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/*
* JGL@SAFARI
*/
/**
* CPU code with Thrust
*/
#include <stdio.h>
#include <stdlib.h>
#include <stdbool.h>
#include <string.h>
#include <unistd.h>
#include <getopt.h>
#include <assert.h>
#include <iostream>
#include <fstream>
#include <cstdlib>
#include <ctime>
#include <cstdio>
#include <math.h>
#include <sys/time.h>
#include <vector>
#include <thrust/device_vector.h>
#include <thrust/host_vector.h>
#include <thrust/scan.h>
#include <thrust/copy.h>
#include <thrust/system/omp/execution_policy.h>
#include <thrust/system/omp/vector.h>
#include <omp.h>
#include "../../support/common.h"
#include "../../support/timer.h"
#define XSTR(x) STR(x)
#define STR(x) #x
#define ANSI_COLOR_RED "\x1b[31m"
#define ANSI_COLOR_GREEN "\x1b[32m"
#define ANSI_COLOR_RESET "\x1b[0m"
// Pointer declaration
static T* A;
static T* C;
static T* C2;
/**
* @brief creates input arrays
* @param nr_elements how many elements in input arrays
*/
static void read_input(T* A, unsigned int nr_elements) {
//srand(0);
printf("nr_elements\t%u\t", nr_elements);
for (unsigned int i = 0; i < nr_elements; i++) {
//A[i] = (T) (rand()) % 2;
A[i] = i;
}
}
/**
* @brief compute output in the host
*/
static T reduction_host(T* A, unsigned int nr_elements) {
T count = 0;
for (unsigned int i = 0; i < nr_elements; i++) {
count += A[i];
}
return count;
}
// Params ---------------------------------------------------------------------
typedef struct Params {
unsigned int input_size;
int n_warmup;
int n_reps;
int exp;
int n_threads;
}Params;
void usage() {
fprintf(stderr,
"\nUsage: ./program [options]"
"\n"
"\nGeneral options:"
"\n -h help"
"\n -w <W> # of untimed warmup iterations (default=1)"
"\n -e <E> # of timed repetition iterations (default=3)"
"\n -x <X> Weak (0) or strong (1) scaling (default=0)"
"\n -t <T> # of threads (default=8)"
"\n"
"\nBenchmark-specific options:"
"\n -i <I> input size (default=2M elements)"
"\n");
}
struct Params input_params(int argc, char **argv) {
struct Params p;
p.input_size = 2 << 20;
p.n_warmup = 1;
p.n_reps = 3;
p.exp = 0;
p.n_threads = 1;
int opt;
while((opt = getopt(argc, argv, "hi:w:e:x:t:")) >= 0) {
switch(opt) {
case 'h':
usage();
exit(0);
break;
case 'i': p.input_size = atoi(optarg); break;
case 'w': p.n_warmup = atoi(optarg); break;
case 'e': p.n_reps = atoi(optarg); break;
case 'x': p.exp = atoi(optarg); break;
case 't': p.n_threads = atoi(optarg); break;
default:
fprintf(stderr, "\nUnrecognized option!\n");
usage();
exit(0);
}
}
assert(p.n_threads > 0 && "Invalid # of threads!");
return p;
}
/**
* @brief Main of the Host Application.
*/
int main(int argc, char **argv) {
struct Params p = input_params(argc, argv);
unsigned int nr_of_dpus = 1;
unsigned int i = 0;
const unsigned int input_size = p.exp == 0 ? p.input_size * p.n_threads : p.input_size;
assert(input_size % (p.n_threads) == 0 && "Input size!");
// Input/output allocation
A = (T*)malloc(input_size * sizeof(T));
C = (T*)malloc(input_size * sizeof(T));
C2 = (T*)malloc(input_size * sizeof(T));
T *bufferA = A;
T *bufferC = C2;
T count = 0;
T count_host = 0;
// Create an input file with arbitrary data.
read_input(A, input_size);
// Timer declaration
Timer timer;
float time_gpu = 0;
thrust::omp::vector<T> h_output(input_size);
// Loop over main kernel
for(int rep = 0; rep < p.n_warmup + p.n_reps; rep++) {
// Compute output on CPU (performance comparison and verification purposes)
if(rep >= p.n_warmup)
start(&timer, 0, 0);
count_host = reduction_host(A, input_size);
if(rep >= p.n_warmup)
stop(&timer, 0);
thrust::omp::vector<T> d_input(input_size);
memcpy(thrust::raw_pointer_cast(&d_input[0]), A, input_size * sizeof(T));
omp_set_num_threads(p.n_threads);
unsigned int nr_threads = 0;
#pragma omp parallel
#pragma omp atomic
nr_threads++;
if(rep >= p.n_warmup)
start(&timer, 1, 0);
count = thrust::reduce(thrust::omp::par, d_input.begin(), d_input.end());
if(rep >= p.n_warmup)
stop(&timer, 1);
h_output = d_input;
// Check output
bool status = true;
if(count_host != count){
status = false;
printf("%lu -- %lu\n", count, count_host);
}
if (status) {
printf("[" ANSI_COLOR_GREEN "OK" ANSI_COLOR_RESET "] Outputs are equal\n");
if(rep >= p.n_warmup) {
printf("[::] n_threads=%d e_type=%s n_elements=%d "
"| throughput_cpu_ref_MBps=%f throughput_cpu_thrust_MBps=%f\n",
nr_threads, XSTR(T), input_size,
input_size * sizeof(T) / timer.time[0],
input_size * sizeof(T) / timer.time[1]);
printf("[::] n_threads=%d e_type=%s n_elements=%d "
"| throughput_cpu_ref_MOpps=%f throughput_cpu_thrust_MOpps=%f\n",
nr_threads, XSTR(T), input_size,
input_size / timer.time[0],
input_size / timer.time[1]);
printf("[::] n_threads=%d e_type=%s n_elements=%d | ",
nr_threads, XSTR(T), input_size);
printall(&timer, 1);
}
} else {
printf("[" ANSI_COLOR_RED "ERROR" ANSI_COLOR_RESET "] Outputs differ!\n");
}
}
// Print timing results
//printf("CPU ");
//print(&timer, 0, p.n_reps);
//printf("Kernel ");
//print(&timer, 1, p.n_reps);
// Deallocation
free(A);
free(C);
free(C2);
return 0;
}
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