#define BLAS_FUNC(NAME) CAT(CAT(SCALAR_PREFIX, NAME), _) template <> class blas_interface : public c_interface_base { public: static SCALAR fone; static SCALAR fzero; static inline std::string name() { return MAKE_STRING(CBLASNAME); } static inline void matrix_vector_product(gene_matrix& A, gene_vector& B, gene_vector& X, int N) { BLAS_FUNC(gemv)(¬rans, &N, &N, &fone, A, &N, B, &intone, &fzero, X, &intone); } static inline void symv(gene_matrix& A, gene_vector& B, gene_vector& X, int N) { BLAS_FUNC(symv)(&lower, &N, &fone, A, &N, B, &intone, &fzero, X, &intone); } static inline void syr2(gene_matrix& A, gene_vector& B, gene_vector& X, int N) { BLAS_FUNC(syr2)(&lower, &N, &fone, B, &intone, X, &intone, A, &N); } static inline void ger(gene_matrix& A, gene_vector& X, gene_vector& Y, int N) { BLAS_FUNC(ger)(&N, &N, &fone, X, &intone, Y, &intone, A, &N); } static inline void rot(gene_vector& A, gene_vector& B, SCALAR c, SCALAR s, int N) { BLAS_FUNC(rot)(&N, A, &intone, B, &intone, &c, &s); } static inline void atv_product(gene_matrix& A, gene_vector& B, gene_vector& X, int N) { BLAS_FUNC(gemv)(&trans, &N, &N, &fone, A, &N, B, &intone, &fzero, X, &intone); } static inline void matrix_matrix_product(gene_matrix& A, gene_matrix& B, gene_matrix& X, int N) { BLAS_FUNC(gemm)(¬rans, ¬rans, &N, &N, &N, &fone, A, &N, B, &N, &fzero, X, &N); } static inline void transposed_matrix_matrix_product(gene_matrix& A, gene_matrix& B, gene_matrix& X, int N) { BLAS_FUNC(gemm)(¬rans, ¬rans, &N, &N, &N, &fone, A, &N, B, &N, &fzero, X, &N); } static inline void ata_product(gene_matrix& A, gene_matrix& X, int N) { BLAS_FUNC(syrk)(&lower, &trans, &N, &N, &fone, A, &N, &fzero, X, &N); } static inline void aat_product(gene_matrix& A, gene_matrix& X, int N) { BLAS_FUNC(syrk)(&lower, ¬rans, &N, &N, &fone, A, &N, &fzero, X, &N); } static inline void axpy(SCALAR coef, const gene_vector& X, gene_vector& Y, int N) { BLAS_FUNC(axpy)(&N, &coef, X, &intone, Y, &intone); } static inline void axpby(SCALAR a, const gene_vector& X, SCALAR b, gene_vector& Y, int N) { BLAS_FUNC(scal)(&N, &b, Y, &intone); BLAS_FUNC(axpy)(&N, &a, X, &intone, Y, &intone); } static inline void cholesky(const gene_matrix& X, gene_matrix& C, int N) { int N2 = N * N; BLAS_FUNC(copy)(&N2, X, &intone, C, &intone); char uplo = 'L'; int info = 0; BLAS_FUNC(potrf)(&uplo, &N, C, &N, &info); if (info != 0) std::cerr << "potrf_ error " << info << "\n"; } static inline void partial_lu_decomp(const gene_matrix& X, gene_matrix& C, int N) { int N2 = N * N; BLAS_FUNC(copy)(&N2, X, &intone, C, &intone); int info = 0; int* ipiv = (int*)alloca(sizeof(int) * N); BLAS_FUNC(getrf)(&N, &N, C, &N, ipiv, &info); if (info != 0) std::cerr << "getrf_ error " << info << "\n"; } static inline void trisolve_lower(const gene_matrix& L, const gene_vector& B, gene_vector& X, int N) { BLAS_FUNC(copy)(&N, B, &intone, X, &intone); BLAS_FUNC(trsv)(&lower, ¬rans, &nonunit, &N, L, &N, X, &intone); } static inline void trisolve_lower_matrix(const gene_matrix& L, const gene_matrix& B, gene_matrix& X, int N) { BLAS_FUNC(copy)(&N, B, &intone, X, &intone); BLAS_FUNC(trsm)(&right, &lower, ¬rans, &nonunit, &N, &N, &fone, L, &N, X, &N); } static inline void trmm(gene_matrix& A, gene_matrix& B, gene_matrix& /*X*/, int N) { BLAS_FUNC(trmm)(&left, &lower, ¬rans, &nonunit, &N, &N, &fone, A, &N, B, &N); } #ifdef HAS_LAPACK static inline void lu_decomp(const gene_matrix& X, gene_matrix& C, int N) { int N2 = N * N; BLAS_FUNC(copy)(&N2, X, &intone, C, &intone); int info = 0; int* ipiv = (int*)alloca(sizeof(int) * N); int* jpiv = (int*)alloca(sizeof(int) * N); BLAS_FUNC(getc2)(&N, C, &N, ipiv, jpiv, &info); } static inline void hessenberg(const gene_matrix& X, gene_matrix& C, int N) { { int N2 = N * N; int inc = 1; BLAS_FUNC(copy)(&N2, X, &inc, C, &inc); } int info = 0; int ilo = 1; int ihi = N; int bsize = 64; int worksize = N * bsize; SCALAR* d = new SCALAR[N + worksize]; BLAS_FUNC(gehrd)(&N, &ilo, &ihi, C, &N, d, d + N, &worksize, &info); delete[] d; } static inline void tridiagonalization(const gene_matrix& X, gene_matrix& C, int N) { { int N2 = N * N; int inc = 1; BLAS_FUNC(copy)(&N2, X, &inc, C, &inc); } char uplo = 'U'; int info = 0; int bsize = 64; int worksize = N * bsize; SCALAR* d = new SCALAR[3 * N + worksize]; BLAS_FUNC(sytrd)(&uplo, &N, C, &N, d, d + N, d + 2 * N, d + 3 * N, &worksize, &info); delete[] d; } #endif // HAS_LAPACK }; SCALAR blas_interface::fone = SCALAR(1); SCALAR blas_interface::fzero = SCALAR(0);