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mpi_latency.c
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mpi_latency.c
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/* =============================================================================
*
* Title: OpenMPI latency test program
* Author: Felix Niederwanger
*
* =============================================================================
*/
#include <stdio.h>
#include <stdlib.h>
#include <stdbool.h>
#include <math.h>
#include <errno.h>
#include <string.h>
#include <strings.h>
#include <unistd.h>
#include <mpi.h>
#include <sys/time.h>
static bool verbose = false;
static size_t buf_size = 40*1024L;
static int iterations = 5;
static inline double sum_formula(const long n) { return n*(n+1.0)/2.0; }
static double arr_sum(const double *arr, const size_t n) {
double sum = 0.0;
for(size_t i=0;i<n;i++)
sum += arr[i];
return sum;
}
static double arr_max(const double *arr, const size_t n) {
if(n <= 0) return 0;
double ret = arr[0];
for(size_t i=0;i<n;i++)
ret = fmax(ret, arr[i]);
return ret;
}
static double arr_min(const double *arr, const size_t n) {
if(n <= 0) return 0;
double ret = arr[0];
for(size_t i=0;i<n;i++)
ret = fmin(ret, arr[i]);
return ret;
}
static void check_mpi_error(const int rc, const char* func) {
if(rc != 0) {
fprintf(stderr, "Error in %s: %s", func, strerror(errno));
}
}
static void cleanup() {
MPI_Finalize();
}
typedef struct {
double total;
double worst;
double best;
double avg;
} runstat_t;
static void clear_stat(runstat_t *stat) {
stat->total = 0;
stat->worst = 0;
stat->best = 0;
stat->avg = 0;
}
static void parse_args(const int argc, const char** argv) {
int param = 0;
for(int i=1;i<argc;i++) {
const char* arg = argv[i];
if(!strcmp("-h", arg) || !strcmp("--help", arg)) {
printf("Simple MPI latency test program\n");
printf("2019 Felix Niederwanger\n");
printf("\n");
printf("Usage: %s -h, --help Print this help message\n", argv[0]);
printf("Usage: %s [-v] [n] [N]\n", argv[0]);
printf(" -v Verbose run\n");
printf(" n ... Array size (in kB)\n");
printf(" N ... Number of iterations\n");
exit(EXIT_SUCCESS);
} else if(!strcmp("-v", arg) || !strcmp("--verbose", arg)) {
verbose = true;
} else {
switch(param++) {
case 0:
buf_size = atol(arg) * 1024L;
break;
case 1:
iterations = atoi(arg);
break;
}
}
}
if(buf_size <= 0) {
fprintf(stderr, "Illegal buffer size: %ld\n", buf_size);
exit(EXIT_FAILURE);
}
if(iterations <= 0) {
fprintf(stderr, "Illegal iterations: %d\n", iterations);
exit(EXIT_FAILURE);
}
}
int main(int argc, char** argv) {
check_mpi_error(MPI_Init(&argc, &argv), "MPI_Init");
atexit(cleanup);
parse_args(argc, (const char**)argv);
int world_size = 0;
int rank = 0;
check_mpi_error(MPI_Comm_size(MPI_COMM_WORLD, &world_size), "MPI_Comm_size");
check_mpi_error(MPI_Comm_rank(MPI_COMM_WORLD, &rank), "MPI_Comm_rank");
if( (world_size % 2) != 0) {
if(rank == 0)
fprintf(stderr, "Error: Number of processes must be even\n");
exit(EXIT_SUCCESS);
}
if(verbose) printf("I am rank %d/%d\n", rank, world_size);
MPI_Barrier(MPI_COMM_WORLD);
// Run stats
runstat_t stat_all, stat_neighbour;
clear_stat(&stat_all);
clear_stat(&stat_neighbour);
double *sb; // Send Buffer
double *rb; // Receive buffer
double *runtime; // Runtimes
sb = (double*)malloc(buf_size * sizeof(double));
rb = (double*)malloc(buf_size * sizeof(double));
runtime = (double*)malloc(iterations * sizeof(double));
if(sb == NULL || rb == NULL || runtime == NULL) {
fprintf(stderr, "rank %d - failed to initialize buffers (out of memory)\n", rank);
exit(EXIT_FAILURE);
}
for(size_t i=0; i<buf_size;i++) {
sb[i] = 1.0;
rb[i] = 0;
}
if(verbose) {
printf("Rank %d sum(send_buf) = %lf, Sum(recv_buf) = %lf \n", rank, arr_sum(sb, buf_size), arr_sum(rb, buf_size));
MPI_Barrier(MPI_COMM_WORLD);
}
struct timeval tv1, tv2, tv_delta;
if(rank == 0) printf("ALL-ALL Test: Sending buffer (%ld elements) to all nodes ... \n", buf_size);
for(int i=0;i<iterations;i++) {
gettimeofday(&tv1, NULL); // Set timer 1
check_mpi_error(MPI_Allreduce(sb, rb, buf_size, MPI_DOUBLE, MPI_SUM, MPI_COMM_WORLD), "MPI_Allreduce");
gettimeofday(&tv2, NULL); // Set timer 2
if(verbose) printf("MPI_Allreduce (rank %d) ... OK\n", rank);
if(verbose) {
MPI_Barrier(MPI_COMM_WORLD);
printf("Rank %d sum(send_buf) = %lf, Sum(recv_buf) = %lf \n", rank, arr_sum(sb, buf_size), arr_sum(rb, buf_size));
MPI_Barrier(MPI_COMM_WORLD);
}
// Check result for consistency
const double exp_ret = world_size;
for(size_t i=0; i<buf_size;i++) {
if(rb[i] != exp_ret) {
fprintf(stderr, "rb :: %lf != %lf\n", rb[i], exp_ret);
exit(EXIT_FAILURE);
}
}
timersub(&tv2, &tv1, &tv_delta); // Delta time
if(rank == 0) {
double millis = (tv_delta.tv_sec*1000.0) + (tv_delta.tv_usec/1000.0);;
printf(" ALL-ALL: Iteration %d: t = %.2f ms\n", i, millis);
runtime[i] = millis;
}
}
MPI_Barrier(MPI_COMM_WORLD);
if(rank == 0) {
stat_all.total = arr_sum(runtime, iterations);
stat_all.worst = arr_max(runtime, iterations);
stat_all.best = arr_min(runtime, iterations);
stat_all.avg = stat_all.total/iterations;
printf("Total runtime: %f ms\n", stat_all.total);
printf(" Worst : %f ms\n", stat_all.worst);
printf(" Best : %f ms\n", stat_all.best);
printf(" Average : %f ms\n", stat_all.avg);
}
// Test two: Neigbour test
if(rank == 0) printf("ALL-ALL Test: Sending buffer (%ld elements) to all nodes ... \n", buf_size);
for(int i=0;i<iterations;i++) {
const int tag = i;
gettimeofday(&tv1, NULL); // Set timer 1
if( (rank % 2) == 0) {
int rank_dest = (rank+1)%world_size;
check_mpi_error(MPI_Send(sb, buf_size, MPI_DOUBLE, rank_dest, tag, MPI_COMM_WORLD), "MPI_Send");
} else {
// Upper ranks receive from lower ranks
MPI_Status status;
int rank_src = (rank-1);
check_mpi_error(MPI_Recv(rb, buf_size, MPI_DOUBLE, rank_src, tag, MPI_COMM_WORLD, &status), "MPI_Recv");
}
MPI_Barrier(MPI_COMM_WORLD);
gettimeofday(&tv2, NULL); // Set timer 2
timersub(&tv2, &tv1, &tv_delta); // Delta time
if(rank == 0) {
double millis = (tv_delta.tv_sec*1000.0) + (tv_delta.tv_usec/1000.0);;
printf(" Neighbour: Iteration %d: t = %.2f ms\n", i, millis);
runtime[i] = millis;
}
}
MPI_Barrier(MPI_COMM_WORLD);
if(rank == 0) {
stat_neighbour.total = arr_sum(runtime, iterations);
stat_neighbour.worst = arr_max(runtime, iterations);
stat_neighbour.best = arr_min(runtime, iterations);
stat_neighbour.avg = stat_neighbour.total/iterations;
printf("Total runtime: %f ms\n", stat_neighbour.total);
printf(" Worst : %f ms\n", stat_neighbour.worst);
printf(" Best : %f ms\n", stat_neighbour.best);
printf(" Average : %f ms\n", stat_neighbour.avg);
}
free(sb);
free(rb);
MPI_Barrier(MPI_COMM_WORLD);
// Print summary
if(rank == 0) {
printf("\n\n");
printf("================================================================================\n");
printf(" SUMMARY\n");
printf(" World size : %d\n", world_size);
printf(" Buffer size : %ld\n", buf_size);
printf(" Iterations : %d\n", iterations);
printf("\n");
printf("Global test (MPI_Allreduce)\n");
printf(" Average: %6.4f ms Worst: %6.4f Best: %6.4f\n", stat_all.avg, stat_all.worst, stat_all.best);
printf("\n");
printf("Neighbour test (MPI_Send, MPI_Recv)\n");
printf(" Average: %6.4f ms Worst: %6.4f Best: %6.4f\n", stat_neighbour.avg, stat_neighbour.worst, stat_neighbour.best);
printf("\n");
printf("================================================================================\n");
}
return EXIT_SUCCESS;
}