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/************************************************************************************\
* *
* Copyright © 2014 Advanced Micro Devices, Inc. *
* Copyright (c) 2015 Mark D. Hill and David A. Wood *
* Copyright (c) 2021 Gaurav Jain and Matthew D. Sinclair *
* All rights reserved. *
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* *
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\************************************************************************************/
#include "hip/hip_runtime.h"
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
//#include <sys/time.h>
#include "../graph_parser/parse.h"
#include "../graph_parser/util.h"
#include "kernel_max.h"
#ifdef GEM5_FUSION
#include <stdint.h>
#include <gem5/m5ops.h>
#endif
#define RANGE 2048
void print_vector(int *vector, int num);
int main(int argc, char **argv)
{
char *tmpchar;
int num_nodes;
int num_edges;
int file_format = 1;
bool directed = 0;
hipError_t err = hipSuccess;
if (argc == 3) {
tmpchar = argv[1]; //graph inputfile
file_format = atoi(argv[2]); //graph format
} else {
fprintf(stderr, "You did something wrong!\n");
exit(1);
}
srand(7);
// Allocate the CSR structure
csr_array *csr;
// Parse graph file and store into a CSR format
if (file_format == 1)
csr = parseMetis(tmpchar, &num_nodes, &num_edges, directed);
else if (file_format == 0)
csr = parseCOO(tmpchar, &num_nodes, &num_edges, directed);
else {
printf("reserve for future");
exit(1);
}
// Allocate the vertex value array
int *node_value = (int *)malloc(num_nodes * sizeof(int));
if (!node_value) fprintf(stderr, "node_value malloc failed\n");
// Allocate the color array
int *color = (int *)malloc(num_nodes * sizeof(int));
if (!color) fprintf(stderr, "color malloc failed\n");
// Initialize all the colors to -1
// Randomize the value for each vertex
for (int i = 0; i < num_nodes; i++) {
color[i] = -1;
node_value[i] = rand() % RANGE;
}
int *row_d;
int *col_d;
int *max_d;
int *color_d;
int *node_value_d;
int *stop_d;
// Create device-side buffers for the graph
err = hipMalloc(&row_d, num_nodes * sizeof(int));
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMalloc row_d (size:%d) => %s\n", num_nodes , hipGetErrorString(err));
return -1;
}
err = hipMalloc(&col_d, num_edges * sizeof(int));
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMalloc col_d (size:%d): %s\n", num_edges , hipGetErrorString(err));
return -1;
}
// Termination variable
err = hipMalloc(&stop_d, sizeof(int));
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMalloc stop_d (size:%d) => %s\n", 1 , hipGetErrorString(err));
return -1;
}
// Create device-side buffers for color
err = hipMalloc(&color_d, num_nodes * sizeof(int));
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMalloc color_d (size:%d) => %s\n", num_nodes , hipGetErrorString(err));
return -1;
}
err = hipMalloc(&node_value_d, num_nodes * sizeof(int));
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMalloc node_value_d (size:%d) => %s\n", num_nodes , hipGetErrorString(err));
return -1;
}
err = hipMalloc(&max_d, num_nodes * sizeof(int));
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMalloc max_d (size:%d) => %s\n", num_nodes , hipGetErrorString(err));
return -1;
}
// Copy data to device-side buffers
// double timer1 = gettime();
#ifdef GEM5_FUSION
m5_work_begin(0, 0);
#endif
err = hipMemcpy(color_d, color, num_nodes * sizeof(int), hipMemcpyHostToDevice);
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMemcpy color_d (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
return -1;
}
err = hipMemcpy(max_d, color, num_nodes * sizeof(int), hipMemcpyHostToDevice);
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMemcpy max_d (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
return -1;
}
err = hipMemcpy(row_d, csr->row_array, num_nodes * sizeof(int), hipMemcpyHostToDevice);
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMemcpy row_d (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
return -1;
}
err = hipMemcpy(col_d, csr->col_array, num_edges * sizeof(int), hipMemcpyHostToDevice);
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMemcpy col_d (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
return -1;
}
err = hipMemcpy(node_value_d, node_value, num_nodes * sizeof(int), hipMemcpyHostToDevice);
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMemcpy node_value_d (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
return -1;
}
int block_size = 256;
int num_blocks = (num_nodes + block_size - 1) / block_size;
// Set up kernel dimensions
dim3 threads(block_size, 1, 1);
dim3 grid(num_blocks, 1, 1);
int stop = 1;
int graph_color = 1;
// Main computation loop
// double timer3 = gettime();
while (stop) {
stop = 0;
// Copy the termination variable to the device
err = hipMemcpy(stop_d, &stop, sizeof(int), hipMemcpyHostToDevice);
if (err != hipSuccess) {
fprintf(stderr, "ERROR: write stop_d: %s\n", hipGetErrorString(err));
}
// Launch the color kernel 1
hipLaunchKernelGGL(HIP_KERNEL_NAME(color1), dim3(grid), dim3(threads ), 0, 0, row_d, col_d, node_value_d, color_d,
stop_d, max_d, graph_color, num_nodes,
num_edges);
// Launch the color kernel 2
hipLaunchKernelGGL(HIP_KERNEL_NAME(color2), dim3(grid), dim3(threads ), 0, 0, node_value_d, color_d, max_d, graph_color,
num_nodes, num_edges);
err = hipMemcpy(&stop, stop_d, sizeof(int), hipMemcpyDeviceToHost);
if (err != hipSuccess) {
fprintf(stderr, "ERROR: read stop_d: %s\n", hipGetErrorString(err));
}
// Increment the color for the next iter
graph_color++;
}
hipDeviceSynchronize();
// double timer4 = gettime();
// Copy back the color array
err = hipMemcpy(color, color_d, num_nodes * sizeof(int), hipMemcpyDeviceToHost);
if (err != hipSuccess) {
printf("ERROR: hipMemcpy(): %s\n", hipGetErrorString(err));
return -1;
}
#ifdef GEM5_FUSION
m5_work_end(0, 0);
#endif
// double timer2 = gettime();
// Print out color and timing statistics
printf("total number of colors used: %d\n", graph_color);
// printf("kernel time = %lf ms\n", (timer4 - timer3) * 1000);
// printf("kernel + memcpy time = %lf ms\n", (timer2 - timer1) * 1000);
#if 1
// Dump the color array into an output file
print_vector(color, num_nodes);
#endif
// Free host-side buffers
free(node_value);
free(color);
csr->freeArrays();
free(csr);
// Free CUDA buffers
hipFree(row_d);
hipFree(col_d);
hipFree(max_d);
hipFree(color_d);
hipFree(node_value_d);
hipFree(stop_d);
return 0;
}
void print_vector(int *vector, int num)
{
FILE * fp = fopen("result.out", "w");
if (!fp) {
printf("ERROR: unable to open result.txt\n");
}
for (int i = 0; i < num; i++)
fprintf(fp, "%d: %d\n", i + 1, vector[i]);
fclose(fp);
}