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//
// MIT License
// Copyright (c) 2019 Jonathan R. Madsen
// 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
// 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.
//
// ---------------------------------------------------------------
//
//
/// \file recursive_tasking.cc
/// \brief Example showing the usage of recursive tasking
//
#include "common/utils.hh"
#if defined(PTL_USE_GPERF)
# include <gperftools/profiler.h>
#endif
//============================================================================//
template <typename TaskGroup_t>
int64_t
task_fibonacci(int64_t n, int64_t cutoff)
{
if(n < 2)
return n;
int64_t x = 0;
int64_t y = 0;
TaskGroup_t g{};
++task_group_cnt();
if(n >= cutoff)
{
g.run([&x, n, cutoff]() { x = task_fibonacci<TaskGroup_t>(n - 1, cutoff); });
g.run([&y, n, cutoff]() { y = task_fibonacci<TaskGroup_t>(n - 2, cutoff); });
}
else
{
g.run([&x, n]() { x = fibonacci(n - 1); });
g.run([&y, n]() { y = fibonacci(n - 2); });
}
// wait for both tasks to complete
g.wait();
return x + y;
}
//============================================================================//
void
execute_iterations(int64_t num_iter, TaskGroup_t* task_group, int64_t n,
int64_t& remaining)
{
if(!task_group)
return;
if(num_iter > remaining)
num_iter = remaining;
remaining -= num_iter;
// add an element of randomness
static std::atomic<uint32_t> _counter;
uint32_t _seed = get_seed() + (++_counter * 10000);
get_engine().seed(_seed);
cout << cprefix << "Submitting " << num_iter << " tasks computing \"fibonacci(" << n
<< ")\" to task manager "
<< "(" << remaining << " iterations remaining)..." << std::flush;
Timer t;
t.Start();
for(uint32_t i = 0; i < num_iter; ++i)
{
task_group->exec(fibonacci, n + get_random_int());
}
t.Stop();
cout << " " << t << endl;
}
//============================================================================//
int
main(int argc, char** argv)
{
_pause_collection; // VTune
//_heap_profiler_start(get_gperf_filename(argv[0], "heap").c_str()); //
// gperf
ConsumeParameters(argc, argv);
auto hwthreads = std::thread::hardware_concurrency();
auto default_fib = 20;
auto default_tg = 1;
auto default_grain = pow(16, 1);
auto default_ntasks = pow(16, 1);
auto default_nthreads = hwthreads;
// cutoff fields
long cutoff_value = 30; // greater than 45 answer exceeds INT_MAX
auto cutoff_high = cutoff_value;
auto cutoff_low = 15;
auto cutoff_incr = 5;
auto cutoff_tasks = 1;
// default environment controls but don't overwrite
setenv("NUM_THREADS", std::to_string(hwthreads).c_str(), 0);
setenv("FIBONACCI", std::to_string(default_fib).c_str(), 0);
setenv("GRAINSIZE", std::to_string(default_grain).c_str(), 0);
setenv("NUM_TASKS", std::to_string(default_ntasks).c_str(), 0);
setenv("NUM_TASK_GROUPS", std::to_string(default_tg).c_str(), 0);
rng_range = GetEnv<decltype(rng_range)>("RNG_RANGE", rng_range + 6,
"Setting RNG range to +/- this value");
unsigned numThreads = GetEnv<unsigned>("NUM_THREADS", default_nthreads,
"Getting the number of threads");
int64_t nfib = GetEnv<int64_t>("FIBONACCI", default_fib,
"Setting the centerpoint of fib work distribution");
int64_t grainsize = GetEnv<int64_t>(
"GRAINSIZE", numThreads, "Dividing number of task into grain of this size");
int64_t num_iter = numThreads * numThreads;
int64_t num_groups =
GetEnv<int64_t>("NUM_TASK_GROUPS", 4, "Setting the number of task groups");
cutoff_value = GetEnv<long>("CUTOFF_VALUE", cutoff_value);
cutoff_high = GetEnv<int>("CUTOFF_HIGH", cutoff_value);
cutoff_low = GetEnv<int>("CUTOFF_LOW", cutoff_low);
cutoff_incr = GetEnv<int>("CUTOFF_INCR", cutoff_incr);
cutoff_tasks = GetEnv<int>("CUTOFF_TASKS", cutoff_tasks);
PrintEnv();
Timer total_timer;
total_timer.Start();
// Construct the default run manager
TaskRunManager* runManager = new TaskRunManager(useTBB);
runManager->Initialize(numThreads);
message(runManager);
// the TaskManager is a utility that wraps the
// function calls into tasks for the ThreadPool
TaskManager* taskManager = runManager->GetTaskManager();
//------------------------------------------------------------------------//
// //
// Asynchronous and Recursion examples/tests //
// //
//------------------------------------------------------------------------//
Timer singleTimer;
// run with async
int64_t fib_async = 0;
{
singleTimer.Start();
auto fib_tmp = taskManager->async<intmax_t>(fibonacci, cutoff_value);
fib_async = fib_tmp->get();
singleTimer.Stop();
cout << prefix << "[async test] fibonacci(" << cutoff_value << ") * "
<< cutoff_tasks << " = " << fib_async << " ... " << singleTimer << endl;
}
#if defined(USE_TBB_TASKS)
cout << prefix << "Running with TBB task_group..." << std::endl;
#else
cout << prefix << "Running with PTL task_group..." << std::endl;
#endif
std::vector<int> cutoffs;
for(int i = cutoff_high; i >= cutoff_low; i -= cutoff_incr)
cutoffs.push_back(i);
//------------------------------------------------------------------------//
auto run_recursive = [=](LongGroup_t& fib_tmp, int cutoff) {
fib_tmp.exec(task_fibonacci<VoidGroup_t>, cutoff_value, cutoff);
};
//------------------------------------------------------------------------//
std::map<int, Measurement*> measurements;
// run with recursive
Timer measureTimer;
measureTimer.Start();
for(int i = 0; i < cutoff_tasks; ++i)
{
cout << cprefix << "iteration #" << i << " of " << cutoff_tasks << "..." << endl;
for(auto cutoff : cutoffs)
{
int64_t fib_recur = 0;
task_group_cnt().store(0);
singleTimer.Start();
if(cutoff == cutoff_high)
{
_resume_collection; // for VTune
}
LongGroup_t fib_tmp([](long& _ref, long _i) { return _ref += _i; });
run_recursive(fib_tmp, cutoff);
fib_recur = fib_tmp.join();
if(cutoff == cutoff_high)
{
_pause_collection; // for VTune
}
singleTimer.Stop();
auto num_task_groups = task_group_cnt().load();
Measurement* measurement = nullptr;
if(measurements.find(num_task_groups) != measurements.end())
measurement = measurements.find(num_task_groups)->second;
if(!measurement)
{
measurement =
new Measurement(cutoff, num_task_groups, taskManager->size());
measurements[num_task_groups] = measurement;
}
if(measurement)
*measurement += singleTimer;
cout << cprefix << "[recur test] fibonacci(" << cutoff_value << ") * " << i
<< " = " << fib_recur << " ... " << singleTimer << " ... [# task grp] "
<< num_task_groups << " (cutoff = " << cutoff
<< ") "
//<< measurement->real
<< endl;
if(fib_async != fib_recur)
{
cerr << cprefix << "Warning! async != recursive: " << fib_async
<< " != " << fib_recur << endl;
}
}
}
measureTimer.Stop();
std::cout << prefix << "Total measurement time: " << measureTimer << std::endl;
std::stringstream ss;
ss << argv[0] << "_recursive.dat";
std::ofstream ofs(ss.str().c_str());
if(ofs)
{
std::set<Measurement> _measurements;
for(auto itr : measurements)
_measurements.insert(*(itr.second));
for(const auto& itr : _measurements)
ofs << itr << endl;
}
ofs.close();
for(auto itr : measurements)
delete itr.second;
measurements.clear();
cout << endl;
//------------------------------------------------------------------------//
// //
// Task-group example/test //
// //
//------------------------------------------------------------------------//
std::atomic_uintmax_t true_answer(0);
// start timer for calculation
Timer timer;
timer.Start();
_resume_collection; // for VTune
///======================================================================///
/// ///
/// ///
/// PRIMARY TASKING SECTION ///
/// ///
/// ///
///======================================================================///
// this function joins task results
auto join = [&](Array_t& ref, const int64_t& thread_local_solution) {
true_answer += thread_local_solution;
// ref.push_back(thread_local_solution);
ref.push_back(thread_local_solution);
return ref;
};
//------------------------------------------------------------------------//
// this function deletes task groups
auto del = [](TaskGroup_t*& _task_group) {
delete _task_group;
_task_group = nullptr;
};
//------------------------------------------------------------------------//
// create a task group
auto create = [=](TaskGroup_t*& _task_group) {
if(!_task_group)
_task_group = new TaskGroup_t(join);
};
//------------------------------------------------------------------------//
std::vector<TaskGroup_t*> task_groups(num_groups, nullptr);
std::vector<Array_t> results(num_groups);
int64_t remaining = num_iter;
while(remaining > 0)
{
for(size_t i = 0; i < task_groups.size(); ++i)
{
// wait for task group to finish (does join) before delete + create
append(results[i], task_groups[i]);
// create the task group
create(task_groups[i]);
// submit task with first task group
execute_iterations(grainsize, task_groups[i], nfib, remaining);
// wait for old task groups to finish (does join)
if(i + 1 < static_cast<size_t>(num_groups))
append(results[i + 1], task_groups[i + 1]);
if(remaining == 0)
break;
}
}
// make sure all task groups finished (does join)
for(size_t i = 0; i < task_groups.size(); ++i)
append(results[i], task_groups[i]);
// compute the anser
int64_t answer = 0;
for(auto& itr : results)
{
answer += compute_sum(itr);
}
///======================================================================///
/// ///
/// ///
/// END OF PRIMARY TASKING SECTION ///
/// ///
/// ///
///======================================================================///
_pause_collection; // for VTune
// stop timer for fibonacci
timer.Stop();
cout << prefix << "[task group] fibonacci(" << nfib << " +/- " << rng_range
<< ") = " << answer << endl;
cout << cprefix << " [atomic] fibonacci(" << nfib << " +/- " << rng_range
<< ") = " << true_answer << endl;
std::stringstream fibprefix;
fibprefix << "fibonacci(" << nfib << " +/- " << rng_range << ") calculation time: ";
int32_t _w = static_cast<int32_t>(fibprefix.str().length()) + 2;
cout << prefix << std::setw(_w) << fibprefix.str() << "\t" << timer << endl;
// KNL hangs somewhere between finishing calculations and total_timer
Timer del_timer;
del_timer.Start();
for(auto& itr : task_groups)
del(itr);
del_timer.Stop();
cout << cprefix << std::setw(_w) << "Task group deletion time: "
<< "\t" << del_timer << endl;
// print the time for the calculation
total_timer.Stop();
cout << cprefix << std::setw(_w) << "Total time: "
<< "\t" << total_timer << endl;
int64_t ret = (true_answer - answer);
if(ret == 0)
{
cout << prefix << "Successful MT fibonacci calculation" << endl;
}
else
{
cout << prefix << "Failure combining MT fibonacci calculation " << endl;
}
cout << endl;
delete runManager;
//_heap_profiler_stop;
return ret;
}
//....oooOO0OOooo........oooOO0OOooo........oooOO0OOooo........oooOO0OOooo.....
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