static int Integrate(This *t, real *integral, real *error, real *prob)
{
bin_t *bins;
count dim, comp;
int fail;
StateDecl;
csize_t statesize = sizeof(State) +
NCOMP*sizeof(Cumulants) + NDIM*sizeof(Grid);
Sized(State, state, statesize);
Cumulants *c, *C = state->cumul + t->ncomp;
Grid *state_grid = (Grid *)C;
Array(Grid, margsum, NCOMP, NDIM);
Vector(char, out, 128*NCOMP + 256);
if( VERBOSE > 1 ) {
sprintf(out, "Vegas input parameters:\n"
" ndim " COUNT "\n ncomp " COUNT "\n"
ML_NOT(" nvec " NUMBER "\n")
" epsrel " REAL "\n epsabs " REAL "\n"
" flags %d\n seed %d\n"
" mineval " NUMBER "\n maxeval " NUMBER "\n"
" nstart " NUMBER "\n nincrease " NUMBER "\n"
" nbatch " NUMBER "\n gridno %d\n"
" statefile \"%s\"",
t->ndim, t->ncomp,
ML_NOT(t->nvec,)
t->epsrel, t->epsabs,
t->flags, t->seed,
t->mineval, t->maxeval,
t->nstart, t->nincrease, t->nbatch,
t->gridno, t->statefile);
Print(out);
}
static int Integrate(This *t, real *integral, real *error, real *prob)
{
StateDecl;
csize_t statesize = sizeof(State) + NCOMP*sizeof(Totals);
Sized(State, state, statesize);
csize_t regionsize = RegionSize;
Vector(char, out, 64*NDIM + 256*NCOMP);
Totals *tot, *Tot = state->totals + t->ncomp;
Bounds *b, *B;
Result *res;
count comp, iregion;
number nwant, err;
real nneed;
ML_ONLY(number neff;)
static int Integrate(This *t, real *integral, real *error, real *prob)
{
StateDecl;
csize_t statesize = sizeof(State) + NCOMP*sizeof(Result);
Sized(State, state, statesize);
Array(Var, var, NDIM, 2);
Vector(char, out, 128*NCOMP + 256);
Region *anchor = NULL, *region = NULL;
Result *tot, *Tot = state->totals + t->ncomp;
Result *res, *resL, *resR;
Bounds *b, *B;
cnumber minsamples = IMax(t->nmin, MINSAMPLES);
count dim, comp;
int fail;
if( VERBOSE > 1 ) {
sprintf(out, "Suave input parameters:\n"
" ndim " COUNT "\n ncomp " COUNT "\n"
ML_NOT(" nvec " NUMBER "\n")
" epsrel " REAL "\n epsabs " REAL "\n"
" flags %d\n seed %d\n"
" mineval " NUMBER "\n maxeval " NUMBER "\n"
" nnew " NUMBER "\n nmin " NUMBER "\n"
" flatness " REAL "\n"
" statefile \"%s\"",
t->ndim, t->ncomp,
ML_NOT(t->nvec,)
SHOW(t->epsrel), SHOW(t->epsabs),
t->flags, t->seed,
t->mineval, t->maxeval,
t->nnew, t->nmin,
SHOW(t->flatness),
t->statefile);
Print(out);
}
static int Integrate(This *t, real *integral, real *error, real *prob)
{
bin_t *bins;
count dim, comp;
int fail;
StateDecl;
csize_t statesize = sizeof(State) +
NCOMP*sizeof(Cumulants) + NDIM*sizeof(Grid);
Sized(State, state, statesize);
Cumulants *c, *C = state->cumul + t->ncomp;
Grid *state_grid = (Grid *)C;
Array(Grid, margsum, NCOMP, NDIM);
Vector(char, out, 128*NCOMP + 256);
if( VERBOSE > 1 ) {
sprintf(out, "Vegas input parameters:\n"
" ndim " COUNT "\n ncomp " COUNT "\n"
" epsrel " REAL "\n epsabs " REAL "\n"
" flags %d\n seed %d\n"
" mineval " NUMBER "\n maxeval " NUMBER "\n"
" nstart " NUMBER "\n nincrease " NUMBER "\n"
" nbatch " NUMBER "\n gridno %d\n"
" statefile \"%s\"",
t->ndim, t->ncomp,
t->epsrel, t->epsabs,
t->flags, t->seed,
t->mineval, t->maxeval,
t->nstart, t->nincrease, t->nbatch,
t->gridno, t->statefile);
Print(out);
}
if( BadComponent(t) ) return -2;
if( BadDimension(t) ) return -1;
FrameAlloc(t, ShmRm(t));
ForkCores(t);
Alloc(bins, t->nbatch*t->ndim);
if( (fail = setjmp(t->abort)) ) goto abort;
IniRandom(t);
StateSetup(t);
if( StateReadTest(t) ) {
StateReadOpen(t, fd) {
if( read(fd, state, statesize) != statesize ||
state->signature != StateSignature(t, 1) ) break;
} StateReadClose(t, fd);
t->neval = state->neval;
t->rng.skiprandom(t, t->neval);
}
if( ini ) {
state->niter = 0;
state->nsamples = t->nstart;
FClear(state->cumul);
GetGrid(t, state_grid);
t->neval = 0;
}
/* main iteration loop */
for( ; ; ) {
number nsamples = state->nsamples;
creal jacobian = 1./nsamples;
FClear(margsum);
for( ; nsamples > 0; nsamples -= t->nbatch ) {
cnumber n = IMin(t->nbatch, nsamples);
real *w = t->frame;
real *x = w + n;
real *f = x + n*t->ndim;
real *lastf = f + n*t->ncomp;
bin_t *bin = bins;
while( x < f ) {
real weight = jacobian;
t->rng.getrandom(t, x);
for( dim = 0; dim < t->ndim; ++dim ) {
creal pos = *x*NBINS;
ccount ipos = (count)pos;
creal prev = (ipos == 0) ? 0 : state_grid[dim][ipos - 1];
creal diff = state_grid[dim][ipos] - prev;
*x++ = prev + (pos - ipos)*diff;
*bin++ = ipos;
weight *= diff*NBINS;
}
*w++ = weight;
}
DoSample(t, n, w, f, t->frame, state->niter + 1);
bin = bins;
w = t->frame;
while( f < lastf ) {
creal weight = *w++;
Grid *m = &margsum[0][0];
for( c = state->cumul; c < C; ++c ) {
real wfun = weight*(*f++);
if( wfun ) {
c->sum += wfun;
c->sqsum += wfun *= wfun;
for( dim = 0; dim < t->ndim; ++dim )
m[dim][bin[dim]] += wfun;
}
m += t->ndim;
}
bin += t->ndim;
}
}
fail = 0;
/* compute the integral and error values */
for( c = state->cumul; c < C; ++c ) {
real w = Weight(c->sum, c->sqsum, state->nsamples);
real sigsq = 1/(c->weightsum += w);
real avg = sigsq*(c->avgsum += w*c->sum);
c->avg = LAST ? (sigsq = 1/w, c->sum) : avg;
c->err = sqrt(sigsq);
fail |= (c->err > MaxErr(c->avg));
if( state->niter == 0 ) c->guess = c->sum;
else {
c->chisum += w *= c->sum - c->guess;
c->chisqsum += w*c->sum;
}
c->chisq = c->chisqsum - avg*c->chisum;
c->sum = c->sqsum = 0;
}
if( VERBOSE ) {
char *oe = out + sprintf(out, "\n"
"Iteration " COUNT ": " NUMBER " integrand evaluations so far",
state->niter + 1, t->neval);
for( c = state->cumul, comp = 0; c < C; ++c )
oe += sprintf(oe, "\n[" COUNT "] "
REAL " +- " REAL " \tchisq " REAL " (" COUNT " df)",
++comp, c->avg, c->err, c->chisq, state->niter);
Print(out);
}
if( fail == 0 && t->neval >= t->mineval ) break;
if( t->neval >= t->maxeval && !StateWriteTest(t) ) break;
if( t->ncomp == 1 )
for( dim = 0; dim < t->ndim; ++dim )
RefineGrid(t, state_grid[dim], margsum[0][dim]);
else {
for( dim = 0; dim < t->ndim; ++dim ) {
Grid wmargsum;
Zap(wmargsum);
for( comp = 0; comp < t->ncomp; ++comp ) {
real w = state->cumul[comp].avg;
if( w != 0 ) {
creal *m = margsum[comp][dim];
count bin;
w = 1/Sq(w);
for( bin = 0; bin < NBINS; ++bin )
wmargsum[bin] += w*m[bin];
}
}
RefineGrid(t, state_grid[dim], wmargsum);
}
}
++state->niter;
state->nsamples += t->nincrease;
if( StateWriteTest(t) ) {
state->signature = StateSignature(t, 1);
state->neval = t->neval;
StateWriteOpen(t, fd) {
StateWrite(fd, state, statesize);
} StateWriteClose(t, fd);
if( t->neval >= t->maxeval ) break;
}
}
