Narayan Kamath | c981c48 | 2012-11-02 10:59:05 +0000 | [diff] [blame] | 1 | |
| 2 | #define BLAS_FUNC(NAME) CAT(CAT(SCALAR_PREFIX,NAME),_) |
| 3 | |
| 4 | template<> class blas_interface<SCALAR> : public c_interface_base<SCALAR> |
| 5 | { |
| 6 | |
| 7 | public : |
| 8 | |
| 9 | static SCALAR fone; |
| 10 | static SCALAR fzero; |
| 11 | |
| 12 | static inline std::string name() |
| 13 | { |
| 14 | return MAKE_STRING(CBLASNAME); |
| 15 | } |
| 16 | |
| 17 | static inline void matrix_vector_product(gene_matrix & A, gene_vector & B, gene_vector & X, int N){ |
| 18 | BLAS_FUNC(gemv)(¬rans,&N,&N,&fone,A,&N,B,&intone,&fzero,X,&intone); |
| 19 | } |
| 20 | |
| 21 | static inline void symv(gene_matrix & A, gene_vector & B, gene_vector & X, int N){ |
| 22 | BLAS_FUNC(symv)(&lower, &N,&fone,A,&N,B,&intone,&fzero,X,&intone); |
| 23 | } |
| 24 | |
| 25 | static inline void syr2(gene_matrix & A, gene_vector & B, gene_vector & X, int N){ |
| 26 | BLAS_FUNC(syr2)(&lower,&N,&fone,B,&intone,X,&intone,A,&N); |
| 27 | } |
| 28 | |
| 29 | static inline void ger(gene_matrix & A, gene_vector & X, gene_vector & Y, int N){ |
| 30 | BLAS_FUNC(ger)(&N,&N,&fone,X,&intone,Y,&intone,A,&N); |
| 31 | } |
| 32 | |
| 33 | static inline void rot(gene_vector & A, gene_vector & B, SCALAR c, SCALAR s, int N){ |
| 34 | BLAS_FUNC(rot)(&N,A,&intone,B,&intone,&c,&s); |
| 35 | } |
| 36 | |
| 37 | static inline void atv_product(gene_matrix & A, gene_vector & B, gene_vector & X, int N){ |
| 38 | BLAS_FUNC(gemv)(&trans,&N,&N,&fone,A,&N,B,&intone,&fzero,X,&intone); |
| 39 | } |
| 40 | |
| 41 | static inline void matrix_matrix_product(gene_matrix & A, gene_matrix & B, gene_matrix & X, int N){ |
| 42 | BLAS_FUNC(gemm)(¬rans,¬rans,&N,&N,&N,&fone,A,&N,B,&N,&fzero,X,&N); |
| 43 | } |
| 44 | |
| 45 | static inline void transposed_matrix_matrix_product(gene_matrix & A, gene_matrix & B, gene_matrix & X, int N){ |
| 46 | BLAS_FUNC(gemm)(¬rans,¬rans,&N,&N,&N,&fone,A,&N,B,&N,&fzero,X,&N); |
| 47 | } |
| 48 | |
| 49 | // static inline void ata_product(gene_matrix & A, gene_matrix & X, int N){ |
| 50 | // ssyrk_(&lower,&trans,&N,&N,&fone,A,&N,&fzero,X,&N); |
| 51 | // } |
| 52 | |
| 53 | static inline void aat_product(gene_matrix & A, gene_matrix & X, int N){ |
| 54 | BLAS_FUNC(syrk)(&lower,¬rans,&N,&N,&fone,A,&N,&fzero,X,&N); |
| 55 | } |
| 56 | |
| 57 | static inline void axpy(SCALAR coef, const gene_vector & X, gene_vector & Y, int N){ |
| 58 | BLAS_FUNC(axpy)(&N,&coef,X,&intone,Y,&intone); |
| 59 | } |
| 60 | |
| 61 | static inline void axpby(SCALAR a, const gene_vector & X, SCALAR b, gene_vector & Y, int N){ |
| 62 | BLAS_FUNC(scal)(&N,&b,Y,&intone); |
| 63 | BLAS_FUNC(axpy)(&N,&a,X,&intone,Y,&intone); |
| 64 | } |
| 65 | |
| 66 | static inline void cholesky(const gene_matrix & X, gene_matrix & C, int N){ |
| 67 | int N2 = N*N; |
| 68 | BLAS_FUNC(copy)(&N2, X, &intone, C, &intone); |
| 69 | char uplo = 'L'; |
| 70 | int info = 0; |
| 71 | BLAS_FUNC(potrf)(&uplo, &N, C, &N, &info); |
| 72 | if(info!=0) std::cerr << "potrf_ error " << info << "\n"; |
| 73 | } |
| 74 | |
| 75 | static inline void partial_lu_decomp(const gene_matrix & X, gene_matrix & C, int N){ |
| 76 | int N2 = N*N; |
| 77 | BLAS_FUNC(copy)(&N2, X, &intone, C, &intone); |
Narayan Kamath | c981c48 | 2012-11-02 10:59:05 +0000 | [diff] [blame] | 78 | int info = 0; |
| 79 | int * ipiv = (int*)alloca(sizeof(int)*N); |
| 80 | BLAS_FUNC(getrf)(&N, &N, C, &N, ipiv, &info); |
| 81 | if(info!=0) std::cerr << "getrf_ error " << info << "\n"; |
| 82 | } |
| 83 | |
| 84 | static inline void trisolve_lower(const gene_matrix & L, const gene_vector& B, gene_vector & X, int N){ |
| 85 | BLAS_FUNC(copy)(&N, B, &intone, X, &intone); |
| 86 | BLAS_FUNC(trsv)(&lower, ¬rans, &nonunit, &N, L, &N, X, &intone); |
| 87 | } |
| 88 | |
| 89 | static inline void trisolve_lower_matrix(const gene_matrix & L, const gene_matrix& B, gene_matrix & X, int N){ |
| 90 | BLAS_FUNC(copy)(&N, B, &intone, X, &intone); |
| 91 | BLAS_FUNC(trsm)(&right, &lower, ¬rans, &nonunit, &N, &N, &fone, L, &N, X, &N); |
| 92 | } |
| 93 | |
Miao Wang | 2b8756b | 2017-03-06 13:45:08 -0800 | [diff] [blame] | 94 | static inline void trmm(gene_matrix & A, gene_matrix & B, gene_matrix & /*X*/, int N){ |
Narayan Kamath | c981c48 | 2012-11-02 10:59:05 +0000 | [diff] [blame] | 95 | BLAS_FUNC(trmm)(&left, &lower, ¬rans,&nonunit, &N,&N,&fone,A,&N,B,&N); |
| 96 | } |
| 97 | |
| 98 | #ifdef HAS_LAPACK |
| 99 | |
| 100 | static inline void lu_decomp(const gene_matrix & X, gene_matrix & C, int N){ |
| 101 | int N2 = N*N; |
| 102 | BLAS_FUNC(copy)(&N2, X, &intone, C, &intone); |
Narayan Kamath | c981c48 | 2012-11-02 10:59:05 +0000 | [diff] [blame] | 103 | int info = 0; |
| 104 | int * ipiv = (int*)alloca(sizeof(int)*N); |
| 105 | int * jpiv = (int*)alloca(sizeof(int)*N); |
| 106 | BLAS_FUNC(getc2)(&N, C, &N, ipiv, jpiv, &info); |
| 107 | } |
| 108 | |
| 109 | |
| 110 | |
| 111 | static inline void hessenberg(const gene_matrix & X, gene_matrix & C, int N){ |
| 112 | { |
| 113 | int N2 = N*N; |
| 114 | int inc = 1; |
| 115 | BLAS_FUNC(copy)(&N2, X, &inc, C, &inc); |
| 116 | } |
| 117 | int info = 0; |
| 118 | int ilo = 1; |
| 119 | int ihi = N; |
| 120 | int bsize = 64; |
| 121 | int worksize = N*bsize; |
| 122 | SCALAR* d = new SCALAR[N+worksize]; |
| 123 | BLAS_FUNC(gehrd)(&N, &ilo, &ihi, C, &N, d, d+N, &worksize, &info); |
| 124 | delete[] d; |
| 125 | } |
| 126 | |
| 127 | static inline void tridiagonalization(const gene_matrix & X, gene_matrix & C, int N){ |
| 128 | { |
| 129 | int N2 = N*N; |
| 130 | int inc = 1; |
| 131 | BLAS_FUNC(copy)(&N2, X, &inc, C, &inc); |
| 132 | } |
| 133 | char uplo = 'U'; |
| 134 | int info = 0; |
Narayan Kamath | c981c48 | 2012-11-02 10:59:05 +0000 | [diff] [blame] | 135 | int bsize = 64; |
| 136 | int worksize = N*bsize; |
| 137 | SCALAR* d = new SCALAR[3*N+worksize]; |
| 138 | BLAS_FUNC(sytrd)(&uplo, &N, C, &N, d, d+N, d+2*N, d+3*N, &worksize, &info); |
| 139 | delete[] d; |
| 140 | } |
| 141 | |
| 142 | #endif // HAS_LAPACK |
| 143 | |
| 144 | }; |
| 145 | |
| 146 | SCALAR blas_interface<SCALAR>::fone = SCALAR(1); |
| 147 | SCALAR blas_interface<SCALAR>::fzero = SCALAR(0); |