package owl

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CBLAS interface: high-level interface beween Owl and level-1, level-2, level-3 BLAS functions.

Please refer to: Intel Math Kernel Library in the CBLAS interface url: https://software.intel.com/en-us/mkl-developer-reference-c

Type definition
type ('a, 'b) t = ('a, 'b, Bigarray.c_layout) Bigarray.Array1.t

The default type is Bigarray's ``Array1.t``.

type cblas_layout =
  1. | CblasRowMajor
  2. | CblasColMajor
    (*

    Layout type, Row-major or Column-major.

    *)
type cblas_transpose =
  1. | CblasNoTrans
  2. | CblasTrans
  3. | CblasConjTrans
    (*

    Transpose type, no transpose, transpose, or conjugate transpose.

    *)
type cblas_uplo =
  1. | CblasUpper
  2. | CblasLower
    (*

    Upper or lower triangular matrix.

    *)
type cblas_diag =
  1. | CblasNonUnit
  2. | CblasUnit
    (*

    Diag type, unit triangular.

    *)
type cblas_side =
  1. | CblasLeft
  2. | CblasRight
    (*

    Side type

    *)
Level-1 BLAS: vector-vector operations
val rotg : float -> float -> float * float * float * float

Computes the parameters for a Givens rotation.

val rotmg : ('a, 'b) Bigarray.kind -> float -> float -> float -> float -> float * float * float * ('a, 'b) t

Computes the parameters for a modified Givens rotation.

val rot : int -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> float -> float -> unit

Performs rotation of points in the plane.

val rotm : int -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> ('a, 'b) t -> unit

Performs modified Givens rotation of points in the plane

val swap : int -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> unit

Swaps a vector with another vector.

val scal : int -> 'a -> ('a, 'b) t -> int -> unit

Computes the product of a vector and a scalar.

val cszd_scal : int -> float -> (Stdlib.Complex.t, 'a) t -> int -> unit

Computes the product of a complex vector and a float number.

val copy : int -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> unit

Copies vector to another vector.

val axpy : int -> 'a -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> unit

Computes a vector-scalar product and adds the result to a vector.

val dot : ?conj:bool -> int -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> 'a

Computes a vector-vector dot product. conj is for complex numbers, true indicates conjugated, false indicates unconjugated.

val sdsdot : int -> float -> (float, Bigarray.float32_elt) t -> int -> (float, Bigarray.float32_elt) t -> int -> float

Computes a vector-vector dot product extended precision accumulation.

val dsdot : int -> (float, Bigarray.float32_elt) t -> int -> (float, Bigarray.float32_elt) t -> int -> float

Computes a vector-vector dot product extended precision accumulation.

val nrm2 : int -> ('a, 'b) t -> int -> float

Computes the Euclidean norm of a vector.

val asum : int -> ('a, 'b) t -> int -> float

Computes the sum of magnitudes of the vector elements.

val amax : int -> ('a, 'b) t -> int -> int

Finds the index of the element with maximum absolute value.

Level-2 BLAS: matrix-vector operations
val gemv : cblas_layout -> cblas_transpose -> int -> int -> 'a -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> 'a -> ('a, 'b) t -> int -> unit

Computes a matrix-vector product using a general matrix

val gbmv : cblas_layout -> cblas_transpose -> int -> int -> int -> int -> 'a -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> 'a -> ('a, 'b) t -> int -> unit

Computes a matrix-vector product using a general band matrix

val trmv : cblas_layout -> cblas_uplo -> cblas_transpose -> cblas_diag -> int -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> unit

Computes a matrix-vector product using a triangular matrix.

val tbmv : cblas_layout -> cblas_uplo -> cblas_transpose -> cblas_diag -> int -> int -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> unit

Computes a matrix-vector product using a triangular band matrix.

val tpmv : cblas_layout -> cblas_uplo -> cblas_transpose -> cblas_diag -> int -> ('a, 'b) t -> ('a, 'b) t -> int -> unit

Computes a matrix-vector product using a triangular packed matrix.

val trsv : cblas_layout -> cblas_uplo -> cblas_transpose -> cblas_diag -> int -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> unit

Solves a system of linear equations whose coefficients are in a triangular matrix.

val tbsv : cblas_layout -> cblas_uplo -> cblas_transpose -> cblas_diag -> int -> int -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> unit

Solves a system of linear equations whose coefficients are in a triangular band matrix.

val tpsv : cblas_layout -> cblas_uplo -> cblas_transpose -> cblas_diag -> int -> ('a, 'b) t -> ('a, 'b) t -> int -> unit

Solves a system of linear equations whose coefficients are in a triangular packed matrix.

val symv : cblas_layout -> cblas_uplo -> int -> float -> (float, 'a) t -> int -> (float, 'a) t -> int -> float -> (float, 'a) t -> int -> unit

Computes a matrix-vector product for a symmetric matrix.

val sbmv : cblas_layout -> cblas_uplo -> int -> int -> float -> (float, 'a) t -> int -> (float, 'a) t -> int -> float -> (float, 'a) t -> int -> unit

Computes a matrix-vector product using a symmetric band matrix.

val spmv : cblas_layout -> cblas_uplo -> int -> int -> float -> (float, 'a) t -> (float, 'a) t -> int -> float -> (float, 'a) t -> int -> unit

Computes a matrix-vector product using a symmetric packed matrix.

val ger : ?conj:bool -> cblas_layout -> int -> int -> 'a -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> unit

Performs a rank-1 update of a general matrix. conj is for complex numbers, true indicates conjugated, false indicates unconjugated.

val syr : cblas_layout -> cblas_uplo -> int -> float -> (float, 'a) t -> int -> (float, 'a) t -> int -> unit

Performs a rank-1 update of a symmetric matrix.

val spr : cblas_layout -> cblas_uplo -> int -> float -> (float, 'a) t -> int -> (float, 'a) t -> unit

Performs a rank-1 update of a symmetric packed matrix.

val syr2 : cblas_layout -> cblas_uplo -> int -> float -> (float, 'a) t -> int -> (float, 'a) t -> int -> (float, 'a) t -> int -> unit

Performs a rank-2 update of symmetric matrix.

val spr2 : cblas_layout -> cblas_uplo -> int -> float -> (float, 'a) t -> int -> (float, 'a) t -> int -> (float, 'a) t -> unit

Performs a rank-2 update of a symmetric packed matrix.

val hemv : cblas_layout -> cblas_uplo -> int -> Stdlib.Complex.t -> (Stdlib.Complex.t, 'a) t -> int -> (Stdlib.Complex.t, 'a) t -> int -> Stdlib.Complex.t -> (Stdlib.Complex.t, 'a) t -> int -> unit

Computes a matrix-vector product using a Hermitian matrix.

val hbmv : cblas_layout -> cblas_uplo -> int -> int -> Stdlib.Complex.t -> (Stdlib.Complex.t, 'a) t -> int -> (Stdlib.Complex.t, 'a) t -> int -> Stdlib.Complex.t -> (Stdlib.Complex.t, 'a) t -> int -> unit

Computes a matrix-vector product using a Hermitian band matrix.

val hpmv : cblas_layout -> cblas_uplo -> int -> Stdlib.Complex.t -> (Stdlib.Complex.t, 'a) t -> (Stdlib.Complex.t, 'a) t -> int -> Stdlib.Complex.t -> (Stdlib.Complex.t, 'a) t -> int -> unit

Computes a matrix-vector product using a Hermitian packed matrix.

val her : cblas_layout -> cblas_uplo -> int -> float -> (Stdlib.Complex.t, 'a) t -> int -> (Stdlib.Complex.t, 'a) t -> int -> unit

Performs a rank-1 update of a Hermitian matrix.

val hpr : cblas_layout -> cblas_uplo -> int -> float -> (Stdlib.Complex.t, 'a) t -> int -> (Stdlib.Complex.t, 'a) t -> unit

Performs a rank-1 update of a Hermitian packed matrix.

val her2 : cblas_layout -> cblas_uplo -> int -> Stdlib.Complex.t -> (Stdlib.Complex.t, 'a) t -> int -> (Stdlib.Complex.t, 'a) t -> int -> (Stdlib.Complex.t, 'a) t -> int -> unit

Performs a rank-2 update of a Hermitian matrix.

val hpr2 : cblas_layout -> cblas_uplo -> int -> Stdlib.Complex.t -> (Stdlib.Complex.t, 'a) t -> int -> (Stdlib.Complex.t, 'a) t -> int -> (Stdlib.Complex.t, 'a) t -> unit

Performs a rank-2 update of a Hermitian packed matrix.

Level-3 BLAS: matrix-matrix operations
val gemm : cblas_layout -> cblas_transpose -> cblas_transpose -> int -> int -> int -> 'a -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> 'a -> ('a, 'b) t -> int -> unit

Computes a matrix-matrix product with general matrices.

val symm : cblas_layout -> cblas_side -> cblas_uplo -> int -> int -> 'a -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> 'a -> ('a, 'b) t -> int -> unit

Computes a matrix-matrix product where one input matrix is symmetric.

val syrk : cblas_layout -> cblas_uplo -> cblas_transpose -> int -> int -> 'a -> ('a, 'b) t -> int -> 'a -> ('a, 'b) t -> int -> unit

Performs a symmetric rank-k update.

val syr2k : cblas_layout -> cblas_uplo -> cblas_transpose -> int -> int -> 'a -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> 'a -> ('a, 'b) t -> int -> unit

Performs a symmetric rank-2k update.

val trmm : cblas_layout -> cblas_side -> cblas_uplo -> cblas_transpose -> cblas_diag -> int -> int -> 'a -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> unit

Computes a matrix-matrix product where one input matrix is triangular.

val trsm : cblas_layout -> cblas_side -> cblas_uplo -> cblas_transpose -> cblas_diag -> int -> int -> 'a -> ('a, 'b) t -> int -> ('a, 'b) t -> int -> unit

Solves a triangular matrix equation.

val hemm : cblas_layout -> cblas_side -> cblas_uplo -> int -> int -> Stdlib.Complex.t -> (Stdlib.Complex.t, 'a) t -> int -> (Stdlib.Complex.t, 'a) t -> int -> Stdlib.Complex.t -> (Stdlib.Complex.t, 'a) t -> int -> unit

Computes a matrix-matrix product where one input matrix is Hermitian.

val herk : cblas_layout -> cblas_uplo -> cblas_transpose -> int -> int -> float -> (Stdlib.Complex.t, 'a) t -> int -> float -> (Stdlib.Complex.t, 'a) t -> int -> unit

Performs a Hermitian rank-k update.

val her2k : cblas_layout -> cblas_uplo -> cblas_transpose -> int -> int -> Stdlib.Complex.t -> (Stdlib.Complex.t, 'a) t -> int -> (Stdlib.Complex.t, 'a) t -> int -> float -> (Stdlib.Complex.t, 'a) t -> int -> unit

Performs a Hermitian rank-2k update.

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