xref: /aosp_15_r20/external/google-benchmark/test/complexity_test.cc (revision dbb99499c3810fa1611fa2242a2fc446be01a57c)
1 #undef NDEBUG
2 #include <algorithm>
3 #include <cassert>
4 #include <cmath>
5 #include <cstdlib>
6 #include <vector>
7 
8 #include "benchmark/benchmark.h"
9 #include "output_test.h"
10 
11 namespace {
12 
13 #define ADD_COMPLEXITY_CASES(...) \
14   int CONCAT(dummy, __LINE__) = AddComplexityTest(__VA_ARGS__)
15 
AddComplexityTest(const std::string & test_name,const std::string & big_o_test_name,const std::string & rms_test_name,const std::string & big_o,int family_index)16 int AddComplexityTest(const std::string &test_name,
17                       const std::string &big_o_test_name,
18                       const std::string &rms_test_name,
19                       const std::string &big_o, int family_index) {
20   SetSubstitutions({{"%name", test_name},
21                     {"%bigo_name", big_o_test_name},
22                     {"%rms_name", rms_test_name},
23                     {"%bigo_str", "[ ]* %float " + big_o},
24                     {"%bigo", big_o},
25                     {"%rms", "[ ]*[0-9]+ %"}});
26   AddCases(
27       TC_ConsoleOut,
28       {{"^%bigo_name %bigo_str %bigo_str[ ]*$"},
29        {"^%bigo_name", MR_Not},  // Assert we we didn't only matched a name.
30        {"^%rms_name %rms %rms[ ]*$", MR_Next}});
31   AddCases(
32       TC_JSONOut,
33       {{"\"name\": \"%bigo_name\",$"},
34        {"\"family_index\": " + std::to_string(family_index) + ",$", MR_Next},
35        {"\"per_family_instance_index\": 0,$", MR_Next},
36        {"\"run_name\": \"%name\",$", MR_Next},
37        {"\"run_type\": \"aggregate\",$", MR_Next},
38        {"\"repetitions\": %int,$", MR_Next},
39        {"\"threads\": 1,$", MR_Next},
40        {"\"aggregate_name\": \"BigO\",$", MR_Next},
41        {"\"aggregate_unit\": \"time\",$", MR_Next},
42        {"\"cpu_coefficient\": %float,$", MR_Next},
43        {"\"real_coefficient\": %float,$", MR_Next},
44        {"\"big_o\": \"%bigo\",$", MR_Next},
45        {"\"time_unit\": \"ns\"$", MR_Next},
46        {"}", MR_Next},
47        {"\"name\": \"%rms_name\",$"},
48        {"\"family_index\": " + std::to_string(family_index) + ",$", MR_Next},
49        {"\"per_family_instance_index\": 0,$", MR_Next},
50        {"\"run_name\": \"%name\",$", MR_Next},
51        {"\"run_type\": \"aggregate\",$", MR_Next},
52        {"\"repetitions\": %int,$", MR_Next},
53        {"\"threads\": 1,$", MR_Next},
54        {"\"aggregate_name\": \"RMS\",$", MR_Next},
55        {"\"aggregate_unit\": \"percentage\",$", MR_Next},
56        {"\"rms\": %float$", MR_Next},
57        {"}", MR_Next}});
58   AddCases(TC_CSVOut, {{"^\"%bigo_name\",,%float,%float,%bigo,,,,,$"},
59                        {"^\"%bigo_name\"", MR_Not},
60                        {"^\"%rms_name\",,%float,%float,,,,,,$", MR_Next}});
61   return 0;
62 }
63 
64 }  // end namespace
65 
66 // ========================================================================= //
67 // --------------------------- Testing BigO O(1) --------------------------- //
68 // ========================================================================= //
69 
BM_Complexity_O1(benchmark::State & state)70 void BM_Complexity_O1(benchmark::State &state) {
71   for (auto _ : state) {
72     // This test requires a non-zero CPU time to avoid divide-by-zero
73     benchmark::DoNotOptimize(state.iterations());
74     double tmp = static_cast<double>(state.iterations());
75     benchmark::DoNotOptimize(tmp);
76     for (benchmark::IterationCount i = 0; i < state.iterations(); ++i) {
77       benchmark::DoNotOptimize(state.iterations());
78       tmp *= static_cast<double>(state.iterations());
79       benchmark::DoNotOptimize(tmp);
80     }
81 
82     // always 1ns per iteration
83     state.SetIterationTime(42 * 1e-9);
84   }
85   state.SetComplexityN(state.range(0));
86 }
87 BENCHMARK(BM_Complexity_O1)
88     ->Range(1, 1 << 18)
89     ->UseManualTime()
90     ->Complexity(benchmark::o1);
91 BENCHMARK(BM_Complexity_O1)->Range(1, 1 << 18)->UseManualTime()->Complexity();
92 BENCHMARK(BM_Complexity_O1)
93     ->Range(1, 1 << 18)
94     ->UseManualTime()
__anon692759fb0202(benchmark::IterationCount) 95     ->Complexity([](benchmark::IterationCount) { return 1.0; });
96 
97 const char *one_test_name = "BM_Complexity_O1/manual_time";
98 const char *big_o_1_test_name = "BM_Complexity_O1/manual_time_BigO";
99 const char *rms_o_1_test_name = "BM_Complexity_O1/manual_time_RMS";
100 const char *enum_auto_big_o_1 = "\\([0-9]+\\)";
101 const char *lambda_big_o_1 = "f\\(N\\)";
102 
103 // Add enum tests
104 ADD_COMPLEXITY_CASES(one_test_name, big_o_1_test_name, rms_o_1_test_name,
105                      enum_auto_big_o_1, /*family_index=*/0);
106 
107 // Add auto tests
108 ADD_COMPLEXITY_CASES(one_test_name, big_o_1_test_name, rms_o_1_test_name,
109                      enum_auto_big_o_1, /*family_index=*/1);
110 
111 // Add lambda tests
112 ADD_COMPLEXITY_CASES(one_test_name, big_o_1_test_name, rms_o_1_test_name,
113                      lambda_big_o_1, /*family_index=*/2);
114 
115 // ========================================================================= //
116 // --------------------------- Testing BigO O(N) --------------------------- //
117 // ========================================================================= //
118 
BM_Complexity_O_N(benchmark::State & state)119 void BM_Complexity_O_N(benchmark::State &state) {
120   for (auto _ : state) {
121     // This test requires a non-zero CPU time to avoid divide-by-zero
122     benchmark::DoNotOptimize(state.iterations());
123     double tmp = static_cast<double>(state.iterations());
124     benchmark::DoNotOptimize(tmp);
125     for (benchmark::IterationCount i = 0; i < state.iterations(); ++i) {
126       benchmark::DoNotOptimize(state.iterations());
127       tmp *= static_cast<double>(state.iterations());
128       benchmark::DoNotOptimize(tmp);
129     }
130 
131     // 1ns per iteration per entry
132     state.SetIterationTime(static_cast<double>(state.range(0)) * 42 * 1e-9);
133   }
134   state.SetComplexityN(state.range(0));
135 }
136 BENCHMARK(BM_Complexity_O_N)
137     ->RangeMultiplier(2)
138     ->Range(1 << 10, 1 << 20)
139     ->UseManualTime()
140     ->Complexity(benchmark::oN);
141 BENCHMARK(BM_Complexity_O_N)
142     ->RangeMultiplier(2)
143     ->Range(1 << 10, 1 << 20)
144     ->UseManualTime()
145     ->Complexity();
146 BENCHMARK(BM_Complexity_O_N)
147     ->RangeMultiplier(2)
148     ->Range(1 << 10, 1 << 20)
149     ->UseManualTime()
__anon692759fb0302(benchmark::IterationCount n) 150     ->Complexity([](benchmark::IterationCount n) -> double {
151       return static_cast<double>(n);
152     });
153 
154 const char *n_test_name = "BM_Complexity_O_N/manual_time";
155 const char *big_o_n_test_name = "BM_Complexity_O_N/manual_time_BigO";
156 const char *rms_o_n_test_name = "BM_Complexity_O_N/manual_time_RMS";
157 const char *enum_auto_big_o_n = "N";
158 const char *lambda_big_o_n = "f\\(N\\)";
159 
160 // Add enum tests
161 ADD_COMPLEXITY_CASES(n_test_name, big_o_n_test_name, rms_o_n_test_name,
162                      enum_auto_big_o_n, /*family_index=*/3);
163 
164 // Add auto tests
165 ADD_COMPLEXITY_CASES(n_test_name, big_o_n_test_name, rms_o_n_test_name,
166                      enum_auto_big_o_n, /*family_index=*/4);
167 
168 // Add lambda tests
169 ADD_COMPLEXITY_CASES(n_test_name, big_o_n_test_name, rms_o_n_test_name,
170                      lambda_big_o_n, /*family_index=*/5);
171 
172 // ========================================================================= //
173 // ------------------------- Testing BigO O(NlgN) ------------------------- //
174 // ========================================================================= //
175 
176 static const double kLog2E = 1.44269504088896340736;
BM_Complexity_O_N_log_N(benchmark::State & state)177 static void BM_Complexity_O_N_log_N(benchmark::State &state) {
178   for (auto _ : state) {
179     // This test requires a non-zero CPU time to avoid divide-by-zero
180     benchmark::DoNotOptimize(state.iterations());
181     double tmp = static_cast<double>(state.iterations());
182     benchmark::DoNotOptimize(tmp);
183     for (benchmark::IterationCount i = 0; i < state.iterations(); ++i) {
184       benchmark::DoNotOptimize(state.iterations());
185       tmp *= static_cast<double>(state.iterations());
186       benchmark::DoNotOptimize(tmp);
187     }
188 
189     state.SetIterationTime(static_cast<double>(state.range(0)) * kLog2E *
190                            std::log(state.range(0)) * 42 * 1e-9);
191   }
192   state.SetComplexityN(state.range(0));
193 }
194 BENCHMARK(BM_Complexity_O_N_log_N)
195     ->RangeMultiplier(2)
196     ->Range(1 << 10, 1U << 24)
197     ->UseManualTime()
198     ->Complexity(benchmark::oNLogN);
199 BENCHMARK(BM_Complexity_O_N_log_N)
200     ->RangeMultiplier(2)
201     ->Range(1 << 10, 1U << 24)
202     ->UseManualTime()
203     ->Complexity();
204 BENCHMARK(BM_Complexity_O_N_log_N)
205     ->RangeMultiplier(2)
206     ->Range(1 << 10, 1U << 24)
207     ->UseManualTime()
__anon692759fb0402(benchmark::IterationCount n) 208     ->Complexity([](benchmark::IterationCount n) {
209       return kLog2E * static_cast<double>(n) * std::log(static_cast<double>(n));
210     });
211 
212 const char *n_lg_n_test_name = "BM_Complexity_O_N_log_N/manual_time";
213 const char *big_o_n_lg_n_test_name = "BM_Complexity_O_N_log_N/manual_time_BigO";
214 const char *rms_o_n_lg_n_test_name = "BM_Complexity_O_N_log_N/manual_time_RMS";
215 const char *enum_auto_big_o_n_lg_n = "NlgN";
216 const char *lambda_big_o_n_lg_n = "f\\(N\\)";
217 
218 // Add enum tests
219 ADD_COMPLEXITY_CASES(n_lg_n_test_name, big_o_n_lg_n_test_name,
220                      rms_o_n_lg_n_test_name, enum_auto_big_o_n_lg_n,
221                      /*family_index=*/6);
222 
223 // NOTE: auto big-o is wron.g
224 ADD_COMPLEXITY_CASES(n_lg_n_test_name, big_o_n_lg_n_test_name,
225                      rms_o_n_lg_n_test_name, enum_auto_big_o_n_lg_n,
226                      /*family_index=*/7);
227 
228 //// Add lambda tests
229 ADD_COMPLEXITY_CASES(n_lg_n_test_name, big_o_n_lg_n_test_name,
230                      rms_o_n_lg_n_test_name, lambda_big_o_n_lg_n,
231                      /*family_index=*/8);
232 
233 // ========================================================================= //
234 // -------- Testing formatting of Complexity with captured args ------------ //
235 // ========================================================================= //
236 
BM_ComplexityCaptureArgs(benchmark::State & state,int n)237 void BM_ComplexityCaptureArgs(benchmark::State &state, int n) {
238   for (auto _ : state) {
239     // This test requires a non-zero CPU time to avoid divide-by-zero
240     benchmark::DoNotOptimize(state.iterations());
241     double tmp = static_cast<double>(state.iterations());
242     benchmark::DoNotOptimize(tmp);
243     for (benchmark::IterationCount i = 0; i < state.iterations(); ++i) {
244       benchmark::DoNotOptimize(state.iterations());
245       tmp *= static_cast<double>(state.iterations());
246       benchmark::DoNotOptimize(tmp);
247     }
248 
249     state.SetIterationTime(static_cast<double>(state.range(0)) * 42 * 1e-9);
250   }
251   state.SetComplexityN(n);
252 }
253 
254 BENCHMARK_CAPTURE(BM_ComplexityCaptureArgs, capture_test, 100)
255     ->UseManualTime()
256     ->Complexity(benchmark::oN)
257     ->Ranges({{1, 2}, {3, 4}});
258 
259 const std::string complexity_capture_name =
260     "BM_ComplexityCaptureArgs/capture_test/manual_time";
261 
262 ADD_COMPLEXITY_CASES(complexity_capture_name, complexity_capture_name + "_BigO",
263                      complexity_capture_name + "_RMS", "N",
264                      /*family_index=*/9);
265 
266 // ========================================================================= //
267 // --------------------------- TEST CASES END ------------------------------ //
268 // ========================================================================= //
269 
main(int argc,char * argv[])270 int main(int argc, char *argv[]) { RunOutputTests(argc, argv); }
271