static inline void atv_product(gene_matrix & A, gene_vector & B, gene_vector & X, int N){
  27. BLAS_FUNC(gemv)(&trans,&N,&N,&fone,A,&N,B,&intone,&fzero,X,&intone);
  28. }
  29. static inline void matrix_matrix_product(gene_matrix & A, gene_matrix & B, gene_matrix & X, int N){
  30. BLAS_FUNC(gemm)(&notrans,&notrans,&N,&N,&N,&fone,A,&N,B,&N,&fzero,X,&N);
  31. }
  32. static inline void transposed_matrix_matrix_product(gene_matrix & A, gene_matrix & B, gene_matrix & X, int N){
  33. BLAS_FUNC(gemm)(&notrans,&notrans,&N,&N,&N,&fone,A,&N,B,&N,&fzero,X,&N);
  34. }
  35. static inline void ata_product(gene_matrix & A, gene_matrix & X, int N){
  36. BLAS_FUNC(syrk)(&lower,&trans,&N,&N,&fone,A,&N,&fzero,X,&N);
  37. }
  38. static inline void aat_product(gene_matrix & A, gene_matrix & X, int N){
  39. BLAS_FUNC(syrk)(&lower,&notrans,&N,&N,&fone,A,&N,&fzero,X,&N);
  40. }
  41. static inline void axpy(SCALAR coef, const gene_vector & X, gene_vector & Y, int N){
  42. BLAS_FUNC(axpy)(&N,&coef,X,&intone,Y,&intone);
  43. }
  44. static inline void axpby(SCALAR a, const gene_vector & X, SCALAR b, gene_vector & Y, int N){
  45. BLAS_FUNC(scal)(&N,&b,Y,&intone);
  46. BLAS_FUNC(axpy)(&N,&a,X,&intone,Y,&intone);
  47. }
  48. static inline void cholesky(const gene_matrix & X, gene_matrix & C, int N){
  49. int N2 = N*N;
  50. BLAS_FUNC(copy)(&N2, X, &intone, C, &intone);
  51. char uplo = 'L';
  52. int info = 0;
  53. BLAS_FUNC(potrf)(&uplo, &N, C, &N, &info);
  54. if(info!=0) std::cerr << "potrf_ error " << info << "\n";
  55. }
  56. static inline void partial_lu_decomp(const gene_matrix & X, gene_matrix & C, int N){
  57. int N2 = N*N;
  58. BLAS_FUNC(copy)(&N2, X, &intone, C, &intone);
  59. int info = 0;
  60. int * ipiv = (int*)alloca(sizeof(int)*N);
  61. BLAS_FUNC(getrf)(&N, &N, C, &N, ipiv, &info);
  62. if(info!=0) std::cerr << "getrf_ error " << info << "\n";
  63. }
  64. static inline void trisolve_lower(const gene_matrix & L, const gene_vector& B, gene_vector & X, int N){
  65. BLAS_FUNC(copy)(&N, B, &intone, X, &intone);
  66. BLAS_FUNC(trsv)(&lower, &notrans, &nonunit, &N, L, &N, X, &intone);
  67. }
  68. static inline void trisolve_lower_matrix(const gene_matrix & L, const gene_matrix& B, gene_matrix & X, int N){
  69. BLAS_FUNC(copy)(&N, B, &intone, X, &intone);
  70. BLAS_FUNC(trsm)(&right, &lower, &notrans, &nonunit, &N, &N, &fone, L, &N, X, &N);
  71. }
  72. static inline void trmm(gene_matrix & A, gene_matrix & B, gene_matrix & /*X*/, int N){
  73. BLAS_FUNC(trmm)(&left, &lower, &notrans,&nonunit, &N,&N,&fone,A,&N,B,&N);
  74. }
  75. #ifdef HAS_LAPACK
  76. static inline void lu_decomp(const gene_matrix & X, gene_matrix & C, int N){
  77. int N2 = N*N;
  78. BLAS_FUNC(copy)(&N2, X, &intone, C, &intone);
  79. int info = 0;
  80. int * ipiv = (int*)alloca(sizeof(int)*N);
  81. int * jpiv = (int*)alloca(sizeof(int)*N);
  82. BLAS_FUNC(getc2)(&N, C, &N, ipiv, jpiv, &info);
  83. }
  84. static inline void hessenberg(const gene_matrix & X, gene_matrix & C, int N){
  85. {
  86. int N2 = N*N;
  87. int inc = 1;
  88. BLAS_FUNC(copy)(&N2, X, &inc, C, &inc);
  89. }
  90. int info = 0;
  91. int ilo = 1;
  92. int ihi = N;
  93. int bsize = 64;
  94. int worksize = N*bsize;
  95. SCALAR* d = new SCALAR[N+worksize];
  96. BLAS_FUNC(gehrd)(&N, &ilo, &ihi, C, &N, d, d+N, &worksize, &info);
  97. delete[] d;
  98. }
  99. static inline void tridiagonalization(const gene_matrix & X, gene_matrix & C, int N){
  100. {
  101. int N2 = N*N;
  102. int inc = 1;
  103. BLAS_FUNC(copy)(&N2, X, &inc, C, &inc);
  104. }
  105. char uplo = 'U';
  106. int info = 0;
  107. int bsize = 64;
  108. int worksize = N*bsize;
  109. SCALAR* d = new SCALAR[3*N+worksize];
  110. BLAS_FUNC(sytrd)(&uplo, &N, C, &N, d, d+N, d+2*N, d+3*N, &worksize, &info);
  111. delete[] d;
  112. }
  113. #endif // HAS_LAPACK
  114. };
  115. SCALAR blas_interface<SCALAR>::fone = SCALAR(1);
  116. SCALAR blas_interface<SCALAR>::fzero = SCALAR(0);