/* Double float has 53 bits of fraction. */ #define FRAC (1.0 / (1LL << 48)) typedef double Type; int close_enough (Type a, Type b) { Type diff = a - b; if (diff < 0) diff = -diff; return diff / a < FRAC; } #define N 100 static int __attribute__ ((noinline)) vector (Type ary[N], Type sum, Type prod) { Type tsum = 0, tprod = 1; #pragma acc parallel vector_length(32) copyin(ary[0:N]) copy (tsum, tprod) { #pragma acc loop vector reduction(+:tsum) reduction (*:tprod) for (int ix = 0; ix < N; ix++) { tsum += ary[ix]; tprod *= ary[ix]; } } if (!close_enough (sum, tsum)) return 1; if (!close_enough (prod, tprod)) return 1; return 0; } static int __attribute__ ((noinline)) worker (Type ary[N], Type sum, Type prod) { Type tsum = 0, tprod = 1; #pragma acc parallel num_workers(32) copyin(ary[0:N]) copy (tsum, tprod) { #pragma acc loop worker reduction(+:tsum) reduction (*:tprod) for (int ix = 0; ix < N; ix++) { tsum += ary[ix]; tprod *= ary[ix]; } } if (!close_enough (sum, tsum)) return 1; if (!close_enough (prod, tprod)) return 1; return 0; } static int __attribute__ ((noinline)) gang (Type ary[N], Type sum, Type prod) { Type tsum = 0, tprod = 1; #pragma acc parallel num_gangs (32) copyin(ary[0:N]) copy (tsum, tprod) { #pragma acc loop gang reduction(+:tsum) reduction (*:tprod) for (int ix = 0; ix < N; ix++) { tsum += ary[ix]; tprod *= ary[ix]; } } if (!close_enough (sum, tsum)) return 1; if (!close_enough (prod, tprod)) return 1; return 0; } int main (void) { Type ary[N], sum = 0, prod = 1; for (int ix = 0; ix < N; ix++) { float frac = ix * (1.0f / 1024) + 1.0f; ary[ix] = frac; sum += ary[ix]; prod *= ary[ix]; } if (vector (ary, sum, prod)) return 1; if (worker (ary, sum, prod)) return 1; if (gang (ary, sum, prod)) return 1; return 0; }