8
examples/sort/Makefile
Normal file
8
examples/sort/Makefile
Normal file
@@ -0,0 +1,8 @@
|
|||||||
|
|
||||||
|
EXAMPLE=sort
|
||||||
|
CPP_SRC=sort.cpp sort_serial.cpp
|
||||||
|
ISPC_SRC=sort.ispc
|
||||||
|
ISPC_TARGETS=sse2,sse4-x2,avx
|
||||||
|
#ISPC_FLAGS=-DDEBUG
|
||||||
|
|
||||||
|
include ../common.mk
|
||||||
134
examples/sort/sort.cpp
Normal file
134
examples/sort/sort.cpp
Normal file
@@ -0,0 +1,134 @@
|
|||||||
|
/*
|
||||||
|
Copyright (c) 2013, Intel Corporation
|
||||||
|
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 name of Intel Corporation nor the names of its
|
||||||
|
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.
|
||||||
|
*/
|
||||||
|
|
||||||
|
/* Author: Tomasz Koziara */
|
||||||
|
|
||||||
|
#include <stdio.h>
|
||||||
|
#include <stdlib.h>
|
||||||
|
#include <algorithm>
|
||||||
|
#include <iostream>
|
||||||
|
#include <iomanip>
|
||||||
|
#include "../timing.h"
|
||||||
|
#include "sort_ispc.h"
|
||||||
|
|
||||||
|
using namespace ispc;
|
||||||
|
|
||||||
|
extern void sort_serial (int n, unsigned int code[], int order[]);
|
||||||
|
|
||||||
|
/* progress bar by Ross Hemsley;
|
||||||
|
* http://www.rosshemsley.co.uk/2011/02/creating-a-progress-bar-in-c-or-any-other-console-app/ */
|
||||||
|
static inline void progressbar (unsigned int x, unsigned int n, unsigned int w = 50)
|
||||||
|
{
|
||||||
|
if (n < 100)
|
||||||
|
{
|
||||||
|
x *= 100/n;
|
||||||
|
n = 100;
|
||||||
|
}
|
||||||
|
|
||||||
|
if ((x != n) && (x % (n/100) != 0)) return;
|
||||||
|
|
||||||
|
using namespace std;
|
||||||
|
float ratio = x/(float)n;
|
||||||
|
int c = ratio * w;
|
||||||
|
|
||||||
|
cout << setw(3) << (int)(ratio*100) << "% [";
|
||||||
|
for (int x=0; x<c; x++) cout << "=";
|
||||||
|
for (int x=c; x<w; x++) cout << " ";
|
||||||
|
cout << "]\r" << flush;
|
||||||
|
}
|
||||||
|
|
||||||
|
int main (int argc, char *argv[])
|
||||||
|
{
|
||||||
|
int i, j, n = argc == 1 ? 1000000 : atoi(argv[1]), m = n < 100 ? 1 : 50, l = n < 100 ? n : RAND_MAX;
|
||||||
|
double tISPC1 = 0.0, tISPC2 = 0.0, tSerial = 0.0;
|
||||||
|
unsigned int *code = new unsigned int [n];
|
||||||
|
int *order = new int [n];
|
||||||
|
|
||||||
|
srand (0);
|
||||||
|
|
||||||
|
for (i = 0; i < m; i ++)
|
||||||
|
{
|
||||||
|
for (j = 0; j < n; j ++) code [j] = random() % l;
|
||||||
|
|
||||||
|
reset_and_start_timer();
|
||||||
|
|
||||||
|
sort_ispc (n, code, order, 1);
|
||||||
|
|
||||||
|
tISPC1 += get_elapsed_mcycles();
|
||||||
|
|
||||||
|
progressbar (i, m);
|
||||||
|
}
|
||||||
|
|
||||||
|
printf("[sort ispc]:\t[%.3f] million cycles\n", tISPC1);
|
||||||
|
|
||||||
|
srand (0);
|
||||||
|
|
||||||
|
for (i = 0; i < m; i ++)
|
||||||
|
{
|
||||||
|
for (j = 0; j < n; j ++) code [j] = random() % l;
|
||||||
|
|
||||||
|
reset_and_start_timer();
|
||||||
|
|
||||||
|
sort_ispc (n, code, order, 0);
|
||||||
|
|
||||||
|
tISPC2 += get_elapsed_mcycles();
|
||||||
|
|
||||||
|
progressbar (i, m);
|
||||||
|
}
|
||||||
|
|
||||||
|
printf("[sort ispc+tasks]:\t[%.3f] million cycles\n", tISPC2);
|
||||||
|
|
||||||
|
srand (0);
|
||||||
|
|
||||||
|
for (i = 0; i < m; i ++)
|
||||||
|
{
|
||||||
|
for (j = 0; j < n; j ++) code [j] = random() % l;
|
||||||
|
|
||||||
|
reset_and_start_timer();
|
||||||
|
|
||||||
|
sort_serial (n, code, order);
|
||||||
|
|
||||||
|
tSerial += get_elapsed_mcycles();
|
||||||
|
|
||||||
|
progressbar (i, m);
|
||||||
|
}
|
||||||
|
|
||||||
|
printf("[sort serial]:\t\t[%.3f] million cycles\n", tSerial);
|
||||||
|
|
||||||
|
printf("\t\t\t\t(%.2fx speedup from ISPC serial)\n", tSerial/tISPC1);
|
||||||
|
printf("\t\t\t\t(%.2fx speedup from ISPC with tasks)\n", tSerial/tISPC2);
|
||||||
|
|
||||||
|
delete code;
|
||||||
|
delete order;
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
249
examples/sort/sort.ispc
Normal file
249
examples/sort/sort.ispc
Normal file
@@ -0,0 +1,249 @@
|
|||||||
|
/*
|
||||||
|
Copyright (c) 2013, Intel Corporation
|
||||||
|
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 name of Intel Corporation nor the names of its
|
||||||
|
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.
|
||||||
|
*/
|
||||||
|
|
||||||
|
/* Author: Tomasz Koziara */
|
||||||
|
|
||||||
|
task void histogram (uniform int span, uniform int n, uniform int64 code[], uniform int pass, uniform int hist[])
|
||||||
|
{
|
||||||
|
uniform int start = taskIndex*span;
|
||||||
|
uniform int end = taskIndex == taskCount-1 ? n : start+span;
|
||||||
|
uniform int strip = (end-start)/programCount;
|
||||||
|
uniform int tail = (end-start)%programCount;
|
||||||
|
int i = programCount*taskIndex + programIndex;
|
||||||
|
int g [256];
|
||||||
|
|
||||||
|
cfor (int j = 0; j < 256; j ++)
|
||||||
|
{
|
||||||
|
g[j] = 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
cfor (int k = start+programIndex*strip; k < start+(programIndex+1)*strip; k ++)
|
||||||
|
{
|
||||||
|
unsigned int8 *c = (unsigned int8*) &code[k];
|
||||||
|
|
||||||
|
g[c[pass]] ++;
|
||||||
|
}
|
||||||
|
|
||||||
|
if (programIndex == programCount-1) /* remainder is processed by the last lane */
|
||||||
|
{
|
||||||
|
for (int k = start+programCount*strip; k < start+programCount*strip+tail; k ++)
|
||||||
|
{
|
||||||
|
unsigned int8 *c = (unsigned int8*) &code[k];
|
||||||
|
|
||||||
|
g[c[pass]] ++;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
cfor (int j = 0; j < 256; j ++)
|
||||||
|
{
|
||||||
|
hist[j*programCount*taskCount+i] = g[j];
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
task void permutation (uniform int span, uniform int n, uniform int64 code[], uniform int pass, uniform int hist[], uniform int64 perm[])
|
||||||
|
{
|
||||||
|
uniform int start = taskIndex*span;
|
||||||
|
uniform int end = taskIndex == taskCount-1 ? n : start+span;
|
||||||
|
uniform int strip = (end-start)/programCount;
|
||||||
|
uniform int tail = (end-start)%programCount;
|
||||||
|
int i = programCount*taskIndex + programIndex;
|
||||||
|
int g [256];
|
||||||
|
|
||||||
|
cfor (int j = 0; j < 256; j ++)
|
||||||
|
{
|
||||||
|
g[j] = hist[j*programCount*taskCount+i];
|
||||||
|
}
|
||||||
|
|
||||||
|
cfor (int k = start+programIndex*strip; k < start+(programIndex+1)*strip; k ++)
|
||||||
|
{
|
||||||
|
unsigned int8 *c = (unsigned int8*) &code[k];
|
||||||
|
|
||||||
|
int l = g[c[pass]];
|
||||||
|
|
||||||
|
perm[l] = code[k];
|
||||||
|
|
||||||
|
g[c[pass]] = l+1;
|
||||||
|
}
|
||||||
|
|
||||||
|
if (programIndex == programCount-1) /* remainder is processed by the last lane */
|
||||||
|
{
|
||||||
|
for (int k = start+programCount*strip; k < start+programCount*strip+tail; k ++)
|
||||||
|
{
|
||||||
|
unsigned int8 *c = (unsigned int8*) &code[k];
|
||||||
|
|
||||||
|
int l = g[c[pass]];
|
||||||
|
|
||||||
|
perm[l] = code[k];
|
||||||
|
|
||||||
|
g[c[pass]] = l+1;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
task void copy (uniform int span, uniform int n, uniform int64 from[], uniform int64 to[])
|
||||||
|
{
|
||||||
|
uniform int start = taskIndex*span;
|
||||||
|
uniform int end = taskIndex == taskCount-1 ? n : start+span;
|
||||||
|
|
||||||
|
foreach (i = start ... end)
|
||||||
|
{
|
||||||
|
to[i] = from[i];
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
task void pack (uniform int span, uniform int n, uniform unsigned int code[], uniform int64 pair[])
|
||||||
|
{
|
||||||
|
uniform int start = taskIndex*span;
|
||||||
|
uniform int end = taskIndex == taskCount-1 ? n : start+span;
|
||||||
|
|
||||||
|
foreach (i = start ... end)
|
||||||
|
{
|
||||||
|
pair[i] = ((int64)i<<32)+code[i];
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
task void unpack (uniform int span, uniform int n, uniform int64 pair[], uniform int unsigned code[], uniform int order[])
|
||||||
|
{
|
||||||
|
uniform int start = taskIndex*span;
|
||||||
|
uniform int end = taskIndex == taskCount-1 ? n : start+span;
|
||||||
|
|
||||||
|
foreach (i = start ... end)
|
||||||
|
{
|
||||||
|
code[i] = pair[i];
|
||||||
|
order[i] = pair[i]>>32;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
task void addup (uniform int h[], uniform int g[])
|
||||||
|
{
|
||||||
|
uniform int * uniform u = &h[256*programCount*taskIndex];
|
||||||
|
uniform int i, x, y = 0;
|
||||||
|
|
||||||
|
for (i = 0; i < 256*programCount; i ++)
|
||||||
|
{
|
||||||
|
x = u[i];
|
||||||
|
u[i] = y;
|
||||||
|
y += x;
|
||||||
|
}
|
||||||
|
|
||||||
|
g[taskIndex] = y;
|
||||||
|
}
|
||||||
|
|
||||||
|
task void bumpup (uniform int h[], uniform int g[])
|
||||||
|
{
|
||||||
|
uniform int * uniform u = &h[256*programCount*taskIndex];
|
||||||
|
uniform int z = g[taskIndex];
|
||||||
|
|
||||||
|
foreach (i = 0 ... 256*programCount)
|
||||||
|
{
|
||||||
|
u[i] += z;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
static void prefix_sum (uniform int num, uniform int h[])
|
||||||
|
{
|
||||||
|
uniform int * uniform g = uniform new int [num+1];
|
||||||
|
uniform int i;
|
||||||
|
|
||||||
|
launch[num] addup (h, g+1);
|
||||||
|
sync;
|
||||||
|
|
||||||
|
for (g[0] = 0, i = 1; i < num; i ++) g[i] += g[i-1];
|
||||||
|
|
||||||
|
launch[num] bumpup (h, g);
|
||||||
|
sync;
|
||||||
|
|
||||||
|
delete g;
|
||||||
|
}
|
||||||
|
|
||||||
|
export void sort_ispc (uniform int n, uniform unsigned int code[], uniform int order[], uniform int ntasks)
|
||||||
|
{
|
||||||
|
uniform int num = ntasks < 1 ? num_cores () : ntasks;
|
||||||
|
uniform int span = n / num;
|
||||||
|
uniform int hsize = 256*programCount*num;
|
||||||
|
uniform int * uniform hist = uniform new int [hsize];
|
||||||
|
uniform int64 * uniform pair = uniform new int64 [n];
|
||||||
|
uniform int64 * uniform temp = uniform new int64 [n];
|
||||||
|
uniform int pass, i;
|
||||||
|
|
||||||
|
#if DEBUG
|
||||||
|
if (n < 100)
|
||||||
|
{
|
||||||
|
print ("input: ");
|
||||||
|
for (i = 0; i < n; i ++) print ("%, ", code[i]);
|
||||||
|
print ("\n");
|
||||||
|
}
|
||||||
|
#endif
|
||||||
|
|
||||||
|
launch[num] pack (span, n, code, pair);
|
||||||
|
sync;
|
||||||
|
|
||||||
|
for (pass = 0; pass < 4; pass ++)
|
||||||
|
{
|
||||||
|
launch[num] histogram (span, n, pair, pass, hist);
|
||||||
|
sync;
|
||||||
|
|
||||||
|
prefix_sum (num, hist);
|
||||||
|
|
||||||
|
launch[num] permutation (span, n, pair, pass, hist, temp);
|
||||||
|
sync;
|
||||||
|
|
||||||
|
launch[num] copy (span, n, temp, pair);
|
||||||
|
sync;
|
||||||
|
}
|
||||||
|
|
||||||
|
launch[num] unpack (span, n, pair, code, order);
|
||||||
|
sync;
|
||||||
|
|
||||||
|
#if DEBUG
|
||||||
|
for (i = 0; i < n; i ++)
|
||||||
|
{
|
||||||
|
if (i > 0 && code[i-1] > code[i])
|
||||||
|
print ("ERR at % => % > %; ", i, code[i-1], code[i]);
|
||||||
|
}
|
||||||
|
|
||||||
|
if (n < 100)
|
||||||
|
{
|
||||||
|
print ("output: ");
|
||||||
|
for (i = 0; i < n; i ++) print ("%, ", code[i]);
|
||||||
|
print ("\n");
|
||||||
|
print ("order: ");
|
||||||
|
for (i = 0; i < n; i ++) print ("%, ", order[i]);
|
||||||
|
print ("\n");
|
||||||
|
}
|
||||||
|
#endif
|
||||||
|
|
||||||
|
delete hist;
|
||||||
|
delete pair;
|
||||||
|
delete temp;
|
||||||
|
}
|
||||||
60
examples/sort/sort_serial.cpp
Normal file
60
examples/sort/sort_serial.cpp
Normal file
@@ -0,0 +1,60 @@
|
|||||||
|
/*
|
||||||
|
Copyright (c) 2013, Intel Corporation
|
||||||
|
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 name of Intel Corporation nor the names of its
|
||||||
|
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.
|
||||||
|
*/
|
||||||
|
|
||||||
|
/* Author: Tomasz Koziara */
|
||||||
|
|
||||||
|
#include <vector>
|
||||||
|
#include <algorithm>
|
||||||
|
#include <utility>
|
||||||
|
|
||||||
|
typedef std::pair<double,int> pair;
|
||||||
|
|
||||||
|
struct cmp
|
||||||
|
{
|
||||||
|
bool operator() (const pair& a, const pair& b) { return a.first < b.first; }
|
||||||
|
};
|
||||||
|
|
||||||
|
void sort_serial (int n, unsigned int code[], int order[])
|
||||||
|
{
|
||||||
|
std::vector<pair> pairs;
|
||||||
|
|
||||||
|
pairs.reserve (n);
|
||||||
|
|
||||||
|
for (int i = 0; i < n; i++) pairs.push_back (pair(code[i], i));
|
||||||
|
|
||||||
|
std::sort (pairs.begin(), pairs.end(), cmp());
|
||||||
|
|
||||||
|
int *o = order;
|
||||||
|
|
||||||
|
for (std::vector<pair>::const_iterator p = pairs.begin(); p != pairs.end(); ++p, ++o) *o = p->second;
|
||||||
|
}
|
||||||
Reference in New Issue
Block a user