vortex/tests/opencl/bfs/main.cc
2021-06-13 17:42:04 -07:00

297 lines
9.8 KiB
C++
Executable file

//--by Jianbin Fang
#include <cstdlib>
#include <cstring>
#include <iostream>
#include <string>
#include <stdio.h>
#include <stdlib.h>
#include <sys/stat.h>
#ifdef PROFILING
#include "timer.h"
#endif
#include "CLHelper.h"
#include "util.h"
#define MAX_THREADS_PER_BLOCK 256
// Structure to hold a node information
struct Node {
int starting;
int no_of_edges;
};
//----------------------------------------------------------
//--bfs on cpu
//--programmer: jianbin
//--date: 26/01/2011
//--note: width is changed to the new_width
//----------------------------------------------------------
void run_bfs_cpu(int no_of_nodes, Node *h_graph_nodes, int edge_list_size,
int *h_graph_edges, char *h_graph_mask,
char *h_updating_graph_mask, char *h_graph_visited,
int *h_cost_ref) {
char stop;
int k = 0;
do {
// if no thread changes this value then the loop stops
stop = false;
for (int tid = 0; tid < no_of_nodes; tid++) {
if (h_graph_mask[tid] == true) {
h_graph_mask[tid] = false;
for (int i = h_graph_nodes[tid].starting;
i < (h_graph_nodes[tid].no_of_edges + h_graph_nodes[tid].starting);
i++) {
int id =
h_graph_edges[i]; //--cambine: node id is connected with node tid
if (!h_graph_visited[id]) { //--cambine: if node id has not been
//visited, enter the body below
h_cost_ref[id] = h_cost_ref[tid] + 1;
h_updating_graph_mask[id] = true;
}
}
}
}
for (int tid = 0; tid < no_of_nodes; tid++) {
if (h_updating_graph_mask[tid] == true) {
h_graph_mask[tid] = true;
h_graph_visited[tid] = true;
stop = true;
h_updating_graph_mask[tid] = false;
}
}
k++;
} while (stop);
}
//----------------------------------------------------------
//--breadth first search on GPUs
//----------------------------------------------------------
void run_bfs_gpu(int no_of_nodes, Node *h_graph_nodes, int edge_list_size,
int *h_graph_edges, char *h_graph_mask,
char *h_updating_graph_mask, char *h_graph_visited,
int *h_cost) throw(std::string) {
// int number_elements = height*width;
char h_over;
cl_mem d_graph_nodes, d_graph_edges, d_graph_mask, d_updating_graph_mask,
d_graph_visited, d_cost, d_over;
try {
//--1 transfer data from host to device
_clInit();
d_graph_nodes = _clMalloc(no_of_nodes * sizeof(Node), h_graph_nodes);
d_graph_edges = _clMalloc(edge_list_size * sizeof(int), h_graph_edges);
d_graph_mask = _clMallocRW(no_of_nodes * sizeof(char), h_graph_mask);
d_updating_graph_mask = _clMallocRW(no_of_nodes * sizeof(char), h_updating_graph_mask);
d_graph_visited = _clMallocRW(no_of_nodes * sizeof(char), h_graph_visited);
d_cost = _clMallocRW(no_of_nodes * sizeof(int), h_cost);
d_over = _clMallocRW(sizeof(char), &h_over);
_clMemcpyH2D(d_graph_nodes, no_of_nodes * sizeof(Node), h_graph_nodes);
_clMemcpyH2D(d_graph_edges, edge_list_size * sizeof(int), h_graph_edges);
_clMemcpyH2D(d_graph_mask, no_of_nodes * sizeof(char), h_graph_mask);
_clMemcpyH2D(d_updating_graph_mask, no_of_nodes * sizeof(char), h_updating_graph_mask);
_clMemcpyH2D(d_graph_visited, no_of_nodes * sizeof(char), h_graph_visited);
_clMemcpyH2D(d_cost, no_of_nodes * sizeof(int), h_cost);
//--2 invoke kernel
#ifdef PROFILING
timer kernel_timer;
double kernel_time = 0.0;
kernel_timer.reset();
kernel_timer.start();
#endif
do {
h_over = false;
_clMemcpyH2D(d_over, sizeof(char), &h_over);
//--kernel 0
int kernel_id = 0;
int kernel_idx = 0;
_clSetArgs(kernel_id, kernel_idx++, d_graph_nodes);
_clSetArgs(kernel_id, kernel_idx++, d_graph_edges);
_clSetArgs(kernel_id, kernel_idx++, d_graph_mask);
_clSetArgs(kernel_id, kernel_idx++, d_updating_graph_mask);
_clSetArgs(kernel_id, kernel_idx++, d_graph_visited);
_clSetArgs(kernel_id, kernel_idx++, d_cost);
_clSetArgs(kernel_id, kernel_idx++, &no_of_nodes, sizeof(int));
// int work_items = no_of_nodes;
_clInvokeKernel(kernel_id, no_of_nodes, work_group_size);
//--kernel 1
kernel_id = 1;
kernel_idx = 0;
_clSetArgs(kernel_id, kernel_idx++, d_graph_mask);
_clSetArgs(kernel_id, kernel_idx++, d_updating_graph_mask);
_clSetArgs(kernel_id, kernel_idx++, d_graph_visited);
_clSetArgs(kernel_id, kernel_idx++, d_over);
_clSetArgs(kernel_id, kernel_idx++, &no_of_nodes, sizeof(int));
// work_items = no_of_nodes;
_clInvokeKernel(kernel_id, no_of_nodes, work_group_size);
_clMemcpyD2H(d_over, sizeof(char), &h_over);
} while (h_over);
#ifdef PROFILING
kernel_timer.stop();
kernel_time = kernel_timer.getTimeInSeconds();
#endif
//--3 transfer data from device to host
_clMemcpyD2H(d_cost, no_of_nodes * sizeof(int), h_cost);
//--statistics
#ifdef PROFILING
std::cout << "kernel time(s):" << kernel_time << std::endl;
#endif
//--4 release cl resources.
_clFree(d_graph_nodes);
_clFree(d_graph_edges);
_clFree(d_graph_mask);
_clFree(d_updating_graph_mask);
_clFree(d_graph_visited);
_clFree(d_cost);
_clFree(d_over);
_clRelease();
} catch (std::string msg) {
_clFree(d_graph_nodes);
_clFree(d_graph_edges);
_clFree(d_graph_mask);
_clFree(d_updating_graph_mask);
_clFree(d_graph_visited);
_clFree(d_cost);
_clFree(d_over);
_clRelease();
std::string e_str = "in run_transpose_gpu -> ";
e_str += msg;
throw(e_str);
}
return;
}
//----------------------------------------------------------
//--cambine: main function
//--author: created by Jianbin Fang
//--date: 25/01/2011
//----------------------------------------------------------
int main(int argc, char *argv[]) {
printf("enter demo main\n");
int no_of_nodes;
int edge_list_size;
FILE *fp;
Node *h_graph_nodes;
char *h_graph_mask, *h_updating_graph_mask, *h_graph_visited;
try {
char *input_f = "graph4096.txt";
printf("Reading File\n");
// Read in Graph from a file
fp = fopen(input_f, "r");
if (!fp) {
printf("Error Reading graph file\n");
return 0;
}
printf("Reading File completed!\n");
int source = 0;
fscanf(fp, "%d", &no_of_nodes);
int num_of_blocks = 1;
int num_of_threads_per_block = no_of_nodes;
// Make execution Parameters according to the number of nodes
// Distribute threads across multiple Blocks if necessary
if (no_of_nodes > MAX_THREADS_PER_BLOCK) {
num_of_blocks = (int)ceil(no_of_nodes / (double)MAX_THREADS_PER_BLOCK);
num_of_threads_per_block = MAX_THREADS_PER_BLOCK;
}
work_group_size = num_of_threads_per_block;
// allocate host memory
h_graph_nodes = (Node *)malloc(sizeof(Node) * no_of_nodes);
h_graph_mask = (char *)malloc(sizeof(char) * no_of_nodes);
h_updating_graph_mask = (char *)malloc(sizeof(char) * no_of_nodes);
h_graph_visited = (char *)malloc(sizeof(char) * no_of_nodes);
int start, edgeno;
// initalize the memory
for (int i = 0; i < no_of_nodes; i++) {
fscanf(fp, "%d %d", &start, &edgeno);
h_graph_nodes[i].starting = start;
h_graph_nodes[i].no_of_edges = edgeno;
h_graph_mask[i] = false;
h_updating_graph_mask[i] = false;
h_graph_visited[i] = false;
}
// read the source node from the file
fscanf(fp, "%d", &source);
source = 0;
// set the source node as true in the mask
h_graph_mask[source] = true;
h_graph_visited[source] = true;
fscanf(fp, "%d", &edge_list_size);
int id, cost;
int *h_graph_edges = (int *)malloc(sizeof(int) * edge_list_size);
for (int i = 0; i < edge_list_size; i++) {
fscanf(fp, "%d", &id);
fscanf(fp, "%d", &cost);
h_graph_edges[i] = id;
}
if (fp)
fclose(fp);
// allocate mem for the result on host side
int *h_cost = (int *)malloc(sizeof(int) * no_of_nodes);
int *h_cost_ref = (int *)malloc(sizeof(int) * no_of_nodes);
for (int i = 0; i < no_of_nodes; i++) {
h_cost[i] = -1;
h_cost_ref[i] = -1;
}
h_cost[source] = 0;
h_cost_ref[source] = 0;
//---------------------------------------------------------
//--gpu entry
run_bfs_gpu(no_of_nodes, h_graph_nodes, edge_list_size, h_graph_edges,
h_graph_mask, h_updating_graph_mask, h_graph_visited, h_cost);
//---------------------------------------------------------
//--cpu entry
// initalize the memory again
for (int i = 0; i < no_of_nodes; i++) {
h_graph_mask[i] = false;
h_updating_graph_mask[i] = false;
h_graph_visited[i] = false;
}
// set the source node as true in the mask
source = 0;
h_graph_mask[source] = true;
h_graph_visited[source] = true;
run_bfs_cpu(no_of_nodes, h_graph_nodes, edge_list_size, h_graph_edges,
h_graph_mask, h_updating_graph_mask, h_graph_visited,
h_cost_ref);
//---------------------------------------------------------
//--result varification
compare_results<int>(h_cost_ref, h_cost, no_of_nodes);
// release host memory
free(h_graph_nodes);
free(h_graph_mask);
free(h_updating_graph_mask);
free(h_graph_visited);
} catch (std::string msg) {
std::cout << "--cambine: exception in main ->" << msg << std::endl;
// release host memory
free(h_graph_nodes);
free(h_graph_mask);
free(h_updating_graph_mask);
free(h_graph_visited);
}
printf("Passed!\n");
return 0;
}