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AbstractLinAlgPack_AbstractLinAlgOpPack.cpp
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41 
43 
44 // Level 1 BLAS for Matrices
45 
46 // M_lhs = op(M_rhs).
47 
48 void LinAlgOpPack::assign(MatrixOp* M_lhs, const MatrixOp& M_rhs, BLAS_Cpp::Transp trans_rhs)
49 {
50  Mp_M_assert_compatibility( M_lhs, BLAS_Cpp::no_trans, M_rhs, trans_rhs );
51  M_lhs->zero_out();
52  Mp_StM(M_lhs,1.0,M_rhs,trans_rhs);
53 }
54 
55 // M_lhs = alpha * op(M_rhs).
56 
57 void LinAlgOpPack::M_StM(MatrixOp* M_lhs, value_type alpha, const MatrixOp& M_rhs, BLAS_Cpp::Transp trans_rhs)
58 {
59  Mp_M_assert_compatibility( M_lhs, BLAS_Cpp::no_trans, M_rhs, trans_rhs );
60  M_lhs->zero_out();
61  Mp_StM(M_lhs,alpha,M_rhs,trans_rhs);
62 }
63 
64 // M_lhs = op(M_rhs1) + op(M_rhs2).
65 
66 void LinAlgOpPack::M_MpM(MatrixOp* M_lhs, const MatrixOp& M_rhs1, BLAS_Cpp::Transp trans_rhs1
67  , const MatrixOp& M_rhs2, BLAS_Cpp::Transp trans_rhs2)
68 {
69  Mp_M_assert_compatibility(M_lhs,BLAS_Cpp::no_trans,M_rhs1,trans_rhs1);
70  MopM_assert_compatibility(M_rhs1,trans_rhs1,M_rhs2,trans_rhs2);
71  M_lhs->zero_out();
72  Mp_M(M_lhs,M_rhs1,trans_rhs1);
73  Mp_M(M_lhs,M_rhs2,trans_rhs2);
74 }
75 
76 // M_lhs = op(M_rhs1) - op(M_rhs2).
77 
78 void LinAlgOpPack::M_MmM(MatrixOp* M_lhs, const MatrixOp& M_rhs1, BLAS_Cpp::Transp trans_rhs1
79  , const MatrixOp& M_rhs2, BLAS_Cpp::Transp trans_rhs2)
80 {
81  Mp_M_assert_compatibility(M_lhs,BLAS_Cpp::no_trans,M_rhs1,trans_rhs1);
82  MopM_assert_compatibility(M_rhs1,trans_rhs1,M_rhs2,trans_rhs2);
83  M_lhs->zero_out();
84  Mp_M(M_lhs,M_rhs1,trans_rhs1);
85  Mp_StM(M_lhs,-1.0,M_rhs2,trans_rhs2);
86 }
87 
88 // M_lhs = alpha * op(M_rhs1) + op(m_rhs2).
89 
90 void LinAlgOpPack::M_StMpM(MatrixOp* M_lhs, value_type alpha, const MatrixOp& M_rhs1, BLAS_Cpp::Transp trans_rhs1
91  , const MatrixOp& M_rhs2, BLAS_Cpp::Transp trans_rhs2)
92 {
93  Mp_M_assert_compatibility(M_lhs,BLAS_Cpp::no_trans,M_rhs1,trans_rhs1);
94  MopM_assert_compatibility(M_rhs1,trans_rhs1,M_rhs2,trans_rhs2);
95  assign(M_lhs,M_rhs2,trans_rhs2);
96  Mp_StM(M_lhs,alpha,M_rhs1,trans_rhs1);
97 }
98 
99 // Level 3 BLAS
100 
101 // M_lhs = alpha * op(M_rhs1) * op(M_rhs2).
102 
103 void LinAlgOpPack::M_StMtM(MatrixOp* M_lhs, value_type alpha, const MatrixOp& M_rhs1
104  , BLAS_Cpp::Transp trans_rhs1, const MatrixOp& M_rhs2, BLAS_Cpp::Transp trans_rhs2)
105 {
106  Mp_MtM_assert_compatibility(M_lhs,BLAS_Cpp::no_trans,M_rhs1,trans_rhs1,M_rhs2,trans_rhs2);
107  Mp_StMtM(M_lhs,alpha,M_rhs1,trans_rhs1,M_rhs2,trans_rhs2,0.0);
108 }
109 
110 // M_lhs = op(M_rhs1) * op(M_rhs2).
111 
112 void LinAlgOpPack::M_MtM(MatrixOp* M_lhs, const MatrixOp& M_rhs1
113  , BLAS_Cpp::Transp trans_rhs1, const MatrixOp& M_rhs2, BLAS_Cpp::Transp trans_rhs2)
114 {
115  Mp_MtM_assert_compatibility(M_lhs,BLAS_Cpp::no_trans,M_rhs1,trans_rhs1,M_rhs2,trans_rhs2);
116  Mp_StMtM(M_lhs,1.0,M_rhs1,trans_rhs1,M_rhs2,trans_rhs2,0.0);
117 }
void M_StMtM(MatrixOp *M_lhs, value_type alpha, const MatrixOp &M_rhs1, BLAS_Cpp::Transp trans_rhs1, const MatrixOp &M_rhs2, BLAS_Cpp::Transp trans_rhs2)
M_lhs = alpha * op(M_rhs1) * op(M_rhs2).
void Mp_StMtM(MatrixOp *mwo_lhs, value_type alpha, const MatrixOp &mwo_rhs1, BLAS_Cpp::Transp trans_rhs1, const MatrixOp &mwo_rhs2, BLAS_Cpp::Transp trans_rhs2, value_type beta=1.0)
mwo_lhs = alpha * op(mwo_rhs1) * op(mwo_rhs2) + beta * mwo_lhs (right) (xGEMM).
virtual void zero_out()
M_lhs = 0 : Zero out the matrix.
void assign(VectorMutable *v_lhs, const V &V_rhs)
v_lhs = V_rhs.
void M_MtM(MatrixOp *M_lhs, const MatrixOp &M_rhs1, BLAS_Cpp::Transp trans_rhs1, const MatrixOp &M_rhs2, BLAS_Cpp::Transp trans_rhs2)
M_lhs = op(M_rhs1) * op(M_rhs2).
void MopM_assert_compatibility(const MatrixOp &m_rhs1, BLAS_Cpp::Transp trans_rhs1, const MatrixOp &m_rhs2, BLAS_Cpp::Transp trans_rhs2)
op(m_rhs1) op op(m_rhs2)
void M_MmM(MatrixOp *M_lhs, const MatrixOp &M_rhs1, BLAS_Cpp::Transp trans_rhs1, const MatrixOp &M_rhs2, BLAS_Cpp::Transp trans_rhs2)
M_lhs = op(M_rhs1) - op(M_rhs2).
Not transposed.
void M_MpM(MatrixOp *M_lhs, const MatrixOp &M_rhs1, BLAS_Cpp::Transp trans_rhs1, const MatrixOp &M_rhs2, BLAS_Cpp::Transp trans_rhs2)
void M_StM(MatrixOp *M_lhs, value_type alpha, const MatrixOp &M_rhs, BLAS_Cpp::Transp trans_rhs)
gm_lhs = alpha * M_rhs.
void Mp_MtM_assert_compatibility(MatrixOp *m_lhs, BLAS_Cpp::Transp trans_lhs, const MatrixOp &m_rhs1, BLAS_Cpp::Transp trans_rhs1, const MatrixOp &m_rhs2, BLAS_Cpp::Transp trans_rhs2)
op(m_lhs) += op(m_rhs1) * op(m_rhs2)
void Mp_StM(MatrixOp *mwo_lhs, value_type alpha, const MatrixOp &M_rhs, BLAS_Cpp::Transp trans_rhs)
void Mp_M(MatrixOp *M_lhs, const MatrixOp &M_rhs, BLAS_Cpp::Transp trans_rhs)
M_lhs += op(M_rhs).
Base class for all matrices that support basic matrix operations.
AbstractLinAlgPack::value_type value_type
void M_StMpM(MatrixOp *M_lhs, value_type alpha, const MatrixOp &M_rhs1, BLAS_Cpp::Transp trans_rhs1, const MatrixOp &gms_rhs2, BLAS_Cpp::Transp trans_rhs2)
M_lhs = alpha * op(M_rhs1) + op(gms_rhs2).
Transp
TRANS.
void Mp_M_assert_compatibility(MatrixOp *m_lhs, BLAS_Cpp::Transp trans_lhs, const MatrixOp &m_rhs, BLAS_Cpp::Transp trans_rhs)
op(m_lhs) += op op(m_rhs)