c++ - Fusing a triangle loop for parallelization, calculating sub-indices -


a common technique in parallelization fuse nested loops this

for(int i=0; i<n; i++) {     for(int j=0; j<n; j++) { 

to

for(int x=0; x<n*n; x++) {     int = x/n; int j = x%n; 

i'm wondering how can fuse triangle loop this

for(int i=0; i<n; i++) {    for(int j=0; j<i+1; j++) { 

this has n*(n+1)/2 iterations. let's call fused iteration x. using quadratic formula have come this:

for(int x=0; x<(n*(n+1)/2); x++) {           int  = (-1 + sqrt(1.0+8.0*x))/2;     int j = x - i*(i+1)/2; 

unlike fusing square loop requires using sqrt function , conversions int float , float int.

i'm wondering if there simpler or more efficient way of doing this? example solution not require sqrt function or conversions int float or float int.

edit: don't want solution depends on previous or next iterations. want solutions int i = funci(x) , int j = funcj(x,i)

here code showing works:

#include <stdio.h> #include <math.h> int main() {     int n = 5;     int cnt = 0;     for(int i=0; i<n; i++) {         for(int j=0; j<i+1; j++) {             printf("%d: %d %d\n", cnt++, i,j);               }     } printf("\n");      int nmax = n*(n+1)/2;     for(int x=0; x<nmax; x++) {              int  = (-1 + sqrt(1.0+8.0*x))/2;         int j = x - i*(i+1)/2;         printf("%d: %d %d\n", x,i,j);     }        } 

considering you're trying fuse triangle intent of parallelizing, non-obvious solution choose non-trivial mapping of x (i,j):

j |\ ->   | \             ____ | |  \    =>    |\\   | v |___\         |_\\__| 

after all, you're not processing them in special order, exact mapping don't care.

so calculate x->i,j you'd rectangle, if i > j { i=n-i, j = n-j } (mirror y axis, mirror x axis).

   ____  |\\   |      |\           |\  |_\\__|  ==> |_\  __  =>  | \                   / |      |  \                  /__|      |___\ 

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