Interface Level3

  • All Known Implementing Classes:
    BaseLevel3

    public interface Level3
    • Method Summary

      All Methods Instance Methods Abstract Methods 
      Modifier and Type Method Description
      void gemm​(char Order, char TransA, char TransB, double alpha, INDArray A, INDArray B, double beta, INDArray C)
      gemm performs a matrix-matrix operation c := alpha*op(a)*op(b) + beta*c, where c is an m-by-n matrix, op(a) is an m-by-k matrix, op(b) is a k-by-n matrix.
      void gemm​(INDArray A, INDArray B, INDArray C, boolean transposeA, boolean transposeB, double alpha, double beta)
      A convenience method for matrix-matrix operations with transposes.
      void symm​(char Order, char Side, char Uplo, double alpha, INDArray A, INDArray B, double beta, INDArray C)
      her2k performs a rank-2k update of an n-by-n Hermitian matrix c, that is, one of the following operations: c := alpha*a*conjg(b') + conjg(alpha)*b*conjg(a') + beta*c, for trans = 'N'or'n' c := alpha*conjg(b')*a + conjg(alpha)*conjg(a')*b + beta*c, for trans = 'C'or'c' where c is an n-by-n Hermitian matrix; a and b are n-by-k matrices if trans = 'N'or'n', a and b are k-by-n matrices if trans = 'C'or'c'.
      void syr2k​(char Order, char Uplo, char Trans, double alpha, INDArray A, INDArray B, double beta, INDArray C)
      yr2k performs a rank-2k update of an n-by-n symmetric matrix c, that is, one of the following operations: c := alpha*a*b' + alpha*b*a' + beta*c for trans = 'N'or'n' c := alpha*a'*b + alpha*b'*a + beta*c for trans = 'T'or't', where c is an n-by-n symmetric matrix; a and b are n-by-k matrices, if trans = 'N'or'n', a and b are k-by-n matrices, if trans = 'T'or't'.
      void syrk​(char Order, char Uplo, char Trans, double alpha, INDArray A, double beta, INDArray C)
      syrk performs a rank-n update of an n-by-n symmetric matrix c, that is, one of the following operations: c := alpha*a*a' + beta*c for trans = 'N'or'n' c := alpha*a'*a + beta*c for trans = 'T'or't','C'or'c', where c is an n-by-n symmetric matrix; a is an n-by-k matrix, if trans = 'N'or'n', a is a k-by-n matrix, if trans = 'T'or't','C'or'c'.
      void trmm​(char Order, char Side, char Uplo, char TransA, char Diag, double alpha, INDArray A, INDArray B, INDArray C)
      syr2k performs a rank-2k update of an n-by-n symmetric matrix c, that is, one of the following operations: c := alpha*a*b' + alpha*b*a' + beta*c for trans = 'N'or'n' c := alpha*a'*b + alpha*b'*a + beta*c for trans = 'T'or't', where c is an n-by-n symmetric matrix; a and b are n-by-k matrices, if trans = 'N'or'n', a and b are k-by-n matrices, if trans = 'T'or't'.
      void trsm​(char Order, char Side, char Uplo, char TransA, char Diag, double alpha, INDArray A, INDArray B)
      ?trsm solves one of the following matrix equations: op(a)*x = alpha*b or x*op(a) = alpha*b, where x and b are m-by-n general matrices, and a is triangular; op(a) must be an m-by-m matrix, if side = 'L'or'l' op(a) must be an n-by-n matrix, if side = 'R'or'r'.
    • Method Detail

      • gemm

        void gemm​(char Order,
                  char TransA,
                  char TransB,
                  double alpha,
                  INDArray A,
                  INDArray B,
                  double beta,
                  INDArray C)
        gemm performs a matrix-matrix operation c := alpha*op(a)*op(b) + beta*c, where c is an m-by-n matrix, op(a) is an m-by-k matrix, op(b) is a k-by-n matrix.
        Parameters:
        Order -
        TransA -
        TransB -
        alpha -
        A -
        B -
        beta -
        C -
      • gemm

        void gemm​(INDArray A,
                  INDArray B,
                  INDArray C,
                  boolean transposeA,
                  boolean transposeB,
                  double alpha,
                  double beta)
        A convenience method for matrix-matrix operations with transposes. Implements C = alpha*op(A)*op(B) + beta*C Matrices A and B can be any order and offset (though will have copy overhead if elements are not contiguous in buffer) but matrix C MUST be f order, 0 offset and have length == data.length
      • symm

        void symm​(char Order,
                  char Side,
                  char Uplo,
                  double alpha,
                  INDArray A,
                  INDArray B,
                  double beta,
                  INDArray C)
        her2k performs a rank-2k update of an n-by-n Hermitian matrix c, that is, one of the following operations: c := alpha*a*conjg(b') + conjg(alpha)*b*conjg(a') + beta*c, for trans = 'N'or'n' c := alpha*conjg(b')*a + conjg(alpha)*conjg(a')*b + beta*c, for trans = 'C'or'c' where c is an n-by-n Hermitian matrix; a and b are n-by-k matrices if trans = 'N'or'n', a and b are k-by-n matrices if trans = 'C'or'c'.
        Parameters:
        Order -
        Side -
        Uplo -
        alpha -
        A -
        B -
        beta -
        C -
      • syrk

        void syrk​(char Order,
                  char Uplo,
                  char Trans,
                  double alpha,
                  INDArray A,
                  double beta,
                  INDArray C)
        syrk performs a rank-n update of an n-by-n symmetric matrix c, that is, one of the following operations: c := alpha*a*a' + beta*c for trans = 'N'or'n' c := alpha*a'*a + beta*c for trans = 'T'or't','C'or'c', where c is an n-by-n symmetric matrix; a is an n-by-k matrix, if trans = 'N'or'n', a is a k-by-n matrix, if trans = 'T'or't','C'or'c'.
        Parameters:
        Order -
        Uplo -
        Trans -
        alpha -
        A -
        beta -
        C -
      • syr2k

        void syr2k​(char Order,
                   char Uplo,
                   char Trans,
                   double alpha,
                   INDArray A,
                   INDArray B,
                   double beta,
                   INDArray C)
        yr2k performs a rank-2k update of an n-by-n symmetric matrix c, that is, one of the following operations: c := alpha*a*b' + alpha*b*a' + beta*c for trans = 'N'or'n' c := alpha*a'*b + alpha*b'*a + beta*c for trans = 'T'or't', where c is an n-by-n symmetric matrix; a and b are n-by-k matrices, if trans = 'N'or'n', a and b are k-by-n matrices, if trans = 'T'or't'.
        Parameters:
        Order -
        Uplo -
        Trans -
        alpha -
        A -
        B -
        beta -
        C -
      • trmm

        void trmm​(char Order,
                  char Side,
                  char Uplo,
                  char TransA,
                  char Diag,
                  double alpha,
                  INDArray A,
                  INDArray B,
                  INDArray C)
        syr2k performs a rank-2k update of an n-by-n symmetric matrix c, that is, one of the following operations: c := alpha*a*b' + alpha*b*a' + beta*c for trans = 'N'or'n' c := alpha*a'*b + alpha*b'*a + beta*c for trans = 'T'or't', where c is an n-by-n symmetric matrix; a and b are n-by-k matrices, if trans = 'N'or'n', a and b are k-by-n matrices, if trans = 'T'or't'.
        Parameters:
        Order -
        Side -
        Uplo -
        TransA -
        Diag -
        alpha -
        A -
        B -
        C -
      • trsm

        void trsm​(char Order,
                  char Side,
                  char Uplo,
                  char TransA,
                  char Diag,
                  double alpha,
                  INDArray A,
                  INDArray B)
        ?trsm solves one of the following matrix equations: op(a)*x = alpha*b or x*op(a) = alpha*b, where x and b are m-by-n general matrices, and a is triangular; op(a) must be an m-by-m matrix, if side = 'L'or'l' op(a) must be an n-by-n matrix, if side = 'R'or'r'. For the definition of op(a), see Matrix Arguments. The routine overwrites x on b.
        Parameters:
        Order -
        Side -
        Uplo -
        TransA -
        Diag -
        alpha -
        A -
        B -