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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310
|
//@HEADER
// ************************************************************************
//
// Kokkos v. 4.0
// Copyright (2022) National Technology & Engineering
// Solutions of Sandia, LLC (NTESS).
//
// Under the terms of Contract DE-NA0003525 with NTESS,
// the U.S. Government retains certain rights in this software.
//
// Part of Kokkos, under the Apache License v2.0 with LLVM Exceptions.
// See https://kokkos.org/LICENSE for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//@HEADER
// The function "test_view_collection" exposes the copy constructor
// and destructor overheads in Kokkos View objects
// Please see the lines marked by "NOTE".
#include <limits>
#include <cstdio>
#include <cstdlib>
#include <cstring>
#include <sys/time.h>
#include <Kokkos_Core.hpp>
#include <iostream>
// NVIEWS is the number of Kokkos View objects in our ViewCollection object
// We have chosen a large value of 40 to make it easier to see performance
// differences when using the likelihood attribute
#define NVIEWS 40
class ViewCollection {
public:
Kokkos::View<double*> v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13,
v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28,
v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40;
double m_expected_sum;
double m_side_effect;
int m_N;
ViewCollection(int N)
: v1("v1", N),
v2("v2", N),
v3("v3", N),
v4("v4", N),
v5("v5", N),
v6("v6", N),
v7("v7", N),
v8("v8", N),
v9("v9", N),
v10("v10", N),
v11("v11", N),
v12("v12", N),
v13("v13", N),
v14("v14", N),
v15("v15", N),
v16("v16", N),
v17("v17", N),
v18("v18", N),
v19("v19", N),
v20("v20", N),
v21("v21", N),
v22("v22", N),
v23("v23", N),
v24("v24", N),
v25("v25", N),
v26("v26", N),
v27("v27", N),
v28("v28", N),
v29("v29", N),
v30("v30", N),
v31("v31", N),
v32("v32", N),
v33("v33", N),
v34("v34", N),
v35("v35", N),
v36("v36", N),
v37("v37", N),
v38("v38", N),
v39("v39", N),
v40("v40", N),
m_expected_sum(N * NVIEWS),
m_side_effect(0.0),
m_N(N) {
for (int i = 0; i < N; ++i) {
v1(i) = 1;
v2(i) = 1;
v3(i) = 1;
v4(i) = 1;
v5(i) = 1;
v6(i) = 1;
v7(i) = 1;
v8(i) = 1;
v9(i) = 1;
v10(i) = 1;
v11(i) = 1;
v12(i) = 1;
v13(i) = 1;
v14(i) = 1;
v15(i) = 1;
v16(i) = 1;
v17(i) = 1;
v18(i) = 1;
v19(i) = 1;
v20(i) = 1;
v21(i) = 1;
v22(i) = 1;
v23(i) = 1;
v24(i) = 1;
v25(i) = 1;
v26(i) = 1;
v27(i) = 1;
v28(i) = 1;
v29(i) = 1;
v30(i) = 1;
v31(i) = 1;
v32(i) = 1;
v33(i) = 1;
v34(i) = 1;
v35(i) = 1;
v36(i) = 1;
v37(i) = 1;
v38(i) = 1;
v39(i) = 1;
v40(i) = 1;
}
}
// The ADD_COPY_CONSTRUCTOR macro is helpful to compare time in the copy
// constructor between compilers. We have found that the GNU compiler
// is sometimes able to inline the default copy constructor.
#ifdef ADD_COPY_CONSTRUCTOR
__attribute__((noinline)) ViewCollection(const ViewCollection& other)
: v1(other.v1),
v2(other.v2),
v3(other.v3),
v4(other.v4),
v5(other.v5),
v6(other.v6),
v7(other.v7),
v8(other.v8),
v9(other.v9),
v10(other.v10),
v11(other.v11),
v12(other.v12),
v13(other.v13),
v14(other.v14),
v15(other.v15),
v16(other.v16),
v17(other.v17),
v18(other.v18),
v19(other.v19),
v20(other.v20),
v21(other.v21),
v22(other.v22),
v23(other.v23),
v24(other.v24),
v25(other.v25),
v26(other.v26),
v27(other.v27),
v28(other.v28),
v29(other.v29),
v30(other.v30),
v31(other.v31),
v32(other.v32),
v33(other.v33),
v34(other.v34),
v35(other.v35),
v36(other.v36),
v37(other.v37),
v38(other.v38),
v39(other.v39),
v40(other.v40),
m_expected_sum(other.m_expected_sum),
m_side_effect(other.m_side_effect),
m_N(other.m_N) {}
#endif
KOKKOS_INLINE_FUNCTION
double sum_views(int ii, bool execute_kernel) {
double result = 0.0;
if (execute_kernel) {
// This code is only executed when using the command line option -k
// The computation references all Kokkos views. This may help our
// effort to stop compilers from optimizing away the Kokkos views
for (int i = 0; i < m_N; ++i) {
result += v1(i) + v2(i) + v3(i) + v4(i) + v5(i) + v6(i) + v7(i) +
v8(i) + v9(i) + v10(i) + v11(i) + v12(i) + v13(i) + v14(i) +
v15(i) + v16(i) + v17(i) + v18(i) + v19(i) + v20(i) + v21(i) +
v22(i) + v23(i) + v24(i) + v25(i) + v26(i) + v27(i) + v28(i) +
v29(i) + v30(i) + v31(i) + v32(i) + v33(i) + v34(i) + v35(i) +
v36(i) + v37(i) + v38(i) + v39(i) + v40(i);
}
} else {
result = m_expected_sum;
}
// This statement introduces a side effect that may help our effort to
// stop compilers from optimizing away the temporary ViewCollection object
m_side_effect = result * (ii + 1);
return result;
}
};
void test_view_collection_kk(int N, int num_iter, bool execute_kernel) {
ViewCollection view_collection(N);
Kokkos::Timer view_collection_timer;
double max_value = 0.0;
// Max Reduction boilerplate code taken from slide 53 of
// kokkos-tutorials/LectureSeries/KokkosTutorial_02_ViewsAndSpaces.pdf
Kokkos::parallel_reduce(
"collection-reduction", num_iter,
KOKKOS_LAMBDA(int i, double& valueToUpdate) {
// NOTE: The following lines expose the Kokkos View overheads
ViewCollection tmp_view_collection = view_collection;
double my_value = tmp_view_collection.sum_views(i, execute_kernel);
if (my_value > valueToUpdate) valueToUpdate = my_value;
},
Kokkos::Max<double>(max_value));
double view_collection_time = view_collection_timer.seconds();
bool success = std::fabs(max_value - N * NVIEWS) < 1.E-6;
std::cout << "View Time = " << view_collection_time << " seconds"
<< std::endl;
if (success) {
std::cout << "Kokkos run:" << std::endl;
std::cout << "SUCCESS" << std::endl;
} else {
std::cout << "FAILURE" << std::endl;
}
}
void test_view_collection_serial(int N, int num_iter, bool execute_kernel) {
ViewCollection view_collection(N);
Kokkos::Timer view_collection_timer;
double max_value = 0.0;
// Max Reduction boilerplate code taken from slide 53 of
// kokkos-tutorials/LectureSeries/KokkosTutorial_02_ViewsAndSpaces.pdf
for (int i = 0; i < num_iter; ++i) {
// NOTE: The following lines expose the Kokkos View overheads
ViewCollection tmp_view_collection = view_collection;
double my_value = tmp_view_collection.sum_views(i, execute_kernel);
if (my_value > max_value) max_value = my_value;
}
double view_collection_time = view_collection_timer.seconds();
bool success = std::fabs(max_value - N * NVIEWS) < 1.E-6;
std::cout << "View Time 2 = " << view_collection_time << " seconds"
<< std::endl;
if (success) {
std::cout << "Serial run:" << std::endl;
std::cout << "SUCCESS" << std::endl;
} else {
std::cout << "FAILURE" << std::endl;
}
}
int main(int argc, char* argv[]) {
// The benchmark is only testing reference counting for views on host.
#if defined(KOKKOS_ENABLE_OPENMP) || defined(KOKKOS_ENABLE_SERIAL) || \
defined(KOKKOS_ENABLE_THREADS) || defined(KOKKOS_ENABLE_HPX)
int N = 1;
int num_iter = 1 << 27;
bool execute_kernel = false;
for (int i = 0; i < argc; i++) {
if ((strcmp(argv[i], "-N") == 0)) {
N = atoi(argv[++i]);
if (N < 1) {
std::cout << "Array extent must be >= 1" << std::endl;
exit(1);
}
} else if (strcmp(argv[i], "-i") == 0) {
num_iter = atoi(argv[++i]);
if (num_iter < 1) {
std::cout << "Number of iterations must be >= 1" << std::endl;
exit(1);
}
} else if (strcmp(argv[i], "-k") == 0) {
execute_kernel = true;
} else if ((strcmp(argv[i], "-h") == 0)) {
printf(" Options:\n");
printf(" -N <int>: Array extent\n");
printf(" -i <int>: Number of iterations\n");
printf(" -k: Execute the summation kernel\n");
printf(" -h: Print this message\n\n");
exit(1);
}
}
std::cout << "Array extent = " << N << std::endl;
std::cout << "Iterations = " << num_iter << std::endl;
std::cout << "Execute summation kernel = " << std::boolalpha << execute_kernel
<< std::noboolalpha << std::endl;
// Test inside a Kokkos kernel.
Kokkos::initialize(argc, argv);
{ test_view_collection_kk(N, num_iter, execute_kernel); }
// Test outside Kokkos kernel.
test_view_collection_serial(N, num_iter, execute_kernel);
Kokkos::finalize();
#endif
return 0;
}
|