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MAGMA
2.0.2
Matrix Algebra for GPU and Multicore Architectures
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Functions | |
magma_int_t | magma_cgebrd (magma_int_t m, magma_int_t n, magmaFloatComplex *A, magma_int_t lda, float *d, float *e, magmaFloatComplex *tauq, magmaFloatComplex *taup, magmaFloatComplex *work, magma_int_t lwork, magma_int_t *info) |
CGEBRD reduces a general complex M-by-N matrix A to upper or lower bidiagonal form B by an orthogonal transformation: Q**H * A * P = B. More... | |
magma_int_t | magma_cungbr (magma_vect_t vect, magma_int_t m, magma_int_t n, magma_int_t k, magmaFloatComplex *A, magma_int_t lda, magmaFloatComplex *tau, magmaFloatComplex *work, magma_int_t lwork, magma_int_t *info) |
CUNGBR generates one of the complex unitary matrices Q or P**H determined by CGEBRD when reducing a complex matrix A to bidiagonal form: A = Q * B * P**H. More... | |
magma_int_t | magma_cunmbr (magma_vect_t vect, magma_side_t side, magma_trans_t trans, magma_int_t m, magma_int_t n, magma_int_t k, magmaFloatComplex *A, magma_int_t lda, magmaFloatComplex *tau, magmaFloatComplex *C, magma_int_t ldc, magmaFloatComplex *work, magma_int_t lwork, magma_int_t *info) |
CUNMBR multiplies by Q or P as part of the SVD decomposition. More... | |
magma_int_t magma_cgebrd | ( | magma_int_t | m, |
magma_int_t | n, | ||
magmaFloatComplex * | A, | ||
magma_int_t | lda, | ||
float * | d, | ||
float * | e, | ||
magmaFloatComplex * | tauq, | ||
magmaFloatComplex * | taup, | ||
magmaFloatComplex * | work, | ||
magma_int_t | lwork, | ||
magma_int_t * | info | ||
) |
CGEBRD reduces a general complex M-by-N matrix A to upper or lower bidiagonal form B by an orthogonal transformation: Q**H * A * P = B.
If m >= n, B is upper bidiagonal; if m < n, B is lower bidiagonal.
[in] | m | INTEGER The number of rows in the matrix A. M >= 0. |
[in] | n | INTEGER The number of columns in the matrix A. N >= 0. |
[in,out] | A | COMPLEX array, dimension (LDA,N) On entry, the M-by-N general matrix to be reduced. On exit, if m >= n, the diagonal and the first superdiagonal are overwritten with the upper bidiagonal matrix B; the elements below the diagonal, with the array TAUQ, represent the orthogonal matrix Q as a product of elementary reflectors, and the elements above the first superdiagonal, with the array TAUP, represent the orthogonal matrix P as a product of elementary reflectors; if m < n, the diagonal and the first subdiagonal are overwritten with the lower bidiagonal matrix B; the elements below the first subdiagonal, with the array TAUQ, represent the orthogonal matrix Q as a product of elementary reflectors, and the elements above the diagonal, with the array TAUP, represent the orthogonal matrix P as a product of elementary reflectors. See Further Details. |
[in] | lda | INTEGER The leading dimension of the array A. LDA >= max(1,M). |
[out] | d | real array, dimension (min(M,N)) The diagonal elements of the bidiagonal matrix B: D(i) = A(i,i). |
[out] | e | real array, dimension (min(M,N)-1) The off-diagonal elements of the bidiagonal matrix B: if m >= n, E(i) = A(i,i+1) for i = 1,2,...,n-1; if m < n, E(i) = A(i+1,i) for i = 1,2,...,m-1. |
[out] | tauq | COMPLEX array dimension (min(M,N)) The scalar factors of the elementary reflectors which represent the orthogonal matrix Q. See Further Details. |
[out] | taup | COMPLEX array, dimension (min(M,N)) The scalar factors of the elementary reflectors which represent the orthogonal matrix P. See Further Details. |
[out] | work | (workspace) COMPLEX array, dimension (MAX(1,LWORK)) On exit, if INFO = 0, WORK[0] returns the optimal LWORK. |
[in] | lwork | INTEGER The length of the array WORK. LWORK >= (M+N)*NB, where NB is the optimal blocksize. If LWORK = -1, then a workspace query is assumed; the routine only calculates the optimal size of the WORK array, returns this value as the first entry of the WORK array, and no error message related to LWORK is issued by XERBLA. |
[out] | info | INTEGER
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The matrices Q and P are represented as products of elementary reflectors:
If m >= n,
Q = H(1) H(2) . . . H(n) and P = G(1) G(2) . . . G(n-1)
Each H(i) and G(i) has the form:
H(i) = I - tauq * v * v' and G(i) = I - taup * u * u'
where tauq and taup are complex scalars, and v and u are complex vectors; v(1:i-1) = 0, v(i) = 1, and v(i+1:m) is stored on exit in A(i+1:m,i); u(1:i) = 0, u(i+1) = 1, and u(i+2:n) is stored on exit in A(i,i+2:n); tauq is stored in TAUQ(i) and taup in TAUP(i).
If m < n,
Q = H(1) H(2) . . . H(m-1) and P = G(1) G(2) . . . G(m)
Each H(i) and G(i) has the form:
H(i) = I - tauq * v * v' and G(i) = I - taup * u * u'
where tauq and taup are complex scalars, and v and u are complex vectors; v(1:i) = 0, v(i+1) = 1, and v(i+2:m) is stored on exit in A(i+2:m,i); u(1:i-1) = 0, u(i) = 1, and u(i+1:n) is stored on exit in A(i,i+1:n); tauq is stored in TAUQ(i) and taup in TAUP(i).
The contents of A on exit are illustrated by the following examples:
m = 6 and n = 5 (m > n): m = 5 and n = 6 (m < n): ( d e u1 u1 u1 ) ( d u1 u1 u1 u1 u1 ) ( v1 d e u2 u2 ) ( e d u2 u2 u2 u2 ) ( v1 v2 d e u3 ) ( v1 e d u3 u3 u3 ) ( v1 v2 v3 d e ) ( v1 v2 e d u4 u4 ) ( v1 v2 v3 v4 d ) ( v1 v2 v3 e d u5 ) ( v1 v2 v3 v4 v5 )
where d and e denote diagonal and off-diagonal elements of B, vi denotes an element of the vector defining H(i), and ui an element of the vector defining G(i).
magma_int_t magma_cungbr | ( | magma_vect_t | vect, |
magma_int_t | m, | ||
magma_int_t | n, | ||
magma_int_t | k, | ||
magmaFloatComplex * | A, | ||
magma_int_t | lda, | ||
magmaFloatComplex * | tau, | ||
magmaFloatComplex * | work, | ||
magma_int_t | lwork, | ||
magma_int_t * | info | ||
) |
CUNGBR generates one of the complex unitary matrices Q or P**H determined by CGEBRD when reducing a complex matrix A to bidiagonal form: A = Q * B * P**H.
Q and P**H are defined as products of elementary reflectors H(i) or G(i) respectively.
If VECT = MagmaQ, A is assumed to have been an M-by-K matrix, and Q is of order M: if m >= k, Q = H(1) H(2) . . . H(k) and CUNGBR returns the first n columns of Q, where m >= n >= k; if m < k, Q = H(1) H(2) . . . H(m-1) and CUNGBR returns Q as an M-by-M matrix.
If VECT = MagmaP, A is assumed to have been a K-by-N matrix, and P**H is of order N: if k < n, P**H = G(k) . . . G(2) G(1) and CUNGBR returns the first m rows of P**H, where n >= m >= k; if k >= n, P**H = G(n-1) . . . G(2) G(1) and CUNGBR returns P**H as an N-by-N matrix.
[in] | vect | magma_vect_t Specifies whether the matrix Q or the matrix P**H is required, as defined in the transformation applied by CGEBRD: = MagmaQ: generate Q; = MagmaP: generate P**H. |
[in] | m | magma_int_t The number of rows of the matrix Q or P**H to be returned. M >= 0. |
[in] | n | magma_int_t The number of columns of the matrix Q or P**H to be returned. N >= 0. If VECT = MagmaQ, M >= N >= min(M,K); if VECT = MagmaP, N >= M >= min(N,K). |
[in] | k | magma_int_t If VECT = MagmaQ, the number of columns in the original M-by-K matrix reduced by CGEBRD. If VECT = MagmaP, the number of rows in the original K-by-N matrix reduced by CGEBRD. K >= 0. |
[in,out] | A | magmaFloatComplex array, dimension (LDA,N) On entry, the vectors which define the elementary reflectors, as returned by CGEBRD. On exit, the M-by-N matrix Q or P**H. |
[in] | lda | magma_int_t The leading dimension of the array A. LDA >= M. |
[in] | tau | magmaFloatComplex array, dimension (min(M,K)) if VECT = MagmaQ (min(N,K)) if VECT = MagmaP TAU(i) must contain the scalar factor of the elementary reflector H(i) or G(i), which determines Q or P**H, as returned by CGEBRD in its array argument TAUQ or TAUP. |
[out] | work | magmaFloatComplex array, dimension (MAX(1,LWORK)) On exit, if *info = 0, WORK(1) returns the optimal LWORK. |
[in] | lwork | magma_int_t The dimension of the array WORK. LWORK >= max(1,min(M,N)). For optimum performance LWORK >= min(M,N)*NB, where NB is the optimal blocksize. |
If LWORK = -1, then a workspace query is assumed; the routine only calculates the optimal size of the WORK array, returns this value as the first entry of the WORK array, and no error message related to LWORK is issued by XERBLA.
[out] | info | magma_int_t
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magma_int_t magma_cunmbr | ( | magma_vect_t | vect, |
magma_side_t | side, | ||
magma_trans_t | trans, | ||
magma_int_t | m, | ||
magma_int_t | n, | ||
magma_int_t | k, | ||
magmaFloatComplex * | A, | ||
magma_int_t | lda, | ||
magmaFloatComplex * | tau, | ||
magmaFloatComplex * | C, | ||
magma_int_t | ldc, | ||
magmaFloatComplex * | work, | ||
magma_int_t | lwork, | ||
magma_int_t * | info | ||
) |
CUNMBR multiplies by Q or P as part of the SVD decomposition.
If VECT = MagmaQ, CUNMBR overwrites the general complex M-by-N matrix C with SIDE = MagmaLeft SIDE = MagmaRight TRANS = MagmaNoTrans: Q*C C*Q TRANS = Magma_ConjTrans: Q**H*C C*Q**H
If VECT = MagmaP, CUNMBR overwrites the general complex M-by-N matrix C with SIDE = MagmaLeft SIDE = MagmaRight TRANS = MagmaNoTrans: P*C C*P TRANS = Magma_ConjTrans: P**H*C C*P**H
Here Q and P**H are the unitary matrices determined by CGEBRD when reducing A complex matrix A to bidiagonal form: A = Q*B * P**H. Q and P**H are defined as products of elementary reflectors H(i) and G(i) respectively.
Let nq = m if SIDE = MagmaLeft and nq = n if SIDE = MagmaRight. Thus nq is the order of the unitary matrix Q or P**H that is applied.
If VECT = MagmaQ, A is assumed to have been an NQ-by-K matrix: if nq >= k, Q = H(1) H(2) . . . H(k); if nq < k, Q = H(1) H(2) . . . H(nq-1).
If VECT = MagmaP, A is assumed to have been A K-by-NQ matrix: if k < nq, P = G(1) G(2) . . . G(k); if k >= nq, P = G(1) G(2) . . . G(nq-1).
[in] | vect | magma_vect_t
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[in] | side | magma_side_t
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[in] | trans | magma_trans_t
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[in] | m | INTEGER The number of rows of the matrix C. M >= 0. |
[in] | n | INTEGER The number of columns of the matrix C. N >= 0. |
[in] | k | INTEGER If VECT = MagmaQ, the number of columns in the original matrix reduced by CGEBRD. If VECT = MagmaP, the number of rows in the original matrix reduced by CGEBRD. K >= 0. |
[in] | A | COMPLEX array, dimension (LDA,min(nq,K)) if VECT = MagmaQ (LDA,nq) if VECT = MagmaP The vectors which define the elementary reflectors H(i) and G(i), whose products determine the matrices Q and P, as returned by CGEBRD. |
[in] | lda | INTEGER The leading dimension of the array A. If VECT = MagmaQ, LDA >= max(1,nq); if VECT = MagmaP, LDA >= max(1,min(nq,K)). |
[in] | tau | COMPLEX array, dimension (min(nq,K)) TAU(i) must contain the scalar factor of the elementary reflector H(i) or G(i) which determines Q or P, as returned by CGEBRD in the array argument TAUQ or TAUP. |
[in,out] | C | COMPLEX array, dimension (LDC,N) On entry, the M-by-N matrix C. On exit, C is overwritten by Q*C or Q**H*C or C*Q**H or C*Q or P*C or P**H*C or C*P or C*P**H. |
[in] | ldc | INTEGER The leading dimension of the array C. LDC >= max(1,M). |
[out] | work | (workspace) COMPLEX array, dimension (MAX(1,LWORK)) On exit, if INFO = 0, WORK[0] returns the optimal LWORK. |
[in] | lwork | INTEGER The dimension of the array WORK. If SIDE = MagmaLeft, LWORK >= max(1,N); if SIDE = MagmaRight, LWORK >= max(1,M); if N = 0 or M = 0, LWORK >= 1. For optimum performance if SIDE = MagmaLeft, LWORK >= max(1,N*NB); if SIDE = MagmaRight, LWORK >= max(1,M*NB), where NB is the optimal blocksize. (NB = 0 if M = 0 or N = 0.) If LWORK = -1, then a workspace query is assumed; the routine only calculates the optimal size of the WORK array, returns this value as the first entry of the WORK array, and no error message related to LWORK is issued by XERBLA. |
[out] | info | INTEGER
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