src/gpu/pannotia/pagerank/pagerank_spmv.cpp

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 * Copyright (c) 2015 Mark D. Hill and David A. Wood                                *
 * Copyright (c) 2021 Gaurav Jain and Matthew D. Sinclair                           *
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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_spmv.h"

#ifdef GEM5_FUSION
#include <stdint.h>
#include <gem5/m5ops.h>
#endif

// Iteration count
#define ITER 20

void print_vectorf(float *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]);
    } else {
        fprintf(stderr, "You did something wrong!\n");
        exit(1);
    }

    // Allocate the csr structure
    csr_array *csr;

    // Parse graph files into 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 rank_arrays
    float *pagerank_array = (float *)malloc(num_nodes * sizeof(float));
    if (!pagerank_array) fprintf(stderr, "malloc failed page_rank_array\n");
    float *pagerank_array2 = (float *)malloc(num_nodes * sizeof(float));
    if (!pagerank_array2) fprintf(stderr, "malloc failed page_rank_array2\n");

    int *row_d;
    int *col_d;
    float *data_d;

    float *pagerank1_d;
    float *pagerank2_d;
    int *col_cnt_d;

    // Create device-side buffers for the graph
    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(float));
    if (err != hipSuccess) {
        fprintf(stderr, "ERROR: hipMalloc data_d (size:%d) => %s\n", num_edges, hipGetErrorString(err));
        return -1;
    }

    // Create buffers for pagerank
    err = hipMalloc(&pagerank1_d, num_nodes * sizeof(float));
    if (err != hipSuccess) {
        fprintf(stderr, "ERROR: hipMalloc pagerank1_d (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
        return -1;
    }
    err = hipMalloc(&pagerank2_d, num_nodes * sizeof(float));
    if (err != hipSuccess) {
        fprintf(stderr, "ERROR: hipMalloc pagerank2_d (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
        return -1;
    }
    err = hipMalloc(&col_cnt_d, num_nodes * sizeof(int));
    if (err != hipSuccess) {
        fprintf(stderr, "ERROR: hipMalloc col_cnt_d (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
        return -1;
    }

    double timer1 = gettime();

#ifdef GEM5_FUSION
    m5_work_begin(0, 0);
#endif

    // Copy the data to the device-side buffers
    err = hipMemcpy(row_d, csr->row_array, (num_nodes + 1) * sizeof(int), hipMemcpyHostToDevice);
    if (err != hipSuccess) {
        fprintf(stderr, "ERROR:#endif 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(col_cnt_d, csr->col_cnt, num_nodes * sizeof(int), hipMemcpyHostToDevice);
    if (err != hipSuccess) {
        fprintf(stderr, "ERROR: hipMemcpy col_cnt_d (size:%d) => %s\n", num_nodes, hipGetErrorString(err));
        return -1;
    }

    // Set up 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);

    double timer3 = gettime();

    // Launch the initialization kernel
    hipLaunchKernelGGL(inibuffer, dim3(grid), dim3(threads), 0, 0, pagerank1_d, pagerank2_d, num_nodes);
    hipDeviceSynchronize();
    err = hipGetLastError();
    if (err != hipSuccess) {
        fprintf(stderr, "ERROR: hipLaunchByPtr failed (%s)\n", hipGetErrorString(err));
        return -1;
    }

    // Initialize the CSR
    hipLaunchKernelGGL(inicsr, dim3(grid), dim3(threads), 0, 0, row_d, col_d, data_d, col_cnt_d, num_nodes,
                               num_edges);
    hipDeviceSynchronize();
    err = hipGetLastError();
    if (err != hipSuccess) {
        fprintf(stderr, "ERROR: hipLaunchByPtr failed (%s)\n", hipGetErrorString(err));
        return -1;
    }

    // Run PageRank for some iter. TO: convergence determination
    for (int i = 0; i < ITER; i++) {
        // Launch pagerank kernel 1
        hipLaunchKernelGGL(spmv_csr_scalar_kernel, dim3(grid), dim3(threads), 0, 0, num_nodes, row_d, col_d,
                                                   data_d, pagerank1_d,
                                                   pagerank2_d);

        // Launch pagerank kernel 2
        hipLaunchKernelGGL(pagerank2, dim3(grid), dim3(threads), 0, 0, pagerank1_d, pagerank2_d, num_nodes);
    }
    hipDeviceSynchronize();

    double timer4 = gettime();

    // Copy the rank buffer back
    err = hipMemcpy(pagerank_array, pagerank1_d, num_nodes * sizeof(float), hipMemcpyDeviceToHost);

    if (err != hipSuccess) {
        fprintf(stderr, "ERROR: hipMemcpy() failed (%s)\n", hipGetErrorString(err));
        return -1;
    }

#ifdef GEM5_FUSION
    m5_work_end(0, 0);
#endif

    double timer2 = gettime();

    // Report timing characteristics
    printf("kernel time = %lf ms\n", (timer4 - timer3) * 1000);
    printf("kernel + memcpy time = %lf ms\n", (timer2 - timer1) * 1000);

#if 1
    // Print rank array
    print_vectorf(pagerank_array, num_nodes);
#endif

    // Free the host-side arrays
    free(pagerank_array);
    free(pagerank_array2);
    csr->freeArrays();
    free(csr);

    // Free the device buffers
    hipFree(row_d);
    hipFree(col_d);
    hipFree(data_d);

    hipFree(pagerank1_d);
    hipFree(pagerank2_d);

    return 0;
}

void print_vectorf(float *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, "%f\n", vector[i]);
    }

    fclose(fp);
}