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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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\************************************************************************************/
#include "hip/hip_runtime.h"
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
//#include <sys/time.h>
#include <algorithm>
#include "../graph_parser/parse.h"
#include "../graph_parser/util.h"
#include "kernel.h"
#ifdef GEM5_FUSION
#include <stdint.h>
#include <gem5/m5ops.h>
#endif
void print_vector(int *vector, int num);
int main(int argc, char **argv)
{
char *tmpchar;
bool directed = 1;
int num_nodes;
int num_edges;
int file_format = 1;
hipError_t err = hipSuccess;
if (argc == 3) {
tmpchar = argv[1]; // Graph inputfile
file_format = atoi(argv[2]);
} else {
fprintf(stderr, "You did something wrong!\n");
exit(1);
}
// Allocate the csr structure
csr_array *csr;
// Parse the graph and store it into the CSR structure
if (file_format == 1) {
csr = parseMetis_transpose(tmpchar, &num_nodes, &num_edges, directed);
} else if (file_format == 0) {
csr = parseCOO_transpose(tmpchar, &num_nodes, &num_edges, directed);
} else {
printf("reserve for future");
exit(1);
}
// Allocate the cost array
int *cost_array = (int *)malloc(num_nodes * sizeof(int));
if (!cost_array) fprintf(stderr, "malloc failed cost_array\n");
// Set the cost array to zero
for (int i = 0; i < num_nodes; i++) {
cost_array[i] = 0;
}
// Create device-side buffers
int *row_d;
int *col_d;
int *data_d;
int *vector_d1;
int *vector_d2;
int *stop_d;
// Create the device-side graph structure
err = hipMalloc(&row_d, (num_nodes + 1) * 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;
}
err = hipMalloc(&data_d, num_edges * sizeof(int));
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMalloc data_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 the device-side buffers for sssp
err = hipMalloc(&vector_d1, num_nodes * sizeof(int));
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMalloc vector_d1 (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
return -1;
}
err = hipMalloc(&vector_d2, num_nodes * sizeof(int));
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMalloc vector_d2 (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
return -1;
}
//double timer1 = gettime();
#ifdef GEM5_FUSION
m5_work_begin(0, 0);
#endif
// Copy data to device side buffers
err = hipMemcpy(row_d, csr->row_array, (num_nodes + 1) * 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(data_d, csr->data_array, num_edges * sizeof(int), hipMemcpyHostToDevice);
if (err != hipSuccess) {
fprintf(stderr, "ERROR: hipMemcpy data_d (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
return -1;
}
//double timer3 = gettime();
// Work dimensions
int block_size = 64;
int num_blocks = (num_nodes + block_size - 1) / block_size;
dim3 threads(block_size, 1, 1);
dim3 grid(num_blocks, 1, 1);
// Source vertex 0
int sourceVertex = 0;
// Launch the initialization kernel
hipLaunchKernelGGL(HIP_KERNEL_NAME(vector_init), dim3(grid), dim3(threads), 0, 0, vector_d1, vector_d2, sourceVertex, num_nodes);
hipDeviceSynchronize();
err = hipGetLastError();
if (err != hipSuccess) {
fprintf(stderr, "ERROR: vector_init failed (%s)\n", hipGetErrorString(err));
return -1;
}
int stop = 1;
int cnt = 0;
// Main computation loop
for (int i = 1; i < num_nodes; i++) {
// Reset the termination variable
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));
return -1;
}
// Launch the assignment kernel
hipLaunchKernelGGL(HIP_KERNEL_NAME(vector_assign), dim3(grid), dim3(threads), 0, 0, vector_d1, vector_d2, num_nodes);
// Launch the min.+ kernel
hipLaunchKernelGGL(HIP_KERNEL_NAME(spmv_min_dot_plus_kernel), dim3(grid), dim3(threads), 0, 0, num_nodes, row_d, col_d,
data_d, vector_d1,
vector_d2);
// Launch the check kernel
hipLaunchKernelGGL(HIP_KERNEL_NAME(vector_diff), dim3(grid), dim3(threads), 0, 0, vector_d1, vector_d2,
stop_d, num_nodes);
// Read the termination variable back
err = hipMemcpy(&stop, stop_d, sizeof(int), hipMemcpyDeviceToHost);
if (err != hipSuccess) {
fprintf(stderr, "ERROR: read stop_d (%s)\n", hipGetErrorString(err));
return -1;
}
// Exit the loop
if (stop == 0) {
break;
}
cnt++;
}
hipDeviceSynchronize();
//double timer4 = gettime();
// Read the cost_array back
err = hipMemcpy(cost_array, vector_d1, num_nodes * sizeof(int), hipMemcpyDeviceToHost);
if (err != hipSuccess) {
fprintf(stderr, "ERROR: read vector_d1 (%s)\n", hipGetErrorString(err));
return -1;
}
#ifdef GEM5_FUSION
m5_work_end(0, 0);
#endif
//double timer2 = gettime();
// Print the timing statistics
//printf("kernel + memcpy time = %lf ms\n", (timer2 - timer1) * 1000);
//printf("kernel time = %lf ms\n", (timer4 - timer3) * 1000);
printf("number iterations = %d\n", cnt);
#if 1
// Print cost_array
print_vector(cost_array, num_nodes);
#endif
// Clean up the host arrays
free(cost_array);
csr->freeArrays();
free(csr);
// Clean up the device-side buffers
hipFree(row_d);
hipFree(col_d);
hipFree(data_d);
hipFree(stop_d);
hipFree(vector_d1);
hipFree(vector_d2);
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);
}