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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_RSHIFT32( 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     const opus_int                  head_room,                              /* I    Desired headroom                                                            */
     81     opus_int32                      *XX,                                    /* O    Pointer to X'*X correlation matrix [ order x order ]                        */
     82     opus_int                        *rshifts,                               /* I/O  Right shifts of correlations                                                */
     83     int                             arch                                    /* I    Run-time architecture                                                       */
     84 )
     85 {
     86     opus_int         i, j, lag, rshifts_local, head_room_rshifts;
     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( &energy, &rshifts_local, x, L + order - 1 );
     92     /* Add shifts to get the desired head room */
     93     head_room_rshifts = silk_max( head_room - silk_CLZ32( energy ), 0 );
     94 
     95     energy = silk_RSHIFT32( energy, head_room_rshifts );
     96     rshifts_local += head_room_rshifts;
     97 
     98     /* Calculate energy of first column (0) of X: X[:,0]'*X[:,0] */
     99     /* Remove contribution of first order - 1 samples */
    100     for( i = 0; i < order - 1; i++ ) {
    101         energy -= silk_RSHIFT32( silk_SMULBB( x[ i ], x[ i ] ), rshifts_local );
    102     }
    103     if( rshifts_local < *rshifts ) {
    104         /* Adjust energy */
    105         energy = silk_RSHIFT32( energy, *rshifts - rshifts_local );
    106         rshifts_local = *rshifts;
    107     }
    108 
    109     /* Calculate energy of remaining columns of X: X[:,j]'*X[:,j] */
    110     /* Fill out the diagonal of the correlation matrix */
    111     matrix_ptr( XX, 0, 0, order ) = energy;
    112     ptr1 = &x[ order - 1 ]; /* First sample of column 0 of X */
    113     for( j = 1; j < order; j++ ) {
    114         energy = silk_SUB32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ L - j ], ptr1[ L - j ] ), rshifts_local ) );
    115         energy = silk_ADD32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ -j ], ptr1[ -j ] ), rshifts_local ) );
    116         matrix_ptr( XX, j, j, order ) = energy;
    117     }
    118 
    119     ptr2 = &x[ order - 2 ]; /* First sample of column 1 of X */
    120     /* Calculate the remaining elements of the correlation matrix */
    121     if( rshifts_local > 0 ) {
    122         /* Right shifting used */
    123         for( lag = 1; lag < order; lag++ ) {
    124             /* Inner product of column 0 and column lag: X[:,0]'*X[:,lag] */
    125             energy = 0;
    126             for( i = 0; i < L; i++ ) {
    127                 energy += silk_RSHIFT32( silk_SMULBB( ptr1[ i ], ptr2[i] ), rshifts_local );
    128             }
    129             /* Calculate remaining off diagonal: X[:,j]'*X[:,j + lag] */
    130             matrix_ptr( XX, lag, 0, order ) = energy;
    131             matrix_ptr( XX, 0, lag, order ) = energy;
    132             for( j = 1; j < ( order - lag ); j++ ) {
    133                 energy = silk_SUB32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ L - j ], ptr2[ L - j ] ), rshifts_local ) );
    134                 energy = silk_ADD32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ -j ], ptr2[ -j ] ), rshifts_local ) );
    135                 matrix_ptr( XX, lag + j, j, order ) = energy;
    136                 matrix_ptr( XX, j, lag + j, order ) = energy;
    137             }
    138             ptr2--; /* Update pointer to first sample of next column (lag) in X */
    139         }
    140     } else {
    141         for( lag = 1; lag < order; lag++ ) {
    142             /* Inner product of column 0 and column lag: X[:,0]'*X[:,lag] */
    143             energy = silk_inner_prod_aligned( ptr1, ptr2, L, arch );
    144             matrix_ptr( XX, lag, 0, order ) = energy;
    145             matrix_ptr( XX, 0, lag, order ) = energy;
    146             /* Calculate remaining off diagonal: X[:,j]'*X[:,j + lag] */
    147             for( j = 1; j < ( order - lag ); j++ ) {
    148                 energy = silk_SUB32( energy, silk_SMULBB( ptr1[ L - j ], ptr2[ L - j ] ) );
    149                 energy = silk_SMLABB( energy, ptr1[ -j ], ptr2[ -j ] );
    150                 matrix_ptr( XX, lag + j, j, order ) = energy;
    151                 matrix_ptr( XX, j, lag + j, order ) = energy;
    152             }
    153             ptr2--;/* Update pointer to first sample of next column (lag) in X */
    154         }
    155     }
    156     *rshifts = rshifts_local;
    157 }
    158 
    159