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     26 ***********************************************************************/
     27 
     28 #ifdef HAVE_CONFIG_H
     29 #include "config.h"
     30 #endif
     31 
     32 /**********************************************************************
     33  * Correlation Matrix Computations for LS estimate.
     34  **********************************************************************/
     35 
     36 #include "main_FIX.h"
     37 
     38 /* Calculates correlation vector X'*t */
     39 void silk_corrVector_FIX(
     40     const opus_int16                *x,                                     /* I    x vector [L + order - 1] used to form data matrix X                         */
     41     const opus_int16                *t,                                     /* I    Target vector [L]                                                           */
     42     const opus_int                  L,                                      /* I    Length of vectors                                                           */
     43     const opus_int                  order,                                  /* I    Max lag for correlation                                                     */
     44     opus_int32                      *Xt,                                    /* O    Pointer to X'*t correlation vector [order]                                  */
     45     const opus_int                  rshifts,                                /* I    Right shifts of correlations                                                */
     46     int                             arch                                    /* I    Run-time architecture                                                       */
     47 )
     48 {
     49     opus_int         lag, i;
     50     const opus_int16 *ptr1, *ptr2;
     51     opus_int32       inner_prod;
     52 
     53     ptr1 = &x[ order - 1 ]; /* Points to first sample of column 0 of X: X[:,0] */
     54     ptr2 = t;
     55     /* Calculate X'*t */
     56     if( rshifts > 0 ) {
     57         /* Right shifting used */
     58         for( lag = 0; lag < order; lag++ ) {
     59             inner_prod = 0;
     60             for( i = 0; i < L; i++ ) {
     61                 inner_prod = silk_ADD_RSHIFT32( inner_prod, silk_SMULBB( ptr1[ i ], ptr2[i] ), rshifts );
     62             }
     63             Xt[ lag ] = inner_prod; /* X[:,lag]'*t */
     64             ptr1--; /* Go to next column of X */
     65         }
     66     } else {
     67         silk_assert( rshifts == 0 );
     68         for( lag = 0; lag < order; lag++ ) {
     69             Xt[ lag ] = silk_inner_prod_aligned( ptr1, ptr2, L, arch ); /* X[:,lag]'*t */
     70             ptr1--; /* Go to next column of X */
     71         }
     72     }
     73 }
     74 
     75 /* Calculates correlation matrix X'*X */
     76 void silk_corrMatrix_FIX(
     77     const opus_int16                *x,                                     /* I    x vector [L + order - 1] used to form data matrix X                         */
     78     const opus_int                  L,                                      /* I    Length of vectors                                                           */
     79     const opus_int                  order,                                  /* I    Max lag for correlation                                                     */
     80     opus_int32                      *XX,                                    /* O    Pointer to X'*X correlation matrix [ order x order ]                        */
     81     opus_int32                      *nrg,                                    /* O    Energy of x vector                                                            */
     82     opus_int                        *rshifts,                               /* O    Right shifts of correlations and energy                                     */
     83     int                             arch                                    /* I    Run-time architecture                                                       */
     84 )
     85 {
     86     opus_int         i, j, lag;
     87     opus_int32       energy;
     88     const opus_int16 *ptr1, *ptr2;
     89 
     90     /* Calculate energy to find shift used to fit in 32 bits */
     91     silk_sum_sqr_shift( nrg, rshifts, x, L + order - 1 );
     92     energy = *nrg;
     93 
     94     /* Calculate energy of first column (0) of X: X[:,0]'*X[:,0] */
     95     /* Remove contribution of first order - 1 samples */
     96     for( i = 0; i < order - 1; i++ ) {
     97         energy -= silk_RSHIFT32( silk_SMULBB( x[ i ], x[ i ] ), *rshifts );
     98     }
     99 
    100     /* Calculate energy of remaining columns of X: X[:,j]'*X[:,j] */
    101     /* Fill out the diagonal of the correlation matrix */
    102     matrix_ptr( XX, 0, 0, order ) = energy;
    103     silk_assert( energy >= 0 );
    104     ptr1 = &x[ order - 1 ]; /* First sample of column 0 of X */
    105     for( j = 1; j < order; j++ ) {
    106         energy = silk_SUB32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ L - j ], ptr1[ L - j ] ), *rshifts ) );
    107         energy = silk_ADD32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ -j ], ptr1[ -j ] ), *rshifts ) );
    108         matrix_ptr( XX, j, j, order ) = energy;
    109         silk_assert( energy >= 0 );
    110     }
    111 
    112     ptr2 = &x[ order - 2 ]; /* First sample of column 1 of X */
    113     /* Calculate the remaining elements of the correlation matrix */
    114     if( *rshifts > 0 ) {
    115         /* Right shifting used */
    116         for( lag = 1; lag < order; lag++ ) {
    117             /* Inner product of column 0 and column lag: X[:,0]'*X[:,lag] */
    118             energy = 0;
    119             for( i = 0; i < L; i++ ) {
    120                 energy += silk_RSHIFT32( silk_SMULBB( ptr1[ i ], ptr2[i] ), *rshifts );
    121             }
    122             /* Calculate remaining off diagonal: X[:,j]'*X[:,j + lag] */
    123             matrix_ptr( XX, lag, 0, order ) = energy;
    124             matrix_ptr( XX, 0, lag, order ) = energy;
    125             for( j = 1; j < ( order - lag ); j++ ) {
    126                 energy = silk_SUB32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ L - j ], ptr2[ L - j ] ), *rshifts ) );
    127                 energy = silk_ADD32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ -j ], ptr2[ -j ] ), *rshifts ) );
    128                 matrix_ptr( XX, lag + j, j, order ) = energy;
    129                 matrix_ptr( XX, j, lag + j, order ) = energy;
    130             }
    131             ptr2--; /* Update pointer to first sample of next column (lag) in X */
    132         }
    133     } else {
    134         for( lag = 1; lag < order; lag++ ) {
    135             /* Inner product of column 0 and column lag: X[:,0]'*X[:,lag] */
    136             energy = silk_inner_prod_aligned( ptr1, ptr2, L, arch );
    137             matrix_ptr( XX, lag, 0, order ) = energy;
    138             matrix_ptr( XX, 0, lag, order ) = energy;
    139             /* Calculate remaining off diagonal: X[:,j]'*X[:,j + lag] */
    140             for( j = 1; j < ( order - lag ); j++ ) {
    141                 energy = silk_SUB32( energy, silk_SMULBB( ptr1[ L - j ], ptr2[ L - j ] ) );
    142                 energy = silk_SMLABB( energy, ptr1[ -j ], ptr2[ -j ] );
    143                 matrix_ptr( XX, lag + j, j, order ) = energy;
    144                 matrix_ptr( XX, j, lag + j, order ) = energy;
    145             }
    146             ptr2--;/* Update pointer to first sample of next column (lag) in X */
    147         }
    148     }
    149 }
    150 
    151