File: testing_csr2coo.hpp

package info (click to toggle)
hipsparse 5.7.1-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid, trixie
  • size: 9,784 kB
  • sloc: cpp: 92,662; f90: 7,672; sh: 584; python: 557; makefile: 34; xml: 9
file content (261 lines) | stat: -rw-r--r-- 8,687 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
/* ************************************************************************
 * Copyright (C) 2018-2019 Advanced Micro Devices, Inc. All rights Reserved.
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to deal
 * in the Software without restriction, including without limitation the rights
 * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 * copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in
 * all copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
 * THE SOFTWARE.
 *
 * ************************************************************************ */

#pragma once
#ifndef TESTING_CSR2COO_HPP
#define TESTING_CSR2COO_HPP

#include "hipsparse.hpp"
#include "hipsparse_test_unique_ptr.hpp"
#include "unit.hpp"
#include "utility.hpp"

#include <algorithm>
#include <hipsparse.h>
#include <string>

using namespace hipsparse;
using namespace hipsparse_test;

void testing_csr2coo_bad_arg(void)
{
#if(!defined(CUDART_VERSION))
    int               m         = 100;
    int               nnz       = 100;
    int               safe_size = 100;
    hipsparseStatus_t status;

    std::unique_ptr<handle_struct> unique_ptr_handle(new handle_struct);
    hipsparseHandle_t              handle = unique_ptr_handle->handle;

    auto csr_row_ptr_managed
        = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
    auto coo_row_ind_managed
        = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};

    int* csr_row_ptr = (int*)csr_row_ptr_managed.get();
    int* coo_row_ind = (int*)coo_row_ind_managed.get();

    if(!csr_row_ptr || !coo_row_ind)
    {
        PRINT_IF_HIP_ERROR(hipErrorOutOfMemory);
        return;
    }

    // Testing for(csr_row_ptr == nullptr)
    {
        int* csr_row_ptr_null = nullptr;

        status = hipsparseXcsr2coo(
            handle, csr_row_ptr_null, nnz, m, coo_row_ind, HIPSPARSE_INDEX_BASE_ZERO);
        verify_hipsparse_status_invalid_pointer(status, "Error: csr_row_ptr is nullptr");
    }
    // Testing for(coo_row_ind == nullptr)
    {
        int* coo_row_ind_null = nullptr;

        status = hipsparseXcsr2coo(
            handle, csr_row_ptr, nnz, m, coo_row_ind_null, HIPSPARSE_INDEX_BASE_ZERO);
        verify_hipsparse_status_invalid_pointer(status, "Error: coo_row_ind is nullptr");
    }
    // Testing for(handle == nullptr)
    {
        hipsparseHandle_t handle_null = nullptr;

        status = hipsparseXcsr2coo(
            handle_null, csr_row_ptr, nnz, m, coo_row_ind, HIPSPARSE_INDEX_BASE_ZERO);
        verify_hipsparse_status_invalid_handle(status);
    }
#endif
}

hipsparseStatus_t testing_csr2coo(Arguments argus)
{
    int                  m         = argus.M;
    int                  n         = argus.N;
    int                  safe_size = 100;
    hipsparseIndexBase_t idx_base  = argus.idx_base;
    std::string          binfile   = "";
    std::string          filename  = "";
    hipsparseStatus_t    status;

    // When in testing mode, M == N == -99 indicates that we are testing with a real
    // matrix from cise.ufl.edu
    if(m == -99 && n == -99 && argus.timing == 0)
    {
        binfile = argus.filename;
        m = n = safe_size;
    }

    if(argus.timing == 1)
    {
        filename = argus.filename;
    }

    double scale = 0.02;
    if(m > 1000 || n > 1000)
    {
        scale = 2.0 / std::max(m, n);
    }
    int nnz = m * scale * n;

    std::unique_ptr<handle_struct> unique_ptr_handle(new handle_struct);
    hipsparseHandle_t              handle = unique_ptr_handle->handle;

    // Argument sanity check before allocating invalid memory
    if(m <= 0 || n <= 0 || nnz <= 0)
    {
#ifdef __HIP_PLATFORM_NVIDIA__
        // Do not test args in cusparse
        return HIPSPARSE_STATUS_SUCCESS;
#endif
        auto csr_row_ptr_managed
            = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
        auto coo_row_ind_managed
            = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};

        int* csr_row_ptr = (int*)csr_row_ptr_managed.get();
        int* coo_row_ind = (int*)coo_row_ind_managed.get();

        if(!csr_row_ptr || !coo_row_ind)
        {
            verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED,
                                            "!csr_row_ptr || !coo_row_ind");
            return HIPSPARSE_STATUS_ALLOC_FAILED;
        }

        status = hipsparseXcsr2coo(handle, csr_row_ptr, nnz, m, coo_row_ind, idx_base);

        if(m < 0 || nnz < 0)
        {
            verify_hipsparse_status_invalid_size(status, "Error: m < 0 || nnz < 0");
        }
        else
        {
            verify_hipsparse_status_success(status, "m >= 0 && n >= 0 && nnz >= 0");
        }

        return HIPSPARSE_STATUS_SUCCESS;
    }

    // Host structures
    std::vector<int>   hcsr_row_ptr;
    std::vector<int>   hcoo_row_ind;
    std::vector<int>   hcol_ind;
    std::vector<float> hval(nnz);

    // Initial data on CPU
    srand(12345ULL);
    if(binfile != "")
    {
        if(read_bin_matrix(binfile.c_str(), m, n, nnz, hcsr_row_ptr, hcol_ind, hval, idx_base) != 0)
        {
            fprintf(stderr, "Cannot open [read] %s\n", binfile.c_str());
            return HIPSPARSE_STATUS_INTERNAL_ERROR;
        }
    }
    else if(argus.laplacian)
    {
        m = n = gen_2d_laplacian(argus.laplacian, hcsr_row_ptr, hcol_ind, hval, idx_base);
        nnz   = hcsr_row_ptr[m];
    }
    else
    {
        if(filename != "")
        {
            if(read_mtx_matrix(filename.c_str(), m, n, nnz, hcoo_row_ind, hcol_ind, hval, idx_base)
               != 0)
            {
                fprintf(stderr, "Cannot open [read] %s\n", filename.c_str());
                return HIPSPARSE_STATUS_INTERNAL_ERROR;
            }
        }
        else
        {
            gen_matrix_coo(m, n, nnz, hcoo_row_ind, hcol_ind, hval, idx_base);
        }

        // Convert COO to CSR
        hcsr_row_ptr.resize(m + 1, 0);
        for(int i = 0; i < nnz; ++i)
        {
            ++hcsr_row_ptr[hcoo_row_ind[i] + 1 - idx_base];
        }

        hcsr_row_ptr[0] = idx_base;
        for(int i = 0; i < m; ++i)
        {
            hcsr_row_ptr[i + 1] += hcsr_row_ptr[i];
        }
    }

    // Allocate memory on the device
    auto dcsr_row_ptr_managed
        = hipsparse_unique_ptr{device_malloc(sizeof(int) * (m + 1)), device_free};
    auto dcoo_row_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * nnz), device_free};

    int* dcsr_row_ptr = (int*)dcsr_row_ptr_managed.get();
    int* dcoo_row_ind = (int*)dcoo_row_ind_managed.get();

    if(!dcsr_row_ptr || !dcoo_row_ind)
    {
        verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED,
                                        "!dcsr_row_ptr || !dcoo_row_ind");
        return HIPSPARSE_STATUS_ALLOC_FAILED;
    }

    // Copy data from host to device
    CHECK_HIP_ERROR(
        hipMemcpy(dcsr_row_ptr, hcsr_row_ptr.data(), sizeof(int) * (m + 1), hipMemcpyHostToDevice));

    if(argus.unit_check)
    {
        CHECK_HIPSPARSE_ERROR(
            hipsparseXcsr2coo(handle, dcsr_row_ptr, nnz, m, dcoo_row_ind, idx_base));

        // Copy output from device to host
        hcoo_row_ind.resize(nnz);
        CHECK_HIP_ERROR(
            hipMemcpy(hcoo_row_ind.data(), dcoo_row_ind, sizeof(int) * nnz, hipMemcpyDeviceToHost));

        // CPU conversion to COO
        std::vector<int> hcoo_row_ind_gold(nnz);
        for(int i = 0; i < m; ++i)
        {
            int row_begin = hcsr_row_ptr[i] - idx_base;
            int row_end   = hcsr_row_ptr[i + 1] - idx_base;

            for(int j = row_begin; j < row_end; ++j)
            {
                hcoo_row_ind_gold[j] = i + idx_base;
            }
        }

        // Unit check
        unit_check_general(1, nnz, 1, hcoo_row_ind_gold.data(), hcoo_row_ind.data());
    }

    return HIPSPARSE_STATUS_SUCCESS;
}

#endif // TESTING_CSR2COO_HPP