gst-libs/gst/fft/kiss_fft_s32.c - mtk-gst-plugins-base - Git at Google

 /*
 Copyright (c) 2003-2004, Mark Borgerding

 All rights reserved.

 Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

     * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
     * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
     * Neither the author nor the names of any contributors may be used to endorse or promote products derived from this software without specific prior written permission.

 THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 */
 #ifdef HAVE_CONFIG_H
 #include "config.h"
 #endif

 #include "_kiss_fft_guts_s32.h"
 /* The guts header contains all the multiplication and addition macros that are defined for
  fixed or floating point complex numbers.  It also delares the kf_ internal functions.
  */

 static kiss_fft_s32_cpx *scratchbuf = NULL;
 static size_t nscratchbuf = 0;
 static kiss_fft_s32_cpx *tmpbuf = NULL;
 static size_t ntmpbuf = 0;

 #define CHECKBUF(buf,nbuf,n) \
     do { \
         if ( nbuf < (size_t)(n) ) {\
             free(buf); \
             buf = (kiss_fft_s32_cpx*)KISS_FFT_S32_MALLOC(sizeof(kiss_fft_s32_cpx)*(n)); \
             nbuf = (size_t)(n); \
         } \
    }while(0)


 static void
 kf_bfly2 (kiss_fft_s32_cpx * Fout,
     const size_t fstride, const kiss_fft_s32_cfg st, int m)
 {
   kiss_fft_s32_cpx *Fout2;
   kiss_fft_s32_cpx *tw1 = st->twiddles;
   kiss_fft_s32_cpx t;

   Fout2 = Fout + m;
   do {
     C_FIXDIV (*Fout, 2);
     C_FIXDIV (*Fout2, 2);

     C_MUL (t, *Fout2, *tw1);
     tw1 += fstride;
     C_SUB (*Fout2, *Fout, t);
     C_ADDTO (*Fout, t);
     ++Fout2;
     ++Fout;
   } while (--m);
 }

 static void
 kf_bfly4 (kiss_fft_s32_cpx * Fout,
     const size_t fstride, const kiss_fft_s32_cfg st, const size_t m)
 {
   kiss_fft_s32_cpx *tw1, *tw2, *tw3;
   kiss_fft_s32_cpx scratch[6];
   size_t k = m;
   const size_t m2 = 2 * m;
   const size_t m3 = 3 * m;

   tw3 = tw2 = tw1 = st->twiddles;

   do {
     C_FIXDIV (*Fout, 4);
     C_FIXDIV (Fout[m], 4);
     C_FIXDIV (Fout[m2], 4);
     C_FIXDIV (Fout[m3], 4);

     C_MUL (scratch[0], Fout[m], *tw1);
     C_MUL (scratch[1], Fout[m2], *tw2);
     C_MUL (scratch[2], Fout[m3], *tw3);

     C_SUB (scratch[5], *Fout, scratch[1]);
     C_ADDTO (*Fout, scratch[1]);
     C_ADD (scratch[3], scratch[0], scratch[2]);
     C_SUB (scratch[4], scratch[0], scratch[2]);
     C_SUB (Fout[m2], *Fout, scratch[3]);
     tw1 += fstride;
     tw2 += fstride * 2;
     tw3 += fstride * 3;
     C_ADDTO (*Fout, scratch[3]);

     if (st->inverse) {
       Fout[m].r = scratch[5].r - scratch[4].i;
       Fout[m].i = scratch[5].i + scratch[4].r;
       Fout[m3].r = scratch[5].r + scratch[4].i;
       Fout[m3].i = scratch[5].i - scratch[4].r;
     } else {
       Fout[m].r = scratch[5].r + scratch[4].i;
       Fout[m].i = scratch[5].i - scratch[4].r;
       Fout[m3].r = scratch[5].r - scratch[4].i;
       Fout[m3].i = scratch[5].i + scratch[4].r;
     }
     ++Fout;
   } while (--k);
 }

 static void
 kf_bfly3 (kiss_fft_s32_cpx * Fout,
     const size_t fstride, const kiss_fft_s32_cfg st, size_t m)
 {
   size_t k = m;
   const size_t m2 = 2 * m;
   kiss_fft_s32_cpx *tw1, *tw2;
   kiss_fft_s32_cpx scratch[5];
   kiss_fft_s32_cpx epi3;

   epi3 = st->twiddles[fstride * m];

   tw1 = tw2 = st->twiddles;

   do {
     C_FIXDIV (*Fout, 3);
     C_FIXDIV (Fout[m], 3);
     C_FIXDIV (Fout[m2], 3);

     C_MUL (scratch[1], Fout[m], *tw1);
     C_MUL (scratch[2], Fout[m2], *tw2);

     C_ADD (scratch[3], scratch[1], scratch[2]);
     C_SUB (scratch[0], scratch[1], scratch[2]);
     tw1 += fstride;
     tw2 += fstride * 2;

     Fout[m].r = Fout->r - HALF_OF (scratch[3].r);
     Fout[m].i = Fout->i - HALF_OF (scratch[3].i);

     C_MULBYSCALAR (scratch[0], epi3.i);

     C_ADDTO (*Fout, scratch[3]);

     Fout[m2].r = Fout[m].r + scratch[0].i;
     Fout[m2].i = Fout[m].i - scratch[0].r;

     Fout[m].r -= scratch[0].i;
     Fout[m].i += scratch[0].r;

     ++Fout;
   } while (--k);
 }

 static void
 kf_bfly5 (kiss_fft_s32_cpx * Fout,
     const size_t fstride, const kiss_fft_s32_cfg st, int m)
 {
   kiss_fft_s32_cpx *Fout0, *Fout1, *Fout2, *Fout3, *Fout4;
   int u;
   kiss_fft_s32_cpx scratch[13];
   kiss_fft_s32_cpx *twiddles = st->twiddles;
   kiss_fft_s32_cpx *tw;
   kiss_fft_s32_cpx ya, yb;

   ya = twiddles[fstride * m];
   yb = twiddles[fstride * 2 * m];

   Fout0 = Fout;
   Fout1 = Fout0 + m;
   Fout2 = Fout0 + 2 * m;
   Fout3 = Fout0 + 3 * m;
   Fout4 = Fout0 + 4 * m;

   tw = st->twiddles;
   for (u = 0; u < m; ++u) {
     C_FIXDIV (*Fout0, 5);
     C_FIXDIV (*Fout1, 5);
     C_FIXDIV (*Fout2, 5);
     C_FIXDIV (*Fout3, 5);
     C_FIXDIV (*Fout4, 5);
     scratch[0] = *Fout0;

     C_MUL (scratch[1], *Fout1, tw[u * fstride]);
     C_MUL (scratch[2], *Fout2, tw[2 * u * fstride]);
     C_MUL (scratch[3], *Fout3, tw[3 * u * fstride]);
     C_MUL (scratch[4], *Fout4, tw[4 * u * fstride]);

     C_ADD (scratch[7], scratch[1], scratch[4]);
     C_SUB (scratch[10], scratch[1], scratch[4]);
     C_ADD (scratch[8], scratch[2], scratch[3]);
     C_SUB (scratch[9], scratch[2], scratch[3]);

     Fout0->r += scratch[7].r + scratch[8].r;
     Fout0->i += scratch[7].i + scratch[8].i;

     scratch[5].r =
         scratch[0].r + S_MUL (scratch[7].r, ya.r) + S_MUL (scratch[8].r, yb.r);
     scratch[5].i =
         scratch[0].i + S_MUL (scratch[7].i, ya.r) + S_MUL (scratch[8].i, yb.r);

     scratch[6].r = S_MUL (scratch[10].i, ya.i) + S_MUL (scratch[9].i, yb.i);
     scratch[6].i = -S_MUL (scratch[10].r, ya.i) - S_MUL (scratch[9].r, yb.i);

     C_SUB (*Fout1, scratch[5], scratch[6]);
     C_ADD (*Fout4, scratch[5], scratch[6]);

     scratch[11].r =
         scratch[0].r + S_MUL (scratch[7].r, yb.r) + S_MUL (scratch[8].r, ya.r);
     scratch[11].i =
         scratch[0].i + S_MUL (scratch[7].i, yb.r) + S_MUL (scratch[8].i, ya.r);
     scratch[12].r = -S_MUL (scratch[10].i, yb.i) + S_MUL (scratch[9].i, ya.i);
     scratch[12].i = S_MUL (scratch[10].r, yb.i) - S_MUL (scratch[9].r, ya.i);

     C_ADD (*Fout2, scratch[11], scratch[12]);
     C_SUB (*Fout3, scratch[11], scratch[12]);

     ++Fout0;
     ++Fout1;
     ++Fout2;
     ++Fout3;
     ++Fout4;
   }
 }

 /* perform the butterfly for one stage of a mixed radix FFT */
 static void
 kf_bfly_generic (kiss_fft_s32_cpx * Fout,
     const size_t fstride, const kiss_fft_s32_cfg st, int m, int p)
 {
   int u, k, q1, q;
   kiss_fft_s32_cpx *twiddles = st->twiddles;
   kiss_fft_s32_cpx t;
   int Norig = st->nfft;

   CHECKBUF (scratchbuf, nscratchbuf, p);

   for (u = 0; u < m; ++u) {
     k = u;
     for (q1 = 0; q1 < p; ++q1) {
       scratchbuf[q1] = Fout[k];
       C_FIXDIV (scratchbuf[q1], p);
       k += m;
     }

     k = u;
     for (q1 = 0; q1 < p; ++q1) {
       int twidx = 0;

       Fout[k] = scratchbuf[0];
       for (q = 1; q < p; ++q) {
         twidx += fstride * k;
         if (twidx >= Norig)
           twidx -= Norig;
         C_MUL (t, scratchbuf[q], twiddles[twidx]);
         C_ADDTO (Fout[k], t);
       }
       k += m;
     }
   }
 }

 static void
 kf_work (kiss_fft_s32_cpx * Fout,
     const kiss_fft_s32_cpx * f,
     const size_t fstride,
     int in_stride, int *factors, const kiss_fft_s32_cfg st)
 {
   kiss_fft_s32_cpx *Fout_beg = Fout;
   const int p = *factors++;     /* the radix  */
   const int m = *factors++;     /* stage's fft length/p */
   const kiss_fft_s32_cpx *Fout_end = Fout + p * m;

 #ifdef _OPENMP
   // use openmp extensions at the
   // top-level (not recursive)
   if (fstride == 1) {
     int k;

     // execute the p different work units in different threads
 #       pragma omp parallel for
     for (k = 0; k < p; ++k)
       kf_work (Fout + k * m, f + fstride * in_stride * k, fstride * p,
           in_stride, factors, st);
     // all threads have joined by this point

     switch (p) {
       case 2:
         kf_bfly2 (Fout, fstride, st, m);
         break;
       case 3:
         kf_bfly3 (Fout, fstride, st, m);
         break;
       case 4:
         kf_bfly4 (Fout, fstride, st, m);
         break;
       case 5:
         kf_bfly5 (Fout, fstride, st, m);
         break;
       default:
         kf_bfly_generic (Fout, fstride, st, m, p);
         break;
     }
     return;
   }
 #endif

   if (m == 1) {
     do {
       *Fout = *f;
       f += fstride * in_stride;
     } while (++Fout != Fout_end);
   } else {
     do {
       // recursive call:
       // DFT of size m*p performed by doing
       // p instances of smaller DFTs of size m,
       // each one takes a decimated version of the input
       kf_work (Fout, f, fstride * p, in_stride, factors, st);
       f += fstride * in_stride;
     } while ((Fout += m) != Fout_end);
   }

   Fout = Fout_beg;

   // recombine the p smaller DFTs
   switch (p) {
     case 2:
       kf_bfly2 (Fout, fstride, st, m);
       break;
     case 3:
       kf_bfly3 (Fout, fstride, st, m);
       break;
     case 4:
       kf_bfly4 (Fout, fstride, st, m);
       break;
     case 5:
       kf_bfly5 (Fout, fstride, st, m);
       break;
     default:
       kf_bfly_generic (Fout, fstride, st, m, p);
       break;
   }
 }

 /*  facbuf is populated by p1,m1,p2,m2, ...
     where
     p[i] * m[i] = m[i-1]
     m0 = n                  */
 static void
 kf_factor (int n, int *facbuf)
 {
   int p = 4;
   double floor_sqrt;

   floor_sqrt = floor (sqrt ((double) n));

   /*factor out powers of 4, powers of 2, then any remaining primes */
   do {
     while (n % p) {
       switch (p) {
         case 4:
           p = 2;
           break;
         case 2:
           p = 3;
           break;
         default:
           p += 2;
           break;
       }
       if (p > floor_sqrt)
         p = n;                  /* no more factors, skip to end */
     }
     n /= p;
     *facbuf++ = p;
     *facbuf++ = n;
   } while (n > 1);
 }

 /*
  *
  * User-callable function to allocate all necessary storage space for the fft.
  *
  * The return value is a contiguous block of memory, allocated with malloc.  As such,
  * It can be freed with free(), rather than a kiss_fft-specific function.
  * */
 kiss_fft_s32_cfg
 kiss_fft_s32_alloc (int nfft, int inverse_fft, void *mem, size_t * lenmem)
 {
   kiss_fft_s32_cfg st = NULL;
   size_t memneeded = sizeof (struct kiss_fft_s32_state)
       + sizeof (kiss_fft_s32_cpx) * (nfft - 1); /* twiddle factors */

   if (lenmem == NULL) {
     st = (kiss_fft_s32_cfg) KISS_FFT_S32_MALLOC (memneeded);
   } else {
     if (mem != NULL && *lenmem >= memneeded)
       st = (kiss_fft_s32_cfg) mem;
     *lenmem = memneeded;
   }
   if (st) {
     int i;

     st->nfft = nfft;
     st->inverse = inverse_fft;

     for (i = 0; i < nfft; ++i) {
       const double pi =
           3.141592653589793238462643383279502884197169399375105820974944;
       double phase = -2 * pi * i / nfft;

       if (st->inverse)
         phase *= -1;
       kf_cexp (st->twiddles + i, phase);
     }

     kf_factor (nfft, st->factors);
   }
   return st;
 }


 void
 kiss_fft_s32_stride (kiss_fft_s32_cfg st, const kiss_fft_s32_cpx * fin,
     kiss_fft_s32_cpx * fout, int in_stride)
 {
   if (fin == fout) {
     CHECKBUF (tmpbuf, ntmpbuf, st->nfft);
     kf_work (tmpbuf, fin, 1, in_stride, st->factors, st);
     memcpy (fout, tmpbuf, sizeof (kiss_fft_s32_cpx) * st->nfft);
   } else {
     kf_work (fout, fin, 1, in_stride, st->factors, st);
   }
 }

 void
 kiss_fft_s32 (kiss_fft_s32_cfg cfg, const kiss_fft_s32_cpx * fin,
     kiss_fft_s32_cpx * fout)
 {
   kiss_fft_s32_stride (cfg, fin, fout, 1);
 }


 /* not really necessary to call, but if someone is doing in-place ffts, they may want to free the
    buffers from CHECKBUF
  */
 void
 kiss_fft_s32_cleanup (void)
 {
   free (scratchbuf);
   scratchbuf = NULL;
   nscratchbuf = 0;
   free (tmpbuf);
   tmpbuf = NULL;
   ntmpbuf = 0;
 }

 int
 kiss_fft_s32_next_fast_size (int n)
 {
   while (1) {
     int m = n;

     while ((m % 2) == 0)
       m /= 2;
     while ((m % 3) == 0)
       m /= 3;
     while ((m % 5) == 0)
       m /= 5;
     if (m <= 1)
       break;                    /* n is completely factorable by twos, threes, and fives */
     n++;
   }
   return n;
 }
	/*
	Copyright (c) 2003-2004, Mark Borgerding

	All rights reserved.

	Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

	* Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
	* Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
	* Neither the author nor the names of any contributors may be used to endorse or promote products derived from this software without specific prior written permission.

	THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
	*/
	#ifdef HAVE_CONFIG_H
	#include "config.h"
	#endif

	#include "_kiss_fft_guts_s32.h"
	/* The guts header contains all the multiplication and addition macros that are defined for
	fixed or floating point complex numbers. It also delares the kf_ internal functions.
	*/

	static kiss_fft_s32_cpx *scratchbuf = NULL;
	static size_t nscratchbuf = 0;
	static kiss_fft_s32_cpx *tmpbuf = NULL;
	static size_t ntmpbuf = 0;

	#define CHECKBUF(buf,nbuf,n) \
	do { \
	if ( nbuf < (size_t)(n) ) {\
	free(buf); \
	buf = (kiss_fft_s32_cpx)KISS_FFT_S32_MALLOC(sizeof(kiss_fft_s32_cpx)(n)); \
	nbuf = (size_t)(n); \
	} \
	}while(0)


	static void
	kf_bfly2 (kiss_fft_s32_cpx * Fout,
	const size_t fstride, const kiss_fft_s32_cfg st, int m)
	{
	kiss_fft_s32_cpx *Fout2;
	kiss_fft_s32_cpx *tw1 = st->twiddles;
	kiss_fft_s32_cpx t;

	Fout2 = Fout + m;
	do {
	C_FIXDIV (*Fout, 2);
	C_FIXDIV (*Fout2, 2);

	C_MUL (t, Fout2, tw1);
	tw1 += fstride;
	C_SUB (Fout2, Fout, t);
	C_ADDTO (*Fout, t);
	++Fout2;
	++Fout;
	} while (--m);
	}

	static void
	kf_bfly4 (kiss_fft_s32_cpx * Fout,
	const size_t fstride, const kiss_fft_s32_cfg st, const size_t m)
	{
	kiss_fft_s32_cpx tw1, tw2, *tw3;
	kiss_fft_s32_cpx scratch[6];
	size_t k = m;
	const size_t m2 = 2 * m;
	const size_t m3 = 3 * m;

	tw3 = tw2 = tw1 = st->twiddles;

	do {
	C_FIXDIV (*Fout, 4);
	C_FIXDIV (Fout[m], 4);
	C_FIXDIV (Fout[m2], 4);
	C_FIXDIV (Fout[m3], 4);

	C_MUL (scratch[0], Fout[m], *tw1);
	C_MUL (scratch[1], Fout[m2], *tw2);
	C_MUL (scratch[2], Fout[m3], *tw3);

	C_SUB (scratch[5], *Fout, scratch[1]);
	C_ADDTO (*Fout, scratch[1]);
	C_ADD (scratch[3], scratch[0], scratch[2]);
	C_SUB (scratch[4], scratch[0], scratch[2]);
	C_SUB (Fout[m2], *Fout, scratch[3]);
	tw1 += fstride;
	tw2 += fstride * 2;
	tw3 += fstride * 3;
	C_ADDTO (*Fout, scratch[3]);

	if (st->inverse) {
	Fout[m].r = scratch[5].r - scratch[4].i;
	Fout[m].i = scratch[5].i + scratch[4].r;
	Fout[m3].r = scratch[5].r + scratch[4].i;
	Fout[m3].i = scratch[5].i - scratch[4].r;
	} else {
	Fout[m].r = scratch[5].r + scratch[4].i;
	Fout[m].i = scratch[5].i - scratch[4].r;
	Fout[m3].r = scratch[5].r - scratch[4].i;
	Fout[m3].i = scratch[5].i + scratch[4].r;
	}
	++Fout;
	} while (--k);
	}

	static void
	kf_bfly3 (kiss_fft_s32_cpx * Fout,
	const size_t fstride, const kiss_fft_s32_cfg st, size_t m)
	{
	size_t k = m;
	const size_t m2 = 2 * m;
	kiss_fft_s32_cpx tw1, tw2;
	kiss_fft_s32_cpx scratch[5];
	kiss_fft_s32_cpx epi3;

	epi3 = st->twiddles[fstride * m];

	tw1 = tw2 = st->twiddles;

	do {
	C_FIXDIV (*Fout, 3);
	C_FIXDIV (Fout[m], 3);
	C_FIXDIV (Fout[m2], 3);

	C_MUL (scratch[1], Fout[m], *tw1);
	C_MUL (scratch[2], Fout[m2], *tw2);

	C_ADD (scratch[3], scratch[1], scratch[2]);
	C_SUB (scratch[0], scratch[1], scratch[2]);
	tw1 += fstride;
	tw2 += fstride * 2;

	Fout[m].r = Fout->r - HALF_OF (scratch[3].r);
	Fout[m].i = Fout->i - HALF_OF (scratch[3].i);

	C_MULBYSCALAR (scratch[0], epi3.i);

	C_ADDTO (*Fout, scratch[3]);

	Fout[m2].r = Fout[m].r + scratch[0].i;
	Fout[m2].i = Fout[m].i - scratch[0].r;

	Fout[m].r -= scratch[0].i;
	Fout[m].i += scratch[0].r;

	++Fout;
	} while (--k);
	}

	static void
	kf_bfly5 (kiss_fft_s32_cpx * Fout,
	const size_t fstride, const kiss_fft_s32_cfg st, int m)
	{
	kiss_fft_s32_cpx Fout0, Fout1, Fout2, Fout3, *Fout4;
	int u;
	kiss_fft_s32_cpx scratch[13];
	kiss_fft_s32_cpx *twiddles = st->twiddles;
	kiss_fft_s32_cpx *tw;
	kiss_fft_s32_cpx ya, yb;

	ya = twiddles[fstride * m];
	yb = twiddles[fstride * 2 * m];

	Fout0 = Fout;
	Fout1 = Fout0 + m;
	Fout2 = Fout0 + 2 * m;
	Fout3 = Fout0 + 3 * m;
	Fout4 = Fout0 + 4 * m;

	tw = st->twiddles;
	for (u = 0; u < m; ++u) {
	C_FIXDIV (*Fout0, 5);
	C_FIXDIV (*Fout1, 5);
	C_FIXDIV (*Fout2, 5);
	C_FIXDIV (*Fout3, 5);
	C_FIXDIV (*Fout4, 5);
	scratch[0] = *Fout0;

	C_MUL (scratch[1], Fout1, tw[u fstride]);
	C_MUL (scratch[2], Fout2, tw[2 u * fstride]);
	C_MUL (scratch[3], Fout3, tw[3 u * fstride]);
	C_MUL (scratch[4], Fout4, tw[4 u * fstride]);

	C_ADD (scratch[7], scratch[1], scratch[4]);
	C_SUB (scratch[10], scratch[1], scratch[4]);
	C_ADD (scratch[8], scratch[2], scratch[3]);
	C_SUB (scratch[9], scratch[2], scratch[3]);

	Fout0->r += scratch[7].r + scratch[8].r;
	Fout0->i += scratch[7].i + scratch[8].i;

	scratch[5].r =
	scratch[0].r + S_MUL (scratch[7].r, ya.r) + S_MUL (scratch[8].r, yb.r);
	scratch[5].i =
	scratch[0].i + S_MUL (scratch[7].i, ya.r) + S_MUL (scratch[8].i, yb.r);

	scratch[6].r = S_MUL (scratch[10].i, ya.i) + S_MUL (scratch[9].i, yb.i);
	scratch[6].i = -S_MUL (scratch[10].r, ya.i) - S_MUL (scratch[9].r, yb.i);

	C_SUB (*Fout1, scratch[5], scratch[6]);
	C_ADD (*Fout4, scratch[5], scratch[6]);

	scratch[11].r =
	scratch[0].r + S_MUL (scratch[7].r, yb.r) + S_MUL (scratch[8].r, ya.r);
	scratch[11].i =
	scratch[0].i + S_MUL (scratch[7].i, yb.r) + S_MUL (scratch[8].i, ya.r);
	scratch[12].r = -S_MUL (scratch[10].i, yb.i) + S_MUL (scratch[9].i, ya.i);
	scratch[12].i = S_MUL (scratch[10].r, yb.i) - S_MUL (scratch[9].r, ya.i);

	C_ADD (*Fout2, scratch[11], scratch[12]);
	C_SUB (*Fout3, scratch[11], scratch[12]);

	++Fout0;
	++Fout1;
	++Fout2;
	++Fout3;
	++Fout4;
	}
	}

	/* perform the butterfly for one stage of a mixed radix FFT */
	static void
	kf_bfly_generic (kiss_fft_s32_cpx * Fout,
	const size_t fstride, const kiss_fft_s32_cfg st, int m, int p)
	{
	int u, k, q1, q;
	kiss_fft_s32_cpx *twiddles = st->twiddles;
	kiss_fft_s32_cpx t;
	int Norig = st->nfft;

	CHECKBUF (scratchbuf, nscratchbuf, p);

	for (u = 0; u < m; ++u) {
	k = u;
	for (q1 = 0; q1 < p; ++q1) {
	scratchbuf[q1] = Fout[k];
	C_FIXDIV (scratchbuf[q1], p);
	k += m;
	}

	k = u;
	for (q1 = 0; q1 < p; ++q1) {
	int twidx = 0;

	Fout[k] = scratchbuf[0];
	for (q = 1; q < p; ++q) {
	twidx += fstride * k;
	if (twidx >= Norig)
	twidx -= Norig;
	C_MUL (t, scratchbuf[q], twiddles[twidx]);
	C_ADDTO (Fout[k], t);
	}
	k += m;
	}
	}
	}

	static void
	kf_work (kiss_fft_s32_cpx * Fout,
	const kiss_fft_s32_cpx * f,
	const size_t fstride,
	int in_stride, int *factors, const kiss_fft_s32_cfg st)
	{
	kiss_fft_s32_cpx *Fout_beg = Fout;
	const int p = factors++; / the radix */
	const int m = factors++; / stage's fft length/p */
	const kiss_fft_s32_cpx Fout_end = Fout + p m;

	#ifdef _OPENMP
	// use openmp extensions at the
	// top-level (not recursive)
	if (fstride == 1) {
	int k;

	// execute the p different work units in different threads
	# pragma omp parallel for
	for (k = 0; k < p; ++k)
	kf_work (Fout + k * m, f + fstride * in_stride * k, fstride * p,
	in_stride, factors, st);
	// all threads have joined by this point

	switch (p) {
	case 2:
	kf_bfly2 (Fout, fstride, st, m);
	break;
	case 3:
	kf_bfly3 (Fout, fstride, st, m);
	break;
	case 4:
	kf_bfly4 (Fout, fstride, st, m);
	break;
	case 5:
	kf_bfly5 (Fout, fstride, st, m);
	break;
	default:
	kf_bfly_generic (Fout, fstride, st, m, p);
	break;
	}
	return;
	}
	#endif

	if (m == 1) {
	do {
	Fout = f;
	f += fstride * in_stride;
	} while (++Fout != Fout_end);
	} else {
	do {
	// recursive call:
	// DFT of size m*p performed by doing
	// p instances of smaller DFTs of size m,
	// each one takes a decimated version of the input
	kf_work (Fout, f, fstride * p, in_stride, factors, st);
	f += fstride * in_stride;
	} while ((Fout += m) != Fout_end);
	}

	Fout = Fout_beg;

	// recombine the p smaller DFTs
	switch (p) {
	case 2:
	kf_bfly2 (Fout, fstride, st, m);
	break;
	case 3:
	kf_bfly3 (Fout, fstride, st, m);
	break;
	case 4:
	kf_bfly4 (Fout, fstride, st, m);
	break;
	case 5:
	kf_bfly5 (Fout, fstride, st, m);
	break;
	default:
	kf_bfly_generic (Fout, fstride, st, m, p);
	break;
	}
	}

	/* facbuf is populated by p1,m1,p2,m2, ...
	where
	p[i] * m[i] = m[i-1]
	m0 = n */
	static void
	kf_factor (int n, int *facbuf)
	{
	int p = 4;
	double floor_sqrt;

	floor_sqrt = floor (sqrt ((double) n));

	/factor out powers of 4, powers of 2, then any remaining primes /
	do {
	while (n % p) {
	switch (p) {
	case 4:
	p = 2;
	break;
	case 2:
	p = 3;
	break;
	default:
	p += 2;
	break;
	}
	if (p > floor_sqrt)
	p = n; /* no more factors, skip to end */
	}
	n /= p;
	*facbuf++ = p;
	*facbuf++ = n;
	} while (n > 1);
	}

	/*
	*
	* User-callable function to allocate all necessary storage space for the fft.
	*
	* The return value is a contiguous block of memory, allocated with malloc. As such,
	* It can be freed with free(), rather than a kiss_fft-specific function.
	* */
	kiss_fft_s32_cfg
	kiss_fft_s32_alloc (int nfft, int inverse_fft, void mem, size_t lenmem)
	{
	kiss_fft_s32_cfg st = NULL;
	size_t memneeded = sizeof (struct kiss_fft_s32_state)
	+ sizeof (kiss_fft_s32_cpx) * (nfft - 1); /* twiddle factors */

	if (lenmem == NULL) {
	st = (kiss_fft_s32_cfg) KISS_FFT_S32_MALLOC (memneeded);
	} else {
	if (mem != NULL && *lenmem >= memneeded)
	st = (kiss_fft_s32_cfg) mem;
	*lenmem = memneeded;
	}
	if (st) {
	int i;

	st->nfft = nfft;
	st->inverse = inverse_fft;

	for (i = 0; i < nfft; ++i) {
	const double pi =
	3.141592653589793238462643383279502884197169399375105820974944;
	double phase = -2 * pi * i / nfft;

	if (st->inverse)
	phase *= -1;
	kf_cexp (st->twiddles + i, phase);
	}

	kf_factor (nfft, st->factors);
	}
	return st;
	}




	void
	kiss_fft_s32_stride (kiss_fft_s32_cfg st, const kiss_fft_s32_cpx * fin,
	kiss_fft_s32_cpx * fout, int in_stride)
	{
	if (fin == fout) {
	CHECKBUF (tmpbuf, ntmpbuf, st->nfft);
	kf_work (tmpbuf, fin, 1, in_stride, st->factors, st);
	memcpy (fout, tmpbuf, sizeof (kiss_fft_s32_cpx) * st->nfft);
	} else {
	kf_work (fout, fin, 1, in_stride, st->factors, st);
	}
	}

	void
	kiss_fft_s32 (kiss_fft_s32_cfg cfg, const kiss_fft_s32_cpx * fin,
	kiss_fft_s32_cpx * fout)
	{
	kiss_fft_s32_stride (cfg, fin, fout, 1);
	}


	/* not really necessary to call, but if someone is doing in-place ffts, they may want to free the
	buffers from CHECKBUF
	*/
	void
	kiss_fft_s32_cleanup (void)
	{
	free (scratchbuf);
	scratchbuf = NULL;
	nscratchbuf = 0;
	free (tmpbuf);
	tmpbuf = NULL;
	ntmpbuf = 0;
	}

	int
	kiss_fft_s32_next_fast_size (int n)
	{
	while (1) {
	int m = n;

	while ((m % 2) == 0)
	m /= 2;
	while ((m % 3) == 0)
	m /= 3;
	while ((m % 5) == 0)
	m /= 5;
	if (m <= 1)
	break; /* n is completely factorable by twos, threes, and fives */
	n++;
	}
	return n;
	}