Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 1 | /* |
Sang-Hoon Park | 0094c02 | 2021-01-20 18:16:47 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2021 Arm Limited. |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "SchedulerTimer.h" |
| 25 | |
Georgios Pinitas | 12833d0 | 2019-07-25 13:31:10 +0100 | [diff] [blame] | 26 | #include "Instruments.h" |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 27 | #include "WallClockTimer.h" |
| 28 | #include "arm_compute/core/CPP/ICPPKernel.h" |
Freddie Liardet | 59fd7a7 | 2021-06-17 13:30:11 +0100 | [diff] [blame] | 29 | #include "arm_compute/graph/DataLayerVisitor.h" |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 30 | #include "arm_compute/graph/INode.h" |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 31 | #include "support/Cast.h" |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 32 | |
| 33 | namespace arm_compute |
| 34 | { |
| 35 | namespace test |
| 36 | { |
| 37 | namespace framework |
| 38 | { |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 39 | template <bool output_timestamps> |
| 40 | std::string SchedulerClock<output_timestamps>::id() const |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 41 | { |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 42 | if(output_timestamps) |
| 43 | { |
| 44 | return "SchedulerTimestamps"; |
| 45 | } |
| 46 | else |
| 47 | { |
| 48 | return "SchedulerTimer"; |
| 49 | } |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 50 | } |
| 51 | |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 52 | template <bool output_timestamps> |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 53 | class Interceptor final : public IScheduler |
| 54 | { |
| 55 | public: |
| 56 | /** Default constructor. */ |
Freddie Liardet | 59fd7a7 | 2021-06-17 13:30:11 +0100 | [diff] [blame] | 57 | Interceptor(std::list<struct SchedulerClock<output_timestamps>::kernel_info> &kernels, |
| 58 | std::map<std::string, SchedulerTimer::LayerData> &layers, IScheduler &real_scheduler, |
| 59 | ScaleFactor scale_factor) |
| 60 | : _kernels(kernels), _layer_data_map(layers), _real_scheduler(real_scheduler), _timer(scale_factor), _prefix() |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 61 | { |
| 62 | } |
| 63 | |
| 64 | void set_num_threads(unsigned int num_threads) override |
| 65 | { |
| 66 | _real_scheduler.set_num_threads(num_threads); |
| 67 | } |
| 68 | |
Georgios Pinitas | 06e890b | 2020-07-09 18:38:34 +0100 | [diff] [blame] | 69 | void set_num_threads_with_affinity(unsigned int num_threads, BindFunc func) override |
| 70 | { |
| 71 | _real_scheduler.set_num_threads_with_affinity(num_threads, func); |
| 72 | } |
| 73 | |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 74 | unsigned int num_threads() const override |
| 75 | { |
| 76 | return _real_scheduler.num_threads(); |
| 77 | } |
| 78 | |
Michalis Spyrou | bcfd09a | 2019-05-01 13:03:59 +0100 | [diff] [blame] | 79 | void set_prefix(const std::string &prefix) |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 80 | { |
Michalis Spyrou | bcfd09a | 2019-05-01 13:03:59 +0100 | [diff] [blame] | 81 | _prefix = prefix; |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 82 | } |
| 83 | |
Anthony Barbier | 376c85f | 2018-05-25 14:17:21 +0100 | [diff] [blame] | 84 | void schedule(ICPPKernel *kernel, const Hints &hints) override |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 85 | { |
| 86 | _timer.start(); |
Georgios Pinitas | 77d4252 | 2019-11-05 13:35:47 +0000 | [diff] [blame] | 87 | _real_scheduler.schedule(kernel, hints); |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 88 | _timer.stop(); |
| 89 | |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 90 | typename SchedulerClock<output_timestamps>::kernel_info info; |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 91 | info.name = kernel->name(); |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 92 | info.prefix = _prefix; |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 93 | info.measurements = _timer.measurements(); |
| 94 | _kernels.push_back(std::move(info)); |
| 95 | } |
| 96 | |
Sang-Hoon Park | 0094c02 | 2021-01-20 18:16:47 +0000 | [diff] [blame] | 97 | void schedule_op(ICPPKernel *kernel, const Hints &hints, const Window &window, ITensorPack &tensors) override |
Michalis Spyrou | bcd2352 | 2020-05-21 15:02:36 +0100 | [diff] [blame] | 98 | { |
| 99 | _timer.start(); |
Sang-Hoon Park | 0094c02 | 2021-01-20 18:16:47 +0000 | [diff] [blame] | 100 | _real_scheduler.schedule_op(kernel, hints, window, tensors); |
Michalis Spyrou | bcd2352 | 2020-05-21 15:02:36 +0100 | [diff] [blame] | 101 | _timer.stop(); |
| 102 | |
| 103 | typename SchedulerClock<output_timestamps>::kernel_info info; |
| 104 | info.name = kernel->name(); |
| 105 | info.prefix = _prefix; |
| 106 | info.measurements = _timer.measurements(); |
| 107 | _kernels.push_back(std::move(info)); |
| 108 | } |
| 109 | |
Anthony Barbier | 148b075 | 2018-09-11 14:19:39 +0100 | [diff] [blame] | 110 | void run_tagged_workloads(std::vector<Workload> &workloads, const char *tag) override |
Anthony Barbier | 52ecb06 | 2018-05-25 13:32:10 +0100 | [diff] [blame] | 111 | { |
| 112 | _timer.start(); |
Anthony Barbier | 148b075 | 2018-09-11 14:19:39 +0100 | [diff] [blame] | 113 | _real_scheduler.run_tagged_workloads(workloads, tag); |
Anthony Barbier | 52ecb06 | 2018-05-25 13:32:10 +0100 | [diff] [blame] | 114 | _timer.stop(); |
| 115 | |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 116 | typename SchedulerClock<output_timestamps>::kernel_info info; |
Anthony Barbier | 148b075 | 2018-09-11 14:19:39 +0100 | [diff] [blame] | 117 | info.name = tag != nullptr ? tag : "Unknown"; |
Anthony Barbier | 52ecb06 | 2018-05-25 13:32:10 +0100 | [diff] [blame] | 118 | info.prefix = _prefix; |
| 119 | info.measurements = _timer.measurements(); |
| 120 | _kernels.push_back(std::move(info)); |
| 121 | } |
| 122 | |
Anthony Barbier | 148b075 | 2018-09-11 14:19:39 +0100 | [diff] [blame] | 123 | protected: |
| 124 | void run_workloads(std::vector<Workload> &workloads) override |
| 125 | { |
| 126 | ARM_COMPUTE_UNUSED(workloads); |
| 127 | ARM_COMPUTE_ERROR("Can't be reached"); |
| 128 | } |
| 129 | |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 130 | private: |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 131 | std::list<struct SchedulerClock<output_timestamps>::kernel_info> &_kernels; |
Georgios Pinitas | b6af482 | 2021-09-14 12:33:34 +0100 | [diff] [blame] | 132 | std::map<std::string, SchedulerTimer::LayerData> &_layer_data_map; |
| 133 | IScheduler &_real_scheduler; |
| 134 | WallClock<output_timestamps> _timer; |
| 135 | std::string _prefix; |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 136 | }; |
| 137 | |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 138 | template <bool output_timestamps> |
| 139 | SchedulerClock<output_timestamps>::SchedulerClock(ScaleFactor scale_factor) |
Georgios Pinitas | b6af482 | 2021-09-14 12:33:34 +0100 | [diff] [blame] | 140 | : _kernels(), |
| 141 | _layer_data_map(), |
| 142 | _real_scheduler(nullptr), |
| 143 | _real_scheduler_type(), |
| 144 | #ifdef ARM_COMPUTE_GRAPH_ENABLED |
| 145 | _real_graph_function(nullptr), |
| 146 | #endif /* ARM_COMPUTE_GRAPH_ENABLED */ |
| 147 | _scale_factor(scale_factor), |
| 148 | _interceptor(nullptr), |
| 149 | _scheduler_users() |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 150 | { |
Georgios Pinitas | 12833d0 | 2019-07-25 13:31:10 +0100 | [diff] [blame] | 151 | if(instruments_info != nullptr) |
| 152 | { |
| 153 | _scheduler_users = instruments_info->_scheduler_users; |
| 154 | } |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 155 | } |
| 156 | |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 157 | template <bool output_timestamps> |
| 158 | void SchedulerClock<output_timestamps>::test_start() |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 159 | { |
Georgios Pinitas | b6af482 | 2021-09-14 12:33:34 +0100 | [diff] [blame] | 160 | #ifdef ARM_COMPUTE_GRAPH_ENABLED |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 161 | // Start intercepting tasks: |
| 162 | ARM_COMPUTE_ERROR_ON(_real_graph_function != nullptr); |
| 163 | _real_graph_function = graph::TaskExecutor::get().execute_function; |
| 164 | auto task_interceptor = [this](graph::ExecutionTask & task) |
| 165 | { |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 166 | Interceptor<output_timestamps> *scheduler = nullptr; |
| 167 | if(dynamic_cast<Interceptor<output_timestamps> *>(this->_interceptor.get()) != nullptr) |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 168 | { |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 169 | scheduler = arm_compute::utils::cast::polymorphic_downcast<Interceptor<output_timestamps> *>(_interceptor.get()); |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 170 | if(task.node != nullptr && !task.node->name().empty()) |
| 171 | { |
| 172 | scheduler->set_prefix(task.node->name() + "/"); |
Freddie Liardet | 59fd7a7 | 2021-06-17 13:30:11 +0100 | [diff] [blame] | 173 | |
| 174 | if(_layer_data_map.find(task.node->name()) == _layer_data_map.end()) |
| 175 | { |
| 176 | arm_compute::graph::DataLayerVisitor dlv = {}; |
| 177 | task.node->accept(dlv); |
| 178 | _layer_data_map[task.node->name()] = dlv.layer_data(); |
| 179 | } |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 180 | } |
| 181 | else |
| 182 | { |
| 183 | scheduler->set_prefix(""); |
| 184 | } |
| 185 | } |
| 186 | |
| 187 | this->_real_graph_function(task); |
| 188 | |
| 189 | if(scheduler != nullptr) |
| 190 | { |
| 191 | scheduler->set_prefix(""); |
| 192 | } |
| 193 | }; |
Georgios Pinitas | b6af482 | 2021-09-14 12:33:34 +0100 | [diff] [blame] | 194 | #endif /* ARM_COMPUTE_GRAPH_ENABLED */ |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 195 | |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 196 | ARM_COMPUTE_ERROR_ON(_real_scheduler != nullptr); |
| 197 | _real_scheduler_type = Scheduler::get_type(); |
| 198 | //Note: We can't currently replace a custom scheduler |
| 199 | if(_real_scheduler_type != Scheduler::Type::CUSTOM) |
| 200 | { |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 201 | _real_scheduler = &Scheduler::get(); |
Freddie Liardet | 59fd7a7 | 2021-06-17 13:30:11 +0100 | [diff] [blame] | 202 | _interceptor = std::make_shared<Interceptor<output_timestamps>>(_kernels, _layer_data_map, *_real_scheduler, _scale_factor); |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 203 | Scheduler::set(std::static_pointer_cast<IScheduler>(_interceptor)); |
Georgios Pinitas | b6af482 | 2021-09-14 12:33:34 +0100 | [diff] [blame] | 204 | #ifdef ARM_COMPUTE_GRAPH_ENABLED |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 205 | graph::TaskExecutor::get().execute_function = task_interceptor; |
Georgios Pinitas | b6af482 | 2021-09-14 12:33:34 +0100 | [diff] [blame] | 206 | #endif /* ARM_COMPUTE_GRAPH_ENABLED */ |
Georgios Pinitas | 12833d0 | 2019-07-25 13:31:10 +0100 | [diff] [blame] | 207 | |
| 208 | // Create an interceptor for each scheduler |
| 209 | // TODO(COMPID-2638) : Allow multiple schedulers, now it assumes the same scheduler is used. |
| 210 | std::for_each(std::begin(_scheduler_users), std::end(_scheduler_users), |
| 211 | [&](ISchedulerUser * user) |
| 212 | { |
| 213 | if(user != nullptr && user->scheduler() != nullptr) |
| 214 | { |
Freddie Liardet | 59fd7a7 | 2021-06-17 13:30:11 +0100 | [diff] [blame] | 215 | user->intercept_scheduler(std::make_unique<Interceptor<output_timestamps>>(_kernels, _layer_data_map, *user->scheduler(), _scale_factor)); |
Georgios Pinitas | 12833d0 | 2019-07-25 13:31:10 +0100 | [diff] [blame] | 216 | } |
| 217 | }); |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 218 | } |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 219 | } |
| 220 | |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 221 | template <bool output_timestamps> |
| 222 | void SchedulerClock<output_timestamps>::start() |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 223 | { |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 224 | _kernels.clear(); |
| 225 | } |
| 226 | |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 227 | template <bool output_timestamps> |
| 228 | void SchedulerClock<output_timestamps>::test_stop() |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 229 | { |
| 230 | // Restore real scheduler |
| 231 | Scheduler::set(_real_scheduler_type); |
Georgios Pinitas | b6af482 | 2021-09-14 12:33:34 +0100 | [diff] [blame] | 232 | _real_scheduler = nullptr; |
| 233 | _interceptor = nullptr; |
| 234 | #ifdef ARM_COMPUTE_GRAPH_ENABLED |
Georgios Pinitas | 5c2fb3f | 2018-05-01 15:26:20 +0100 | [diff] [blame] | 235 | graph::TaskExecutor::get().execute_function = _real_graph_function; |
| 236 | _real_graph_function = nullptr; |
Georgios Pinitas | b6af482 | 2021-09-14 12:33:34 +0100 | [diff] [blame] | 237 | #endif /* ARM_COMPUTE_GRAPH_ENABLED */ |
Georgios Pinitas | 12833d0 | 2019-07-25 13:31:10 +0100 | [diff] [blame] | 238 | |
| 239 | // Restore schedulers |
| 240 | std::for_each(std::begin(_scheduler_users), std::end(_scheduler_users), |
| 241 | [&](ISchedulerUser * user) |
| 242 | { |
| 243 | if(user != nullptr) |
| 244 | { |
| 245 | user->restore_scheduler(); |
| 246 | } |
| 247 | }); |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 248 | } |
| 249 | |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 250 | template <bool output_timestamps> |
| 251 | Instrument::MeasurementsMap SchedulerClock<output_timestamps>::measurements() const |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 252 | { |
| 253 | MeasurementsMap measurements; |
| 254 | unsigned int kernel_number = 0; |
| 255 | for(auto kernel : _kernels) |
| 256 | { |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 257 | std::string name = kernel.prefix + kernel.name + " #" + support::cpp11::to_string(kernel_number++); |
| 258 | if(output_timestamps) |
| 259 | { |
| 260 | ARM_COMPUTE_ERROR_ON(kernel.measurements.size() != 2); |
Michalis Spyrou | bcfd09a | 2019-05-01 13:03:59 +0100 | [diff] [blame] | 261 | for(auto const &m : kernel.measurements) |
Anthony Barbier | 72f4ae5 | 2018-11-07 17:33:54 +0000 | [diff] [blame] | 262 | { |
| 263 | if(m.first.find("[start]") != std::string::npos) |
| 264 | { |
| 265 | measurements.emplace("[start]" + name, m.second); |
| 266 | } |
| 267 | else if(m.first.find("[end]") != std::string::npos) |
| 268 | { |
| 269 | measurements.emplace("[end]" + name, m.second); |
| 270 | } |
| 271 | else |
| 272 | { |
| 273 | ARM_COMPUTE_ERROR("Measurement not handled"); |
| 274 | } |
| 275 | } |
| 276 | } |
| 277 | else |
| 278 | { |
| 279 | measurements.emplace(name, kernel.measurements.begin()->second); |
| 280 | } |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 281 | } |
| 282 | |
| 283 | return measurements; |
| 284 | } |
Anthony Barbier | cc225be | 2018-11-09 15:35:20 +0000 | [diff] [blame] | 285 | |
Freddie Liardet | 59fd7a7 | 2021-06-17 13:30:11 +0100 | [diff] [blame] | 286 | template <bool output_timestamps> |
Georgios Pinitas | b6af482 | 2021-09-14 12:33:34 +0100 | [diff] [blame] | 287 | std::string SchedulerClock<output_timestamps>::instrument_header() const |
Freddie Liardet | 59fd7a7 | 2021-06-17 13:30:11 +0100 | [diff] [blame] | 288 | { |
Georgios Pinitas | b6af482 | 2021-09-14 12:33:34 +0100 | [diff] [blame] | 289 | std::string output{ "" }; |
Freddie Liardet | 59fd7a7 | 2021-06-17 13:30:11 +0100 | [diff] [blame] | 290 | output += R"("layer_data" : {)"; |
| 291 | for(auto i_it = _layer_data_map.cbegin(), i_end = _layer_data_map.cend(); i_it != i_end; ++i_it) |
| 292 | { |
| 293 | output += "\"" + i_it->first + "\" : {"; |
| 294 | if(i_it->second.size() != 0) |
| 295 | { |
| 296 | // Print for each entry in layer |
| 297 | for(auto entry_it = i_it->second.cbegin(), entry_end = i_it->second.cend(); entry_it != entry_end; ++entry_it) |
| 298 | { |
| 299 | output += "\"" + entry_it->first + "\" : \"" + entry_it->second + "\""; |
| 300 | if(std::next(entry_it) != entry_end) |
| 301 | { |
| 302 | output += ","; |
| 303 | } |
| 304 | } |
| 305 | } |
| 306 | output += "}"; |
| 307 | if(std::next(i_it) != i_end) |
| 308 | { |
| 309 | output += ","; |
| 310 | } |
| 311 | } |
| 312 | output += "}"; |
| 313 | return output; |
| 314 | } |
| 315 | |
Anthony Barbier | e8a4983 | 2018-01-18 10:04:05 +0000 | [diff] [blame] | 316 | } // namespace framework |
| 317 | } // namespace test |
| 318 | } // namespace arm_compute |
Anthony Barbier | cc225be | 2018-11-09 15:35:20 +0000 | [diff] [blame] | 319 | |
| 320 | template class arm_compute::test::framework::SchedulerClock<true>; |
| 321 | template class arm_compute::test::framework::SchedulerClock<false>; |