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Fastest sort of fixed length 6 int array

Asked 2010-05-07T07:24:45.013
419

Answering to another Stack Overflow question (this one) I stumbled upon an interesting sub-problem. What is the fastest way to sort an array of 6 integers?

As the question is very low level:

  • we can't assume libraries are available (and the call itself has its cost), only plain C
  • to avoid emptying instruction pipeline (that has a very high cost) we should probably minimize branches, jumps, and every other kind of control flow breaking (like those hidden behind sequence points in && or ||).
  • room is constrained and minimizing registers and memory use is an issue, ideally in place sort is probably best.

Really this question is a kind of Golf where the goal is not to minimize source length but execution time. I call it 'Zening' code as used in the title of the book Zen of Code optimization by Michael Abrash and its sequels.

As for why it is interesting, there is several layers:

  • the example is simple and easy to understand and measure, not much C skill involved
  • it shows effects of choice of a good algorithm for the problem, but also effects of the compiler and underlying hardware.

Here is my reference (naive, not optimized) implementation and my test set.

#include <stdio.h>

static __inline__ int sort6(int * d){

    char j, i, imin;
    int tmp;
    for (j = 0 ; j < 5 ; j++){
        imin = j;
        for (i = j + 1; i < 6 ; i++){
            if (d[i] < d[imi
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1 Answer

36

Looks like I got to the party a year late, but here we go...

Looking at the assembly generated by gcc 4.5.2 I observed that loads and stores are being done for every swap, which really isn't needed. It would be better to load the 6 values into registers, sort those, and store them back into memory. I ordered the loads at stores to be as close as possible to there the registers are first needed and last used. I also used Steinar H. Gunderson's SWAP macro. Update: I switched to Paolo Bonzini's SWAP macro which gcc converts into something similar to Gunderson's, but gcc is able to better order the instructions since they aren't given as explicit assembly.

I used the same swap order as the reordered swap network given as the best performing, although there may be a better ordering. If I find some more time I'll generate and test a bunch of permutations.

I changed the testing code to consider over 4000 arrays and show the average number of cycles needed to sort each one. On an i5-650 I'm getting ~34.1 cycles/sort (using -O3), compared to the original reordered sorting network getting ~65.3 cycles/sort (using -O1, beats -O2 and -O3).

#include <stdio.h>

static inline void sort6_fast(int * d) {
#define SWAP(x,y) { int dx = x, dy = y, tmp; tmp = x = dx < dy ? dx : dy; y ^= dx ^ tmp; }
    register int x0,x1,x2,x3,x4,x5;
    x1 = d[1];
    x2 = d[2];
    SWAP(x1, x2);
    x4 = d[4];
    x5 = d[5];
    SWAP(x4, x5);
    x0 = d[0];
    SWAP(x0, x2);
    x3 = d[3];
    SWAP(x3, x5);
    SWAP(x0, x1);
    SWAP(x3, x4);
    SWAP(x1, x4);
    SWAP(x0, x3);
    d[0] = x0;
    SWAP(x2, x5);
    d[5] = x5;
    SWAP(x1, x3);
    d[1] = x1;
    SWAP(x2, x4);
    d[4] = x4;
    SWAP(x2, x3);
    d[2] = x2;
    d[3] = x3;

#undef SWAP
#undef min
#undef max
}

static __inline__ unsigned long long rdtsc(void)
{
    unsigned long long int x;
    __asm__ volatile ("rdtsc; shlq $32, %%rdx; orq %%rdx, %0" : "=a" (x) : : "rdx");
    return x;
answered 2011-08-24T15:29:18.580

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