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Functions
FLA_Apply_Q_UT_lhfr.h File Reference

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Functions

FLA_Error FLA_Apply_Q_UT_lhfr_blk_var1 (FLA_Obj A, FLA_Obj T, FLA_Obj W, FLA_Obj B, fla_apqut_t *cntl)
FLA_Error FLA_Apply_Q_UT_lhfr_blk_var2 (FLA_Obj A, FLA_Obj T, FLA_Obj W, FLA_Obj B, fla_apqut_t *cntl)
FLA_Error FLA_Apply_Q_UT_lhfr_blk_var3 (FLA_Obj A, FLA_Obj T, FLA_Obj W, FLA_Obj B, fla_apqut_t *cntl)

Function Documentation

References FLA_Axpyt_internal(), FLA_Cont_with_1x3_to_1x2(), FLA_Cont_with_3x1_to_2x1(), FLA_Cont_with_3x3_to_2x2(), FLA_Copyt_internal(), FLA_Gemm_internal(), FLA_MINUS_ONE, FLA_Obj_length(), FLA_Obj_min_dim(), FLA_Obj_width(), FLA_ONE, FLA_Part_1x2(), FLA_Part_2x1(), FLA_Part_2x2(), FLA_Repart_1x2_to_1x3(), FLA_Repart_2x1_to_3x1(), FLA_Repart_2x2_to_3x3(), FLA_Trmm_internal(), and FLA_Trsm_internal().

Referenced by FLA_Apply_Q_UT_lhfr().

{
/*
  Apply the conjugate-transpose of a unitary matrix Q to a matrix B from the
  left,

    B := Q' B

  where Q is the forward product of Householder transformations:

    Q  =  H(0) H(1) ... H(k-1)

  where H(i) corresponds to the Householder vector stored above the diagonal
  in the ith row of A. Thus, the operation becomes:

    B :=  Q' B
       =  ( H(0) H(1) ... H(k-1) )' B
       =  H(k-1)' ... H(1)' H(0)' B

  From this, we can see that we must move through A from top-left to bottom-
  right, since the Householder vector for H(0) was stored in the first row
  of A. We intend to apply blocks of reflectors at a time, where a block
  reflector H of b consecutive Householder transforms may be expressed as:

    H  =  ( H(i) H(i+1) ... H(i+b-1) )'
       =  ( I - U inv(T) U' )'

  where:
    - U^T is the strictly upper trapezoidal (with implicit unit diagonal) matrix
      of Householder vectors, stored above the diagonal of A in rows i through
      i+b-1, corresponding to H(i) through H(i+b-1).
    - T is the upper triangular block Householder matrix corresponding to
      Householder vectors i through i+b-1.

  Consider applying H to B as an intermediate step towards applying all of Q':

    B  :=  H B
        =  ( I - U inv(T) U' )' B
        =  ( I - U inv(T)' U' ) B
        =  B - U inv(T)' U' B

  We must move from top-left to bottom-right. So, we partition:

    U^T -> ( U11 U12 )  B -> / B1 \  T -> ( T1 T2 )
                             \ B2 /

  where:
    - U11 is stored in the strictly upper triangle of A11 with implicit unit
      diagonal.
    - U12 is stored in A12.
    - T1 is an upper triangular block of row-panel matrix T.

  Substituting repartitioned U, B, and T, we have:

    / B1 \  :=   / B1 \ - ( U11 U12 )^T inv(T1)' conj( U11 U12 ) / B1 \
    \ B2 /       \ B2 /                                          \ B2 /
             =   / B1 \ - / U11^T \ inv(T1)' conj( U11 U12 ) / B1 \
                 \ B2 /   \ U12^T /                          \ B2 /
             =   / B1 \ - / U11^T \ inv(T1)' ( conj(U11) B1 + conj(U12) B2 )
                 \ B2 /   \ U12^T /

  Thus, B1 is updated as:

      B1    :=     B1   -   U11^T inv(T1)' ( conj(U11) B1 + conj(U12) B2 )

  And B2 is updated as:

      B2    :=     B2   -   U12^T inv(T1)' ( conj(U11) B1 + conj(U12) B2 )

  Note that:

    inv(T1)' ( conj(U11) B1 + conj(U12) B2 )

  is common to both updates, and thus may be computed and stored in
  workspace, and then re-used.

  -FGVZ
*/
  FLA_Obj ATL,   ATR,      A00, A01, A02, 
          ABL,   ABR,      A10, A11, A12,
                           A20, A21, A22;

  FLA_Obj TL,    TR,       T0,  T1,  T2;

  FLA_Obj T1T,
          T2B;

  FLA_Obj WTL,  WTR,
          WBL,  WBR;

  FLA_Obj BT,              B0,
          BB,              B1,
                           B2;

  dim_t   b_alg, b;

  // Query the algorithmic blocksize by inspecting the length of T.
  b_alg = FLA_Obj_length( T );

  FLA_Part_2x2( A,    &ATL, &ATR,
                      &ABL, &ABR,     0, 0, FLA_TL );

  FLA_Part_1x2( T,    &TL,  &TR,      0, FLA_LEFT );

  FLA_Part_2x1( B,    &BT, 
                      &BB,            0, FLA_TOP );

  while ( FLA_Obj_min_dim( ABR ) > 0 ){

    b = min( b_alg, FLA_Obj_min_dim( ABR ) );

    FLA_Repart_2x2_to_3x3( ATL, /**/ ATR,       &A00, /**/ &A01, &A02,
                        /* ************* */   /* ******************** */
                                                &A10, /**/ &A11, &A12,
                           ABL, /**/ ABR,       &A20, /**/ &A21, &A22,
                           b, b, FLA_BR );

    FLA_Repart_1x2_to_1x3( TL,  /**/ TR,        &T0, /**/ &T1, &T2,
                           b, FLA_RIGHT );

    FLA_Repart_2x1_to_3x1( BT,                &B0, 
                        /* ** */            /* ** */
                                              &B1, 
                           BB,                &B2,        b, FLA_BOTTOM );

    /*------------------------------------------------------------*/

    FLA_Part_2x1( T1,    &T1T, 
                         &T2B,     b, FLA_TOP );

    FLA_Part_2x2( W,     &WTL, &WTR,
                         &WBL, &WBR,     b, FLA_Obj_width( B1 ), FLA_TL );

    // WTL = B1;

    FLA_Copyt_internal( FLA_NO_TRANSPOSE, B1, WTL,
                        FLA_Cntl_sub_copyt( cntl ) );

    // U11 = triuu( A11 );
    // U12 = A12;
    //
    // WTL = inv( triu(T1T) )' * ( conj(U11) * B1 + conj(U12) * B2 );

    FLA_Trmm_internal( FLA_LEFT, FLA_UPPER_TRIANGULAR,
                       FLA_CONJ_NO_TRANSPOSE, FLA_UNIT_DIAG,
                       FLA_ONE, A11, WTL,
                       FLA_Cntl_sub_trmm1( cntl ) );

    FLA_Gemm_internal( FLA_CONJ_NO_TRANSPOSE, FLA_NO_TRANSPOSE, 
                       FLA_ONE, A12, B2, FLA_ONE, WTL,
                       FLA_Cntl_sub_gemm1( cntl ) );

    FLA_Trsm_internal( FLA_LEFT, FLA_UPPER_TRIANGULAR,
                       FLA_CONJ_TRANSPOSE, FLA_NONUNIT_DIAG,
                       FLA_ONE, T1T, WTL,
                       FLA_Cntl_sub_trsm( cntl ) );

    // B2 = B2 - U12^T * WTL;
    // B1 = B1 - U11^T * WTL;

    FLA_Gemm_internal( FLA_TRANSPOSE, FLA_NO_TRANSPOSE,
                       FLA_MINUS_ONE, A12, WTL, FLA_ONE, B2,
                       FLA_Cntl_sub_gemm2( cntl ) );

    FLA_Trmm_internal( FLA_LEFT, FLA_UPPER_TRIANGULAR,
                       FLA_TRANSPOSE, FLA_UNIT_DIAG,
                       FLA_MINUS_ONE, A11, WTL,
                       FLA_Cntl_sub_trmm2( cntl ) );

    FLA_Axpyt_internal( FLA_NO_TRANSPOSE, FLA_ONE, WTL, B1,
                        FLA_Cntl_sub_axpyt( cntl ) );

    /*------------------------------------------------------------*/

    FLA_Cont_with_3x3_to_2x2( &ATL, /**/ &ATR,       A00, A01, /**/ A02,
                                                     A10, A11, /**/ A12,
                            /* ************** */  /* ****************** */
                              &ABL, /**/ &ABR,       A20, A21, /**/ A22,
                              FLA_TL );

    FLA_Cont_with_1x3_to_1x2( &TL,  /**/ &TR,        T0, T1, /**/ T2,
                              FLA_LEFT );

    FLA_Cont_with_3x1_to_2x1( &BT,                B0, 
                                                  B1, 
                            /* ** */           /* ** */
                              &BB,                B2,     FLA_TOP );
  }

  return FLA_SUCCESS;
}

References FLA_Apply_Q_UT_internal(), FLA_Cont_with_1x3_to_1x2(), FLA_Determine_blocksize(), FLA_Obj_width(), FLA_Part_1x2(), and FLA_Repart_1x2_to_1x3().

Referenced by FLA_Apply_Q_UT_lhfr().

{
  FLA_Obj BL,    BR,       B0,  B1,  B2;

  FLA_Obj WL,    WR,       W0,  W1,  W2;

  dim_t b;

  FLA_Part_1x2( B,    &BL,  &BR,      0, FLA_LEFT );

  FLA_Part_1x2( W,    &WL,  &WR,      0, FLA_LEFT );

  while ( FLA_Obj_width( BL ) < FLA_Obj_width( B ) ){

    b = FLA_Determine_blocksize( BR, FLA_RIGHT, FLA_Cntl_blocksize( cntl ) );

    FLA_Repart_1x2_to_1x3( BL,  /**/ BR,        &B0, /**/ &B1, &B2,
                           b, FLA_RIGHT );

    FLA_Repart_1x2_to_1x3( WL,  /**/ WR,        &W0, /**/ &W1, &W2,
                           b, FLA_RIGHT );

    /*------------------------------------------------------------*/

    // B1 = Q' * B1;
    FLA_Apply_Q_UT_internal( FLA_LEFT, FLA_CONJ_TRANSPOSE, FLA_FORWARD, FLA_ROWWISE,
                             A, T, W1, B1,
                             FLA_Cntl_sub_apqut( cntl ) );

    /*------------------------------------------------------------*/

    FLA_Cont_with_1x3_to_1x2( &BL,  /**/ &BR,        B0, B1, /**/ B2,
                              FLA_LEFT );

    FLA_Cont_with_1x3_to_1x2( &WL,  /**/ &WR,        W0, W1, /**/ W2,
                              FLA_LEFT );
  }

  return FLA_SUCCESS;
}

References FLA_Axpyt_internal(), FLA_Cont_with_3x1_to_2x1(), FLA_Cont_with_3x3_to_2x2(), FLA_Copyt_internal(), FLA_Determine_blocksize(), FLA_Gemm_internal(), FLA_MINUS_ONE, FLA_Obj_min_dim(), FLA_Obj_width(), FLA_ONE, FLA_Part_2x1(), FLA_Part_2x2(), FLA_Repart_2x1_to_3x1(), FLA_Repart_2x2_to_3x3(), FLA_Trmm_internal(), and FLA_Trsm_internal().

Referenced by FLA_Apply_Q_UT_lhfr().

{
  FLA_Obj ATL,   ATR,      A00, A01, A02, 
          ABL,   ABR,      A10, A11, A12,
                           A20, A21, A22;

  FLA_Obj TWTL,  TWTR,     TW00, TW01, TW02,
          TWBL,  TWBR,     TW10,  T11,  W12,
                           TW20, TW21, TW22;

  FLA_Obj WTL,   WTR,
          WBL,   WBR;

  FLA_Obj BT,              B0,
          BB,              B1,
                           B2;

  dim_t b;

  FLA_Part_2x2( A,    &ATL, &ATR,
                      &ABL, &ABR,     0, 0, FLA_TL );

  FLA_Part_2x2( TW,   &TWTL, &TWTR,
                      &TWBL, &TWBR,     0, 0, FLA_TL );

  FLA_Part_2x1( B,    &BT, 
                      &BB,            0, FLA_TOP );

  while ( FLA_Obj_min_dim( ABR ) > 0 ){

    b = FLA_Determine_blocksize( ABR, FLA_BR, FLA_Cntl_blocksize( cntl ) );

    FLA_Repart_2x2_to_3x3( ATL, /**/ ATR,       &A00, /**/ &A01, &A02,
                        /* ************* */   /* ******************** */
                                                &A10, /**/ &A11, &A12,
                           ABL, /**/ ABR,       &A20, /**/ &A21, &A22,
                           b, b, FLA_BR );

    FLA_Repart_2x2_to_3x3( TWTL, /**/ TWTR,       &TW00, /**/ &TW01, &TW02,
                        /* *************** */   /* *********************** */
                                                  &TW10, /**/ &T11,   &W12,
                           TWBL, /**/ TWBR,       &TW20, /**/ &TW21, &TW22,
                           b, b, FLA_BR );

    FLA_Repart_2x1_to_3x1( BT,                &B0, 
                        /* ** */            /* ** */
                                              &B1, 
                           BB,                &B2,        b, FLA_BOTTOM );

    /*------------------------------------------------------------*/

    FLA_Part_2x2( W,     &WTL, &WTR,
                         &WBL, &WBR,     b, FLA_Obj_width( B1 ), FLA_TL );

    // WTL = B1;

    FLA_Copyt_internal( FLA_NO_TRANSPOSE, B1, WTL,
                        FLA_Cntl_sub_copyt( cntl ) );

    // U11 = triuu( A11 );
    // U12 = A12;
    //
    // WTL = inv( triu(T11) )' * ( conj(U11) * B1 + conj(U12) * B2 );

    FLA_Trmm_internal( FLA_LEFT, FLA_UPPER_TRIANGULAR,
                       FLA_CONJ_NO_TRANSPOSE, FLA_UNIT_DIAG,
                       FLA_ONE, A11, WTL,
                       FLA_Cntl_sub_trmm1( cntl ) );

    FLA_Gemm_internal( FLA_CONJ_NO_TRANSPOSE, FLA_NO_TRANSPOSE, 
                       FLA_ONE, A12, B2, FLA_ONE, WTL,
                       FLA_Cntl_sub_gemm1( cntl ) );

    FLA_Trsm_internal( FLA_LEFT, FLA_UPPER_TRIANGULAR,
                       FLA_CONJ_TRANSPOSE, FLA_NONUNIT_DIAG,
                       FLA_ONE, T11, WTL,
                       FLA_Cntl_sub_trsm( cntl ) );

    // B2 = B2 - U12^T * WTL;
    // B1 = B1 - U11^T * WTL;

    FLA_Gemm_internal( FLA_TRANSPOSE, FLA_NO_TRANSPOSE,
                       FLA_MINUS_ONE, A12, WTL, FLA_ONE, B2,
                       FLA_Cntl_sub_gemm2( cntl ) );

    FLA_Trmm_internal( FLA_LEFT, FLA_UPPER_TRIANGULAR,
                       FLA_TRANSPOSE, FLA_UNIT_DIAG,
                       FLA_MINUS_ONE, A11, WTL,
                       FLA_Cntl_sub_trmm2( cntl ) );

    FLA_Axpyt_internal( FLA_NO_TRANSPOSE, FLA_ONE, WTL, B1,
                        FLA_Cntl_sub_axpyt( cntl ) );

    /*------------------------------------------------------------*/

    FLA_Cont_with_3x3_to_2x2( &ATL, /**/ &ATR,       A00, A01, /**/ A02,
                                                     A10, A11, /**/ A12,
                            /* ************** */  /* ****************** */
                              &ABL, /**/ &ABR,       A20, A21, /**/ A22,
                              FLA_TL );

    FLA_Cont_with_3x3_to_2x2( &TWTL, /**/ &TWTR,       TW00, TW01, /**/ TW02,
                                                       TW10,  T11, /**/  W12,
                            /* **************** */  /* ********************* */
                              &TWBL, /**/ &TWBR,       TW20, TW21, /**/ TW22,
                              FLA_TL );

    FLA_Cont_with_3x1_to_2x1( &BT,                B0, 
                                                  B1, 
                            /* ** */           /* ** */
                              &BB,                B2,     FLA_TOP );
  }

  return FLA_SUCCESS;
}